From b3c50ad9be61e4197a57f9e74b47fae30ebcef7f Mon Sep 17 00:00:00 2001 From: kfrybes Date: Mon, 7 Oct 2024 15:17:51 -0400 Subject: [PATCH 01/23] Creating critical_gradient optimization --- Critical_gradient1.ipynb | 1030 ++++++++++++++++++++++++++ Critical_gradient2.ipynb | 929 +++++++++++++++++++++++ Critical_gradient_optimization.ipynb | 320 ++++++++ desc/compute/__init__.py | 1 + desc/compute/_turbulence.py | 61 ++ desc/integrals/critical_gradient.py | 185 +++++ desc/objectives/__init__.py | 1 + desc/objectives/_stability.py | 2 +- desc/objectives/_turbulence.py | 201 +++++ 9 files changed, 2729 insertions(+), 1 deletion(-) create mode 100644 Critical_gradient1.ipynb create mode 100644 Critical_gradient2.ipynb create mode 100644 Critical_gradient_optimization.ipynb create mode 100644 desc/compute/_turbulence.py create mode 100644 desc/integrals/critical_gradient.py create mode 100644 desc/objectives/_turbulence.py diff --git a/Critical_gradient1.ipynb b/Critical_gradient1.ipynb new file mode 100644 index 0000000000..00de647371 --- /dev/null +++ b/Critical_gradient1.ipynb @@ -0,0 +1,1030 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Imports\n", + "import sys\n", + "import os\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.integrate import cumulative_trapezoid\n", + "from scipy.optimize import curve_fit\n", + "\n", + "\n", + "# plt.rcParams.update({\"font.size\": 18})\n", + "sys.path.insert(0, os.path.abspath(\".\"))\n", + "sys.path.append(os.path.abspath(\"../../../\"))\n", + "\n", + "import desc.io\n", + "from desc.equilibrium.coords import get_rtz_grid\n", + "from desc.grid import Grid\n", + "from desc.backend import jnp" + ] + }, + { + "cell_type": "code", + "execution_count": 165, + "metadata": {}, + "outputs": [], + "source": [ + "# Load heliotron equilibrium\n", + "eq_fam_helio = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/input.HELIOTRON_output.h5\")\n", + "eq_helio = eq_fam_helio[-1]\n", + "\n", + "# Load w7x high mirror equilibrium\n", + "eq_fam_w7x = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/w7x_output.h5\")\n", + "eq_w7x = eq_fam_w7x[-1]\n", + "\n", + "# Load precise QA equilibrium\n", + "eq_precise_QA = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/DESC_from_NAE_precise_QA_output.h5\")\n", + "\n", + "# Load NCSX equilibrium\n", + "eq_fam_NCSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/NCSX_output.h5\")\n", + "eq_NCSX = eq_fam_NCSX[-1]\n", + "\n", + "eq_fam_HSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/HSX_output.h5\")\n", + "eq_HSX = eq_fam_HSX[-1]\n", + "\n", + "eq_fam_w7x2 = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/W7-X_output.h5\")\n", + "eq_w7x2 = eq_fam_w7x2[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 397, + "metadata": {}, + "outputs": [], + "source": [ + "rho = np.array(0.5)\n", + "alpha = 0\n", + "# Number of toroidal transits of the field line\n", + "nturns = 2\n", + "# Number of point along a field line\n", + "N0 = nturns * 200\n", + "zeta = np.linspace(0, 2*nturns*np.pi, N0)\n", + "\n", + "grid = Grid.create_meshgrid(\n", + " [rho, alpha, zeta], coordinates=\"raz\", period=(np.inf, 2 * np.pi, np.inf)\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 391, + "metadata": {}, + "outputs": [], + "source": [ + "curv = get_value(eq_helio,\"cvdrift\",grid)\n", + "a = get_value(eq_helio,\"a\",grid)" + ] + }, + { + "cell_type": "code", + "execution_count": 392, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 392, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(grid.nodes[:,2],-a**2*curv)" + ] + }, + { + "cell_type": "code", + "execution_count": 385, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 385, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(grid2.nodes[0:400,2],-a2**2*drift_curv[0:400])" + ] + }, + { + "cell_type": "code", + "execution_count": 350, + "metadata": {}, + "outputs": [], + "source": [ + "# Function to get value of a parameter directly\n", + "def get_value(eq,name,grid):\n", + " return eq.compute(name,grid=grid)[name]\n", + "\n", + "def get_arc_length (diff_l,grid):\n", + " # Integrate differential length along field line with respect to zeta\n", + " return cumulative_trapezoid(diff_l,grid.nodes[:,2],initial=0)\n", + "\n", + "# Function to get the straight field line coordinate system\n", + "def get_field_line_grid(eq,rho=0.5,alpha=0,n_turns = 4,n_points = 1000):\n", + " # Get initial grid to get iota profile TODO find if easier way to find iota, also takes the longest\n", + " initial_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " np.array(alpha),\n", + " np.linspace(0,np.pi/4,100),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf)\n", + " )\n", + " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", + " NFP = eq.NFP\n", + " n_tor = n_turns/(iota*NFP)\n", + " good_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " np.array(alpha),\n", + " np.linspace(0,2*n_tor*np.pi,n_points),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf),\n", + " )\n", + " return good_grid\n", + "\n", + "\n", + "# Function for plotting the drift curvature\n", + "def plot_drift_curv(eq,grid,drift_curv=None,diff_l=None,l=None,a=None):\n", + " \n", + " # Compute all necessary quantities if not provided\n", + " if drift_curv is None:\n", + " drift_curv = get_value(eq,\"cvdrift\",grid)\n", + "\n", + " if l is not None :\n", + " arc_length_vals = l\n", + " else : \n", + " if diff_l is None:\n", + " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + " arc_length_vals = get_arc_length(diff_l,grid)\n", + "\n", + " if a is None:\n", + " a = get_value(eq,\"a\",grid)\n", + " \n", + " plt.figure()\n", + " plt.plot(arc_length_vals,-drift_curv)\n", + " plt.xlabel(\"l\")\n", + " plt.ylabel(r\"$-K_D$ [1/Tm]\")\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 345, + "metadata": {}, + "outputs": [], + "source": [ + "# Quadratic fitting function for Kd peaks (bad curvature)\n", + "def Kd_quadratic(l, Reff_n, ln):\n", + " lc = (l[0]+l[-1])/2\n", + " return 1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", + "\n", + "# Quadratic fiiting function for Kd valleys (good curvature)\n", + "def Kd_quadratic_(l, Reff_n, ln):\n", + " lc = (l[0]+l[-1])/2\n", + " return -1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", + "\n", + "def fit_drift_peaks(l, Kd, a_grad_alpha_norm):\n", + " peaks = []\n", + " fits = []\n", + " values = []\n", + " \n", + " # Find indices where Kd changes sign (crosses zero)\n", + " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", + " \n", + " # Initialize lists to store valid peak intervals\n", + " peak_indices = []\n", + " \n", + " len_thres = 40 \n", + " # Loop over zero crossing pairs to check if it's a peak or a valley\n", + " for i in range(0, len(zero_crossings)-1):\n", + " l_min_idx = zero_crossings[i]\n", + " l_max_idx = zero_crossings[i + 1]\n", + " len_peak = l_max_idx-l_min_idx\n", + "\n", + " # # Skip if there's insufficient data points\n", + " if len_peak < len_thres:\n", + " continue \n", + " \n", + " # Check the midpoint value of Kd\n", + " mid_idx = (l_min_idx + l_max_idx) // 2\n", + " if Kd[mid_idx] > 0: # Keep the range if it's a peak (Kd is positive)\n", + " peak_indices.append((l_min_idx, l_max_idx, mid_idx))\n", + " else : \n", + " continue\n", + " \n", + " # Update threshold length depending on previous well\n", + " len_thres = int(0.6*len_peak)\n", + "\n", + " p0 = [1,1]\n", + " # Loop through valid peak indices and perform fitting\n", + " for l_min_idx, l_max_idx, mid_idx in peak_indices:\n", + " # Extract the arc length and Kd values within the peak\n", + " l_peak = l[l_min_idx:l_max_idx+1]\n", + " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", + " \n", + " # Fit the quadratic curve to the peak\n", + " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0)\n", + "\n", + " R_eff = popt[0]\n", + " L_par = l[l_max_idx] - l[l_min_idx]\n", + " \n", + " # Store the peak data and fitting parameters\n", + " peaks.append((l_peak, Kd_peak))\n", + " fits.append(popt)\n", + " values.append([R_eff,L_par,a_grad_alpha_norm[mid_idx]])\n", + " p0 = popt # TODO find better way of deinining initial guess\n", + "\n", + " data = {\n", + " \"peaks\" : peaks,\n", + " \"fits\" : fits,\n", + " \"values\": values,\n", + " }\n", + " return data\n", + "\n", + "def plot_drift_fits(l,drift_curv,data):\n", + " \n", + " fig, ax = plt.subplots(figsize=(10, 6))\n", + " ax.plot(l,-drift_curv,label=r'$-K_D$')\n", + "\n", + " num_fits = len(data[\"fits\"])\n", + "\n", + " # Create a colormap\n", + " colormap = plt.colormaps['viridis']\n", + "\n", + " # Generate colors from the colormap\n", + " colors = [colormap(i / num_fits) for i in range(num_fits)]\n", + " \n", + " for (l_peak, pos_Kd_peak), (Reff_n, ln), (_,L_par,_), color in zip(data[\"peaks\"], data[\"fits\"], data[\"values\"], colors):\n", + " plt.plot(l_peak, -Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{eff}}={Reff_n:.2f}$, $L_\\\\parallel={L_par:.2f}$',color=color, linewidth = 1.5)\n", + "\n", + " ax.set_xlabel(r'$l$', fontsize=14)\n", + " ax.set_ylabel(r'$-K_D$ [1/Tm]', fontsize=14)\n", + " ax.set_title('Curvature Drift ($-K_D$) and Quadratic Fits', fontsize=16)\n", + " ax.grid=True\n", + " # ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", + " ax.legend(fontsize=12, loc='upper left') # Move the legend outside\n", + "\n", + "\n", + " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "metadata": {}, + "outputs": [], + "source": [ + "def get_everything (eq,rho=0.5,alpha=0,n_turns=4,n_points=1000,plot=True):\n", + "\n", + " # Create the grid\n", + " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_turns=n_turns,n_points=n_points)\n", + "\n", + " # Get all the necessary values\n", + " drift_curv = get_value(eq,\"cvdrift\",grid)\n", + " a = get_value(eq,\"a\",grid)\n", + " a_grad_alpha_3d = get_value(eq,\"grad(alpha)\",grid)\n", + " a_grad_alpha_norm = jnp.sqrt(dot(a_grad_alpha_3d,a_grad_alpha_3d))\n", + "\n", + " # Multiply drift curvature by a^2 as in initial article\n", + " drift_curv = drift_curv*a*a\n", + " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "\n", + " # Integrate the differentail length\n", + " l = get_arc_length(diff_l,grid)\n", + "\n", + " # Get peaks and fits\n", + " data = fit_drift_peaks(l,drift_curv,a_grad_alpha_norm)\n", + "\n", + " # Plot everything\n", + " if plot :\n", + " plot_drift_fits(l,drift_curv,data)\n", + "\n", + " return (grid,drift_curv,a,l,data)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid,drift_curv,a,l,data = get_everything(eq_w7x,n_turns=8);" + ] + }, + { + "cell_type": "code", + "execution_count": 344, + "metadata": {}, + "outputs": [], + "source": [ + "def fit_all_drift_peaks(l, Kd, a_grad_alpha_norm):\n", + "\n", + " # Save all values for bad curvature\n", + " peaks_bad = []\n", + " fits_bad = []\n", + " values_bad = []\n", + " \n", + " # Save all values for good curvature\n", + " peaks_good = []\n", + " fits_good = []\n", + " values_good = []\n", + " \n", + " # Find indices where Kd changes sign (crosses zero)\n", + " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", + " \n", + " # Initialize lists to store valid peak intervals\n", + " bad_peak_indices = []\n", + " good_peak_indices = []\n", + "\n", + " len_thres = 40 \n", + " # Loop over zero crossing pairs to check if it's a peak or a valley\n", + " for i in range(0, len(zero_crossings)-1):\n", + " l_min_idx = zero_crossings[i]\n", + " l_max_idx = zero_crossings[i + 1]\n", + " len_peak = l_max_idx-l_min_idx\n", + "\n", + " # # Skip if there's insufficient data points\n", + " if len_peak < len_thres:\n", + " continue \n", + "\n", + " # Check the midpoint value of Kd\n", + " mid_idx = (l_min_idx + l_max_idx) // 2\n", + " if Kd[mid_idx] > 0: # Keep the range if it's a peak (Kd is positive)\n", + " bad_peak_indices.append((l_min_idx, l_max_idx, mid_idx))\n", + " else:\n", + " good_peak_indices.append((l_min_idx, l_max_idx, mid_idx))\n", + " \n", + " len_thres = int(0.6*len_peak)\n", + "\n", + " def get_fits(peak_indices,bad_curv = True):\n", + " # Define variables for storing the data\n", + " peaks = []\n", + " fits = []\n", + " values = []\n", + "\n", + " p0 = [1,1]\n", + " # Loop through valid peak indices and perform fitting\n", + " for l_min_idx, l_max_idx, mid_idx in peak_indices:\n", + " # Extract the arc length and Kd values within the peak\n", + " l_peak = l[l_min_idx:l_max_idx+1]\n", + " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", + " \n", + " # Fit the quadratic curve to the peak\n", + " if bad_curv:\n", + " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0)\n", + " else :\n", + " popt,_ = curve_fit(Kd_quadratic_,l_peak,Kd_peak,p0=p0)\n", + " \n", + " R_eff = popt[0]\n", + " L_par = l[l_max_idx] - l[l_min_idx]\n", + " peaks.append((l_peak, Kd_peak))\n", + " fits.append(popt)\n", + " values.append([R_eff,L_par,a_grad_alpha_norm[mid_idx]])\n", + " p0 = popt \n", + " return peaks,fits,values\n", + " \n", + " peaks_bad,fits_bad,values_bad = get_fits(bad_peak_indices,bad_curv=True)\n", + " peaks_good,fits_good,values_good = get_fits(good_peak_indices,bad_curv=False) \n", + " data_bad = {\n", + " \"extrema\" : peaks_bad,\n", + " \"fits\" : fits_bad,\n", + " \"values\" : values_bad \n", + " } \n", + " data_good = {\n", + " \"extrema\" : peaks_good,\n", + " \"fits\" : fits_good,\n", + " \"values\" : values_good \n", + " } \n", + " \n", + " return data_bad,data_good" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "# def plot_all_drift_fits(l,drift_curv,bad_peaks,bad_fits,bad_values,good_peaks,good_fits,good_values):\n", + "def plot_all_drift_fits(l,drift_curv,data_bad,data_good):\n", + " \n", + " fig, ax = plt.subplots(figsize=(10, 6))\n", + " ax.plot(l,-drift_curv,label=r'$-K_D$')\n", + " \n", + " for (l_peak, pos_Kd_peak), (Reff_n, ln), (_,L_par) in zip(data_bad[\"extrema\"],data_bad[\"fits\"],data_bad[\"values\"]):\n", + " plt.plot(l_peak, -Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{eff}}={Reff_n:.2f}$, $L_\\\\parallel={L_par:.2f}$', linewidth = 1.5)\n", + "\n", + " for (l_peak, pos_Kd_peak), (Reff_n, ln), (_,L_par) in zip(data_good[\"extrema\"],data_good[\"fits\"],data_good[\"values\"]):\n", + " plt.plot(l_peak, Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{good}}={Reff_n:.2f}$, $L_w={L_par:.2f}$', linewidth = 1.5)\n", + "\n", + " ax.set_xlabel(r'$l$', fontsize=14)\n", + " ax.set_ylabel(r'$-K_D$ [1/Tm]', fontsize=14)\n", + " ax.set_title('Curvature Drift ($-K_D$) and Quadratic Fits', fontsize=16)\n", + " ax.grid=True\n", + " ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", + "\n", + " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [], + "source": [ + "def get_all_everything (eq,rho=0.5,alpha=0,n_turns=4,n_points=1000,plot=False):\n", + "\n", + " # Create the grid\n", + " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_turns=n_turns,n_points=n_points)\n", + "\n", + " # Get all the necessary values\n", + " drift_curv = get_value(eq,\"cvdrift\",grid)\n", + " a = get_value(eq,\"a\",grid)\n", + " a_grad_alpha_3d = get_value(eq,\"grad(alpha)\",grid)\n", + " a_grad_alpha_norm = jnp.sqrt(dot(a_grad_alpha_3d,a_grad_alpha_3d))\n", + "\n", + " drift_curv = drift_curv*a*a\n", + " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "\n", + " # Integrate the differentail length\n", + " l = get_arc_length(diff_l,grid)\n", + "\n", + " # Get peaks and fits\n", + " data_bad,data_good = fit_all_drift_peaks(l, drift_curv,a_grad_alpha_norm)\n", + "\n", + " # Plot everything\n", + " if plot :\n", + " plot_all_drift_fits(l,drift_curv,data_bad,data_good)\n", + "\n", + " return (grid,drift_curv,a,a_grad_alpha_norm,l,data_bad,data_good)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_Ls (eq,grid):\n", + " shear = get_value(eq,\"shear\",grid)[1]\n", + " q = get_value(eq,\"q\",grid)[1]\n", + " R = get_value(eq,\"R0\",grid)\n", + " return np.abs(q*R/shear)\n", + "\n", + "def Theta_function(x):\n", + " # Define Heaviside step function\n", + " return x*np.where(x >= 0, 1, 0)\n", + "\n", + "def check_peaks(peaks_bad,peaks_good):\n", + " # Function that checks if first extremum is a peak (bad curvature) \n", + " # or valley (good curvature) in the curvature drift\n", + " l_bad = peaks_bad[0][0][0]\n", + " l_good = peaks_good[0][0][0]\n", + " if l_bad" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid,drift_curv,a,l,data = get_everything(eq_NCSX,n_turns=200,n_points=20000,plot=False);\n", + "get_critical_gradients(a,data[\"values\"],method=2);\n", + "get_critical_gradients(a,data[\"values\"],method=1);" + ] + }, + { + "cell_type": "code", + "execution_count": 406, + "metadata": {}, + "outputs": [], + "source": [ + "def critical_gradient_analysis(eq,n_turns=50,n_points=5000):\n", + " # Retrieve data\n", + " grid,drift_curv,a,a_grad_alpha_norm,l,data_bad,data_good = get_all_everything(eq,n_turns=n_turns,n_points=n_points)\n", + " # Select a shorter length of data for showing the fits\n", + " short_fit_lim = int(15*n_points/n_turns)\n", + " data_short = fit_drift_peaks(l[0:short_fit_lim], drift_curv[0:short_fit_lim], a_grad_alpha_norm[0:short_fit_lim])\n", + " # Plot the fits\n", + " plot_drift_fits(l[0:short_fit_lim],drift_curv[0:short_fit_lim],data_short)\n", + " # Plot the curvature drift\n", + " plot_drift_curv(eq,grid,drift_curv=drift_curv,l=l,a=a)\n", + " # Plot the evolution of R_eff and L_par with respect to the drift well number\n", + " plot_coeffs(data_bad)\n", + " # Get the critical gradients\n", + " critical_gradients1 = get_critical_gradients(a,data_bad[\"values\"])\n", + " critical_gradients2 = get_critical_gradients(a,data_bad[\"values\"],method=2)\n", + " critical_gradients = {\n", + " \"critical_gradients1\" : critical_gradients1,\n", + " \"critical_gradients2\" : critical_gradients2\n", + " }\n", + "\n", + " # Return all interesting quantities\n", + " return grid,drift_curv,a,l,data_bad,data_good,critical_gradients" + ] + }, + { + "cell_type": "code", + "execution_count": 409, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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zFh3qhWNZZUjNKxc7ChGRZLDYiCQ+qxSBq45Bac3JJ3M1oqczBri2w8rYLLGjEBFJBouNCG5NPgV5OuK3+Zx8MlcymQxRoSp8f7IA12/Wih2HiEgSWGza0O2TTxFBntg5w4+TT2ZuymB32NvIsT4hW+woRESSwGLTRuoatJh52+TT58/25+QTQWktx5xAD6xNyEZdA0e/iYhai8WmDZSp6/CnjUnYcYaTT3S3+cEqFFXXYfvpArGjEBGZPBYbA7s1+XSpuBpxkSGcfKK7dOugwHMDXBETmwlBEMSOQ0Rk0lhsDOhY5p2TTwO7OIgdiYxUVJgXjudWICmnXOwoREQmjcXGQL5Ly8cT6zn5RLoJUTlicNf2vGEfEVErsdjo2a3Jp5c5+USPQCaTITrMC/8+XYj8Co3YcYiITBaLjR7dPvn0xYQBnHyiRzLJxw1OSiusjefoNxFRS7HY6EnpbZNPP73qj8gQldiRyMTYWMoREeSJ9Yk5qKlvFDsOEZFJYrHRgyvF1Qi+bfLpqb6cfKKWiQjyREVNPf6Zli92FCIik8Ri00qcfCJ9cnOwxYsDu2BlXBZHv4mIWoDFphU4+USGEB3qhVMFlfjtaqnYUYiITA6LTQsIgoCPf598msfJJ9Izf48OCPTsgJVxHP0mInpULDaP6Nbk05LfJ59WcPKJDCA61Au7zl5DVqla7ChERCaFxeYRcPKJ2srzj7vBtZ0NVh/LEjsKEZFJYbHRUXVtA4JXHcNlTj5RG7CSW2B+sAqbknNRXdsgdhwiIpPBYqOjeq2AJ707IikqlJNP1CbmBHpAU9+Ib1M5+k1EpCuZILGZUo1GA6VSCbVaDYWCU0pk2l7ddgqJ2WU497/DIJPxWi4ioofhERsiIxYd5oXzN6pw6FKx2FGIiEwCiw2RERvYxQHDujvxqd9ERDpisSEyclFhXthz/gYuFVWJHYWIyOix2BAZuXH9OsPTUYEvOPpNRPRQot8u98qVK1iyZAl8fHxw7tw5TJw4EWPHjsWRI0cQGxuLhoYGnDlzBjt37hQ7KpEoLOUWiAxW4aNDl/DRaG842FqJHYmIyGiJPhWVkpKC8vJyhIeHo6ioCH5+fjh16hRmzpzZXGbOnDmDxx57TKf1cSqKpKhMXQf3j37BJ0/1QVSYl9hxiIiMluhHbPz8/Jr/W6vVwt7eHnv37oVSqcSKFStQUlKCF1544b7vr6+vR0PDf29gptFoDJqXSAyOSmu84ueOVccysSBEBQs+xoOI6J6M6hqbVatWYdmyZcjNzcXJkycRFRWFt956C5MmTbpvYVm6dCmUSmXzy9nZuY1TE7WNhSEqXC5WY1/GDbGjEBEZLaMpNlu3boWbmxvGjh0Le3t7DBw4EHK5HA4ODnB0dMTly5fv+b7FixdDrVY3v0pKSto4OVHb6OfaDqN6uyCGT/0mIrovoyg227ZtQ3FxMSIjI7F//34MHToUOTk5AABBEFBSUgJ3d/d7vtfKygoKheKOF5FURYV64eDFYqRfuyl2FCIio2QUFw+Hh4fDx8cHAJCTk4MTJ05g/fr1qK6uhkajgY+PD6ZMmaLT+njxMEmZVivAe9kRhPfqiLXP63ZBPRGRORG92Ogbiw1J3crYTLy7NwN5f3kCjkprseMQERkVozgVRUS6m+HvDrmFDF8m54odhYjI6LDYEJkYB1srzPR3xxfHstDQqBU7DhGRUWGxITJBC0JUyCnX4Mf062JHISIyKiw2RCaoV0d7PNWnE1byqd9ERHdgsSEyUdFhXvj1ailO5leIHYWIyGiw2BCZqPBeLujbyR6r+NRvIqJmLDZEJkomkyEq1AtbT+SjqKpW7DhEREaBxYbIhE3z7QqFlRwbEnPEjkJEZBRYbIhMmJ2NJV4b0g1r4rNQz9FvIiIWGyJTFxmiwrWbtdhxulDsKEREomOxITJxKiclnu3vyqd+ExGBxYZIEqLDvJCYXY7knDKxoxARiYrFhkgChnZ3wsAuDlgZlyV2FCIiUbHYEElA0+i3Cv86VYDCyhqx4xARiYbFhkgiXh7UFe1trbAuIVvsKEREomGxIZIIWys55gR6YF1CNmobGsWOQ0QkChYbIgmZH+yJUnU9tp3k6DcRmScWGyIJ6dpegYmPuyEmNhOCIIgdh4iozbHYEElMVKgXTuRXID6Lo99EZH5YbIgkJtCzA/y7tUdMLG/YR0Tmh8WGSGJuPfX7h7PXkFuuETsOEVGbYrEhkqAXB3ZBRztrrInPEjsKEVGbYrEhkiBrSwvMC/LEhsQcqOs4+k1E5oPFhkii5gZ5oqq2Ef9Myxc7ChFRm2GxIZKozu1sMNmnC0e/icistKjYnD9/nn9REpmAqDAVzl67iSOXS8SOQkTUJlpUbD7//HNcv34d8fHx+s5DRHrk694BISpHrIzj6DcRmQeZ0IJDLydPnsT27duRnp6O3r17Q6lUonfv3ggKCoJKpTJATN1pNBoolUqo1WooFApRsxAZg+2nCjBpywlcfmcEujvbiR2HiMigWlRszp8/D29vb+Tl5cHDwwO1tbXIyMjA+fPncePGDURFRRkiq05YbIjuVN+oRfe/HcYLA92wfFx/seMQERlUi05FxcTE4MaNG8jLywMA2NjYYODAgZg8eTKcnJz0GpCIWsdKboHIEBW+TM5FVW2D2HGIiAyKp6KIzEBJdR3cPzqEz57ph8gQldhxiIgMpkXF5pacnByeiiIyEbO3n0Ls1VKk/+9wWFjIxI5DRGQQrbqPjYeHBwCeiiIyBVGhXrhQVI0DF4vEjkJEZDCtOmKTnZ2Nbt26oba2FnV1dWjfvr0+s7UIj9gQ3d/ItQmwsbTAvtkBYkchIjKIVh2xOX/+POLj46FQKJCYmKivTERkINFhXvj5QhEu3KgSOwoRkUG0qtgUFBSgsLAQgiBArVbrKxMRGcjT/TrDy0mJVbxhHxFJ1CMVm3PnzqGh4b/jotOnT8f58+cxZ84cODo66j0cEemX3EKGBSEqbE7JQ4WmXuw4RER6p3OxWbx4MYKDg/HMM880f00ul+P999/H0KFDMXz4cEPkIyI9e3VINwDAP47nipyEiEj/LHX9RplMhoqKCuzevRs//PADfvrpJ2RnZ8PJyQl1dXWYNm2aIXMSkZ50UFhhup87VsVlISrUC3KOfhORhOhcbLp27QoAePbZZ/Hqq69i1qxZqKioQHp6Op588kmDBSQi/YsK9cKa+GzsOX8d4/q7ih2HiEhvdC42ubn/PWw9ceJEhIaGAgDGjh2r/1REZFDenewx2rsjYmIzWWyISFJ0vsZmy5Yt8PLywosvvoj9+/fj5MmTaGxsBAAcO3bMYAGJyDCiQr1w+HIJzhRWih2FiEhvdL5B348//oinn34ap06dQlxcHOLi4pCamopOnTqhrq4OKSkphs6qE96gj0g3Wq2Avp8exbDuztjwwuNixyEi0otW3XkYAK5evYoPPvgAX3/9tb4ytQqLDZHuVh/Lwps/pSPvL+FwtrMWOw4RUau16gZ9ANC9e3fMmzdPH1mIqI294usOa0sLbErKETsKEZFetLrYAEBgYKA+VkNEbaydrSVmDemG1fFZaGjUih2HiKjV9FJsiMh0LQhRIa+iBjvPXhM7ChFRq7HYEJm57s52eKZfZ6yMyxI7ChFRq7HYEBGiQ70Ql1mKE3kVYkchImoVFhsiwoiezhjg2g4r+dRvIjJxLDZEBJlMhqhQFb5LK8D1m7VixyEiajEWGyICAEwZ7A57GznWJ2SLHYWIqMVELzZXrlzB1KlT8dlnn2HmzJnYs2dP87LExERYWVnh2jVOaxAZmtJajtkBHlibkI26Bo5+E5Fp0vkhmIZSVlaGGTNmIDw8HEVFRfDz80N2djaqq6uxZcuW5qeKE5HhzQ9W4bNfr2L76QJMGewudhwiokcm+hEbPz8/hIeHAwC0Wi3s7e0BAB9//DHefffdh76/vr4eGo3mjhcRtYyHowITBrhiZWyW2FGIiFpE9GJzu1WrVmHZsmXYs2cPHn/8cZ2O1ixduhRKpbL55ezs3AZJiaQrOswLybnlSMwuEzsKEdEjM5pis3XrVri5uWHs2LE4fPgwsrOz8fe//x0VFRX44osvcPr06Xu+b/HixVCr1c2vkpKSNk5OJC0hKkcM6uqAmFiOfhOR6Wn10731Ydu2bbh27Rqio6Oxf/9+DB06tPnJ3CqVComJiXB1ddVpXXy6N1HrfX08F69tP42sxSPRtT3/PyIi0yH6EZuUlBTMnTsXO3fuxPDhwzFv3jzU1jbdR2PZsmWoqKjA559/juvXr4uclMh8TB7UBU5KK6yN5+g3EZkWozhio088YkOkH+//fAFrE7KR+94TsLWSix2HiEgnoh+xISLjNC/YExU19fgurUDsKEREOmOxIaJ7cnOwxYsDuyAmLhMSO7BLRBLGYkNE9xUVqsKpgkrEXi0VOwoRkU5YbIjovoZ4OCLQswNi+NRvIjIRLDZE9EBRoV7YdfYaskrVYkchInooFhsieqCJj7vBtZ0N1sRniR2FJCohqwyf/HIZDY18+Cq1HosNET2QldwC84NV2JiUi+raBrHjkIQIgoD/d/QKwtbE48/7MvDK9ydZbqjVWGyI6KHmBHpAU9+ILSfyxY5CElGmrsOEzSl4a895fDzaGwfmBGDnmWuY9h3LDbUOiw0RPVRHexu8PKgrVnL0m/QgNa8cvp/HITm3HIcjgvDOyJ4Y1bsj/jNrCHafu4apLDfUCiw2RKSTqFAV0q9X4dClYrGjkIkSBAFrjmUheFU8vJwUSFs0FMN6ODcvf6KXC/7z6hD8eO4apvwzjeWGWoTFhoh04tO1PYZ2d8JKPvWbWuBmTQNe3pqGBbvO4p2RPXBgTiA6t7O56/tG/l5ufkq/jpe3pqGe5YYeEYsNEeksOswLezJu4HJxtdhRyIScKayEX0wsDl0qxs+vBeCDP3lDbiG77/eP7OWCvbOGYM/5Gyw39MhYbIhIZ+P6dUa39gqs4g37SEebj+ciYGUcOtpZI21RGJ707qjT+4b3dMHe14Zg7/kbeGnLCZYb0hmLDRHpzFJugQUhKnx1PA+VNfVixyEjpq5rxKvbTmHmtlOIDFbhyLwguHdQPNI6hvVwxt7XhmBfRhEms9yQjlhsiOiRzArohgatFpuP54kdhYzUhRtVCFwVh51nr2HXDD98+kw/WMlb9uNmWA9n7HttCPZfKMKkb0+groHlhh6MxYaIHomT0hqv+Lpj1bFMaLUc/aY7bTtZAL+YWNjILXDi9TA8O8C11esc+nu5OXCxCJO2pLLc0AOx2BDRI4sK9cLlYjX2ZdwQOwoZidqGRiz44QwmbzmB6b7uiFsQDC9npd7WH9bdGT/PDsChS8V48VuWG7o/mSCxu21pNBoolUqo1WooFI92PpeIdDdqfSJkMuDAnECxo5DIMkvUeOHbVFwoqsKmFwZikk8Xg33WscxSjN6UhJE9XbB9mi+sLfnvc7oT/0QQUYtEh3nh4MVipF+7KXYUEtGP565h8OexqGvUIiU6zKClBgBCvJzw82sBOHy5GBO/SUVtQ6NBP49MD4sNEbXIU306oYezEquOZYkdhURQ36jF//6Ujme/SsGEAa5IXBgK7072bfLZIV5O2D87AEevlGDi1yw3dCcWGyJqEQsLGRaGqvBNSh7K1HVix6E2lFeuwYi1CVgdn4V/vDgQ/5g0EEpreZtmCFY1lZtfr5bieZYbug2LDRG12Ez/brCwAL5MzhU7CrWRAxeKMGhFLIqr65AUFYqZQ7qJliVI5YgDcwIQm1mK5zanoqae5YZYbIioFRxsrTDTvxu+OJbFBxZKXKNWwPs/X8DoTUkI7+WC49FheMzNQexYCPR0xIHZAYjLKsVzX6ew3BCLDRG1zsIQFXLKNfgp/brYUchArt+sxZMbEvF/R65g9YQB+OeUQWhnayl2rGYBv5ebY1llmLCZ5cbcsdgQUav06miPp/p0Qgyf+i1Jv10pwaAVv+FqiRrHFgRjXrAKMtn9H2AplgBPRxycE4CEbJYbc8diQ0StFhXqhV+vluJUQaXYUUhPtFoBfz98GSPWJWBItw44sSgMft06iB3rgYZ4OOLgnEAkZJfh2a9SoGG5MUssNkTUaqN6u6BvJ3us5FO/JaGkug7jvjqOv/x8AZ8+3Q87Z/jBUWktdiyd+Ht0wKG5gUjOLcezXx1nuTFDLDZE1GoyWdPo99YT+SiqqhU7DrVCUnYZBq+IxcmCShydF4Q3hnU3ylNPD+LXrQMOzQ3A8dwKlhszxGJDRHrxiq87FFZybEzKETsKtYAgCIiJvYqwNfHo29keaYvCEOLlJHasFvN1byo3KbkVGPeP41DXsdyYCxYbItILOxtLvDakG9bEZ6Oeo98mpUJTjxe+ScUbP6bj/VG9sXfWEHS0txE7Vqs1lZtApOZVYNxXLDfmgsWGiPQmMkSFwsoa7DhdKHYU0tHJ/Ar4xcQiLqsMB+cE4r3wXrCwMK1TTw8y2L09fokIRFp+BZ75RzLLjRlgsSEivVE5KfFsf1esjMsSOwo9hCAI2JiYjcBVx9DVwRZpi8IwspeL2LEMYlDX9vhlbiBOFlTi6S+TUV3bIHYkMiAWGyLSq6hQFRKyy3A8p1zsKHQfVbUNeOW7k5jz7zP4n2HdcWhuINwcbMWOZVA+v5ebU4WVePofx1luJIzFhoj0algPZzzu1o6j30Yq/dpNDImJw96MG9gzyx9Lx/SBpdw8fhT4dG2PwxFBOMNyI2nm8aeZiNqMTCZDdJgXtp0qQGFljdhx6DZbUvPgHxMHB1tLpC0aiqf6dhY7Upsb2MUBhyOCcPbaTTz1ZTKqWG4kh8WGiPTupUFd4WBjiXUJ2WJHIQA19Y2Y++/TmPbdScwJ9MBv84Ph4agQO5ZoHu/igMMRgUi/XoWnNrHcSA2LDRHpncJKjrlBnliXkI3aBk6hiOlycTWCVh3D9ycLsGO6L1Y82x/Wlvyr/zG3pnJz/gbLjdTwTzcRGcT8YE+UqOux7SRHv8Wy43QhfD+PhUwGnHg9DM895iZ2JKPymJsDjkQEIuNGFcZsSsbNGpYbKWCxISKD6NpegYmPu2FlXCYEQRA7jlmpa9Di9d3nMPGbVLzk0wXxC0LQw8VO7FhGaYCbA47MC8LFoiqM2ZTEciMBLDZEZDDRoV5IzatAfFaZ2FHMRk6ZBkPXxGNjYg6+fckH6yY+DlsrudixjFp/13Y4EhGES8XVGL0pCZU19WJHolZgsSEigwn07AA/9/aIieXod1vYk34dg1b8hpu1DTgeHYqpvu5iRzIZ/X4vN1dK1Bi9MZnlxoSx2BCRwdwa/f7h7DXklmvEjiNZDY1a/HlvBp7+x3GM7dsJyVGh6OfaTuxYJqep3ATiainLjSljsSEig3pxYBd0tLPGmvgssaNIUmFlDcLXJ2L5b1ex8YXH8fVkH9jZWIody2T17dwOR+cFIbNUjT9tTEKFhuXG1LDYEJFBWVtaICLIExsSc/gAQj07fKkYPst/Q35lDRIXhuC1AA/IZNJ5gKVY+nSyx5F5Qcgq1bDcmCAWGyIyuIggT9ysbcA/0/LFjiIJWq2Ajw5eRPiGRIR5OSElOgw+XduLHUtS+nSyx9F5Qcgp1+DJDUkoZ7kxGSw2RGRwndvZYLJPF8TEcvS7tYqqajFmUzI+OnQJMc/2x/ZXfNFeYSV2LEny7mSPIxFByK3Q4MkNiSw3JoLFhojaRHSYF85eu4mjV0rEjmKyjmWWYtCKWGTcqELs/GAsDPXiqScD8/79yE1+RQ3LjYlgsSGiNuHr3gEhKkeOfreAIAj4f0evYNjaBPh0cUDaG2EI8HQUO5bZ6N2xqdwUVNZi1PpElKnrxI5ED8BiQ0RtJirUCz+mX8fVkmqxo5iMMnUdJmxOwdt7M7B0tDd+nOkPJ6W12LHMTq/fy03hzVqM2pDEcmPEWGyIqM1MeMwVXR1ssfoYn/qti5TccgxeEYvk3HIcnhuIt0f2hIUFTz2JpaeLHY7OC8L1m7UIX5+EUpYbo8RiQ0RtxkpugfnBKnyZnMOnKT+AIAhYcywLIV/Eo4eLHdIWDcXQHs5ixyL8t9zcqKpF+PpElhsjJHqxuXLlCqZOnYrPPvsMM2fOxJ49e5CcnIwZM2bg008/xZQpU5CUlCR2TCLSkzmBHqht0OKblDyxoxilmzUNeHlrGhbsOot3R/bA/tkB6NzORuxYdJsev5eb4uo6lhsjJBNEnr1MSUlBeXk5wsPDUVRUBD8/P6xevRoqlQoDBgzA8ePH8eabb+LXX3/VaX0ajQZKpRJqtRoKhcLA6YmoJWZvP4XYq6VI/9/hPLVymzOFlZj4TSpK1fXY+vIgPOndUexI9ABXS6oxYm0inJRWODQ3EM52vPbJGIh+xMbPzw/h4eEAAK1WC3t7ezz99NMYMGDAHV+7n/r6emg0mjteRGTcokK9cKGoGgcuFokdxWhsPp6LgJVx6GhnjZNvhLHUmIDuzk1HbkrV9XhifSKKq3nkxhiIXmxut2rVKixbtuyOr61fvx4fffTRfd+zdOlSKJXK5pezM89DExm7x9wcMKKHM1bGcfRbXdeIV7edwsxtp7AgRIUj84LQtT2PNpsKL2cljs4LQrmmHk+sS2C5MQKin4q6ZevWrSgvL0dkZGTz1z799FP07NkTEyZMuO/76uvr0dDw34sQNRoNnJ2deSqKyMjtPnsN4zenIOOt4fDudP+jslJ24UYVJn6TiryKGnw9eSDG9XcVOxK1UFapGsPXJqC9rSV+iQiCC09LicYojths27YNxcXFiIyMxP79+6HRaBATEwNPT09MmDABu3btuu97raysoFAo7ngRkfF7ul9neDkp8cWxLLGjiGLbyQL4xcTC1tICaYvCWGpMnMpJiV/nBaGypgEj1yWgqKpW7EhmS/QjNikpKQgPD4ePjw8AICcnB8uXL8drr73WfJ3NjRs3kJ6ertP6ePEwkelY/utVLDlwAXnvhZvN845qGxrxxo/pWBOfjQUhKnz2TF/YWMrFjkV6kl2qxoh1ibCzluOXuYHoxIm2Nid6sdE3Fhsi01GuqYf7R4fw0WhvLBraXew4BpdZosYL36biQlEVNr0wEJN8uogdiQwgp0yD4WsToLSS43AEy01bM4pTUURknjoorDDdzx1fHMtCo1ZS/8a6y+6z1zD481jUNWqR+noYS42EeTgqcHReEDQNjRi5LhE3bvK0VFtisSEiUS0M9cLVEjX2nL8udhSDqG/U4s2f0jF+cwqef8wViQtD0bujeV4sbU5uLzcj1iXgOstNm+GpKCIS3eiNSahv1OKXiCCxo+hVXrkGk7acQFp+BdY+9xim+3cTOxK1sbzyptNS1nILHI4IhKuDrdiRJI9HbIhIdNGhXjh8uQRnCyvFjqI3By4UYdCKWJRU1yE5KpSlxky5d2g6clOv1WLEukRcq6wRO5LksdgQkej+5N0RvTvaYWVclthRWq1RK+D9ny9g9KYkhPdywfHoMAxwcxA7FonoVrlp+L3cFLLcGBSLDRGJzsJChoUhKmw5kYcSE75z6/WbtXhyQyL+78gVrJ4wAP+cMgjtbC3FjkVGoGv7pnLTqBUwYm0Cy40BsdgQkVGY7tcNVnILbErKETtKi/x6pQQ+y39DZqkG8QuDMS9YBZmMD/ik/7pVbgQAw9cmoKCC5cYQWGyIyCi0s7XEq/7dsDo+Cw2NWrHj6EyrFfDJL5cxcl0CAj074MSiMPi6dxA7FhmpLu1tceT3i+RHrGO5MQQWGyIyGgtCVMirqMGus9fEjqKTkuo6PPOP43h//wV8+nQ//DDdDx3M5A7K1HJd2tvi6LwgyNB05Ca/QiN2JElhsSEio9HDxQ5P9+2MGBO4iDgpuwyDV8TidGElfp0fhDeGdeepJ9KZm4MtjswLgtxChhFrE1lu9IjFhoiMSnSYF+IyS3Eir0LsKPckCAJiYq8ibE08+na2R9obQxGschI7FpkgNwdbHIkIhNxChuFrE5BXznKjDyw2RGRURvZ0Rv/O7bAyLlPsKHep0NTjhW9S8caP6Vgyqjf2zhoCFztrsWORCXN1aDotZWVhgeFrE5DLctNqLDZEZFRkMhmiwlT4Lq3AqG5Dn5ZfAd/PYxGXVYZDcwOxOLwXLCx46olar3M7GxyZFwQbS5YbfWCxISKjM3WwO+xt5NiQmC12FAiCgA2J2QhadQzu7W2RtigMI3q6iB2LJKZzOxscjgiC7e/lJqeM5aalWGyIyOgoreWYHeCBNfHZqGsQb/S7qrYBr3x3EnP/fQb/M6w7Ds0NhBuf9UMG0rmdDY5EBEFhKWe5aQUWGyIySvODVSiqrsO/TxeK8vnp125iSEwc9mbcwN5ZQ7B0TB9YyvlXJhlWp3Y2ODIvEHbWTeUmu1QtdiSTw/9LicgoeTgqMGGAK2Ji2/4i4i2pefCPiUN7hSXSFg3FmL6d2jwDma+O9jY4HBEIe5umcpPFcvNIWGyIyGhFhaqQnFuOxOyyNvk8TX0j5mw/jWnfncTcIA/8Oi8YHo6KNvlsott1tLfBL3MD0c7WkuXmEbHYEJHRCvVywqCuDm0y+n25uBrBq45h26kC/DDdF8vH9Ye1Jf+KJPE0HbkJQnuWm0fC/2uJyGjJZDJEh3ph+6lCg96ZdcfpQgxeEQuZDDjxehgmPOZmsM8iehQudtb4JSIIHRRWGLYmAZklLDcPw2JDREZtkk8XOCqssDZe/6PfdQ1avL77HCZ+k4qXB3VB/IIQ9HCx0/vnELWGi501fpkbCCelFYatjcfVkmqxIxk1FhsiMmq2VnJEBHlifWIOauob9bbe7FI1wlbHY1NSDra87IN1Ex+HrZVcb+sn0idnO2scmhsIFztrDF+bgCvFLDf3w2JDREYvIsgT5Zp6fJdWoJf17Um/jkErYlFd14jj0aGYMthdL+slMiSWG92w2BCR0evS3hYvDnTDyrhMCILQ4vU0NGrx7t7zePofx/FMv85IigpB387t9JiUyLCclE3lppO9DYavTcBllpu7sNgQkUmIDvPCyYJKxF4tbdH7Cypq8MT6RHz+WyY2vfA4Nk8eCDsbSz2nJDK8pnITgM7tmsrNpaIqsSMZFRYbIjIJQzwcEeDRATEtGP3+5VIxBq34DQWVNUiMCsWsAA/IZHyAJZkuR6U1Ds4JgBvLzV1YbIjIZESHeWHX2Ws632ZeqxXw0cGLGLUhEcO6OyP19TAM7OJg4JREbcNRaY2DcwPRxcEWw9cm4CLLDQAWGyIyIc8/5obO7WywOj7rod9bVFWLMZuS8dGhS1j5bH9smzYYDrZWhg9J1IY6KKxwcG4gurZnubmFxYaITIa1pQXmB6uwMSkX1bUN9/2+uMxSDFoRiwtFVYiLDMaCUC+eeiLJ6qCwwoE5gejWXoHhaxNw4YZ5lxsWGyIyKXMDPaCpb8SWE/l3LRMEAZ8dvYLhaxMwqIsDTiwKwxAPRxFSErWtpnITAI8OTeUmw4zLDYsNEZmUjvY2eMmny12j32XqOozfnIJ39mbgb2O8sXumP5yU1iImJWpb7RVW2D87AConBUaYcblhsSEikxMd5oX061X45VIxACAltxyDV8QiJbccRyIC8daInrCw4KknMj+3l5vhaxNw/vpNsSO1OZnQmrtdGSGNRgOlUgm1Wg2FQiF2HCIykGFr4uFgY4nRfTrhjR/TMbS7E7a+PAid2tmIHY1IdJU19Ri9MRlXS9U4PDcQ/VzN50aULDZEZJJ2nC7ExG9SIZMBS0b1xnvhvSDnURqiZjdrGjB6UxIuF1fjcEQQ+ptJuWGxISKT1NCoRdSuc5jwmCtG9e4odhwio3SzpgFjNiXhYlE1jswzj3LDYkNERCRhN2sa8NSXybhwowqHIwIxwE3aN6nkxcNEREQS1s7WEntnDYF3J3uMXJeIs4WVYkcyKBYbIiIiiWtna4l9rw1Bn072GLEuEWckXG5YbIiIiMyAvY0l9r42BP0622PE2gScLpBmuWGxISIiMhP2Nk2npQa4tsPIdQk4JcFyw2JDRERkRuxsLLFn1hA85uaAJyRYblhsiIiIzIydjSX+86o/HndzwMh1CTiZXyF2JL1hsSEiIjJDdjaW+M+sIfDp4oCR6xKRJpFyw2JDRERkppTWcvz06hAMdm+PJ9Yl4kSe6ZcbFhsiIiIzprSW48eZ/vB1b4/w9aZfblhsiIiIzJzSWo4fX20qN0+sT0RqXrnYkVqMxYaIiIigsGoqN/7d2iN8fRJScsvFjtQiLDZEREQEoKnc7J7pjwCPDghfn4jjOeViR3pkLDZERETUTGElx64Zfgj0dMSoDYlIzikTO9IjYbEhIiKiO9j+Xm6CPB0xakOSSZUbFhsiIiK6i62VHDtn+CFE1VRukrJNo9zIBEEQxAxw5coVLFmyBD4+Pjh37hwmTpyIsWPHIiYmBiUlJSgsLMSiRYvQr18/ndan0WigVCqhVquhUCgMnJ6IiEjaahsa8dzmVMRmluLAnAAEejqKHemBRC82KSkpKC8vR3h4OIqKiuDn54fDhw9j3rx5OHDgALKzszF9+nQcPXpUp/Wx2BAREelXbUMjnv86Fb9dLcX+2QEIUhlvuRH9VJSfnx/Cw8MBAFqtFvb29jh8+DB8fX0BAJ6ensjIyEBdXd09319fXw+NRnPHi4iIiPTHxlKOHdN9May7E/60MQnxWaViR7ov0YvN7VatWoVly5ahuLgY9vb2zV+3t7dHSUnJPd+zdOlSKJXK5pezs3NbxSUiIjIbNpZy/Hu6L4b3cMafNibhWKZxlhujKTZbt26Fm5sbxo4dCxcXF1RVVTUvq6qqum9hWbx4MdRqdfPrfgWIiIiIWsfGUo7trwzGyJ4uGL0pCXFGWG6Moths27YNxcXFiIyMxP79+xEcHIy0tDQAQE5ODvr06QNra+t7vtfKygoKheKOFxERERmGjaUc26f54omeLhi90fjKjVFcPBweHg4fHx8ATUXmxIkT+Prrr1FRUYH8/HxER0dzKoqIiMiI1DVoMWlLKg5eLMa+14YgrLtxXAoierHRNxYbIiKitlHXoMXkLSdw4GIR9s4agqE9xC83RnEqioiIiEyPtaUFtk0bjD95d8RTXybj1yviX+fKYkNEREQtZiW3wPdTB2O0d0c8tSlZ9KeCs9gQERFRq1jJLfDd1MGYG+SBEvW97zvXVniNDREREUkGj9gQERGRZLDYEBERkWSw2BAREZFksNgQERGRZLDYEBERkWSw2BAREZFksNgQERGRZLDYEBERkWSw2BAREZFksNgQERGRZLDYEBERkWSw2BAREZFkWIodQN9uPdNTo9GInISIiIj0zdbWFjKZ7L7LJVdsampqAADOzs4iJyEiIiJ9U6vVUCgU910uE24d4pAIrVaL8vLyhza6R6XRaODs7IySkpIH/oaaOnPYTm6jdJjDdnIbpcMctrMtttHsjthYWFjAycnJYOtXKBSS/QN5O3PYTm6jdJjDdnIbpcMctlPMbeTFw0RERCQZLDZEREQkGSw2OrK0tMSSJUtgaSm5s3d3MIft5DZKhzlsJ7dROsxhO41hGyV38TARERGZLx6xISIiIslgsSEiIiLJkO6Jvlb617/+heTkZKjVakyePBlDhw69Y3lMTAxKSkpQWFiIRYsWoV+/fiIlbbmHbaNKpYJKpQIATJw4EQsWLBAhZeukp6dj/vz5GD16NN555527lkthPz5sG6WwH69cuYIlS5bAx8cH586dw8SJEzF27Ng7vsfU96Uu2yiFfVlWVoYZM2YgJCQE586dQ3h4OKZNm3bH95j6vtRlG6WwLwEgMzMTAwcOxIEDBxAYGHjHMtH2o0B3qaysFAYNGiRotVpBrVYL/fv3FxobG5uXX758WRg1apQgCIKQlZUlDBs2TKSkLfewbRQEQViyZIk44fTo+++/F9577z3hk08+uWuZFPajIDx4GwVBGvvx+PHjwsGDBwVBEIQbN24IHh4edyyXwr582DYKgjT2ZVFRkfDPf/5TEARBKC8vFzp37nzHcinsy4dtoyBIY182NjYKERERQmBgoJCQkHDHMjH3I09F3UNiYiK8vb0hk8mgUChgZ2eHK1euNC8/fPgwfH19AQCenp7IyMhAXV2dWHFb5GHbCACxsbH49NNPsWTJEhQUFIiUtHUmTZoEuVx+z2VS2I/Ag7cRkMZ+9PPzQ3h4OICmu4vb29vfsVwK+/Jh2whIY1+6uLjgpZdeAtD0r/0+ffrcsVwK+/Jh2whIY1+uWLECc+fOhY2NzV3LxNyPPBV1D8XFxXf8pdKuXTsUFxejV69e91xub2+PkpISuLm5tXnWlnrYNgLA3/72NwQEBODixYuYMGECkpKSxIhqMFLYj7qQ2n5ctWoVli1bdsfXpLYv77WNgLT25dq1a7F161YsX778jq9LaV/ebxsB09+XJ0+eBAD4+Pjcc7mY+5FHbO7BxcUFVVVVzb++efMmXFxc7ru8qqrK5B66+bBtBICAgAAAQO/evZGdnX3H90uBFPajLqS0H7du3Qo3N7e7rj2R0r683zYC0tqX8+bNw759+zB16lSUlpY2f11K+/J+2wiY/r7cs2cPampq8Pe//x05OTn49ttvERsb27xczP3IYnMPt1o00PS08OrqanTv3h2FhYUAgJEjRyItLQ0AkJOTgz59+sDa2lq0vC3xsG385ZdfcPDgQQBAZWUl5HI57OzsRMurL4IgSGo/3svt2yil/bht2zYUFxcjMjIS+/fvh0ajkdy+fNA2SmVfpqam4vTp0wCajhTb2NigqKhIUvvyYdsohX25ePFiLF68GO+88w48PDwwbdo0hIaGGsV+5Kmoe3BwcMDbb7+Nt99+G2q1GqtXr0ZWVhZefvllJCUloUePHhgzZgw+/PBD5OfnY82aNWJHfmQP20ZnZ2d8+OGHOH36NDIyMrBp0ya9Pi29rezYsQO//fYbrKys0LdvXwwYMEBS+xF48DZKZT+mpKRg7ty58PHxwc6dO5GTk4Pt27dj/vz5ktmXD9tGqexLuVyOTz75BP7+/sjPz8f48eNhaWmJ8ePHS2ZfPmwbpbIvAWDDhg3Izs7G5s2b4ejoiFdeeUX0/cg7DxMREZFk8FQUERERSQaLDREREUkGiw0RERFJBosNERERSQaLDREREUkGiw0RERFJBosNERERSQaLDZEZiouLQ3h4ODp16oQFCxZgypQpGDduHHbs2PHQ977zzjt33Gzrhx9+wHPPPYeFCxdi0aJFGD58OI4ePWqQ3OvWrUPXrl1x9OhR5OTkYMKECRg+fLhBPuthqqurMX36dKhUKlE+n4juo82eI05ERuWrr74SfH19m39dWFgoPP7448Ly5csf+L7r168L5eXlzb8eNWqUcOjQIUEQBKG8vFwYNmyYcOTIEYNkFgThjvUfOXJEGDZsmME+62EyMzMFT09P0T6fiO7GIzZEBABwdXXFsmXL8Je//AUajQbvvvsuOnTogA8++ABPP/00lEol0tLSMGnSJERHRwMA1qxZg7NnzyImJgaLFy/Grl27cPHiRSxfvhwRERG4fv36HZ/x5z//GQqFovnJ1W+//TY+/vhjAEBMTAz69euH5ORklJaWYtasWXjzzTcxbdo0fPnll4+0LRUVFQgMDIRKpcKHH36I0NBQhISEoKysDADw7rvvNt/C/uLFixgxYgRmzJjRnMPV1RVvvvkmJkyYgF69emHnzp149913ERgYiLFjx6KxsbH5swRBwF//+ldMnToVw4YNw7lz5wAAGo0GCxcuxBtvvIHZs2fjo48+AtD0PCiVSoW5c+di0qRJ6NKlCz7//PNH2j4iegCxmxURieOPR2wEQRBKSkoEAEJycrIgCE1HR/7nf/5HEARB2L17t5CTkyN89dVXwvTp05vf88cjNA87YtOtWzfh0qVLgiAIQnBwsDB48GBBEATh1KlTwsqVKwVBEISpU6cKmzdvFgRBEBoaGgSVSiWkp6fftf4HHbHJzMwULC0thbNnzwqCIAgvvPCCsGHDhublt//198dtmj59ujBt2jRBEATh4MGDgr29vZCRkdGc+cCBA82fYWFh0bw933//ffPv6XvvvSf89a9/bV5ncHCw8PPPPwuCIAhLliwRAgMDhfr6eiEjI0M4ePDgfX+/iOjR8CGYRHSX2x/IN2rUKADAuHHj9LLu8ePHY9euXRgzZgyef/55fPLJJ8jOzsauXbswc+ZMAMC+ffsgCELz04F79eqF7Oxs9O3b95E+y8XFBf379wcAeHt7Nz95WBchISEAgB49esDe3h7e3t4AgJ49e96xnk6dOqFnz54AgGHDhmHy5MmorKzEvn370KVLF7z++usAACcnJxQUFDS/b/jw4bC0tIS3t3fzuomo9VhsiKjZ8ePHYWdn11wGAMDGxkavnzF+/Hi8//77qK2txbRp03D27Fns2rULubm56NatW/P3RUREIDQ0FABQW1sLC4tHP3N+e3a5XA6tVnvHcq1WCwsLC9TX19/3vTKZ7I71yGSyO9ZzewkUbnumsCAIePHFFzF16lQAQH19/R3v0/fvKxE14TU2RAQAuHbtGt566y18/PHHUCgULV6Pra0tGhsbcfr0aSQnJ9+1fOjQobh48SLOnDkDDw8PTJgwAWvWrEH37t2bv+epp57CwYMHm389ZcoU5OXltTjTvbi6ujYfeUlNTW3xeq5fv46rV68CAH799Vf4+vrCwcEBY8eOvWMb3nrrLSQlJbUuNBE9FI/YEJmhuLg4bNmyBTk5OViwYAHKyspQWVmJ999/H88//zwA4KuvvsKlS5cQExMDS0tLhIaG4uTJk9iyZQvy8/OxY8cOFBUVNX9PZWUlxo0bhxdffBGffvopLC0tsXz58rs+29LSEk899VTz6ZtRo0YhPz8fEyZMaP6ezz//HAsWLMD8+fMhCAKeeeYZeHl5Yd26dc2f5+XlhZiYGFy6dAkbN27E7Nmzm9/f0NCAJUuWoLS0FDExMQgMDMTevXsBAH/6058QFBSEv/71r3jllVfg6+sLe3t7/Prrr9ixYwesrKyQlJSEvLw8hISE4OOPP25eT69evZqX+fv7Y9myZXBzc8OXX36JwsJCXL58GV9//TWApguUFy1ahNdeew1KpRIeHh4YOnQo4uLimrN4eno2n34jIv2QCbcfOyUiIiIyYTwVRURERJLBYkNERESSwWJDREREksFiQ0RERJLBYkNERESSwWJDREREksFiQ0RERJLBYkNERESSwWJDREREksFiQ0RERJLx/wGUhWg1Bv4jTgAAAABJRU5ErkJggg==", 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", 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid,drift_curv,a,l,data_bad,data_good,critical_gradients = critical_gradient_analysis(eq_w7x2,n_turns=10,n_points=2000)" + ] + }, + { + "cell_type": "code", + "execution_count": 282, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Top 5 Dominant frequencies: [0.07461481 0.14922962 0.32830517 0.5521496 0.22384443]\n", + "Associated periods: [4.26604156 2.13302078 0.9695549 0.5764921 1.42201385]\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from scipy.fft import fft, fftfreq\n", + "from scipy.signal import find_peaks\n", + "\n", + "machine = \"NCSX\"\n", + "\n", + "zeta = grid.nodes[:,-1]\n", + "\n", + "# Number of sample points and sample spacing\n", + "N = len(drift_curv)\n", + "T = np.mean(np.diff(zeta)) # Sample spacing, assuming l is evenly spaced\n", + "\n", + "# Compute the Fast Fourier Transform (FFT)\n", + "fft_values = fft(drift_curv)\n", + "fft_frequencies = fftfreq(N, T)[:N//2] # Positive frequencies\n", + "\n", + "# Compute the power spectrum (magnitude of FFT values)\n", + "power_spectrum = np.abs(fft_values[:N//2])\n", + "\n", + "# Limit frequencies and power spectrum to be below 1.5\n", + "frequency_limit = 1.5\n", + "limited_indices = fft_frequencies < frequency_limit\n", + "\n", + "# Filter the frequencies and power spectrum to be under 1.5\n", + "limited_frequencies = fft_frequencies[limited_indices]\n", + "limited_power_spectrum = power_spectrum[limited_indices]\n", + "\n", + "# Find peaks in the limited power spectrum\n", + "peaks, properties = find_peaks(limited_power_spectrum, height=0) # Adjust height threshold as needed\n", + "\n", + "# Get the peak heights\n", + "peak_heights = properties[\"peak_heights\"]\n", + "\n", + "# Round the frequencies to group close ones together (e.g., to 2 decimal places)\n", + "rounded_frequencies = np.round(limited_frequencies[peaks], 3)\n", + "\n", + "# Combine peaks with similar frequencies by keeping the one with the highest peak\n", + "unique_frequencies, unique_indices = np.unique(rounded_frequencies, return_index=True)\n", + "\n", + "# Sort the peaks by height and select the top 5 after rounding\n", + "sorted_peak_indices = unique_indices[np.argsort(peak_heights[unique_indices])[::-1]]\n", + "top_5_indices = sorted_peak_indices[:5] # Take the top 5 largest unique peaks\n", + "\n", + "# Extract the corresponding frequencies and periods\n", + "dominant_frequencies = limited_frequencies[peaks[top_5_indices]]\n", + "periods = 1 / (dominant_frequencies*np.pi) # Period = 1 / frequency\n", + "\n", + "# Define colors for the peaks\n", + "colors = ['red', 'blue', 'green', 'orange', 'purple']\n", + "\n", + "# Plot the limited Fourier spectrum and mark the 5 largest peaks\n", + "plt.plot(limited_frequencies, limited_power_spectrum, label=\"Fourier Spectrum (up to 1.5)\")\n", + "\n", + "pi_unicode = \"\\u03C0\"\n", + "# Plot each peak with a different color and add to the legend\n", + "for i, color in enumerate(colors):\n", + " magnitude = limited_power_spectrum[peaks[top_5_indices[i]]]\n", + " plt.plot(dominant_frequencies[i], magnitude, 'o', color=color)\n", + " plt.plot([], [], 'o', color=color, label=f'Period: {periods[i]:.2f}{pi_unicode}, Mag: {round(magnitude)}') # Empty plot for legend entry\n", + "\n", + "plt.xlabel('Frequency [1/zeta]')\n", + "plt.ylabel('Power')\n", + "\n", + "# Add legend\n", + "plt.legend()\n", + "plt.title(f\"Fourier spectrum of the cruvature drift for {machine}\")\n", + "plt.xlim(0, frequency_limit) # Limit x-axis to the frequency range\n", + "plt.show()\n", + "\n", + "# Output the dominant frequencies and their associated periods\n", + "print(\"Top 5 Dominant frequencies:\", dominant_frequencies)\n", + "print(\"Associated periods:\", periods)" + ] + }, + { + "cell_type": "code", + "execution_count": 287, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 287, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Ls = calculate_Ls(NCSX_eq,grid)\n", + "print(Ls)\n", + "first = check_peaks(data_bad[\"extrema\"],data_good[\"extrema\"])\n", + "print(first)\n", + "L_parallel = get_parallel_correlation_lengths(data_bad[\"values\"],data_good[\"values\"],Ls,first,type=\"next\")\n", + "print(L_parallel[1:5])\n", + "L_par = []\n", + "for i in range(len(L_parallel)):\n", + " L_par.append(zero_div(L_parallel[i]))\n", + "\n", + "plt.figure()\n", + "plt.plot(L_parallel[1:10])\n", + "plt.xlabel(\"Drift well number\")\n", + "plt.ylabel(r'$1/L_\\parallel$')" + ] + }, + { + "cell_type": "code", + "execution_count": 293, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1, 2, 3, 4])" + ] + }, + "execution_count": 293, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.arange(1,5)" + ] + }, + { + "cell_type": "code", + "execution_count": 327, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[22.269075646123103, 19.23098338899338, 14.577229906678408, 13.427370480147289, 17.59127471084785, 21.136287240556268, 14.442345123350005, 11.270263071048435, 13.26874790717812]\n", + "[3.037148085696643, 3.6812147151197827, 5.764656510756183, 5.057735077701608, 3.3768541988778296, 3.128149109017791, 4.129739536013432, 5.816062651084522, 3.9857640053706973]\n" + ] + } + ], + "source": [ + "vals = data_bad[\"values\"]\n", + "R_eff = [row[0] for row in vals]\n", + "L_par = [row[1] for row in vals]\n", + "print(R_eff[1:10])\n", + "print(L_par[1:10])\n", + "crit1 = [2.66*(a/R + 8.00*a/L) for (R,L) in zip(R_eff,L_par)]\n", + "crit2 = [2.66*(a/R) for R in R_eff]" + ] + }, + { + "cell_type": "code", + "execution_count": 333, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 333, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "# plt.plot(crit1)\n", + "plt.plot(crit2[1:10])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Critical_gradient2.ipynb b/Critical_gradient2.ipynb new file mode 100644 index 0000000000..4a3e5d1b93 --- /dev/null +++ b/Critical_gradient2.ipynb @@ -0,0 +1,929 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Critical gradient analysis of some stellarators #" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'desc'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[2], line 15\u001b[0m\n\u001b[1;32m 12\u001b[0m sys\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39minsert(\u001b[38;5;241m0\u001b[39m, os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mabspath(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[1;32m 13\u001b[0m sys\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mappend(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mabspath(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m../../../\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m---> 15\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mdesc\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mdesc\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mequilibrium\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcoords\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_rtz_grid\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mdesc\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mgrid\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Grid\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'desc'" + ] + } + ], + "source": [ + "# Imports\n", + "\n", + "import sys\n", + "import os\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.integrate import cumulative_trapezoid\n", + "from scipy.optimize import curve_fit\n", + "\n", + "# plt.rcParams.update({\"font.size\": 18})\n", + "sys.path.insert(0, os.path.abspath(\".\"))\n", + "sys.path.append(os.path.abspath(\"../../../\"))\n", + "\n", + "import desc.io\n", + "from desc.equilibrium.coords import get_rtz_grid\n", + "from desc.grid import Grid\n", + "from desc.compute.utils import dot\n", + "from desc.backend import jnp\n", + "from desc.plotting import plot_surfaces" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Loading equilibria ###" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Load heliotron equilibrium\n", + "eq_fam_helio = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/input.HELIOTRON_output.h5\")\n", + "eq_helio = eq_fam_helio[-1]\n", + "\n", + "# Load w7x high mirror equilibrium\n", + "eq_fam_w7x = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/w7x_output.h5\")\n", + "eq_w7x = eq_fam_w7x[-1]\n", + "\n", + "# Load precise QA equilibrium\n", + "eq_precise_QA = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/DESC_from_NAE_precise_QA_output.h5\")\n", + "\n", + "# Load NCSX equilibrium\n", + "eq_fam_NCSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/NCSX_output.h5\")\n", + "eq_NCSX = eq_fam_NCSX[-1]\n", + "\n", + "eq_fam_HSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/HSX_output.h5\")\n", + "eq_HSX = eq_fam_HSX[-1]\n", + "\n", + "eq_fam_w7x2 = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/W7-X_output.h5\")\n", + "eq_w7x2 = eq_fam_w7x2[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 206, + "metadata": {}, + "outputs": [], + "source": [ + "# Function to get value of a parameter directly\n", + "def get_value(eq,name,grid):\n", + " return eq.compute(name,grid=grid)[name]\n", + "\n", + "def get_arc_length (diff_l,grid):\n", + " # Integrate differential length along field line with respect to zeta\n", + " return cumulative_trapezoid(diff_l,x=grid.source_grid.nodes[:,2],initial=0)\n", + "\n", + "# Function to get the straight field line coordinate system\n", + "def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + " # Get initial grid to get iota value\n", + " initial_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " # np.array(rho),\n", + " np.array(alpha),\n", + " np.array(0),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf)\n", + " )\n", + " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", + " NFP = eq.NFP\n", + " n_tor = n_pol/(iota*NFP)\n", + " good_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " # np.array(rho),\n", + " np.array(alpha),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf),\n", + " )\n", + " return good_grid\n", + "\n", + "def get_drift_curvature(eq,grid):\n", + " cvdrift = get_value(eq,\"cvdrift\",grid=grid)\n", + " a = get_value(eq,\"a\",grid=grid)\n", + " B = get_value(eq,\"|B|\",grid=grid)\n", + " drift_curvature = a**2*np.multiply(cvdrift,B)\n", + " # drift_curvature = cvdrift\n", + " return drift_curvature,a\n", + "\n", + "# Function for plotting the drift curvature\n", + "def plot_drift_curv(eq,grid,drift_curv=None,diff_l=None,l=None,a=None):\n", + " \n", + " # Compute all necessary quantities if not provided\n", + " if drift_curv is None:\n", + " drift_curv,a = get_drift_curvature(eq,grid)\n", + "\n", + " if l is not None :\n", + " arc_length_vals = l\n", + " else : \n", + " if diff_l is None:\n", + " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + " arc_length_vals = get_arc_length(diff_l,grid)\n", + " \n", + " plt.figure()\n", + " plt.plot(arc_length_vals,drift_curv)\n", + " plt.xlabel(\"l\")\n", + " plt.ylabel(r\"$K_D$ [1/Tm]\")\n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": {}, + "outputs": [], + "source": [ + "# Quadratic fitting function for Kd peaks (bad curvature)\n", + "def Kd_quadratic(l, Reff_n, ln):\n", + " lc = (l[0]+l[-1])/2\n", + " return 1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", + "\n", + "# Quadratic fiiting function for Kd valleys (good curvature)\n", + "def Kd_quadratic_(l, Reff_n, ln):\n", + " lc = (l[0]+l[-1])/2\n", + " return -1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", + "\n", + "def fit_drift_peaks(l, Kd):\n", + " peaks = []\n", + " fits = []\n", + " values = []\n", + "\n", + " val_0 = Kd[0]\n", + " \n", + " # Find indices where Kd changes sign (crosses zero)\n", + " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", + " \n", + " # Initialize lists to store valid peak intervals\n", + " peak_indices = []\n", + " \n", + " len_thres = 50 \n", + " # Loop over zero crossing pairs to check if it's a peak or a valley\n", + " for i in range(0, len(zero_crossings)-1):\n", + " l_min_idx = zero_crossings[i]\n", + " l_max_idx = zero_crossings[i + 1]\n", + " len_peak = l_max_idx-l_min_idx\n", + "\n", + " # # Skip if there's insufficient data points\n", + " if len_peak < len_thres:\n", + " continue \n", + " \n", + " # Check the midpoint value of Kd\n", + " mid_idx = (l_min_idx + l_max_idx) // 2\n", + " if Kd[mid_idx]*val_0 > 0: # Keep the range if it's abad curvature (same as initial)\n", + " peak_indices.append((l_min_idx, l_max_idx))\n", + " else : \n", + " continue\n", + " \n", + " # Update threshold length depending on previous well\n", + " # len_thres = int(0.6*len_peak)\n", + "\n", + " p0 = np.sign(val_0)*np.array([0.1,1])\n", + " # Loop through valid peak indices and perform fitting\n", + " for l_min_idx, l_max_idx in peak_indices:\n", + " # Extract the arc length and Kd values within the peak\n", + " l_peak = l[l_min_idx:l_max_idx+1]\n", + " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", + " \n", + " # Fit the quadratic curve to the peak\n", + " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0)\n", + "\n", + " R_eff = np.abs(popt[0])\n", + " L_par = l[l_max_idx] - l[l_min_idx]\n", + " \n", + " # Store the peak data and fitting parameters\n", + " peaks.append((l_peak, Kd_peak))\n", + " fits.append(popt)\n", + " values.append([R_eff,L_par])\n", + " p0 = popt # TODO find better way of deinining initial guess\n", + "\n", + " data = {\n", + " \"peaks\" : peaks,\n", + " \"fits\" : fits,\n", + " \"values\": values,\n", + " }\n", + " return data\n", + "\n", + "def plot_drift_fits(l,drift_curv,data):\n", + " \n", + " fig, ax = plt.subplots(figsize=(10, 6))\n", + " ax.plot(l,drift_curv,label=r'$-K_D$')\n", + "\n", + " num_fits = len(data[\"fits\"])\n", + "\n", + " # Create a colormap\n", + " colormap = plt.colormaps['viridis']\n", + "\n", + " # Generate colors from the colormap\n", + " colors = [colormap(i / num_fits) for i in range(num_fits)]\n", + " \n", + " for (l_peak, pos_Kd_peak), (R_eff, ln), (R_eff_abs,L_par), color in zip(data[\"peaks\"], data[\"fits\"], data[\"values\"], colors):\n", + " plt.plot(l_peak, Kd_quadratic(l_peak, R_eff, ln), '--', label=f'Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$',color=color, linewidth = 1.5)\n", + "\n", + " ax.set_xlabel(r'$l$', fontsize=14)\n", + " ax.set_ylabel(r'$K_D$', fontsize=14)\n", + " ax.set_title('Curvature Drift ($K_D$) and Quadratic Fits', fontsize=16)\n", + " ax.grid=True\n", + " # ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", + " ax.legend(fontsize=12, loc='upper left') # Move the legend outside\n", + "\n", + "\n", + " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 224, + "metadata": {}, + "outputs": [], + "source": [ + "import scipy.ndimage\n", + "def moving_average(x, w):\n", + " return np.convolve(x, np.ones(w), 'valid') / w\n", + "\n", + "\n", + "def get_everything (eq,rho=0.5,alpha=0,n_pol=4,n_points=200,plot=True):\n", + "\n", + " # Create the grid\n", + " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_pol=n_pol,n_points=n_points)\n", + "\n", + " # Get all the necessary values\n", + " drift_curv,a = get_drift_curvature(eq,grid)\n", + "\n", + " # drift_curvature = scipy.ndimage.gaussian_filter1d(drift_curv, sigma=40)\n", + " # drift_curvature = moving_average(drift_curv, 5)\n", + " drift_curvature = drift_curv\n", + "\n", + " # Multiply drift curvature by a^2 as in initial article\n", + " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "\n", + " # Integrate the differentail length\n", + " l = get_arc_length(diff_l,grid)\n", + " # zeta = grid.nodes[:,2]\n", + "\n", + " # Get peaks and fits\n", + " data = fit_drift_peaks(l,drift_curvature)\n", + " # data = fit_drift_peaks(zeta,drift_curvature)\n", + "\n", + " # Plot everything\n", + " if plot :\n", + " plot_drift_fits(l,drift_curvature,data)\n", + "\n", + " return (grid,drift_curvature,a,l,data)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 225, + "metadata": {}, + "outputs": [], + "source": [ + "grid = get_rtz_grid(\n", + " eq_NCSX,\n", + " np.array(0.5),\n", + " # np.array(rho),\n", + " np.array(0),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " np.linspace(0,2*np.pi,200),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf),\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 217, + "metadata": {}, + "outputs": [], + "source": [ + "grid = get_field_line_grid(eq_NCSX,n_pol=5)" + ] + }, + { + "cell_type": "code", + "execution_count": 228, + "metadata": {}, + "outputs": [], + "source": [ + "diff_l1 = get_value(eq_NCSX,\"|e_zeta|r,a|\",grid);\n", + "B = get_value(eq_NCSX,\"|B|\",grid);\n", + "l = get_arc_length(diff_l1,grid)" + ] + }, + { + "cell_type": "code", + "execution_count": 196, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# drift,a = get_drift_curvature(eq_w7x,grid)\n", + "plot_drift_curv(eq_w7x,grid)" + ] + }, + { + "cell_type": "code", + "execution_count": 231, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid,drift_curvature,a,l,data=get_everything(eq_w7x,n_pol=3,plot=True);" + ] + }, + { + "cell_type": "code", + "execution_count": 189, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid,drift_curvature,a,l,data=get_everything(eq_NCSX,n_pol=10,rho=0.5,plot=True);" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_coeffs(data_bad):\n", + " values = data_bad[\"values\"]\n", + " R_eff = [row[0] for row in values]\n", + " L_par = [row[1] for row in values]\n", + " plt.figure()\n", + " plt.plot(R_eff)\n", + " plt.xlabel(\"Drift well number\")\n", + " plt.ylabel(r\"$R_{eff}$\")\n", + " \n", + " plt.figure()\n", + " plt.plot(L_par)\n", + " plt.xlabel(\"Drift well number\")\n", + " plt.ylabel(r\"$L_{\\parallel}$\")" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_critical_gradient(a,R_eff,L_par):\n", + " return 2.66*(a/R_eff+8.00*a/L_par)\n", + " # return 2.66*(a/R_eff) \n", + " \n", + "\n", + "def get_critical_gradients(a,R_effs,L_pars,plot=True):\n", + " critical_gradients = []\n", + " for (R_eff,L_par) in zip(R_effs,L_pars) : \n", + " critical_gradients.append(calculate_critical_gradient(a,R_eff,L_par))\n", + " if plot :\n", + " plt.figure()\n", + " plt.plot(critical_gradients)\n", + " plt.ylabel(r'$a/L_T$')\n", + " plt.title(f\"Critical gradients\")\n", + "\n", + " # Find the minimum value and its index\n", + " min_value = np.min(critical_gradients)\n", + " min_index = np.argmin(critical_gradients)\n", + "\n", + " # Annotate the minimum value on the plot\n", + " plt.annotate(f'Min: {min_value:.2f}', \n", + " xy=(min_index, min_value), \n", + " # xytext=(min_index + 1,0.5), # Adjust text position\n", + " arrowprops=dict(facecolor='black', arrowstyle='->'))\n", + " \n", + " plt.show\n", + "\n", + " return critical_gradients" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "get_critical_gradients(a,data[\"values\"]);" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [], + "source": [ + "def fit_all_drift_peaks(l, Kd):\n", + "\n", + " # Save all values for bad curvature\n", + " peaks_bad = []\n", + " fits_bad = []\n", + " values_bad = []\n", + " \n", + " # Save all values for good curvature\n", + " peaks_good = []\n", + " fits_good = []\n", + " values_good = []\n", + "\n", + " # Make sure we have bad curvature at 0\n", + " val_0 = Kd[0]\n", + " \n", + " # Find indices where Kd changes sign (crosses zero)\n", + " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", + " \n", + " # Initialize lists to store valid peak intervals\n", + " bad_peak_indices = []\n", + " good_peak_indices = []\n", + "\n", + " len_thres = 60 \n", + " # Loop over zero crossing pairs to check if it's a peak or a valley\n", + " for i in range(0, len(zero_crossings)-1):\n", + " l_min_idx = zero_crossings[i]\n", + " l_max_idx = zero_crossings[i + 1]\n", + " len_peak = l_max_idx-l_min_idx\n", + "\n", + " # # Skip if there's insufficient data points\n", + " if len_peak < len_thres:\n", + " continue \n", + "\n", + " # Check the midpoint value of Kd\n", + " mid_idx = (l_min_idx + l_max_idx) // 2\n", + " if Kd[mid_idx]*val_0> 0: # Keep the range if it's a peak (Kd is positive)\n", + " bad_peak_indices.append((l_min_idx, l_max_idx))\n", + " else:\n", + " good_peak_indices.append((l_min_idx, l_max_idx))\n", + " \n", + " len_thres = int(0.3*len_peak)\n", + "\n", + " def get_fits(peak_indices,bad_curv = True):\n", + " # Define variables for storing the data\n", + " peaks = []\n", + " fits = []\n", + " values = []\n", + "\n", + " p0 = np.sign(val_0)*np.array([0.1,1])\n", + " # Loop through valid peak indices and perform fitting\n", + " for l_min_idx, l_max_idx in peak_indices:\n", + " # Extract the arc length and Kd values within the peak\n", + " l_peak = l[l_min_idx:l_max_idx+1]\n", + " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", + " \n", + " # Fit the quadratic curve to the peak\n", + " if bad_curv:\n", + " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0)\n", + " else :\n", + " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,-p0)\n", + " \n", + " R_eff = np.abs(popt[0])\n", + " L_par = l[l_max_idx] - l[l_min_idx]\n", + " peaks.append((l_peak, Kd_peak))\n", + " fits.append(popt)\n", + " values.append([R_eff,L_par])\n", + " return peaks,fits,values\n", + " \n", + " peaks_bad,fits_bad,values_bad = get_fits(bad_peak_indices,bad_curv=True)\n", + " peaks_good,fits_good,values_good = get_fits(good_peak_indices,bad_curv=False) \n", + " data_bad = {\n", + " \"extrema\" : peaks_bad,\n", + " \"fits\" : fits_bad,\n", + " \"values\" : values_bad \n", + " } \n", + " data_good = {\n", + " \"extrema\" : peaks_good,\n", + " \"fits\" : fits_good,\n", + " \"values\" : values_good \n", + " } \n", + " \n", + " return data_bad,data_good" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "# def plot_all_drift_fits(l,drift_curv,bad_peaks,bad_fits,bad_values,good_peaks,good_fits,good_values):\n", + "def plot_all_drift_fits(l,drift_curv,data_bad,data_good):\n", + " \n", + " fig, ax = plt.subplots(figsize=(10, 6))\n", + " ax.plot(l,drift_curv,label=r'$-K_D$')\n", + " \n", + " for (l_peak, _), (Reff_n, ln), (R_eff_abs,L_par) in zip(data_bad[\"extrema\"],data_bad[\"fits\"],data_bad[\"values\"]):\n", + " plt.plot(l_peak, Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$', linewidth = 1.5)\n", + "\n", + " for (l_peak, _), (Reff_n, ln), (R_eff_abs,L_par) in zip(data_good[\"extrema\"],data_good[\"fits\"],data_good[\"values\"]):\n", + " plt.plot(l_peak, Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{good}}={R_eff_abs:.2f}$, $L_w={L_par:.2f}$', linewidth = 1.5)\n", + "\n", + " ax.set_xlabel(r'$l$', fontsize=14)\n", + " ax.set_ylabel(r'$K_D$ [1/Tm]', fontsize=14)\n", + " ax.set_title('Curvature Drift ($K_D$) and Quadratic Fits', fontsize=16)\n", + " ax.grid=True\n", + " ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", + "\n", + " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "metadata": {}, + "outputs": [], + "source": [ + "def get_all_everything (eq,rho=0.5,alpha=0,n_pol=4,n_points=200,plot=False):\n", + "\n", + " # Create the grid\n", + " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_pol=n_pol,n_points=n_points)\n", + "\n", + " # Get all the necessary values\n", + " drift_curv,a = get_drift_curvature(eq,grid)\n", + "\n", + " # drift_curv = scipy.ndimage.gaussian_filter1d(drift_curv, sigma=15)\n", + "\n", + " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "\n", + " # Integrate the differentail length\n", + " l = get_arc_length(diff_l,grid)\n", + "\n", + " # Get peaks and fits\n", + " data_bad,data_good = fit_all_drift_peaks(l, drift_curv)\n", + "\n", + " # Plot everything\n", + " if plot :\n", + " plot_all_drift_fits(l,drift_curv,data_bad,data_good)\n", + "\n", + " return (grid,drift_curv,a,l,data_bad,data_good)" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [], + "source": [ + "grid,drift_curv,a,l,data_bad,data_good=get_all_everything(eq_precise_QA,n_pol=40,plot=False);" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "def calculate_Ls (eq,grid):\n", + " shear = get_value(eq,\"shear\",grid)[1]\n", + " q = get_value(eq,\"q\",grid)[1]\n", + " R = get_value(eq,\"R0\",grid)\n", + " return np.abs(q*R/shear)\n", + "\n", + "def Theta_function(x):\n", + " # Define Heaviside step function\n", + " return x*np.where(x >= 0, 1, 0)\n", + "\n", + "def check_peaks(peaks_bad,peaks_good):\n", + " # Function that checks if first extremum is a peak (bad curvature) \n", + " # or valley (good curvature) in the curvature drift\n", + " l_bad = peaks_bad[0][0][0]\n", + " l_good = peaks_good[0][0][0]\n", + " if l_bad" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "L_par_inv = get_parallel_correlation_lengths(data_bad[\"values\"],data_good[\"values\"],L_s,\"good\",type=\"next\")\n", + "print(L_par_inv)\n", + "L_par = [zero_div(x) for x in L_par_inv]\n", + "R_eff = [row[0] for row in data_bad[\"values\"]]\n", + "get_critical_gradients(a,R_eff,L_par);" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2.5555789338376753, 2.6935347380435424, 1.9142596488641828, 1.657338642552803, 1.8495582632786978, 1.9826903554439657, 1.3092233608194763, 1.0446026206355743, 0.9431038663884862, 1.1222473226327856, 1.1126756908821915, 0.8720199851514341, 0.6911077840397981, 0.6188885281068178, 0.7206564145337124, 0.8237730671306481, 0.6776100851645527, 0.5265992567699815, 0.45893520427907714]\n", + "[Array(1.14833972, dtype=float64), Array(1.04325344, dtype=float64), Array(1.37838676, dtype=float64), Array(1.45187455, dtype=float64), Array(1.33315949, dtype=float64), Array(1.22539061, dtype=float64), Array(1.68813499, dtype=float64), Array(1.91180689, dtype=float64), Array(1.97699213, dtype=float64), Array(1.78043346, dtype=float64), Array(1.81519177, dtype=float64), Array(2.12614544, dtype=float64), Array(2.45570122, dtype=float64), Array(2.582469, dtype=float64), Array(2.33944629, dtype=float64), Array(2.17293459, dtype=float64), Array(2.46711192, dtype=float64), Array(2.92967413, dtype=float64), Array(3.17939297, dtype=float64)]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "R_eff = [row[0] for row in data_bad[\"values\"]]\n", + "print(R_eff)\n", + "L_par = [row[1] for row in data_bad[\"values\"]]\n", + "crit2 = get_critical_gradients(a,R_eff,L_par)\n", + "print(crit2)" + ] + }, + { + "cell_type": "code", + "execution_count": 164, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 164, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(crit)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb new file mode 100644 index 0000000000..8cf0b207fe --- /dev/null +++ b/Critical_gradient_optimization.ipynb @@ -0,0 +1,320 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from desc.continuation import solve_continuation_automatic\n", + "import desc.io\n", + "from desc.equilibrium import EquilibriaFamily, Equilibrium\n", + "from desc.geometry import FourierRZToroidalSurface\n", + "from desc.grid import Grid, _periodic_spacing\n", + "from desc.equilibrium.coords import get_rtz_grid\n", + "from desc.objectives import (\n", + " AspectRatio,\n", + " FixBoundaryR,\n", + " FixBoundaryZ,\n", + " FixCurrent,\n", + " FixPressure,\n", + " FixPsi,\n", + " ForceBalance,\n", + " ObjectiveFunction,\n", + " BallooningStability,\n", + " EffectiveRadius,\n", + ")\n", + "from desc.optimize import Optimizer" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "eq_fam_HSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/HSX_output.h5\")\n", + "eq = eq_fam_HSX[-1]\n", + "# it will be helpful to store intermediate results\n", + "eqfam = EquilibriaFamily(eq)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "# Function to get value of a parameter directly\n", + "def get_value(eq,name,grid):\n", + " return eq.compute(name,grid=grid)[name]\n", + "\n", + "# Function to get the straight field line coordinate system\n", + "def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + " # Get initial grid to get iota value\n", + " initial_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " # np.array(rho),\n", + " np.array(alpha),\n", + " np.array(0),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf)\n", + " )\n", + " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", + " NFP = eq.NFP\n", + " n_tor = n_pol/(iota*NFP)\n", + " good_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " # np.array(rho),\n", + " np.array(alpha),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf),\n", + " )\n", + " return good_grid" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [], + "source": [ + "def run_step(k, eq):\n", + " \"\"\"Run a step of the precise QH optimization example from Landreman & Paul.\"\"\"\n", + "\n", + " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", + " # grid = get_field_line_grid(eq,n_pol=10)\n", + "\n", + " # we create an ObjectiveFunction, in this case made up of multiple objectives\n", + " # which will be combined in a least squares sense\n", + " objective = ObjectiveFunction(\n", + " (\n", + " # pass in the grid we defined, and don't forget the target helicity!\n", + " # EffectiveRadius(eq=eq, grid=grid),\n", + " BallooningStability(eq=eq),\n", + " # try to keep the aspect ratio about the same\n", + " # AspectRatio(eq=eq, target=8, weight=100),\n", + " ),\n", + " )\n", + " # as opposed to SIMSOPT and STELLOPT where variables are assumed fixed, in DESC\n", + " # we assume variables are free. Here we decide which ones to fix, starting with\n", + " # the major radius (R mode = [0,0,0]) and all modes with m,n > k\n", + " R_modes = np.vstack(\n", + " (\n", + " [0, 0, 0],\n", + " eq.surface.R_basis.modes[\n", + " np.max(np.abs(eq.surface.R_basis.modes), 1) > k, :\n", + " ],\n", + " )\n", + " )\n", + " Z_modes = eq.surface.Z_basis.modes[\n", + " np.max(np.abs(eq.surface.Z_basis.modes), 1) > k, :\n", + " ]\n", + " # next we create the constraints, using the mode number arrays just created\n", + " # if we didn't pass those in, it would fix all the modes (like for the profiles)\n", + " constraints = (\n", + " ForceBalance(eq=eq),\n", + " FixBoundaryR(eq=eq, modes=R_modes),\n", + " FixBoundaryZ(eq=eq, modes=Z_modes),\n", + " FixPressure(eq=eq),\n", + " FixCurrent(eq=eq),\n", + " FixPsi(eq=eq),\n", + " )\n", + " # this is the default optimizer, which re-solves the equilibrium at each step\n", + " optimizer = Optimizer(\"fmin-auglag-bfgs\")\n", + "\n", + " eq_new, history = eq.optimize(\n", + " objective=objective,\n", + " constraints=constraints,\n", + " optimizer=optimizer,\n", + " maxiter=20, # we don't need to solve to optimality at each multigrid step\n", + " verbose=3,\n", + " copy=True, # don't modify original, return a new optimized copy\n", + " options={\n", + " # Sometimes the default initial trust radius is too big, allowing the\n", + " # optimizer to take too large a step in a bad direction. If this happens,\n", + " # we can manually specify a smaller starting radius. Each optimizer has a\n", + " # number of different options that can be used to tune the performance.\n", + " # See the documentation for more info.\n", + " \"initial_trust_ratio\": 1.0,\n", + " },\n", + " )\n", + "\n", + " return eq_new" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values of R_eff are [5.546296297908115, 5.3222720115595115, 4.553797170371179, 5.723048768086856, 4.458054267576598, 3.7969065651341847]\n", + "Values of a/R_eff are [0.02190828 0.02283044 0.02668318 0.02123166 0.02725624 0.03200232]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid = get_field_line_grid(eq,n_pol=10);\n", + "Kd = get_value(eq,\"K_d\",grid)\n", + "plt.figure()\n", + "plt.plot(grid.nodes[:,2],Kd)\n", + "R_eff = get_value(eq,\"R_eff\",grid)\n", + "a = get_value(eq,\"a\",grid)\n", + "print(f\"Values of R_eff are {R_eff}\")\n", + "print(f\"Values of a/R_eff are {np.divide(a,R_eff)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [], + "source": [ + "rho = np.array(0.5)\n", + "alpha = np.array(0)\n", + "n_tor = 10\n", + "zeta = np.linspace(0,2*np.pi*n_tor,100*n_tor)\n", + "grid = Grid.create_meshgrid(\n", + " [rho, alpha, zeta], coordinates=\"raz\", period=(np.inf, 2 * np.pi, np.inf),\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: ideal ballooning lambda\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Timer: Objective build = 5.38 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Building objective: self_consistency R\n", + "Building objective: self_consistency Z\n", + "Building objective: lambda gauge\n", + "Building objective: axis R self consistency\n", + "Building objective: axis Z self consistency\n", + "Timer: Objective build = 470 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 181 ms\n", + "Timer: Objective build = 220 ms\n", + "Timer: Linear constraint projection build = 891 ms\n", + "Timer: Linear constraint projection build = 615 ms\n", + "Number of parameters: 1900\n", + "Number of objectives: 1\n", + "Number of equality constraints: 5000\n", + "Number of inequality constraints: 0\n", + "Timer: Initializing the optimization = 7.62 sec\n", + "\n", + "Starting optimization\n", + "Using method: fmin-auglag-bfgs\n" + ] + }, + { + "ename": "TracerArrayConversionError", + "evalue": "The numpy.ndarray conversion method __array__() was called on traced array with shape int64[777]\nThe error occurred while tracing the function compute_scaled_error at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:1094 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTracerArrayConversionError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[68], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m eq1 \u001b[38;5;241m=\u001b[39m run_step(\u001b[38;5;241m1\u001b[39m, eq)\n\u001b[1;32m 2\u001b[0m eqfam\u001b[38;5;241m.\u001b[39mappend(eq1)\n", + "Cell \u001b[0;32mIn[64], line 45\u001b[0m, in \u001b[0;36mrun_step\u001b[0;34m(k, eq)\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;66;03m# this is the default optimizer, which re-solves the equilibrium at each step\u001b[39;00m\n\u001b[1;32m 43\u001b[0m optimizer \u001b[38;5;241m=\u001b[39m Optimizer(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfmin-auglag-bfgs\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 45\u001b[0m eq_new, history \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 46\u001b[0m objective\u001b[38;5;241m=\u001b[39mobjective,\n\u001b[1;32m 47\u001b[0m constraints\u001b[38;5;241m=\u001b[39mconstraints,\n\u001b[1;32m 48\u001b[0m optimizer\u001b[38;5;241m=\u001b[39moptimizer,\n\u001b[1;32m 49\u001b[0m maxiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m20\u001b[39m, \u001b[38;5;66;03m# we don't need to solve to optimality at each multigrid step\u001b[39;00m\n\u001b[1;32m 50\u001b[0m verbose\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m,\n\u001b[1;32m 51\u001b[0m copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;66;03m# don't modify original, return a new optimized copy\u001b[39;00m\n\u001b[1;32m 52\u001b[0m options\u001b[38;5;241m=\u001b[39m{\n\u001b[1;32m 53\u001b[0m \u001b[38;5;66;03m# Sometimes the default initial trust radius is too big, allowing the\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;66;03m# optimizer to take too large a step in a bad direction. If this happens,\u001b[39;00m\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# we can manually specify a smaller starting radius. Each optimizer has a\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;66;03m# number of different options that can be used to tune the performance.\u001b[39;00m\n\u001b[1;32m 57\u001b[0m \u001b[38;5;66;03m# See the documentation for more info.\u001b[39;00m\n\u001b[1;32m 58\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1.0\u001b[39m,\n\u001b[1;32m 59\u001b[0m },\n\u001b[1;32m 60\u001b[0m )\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m eq_new\n", + "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:2181\u001b[0m, in \u001b[0;36mEquilibrium.optimize\u001b[0;34m(self, objective, constraints, optimizer, ftol, xtol, gtol, ctol, maxiter, x_scale, options, verbose, copy)\u001b[0m\n\u001b[1;32m 2178\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(constraints, (\u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m)):\n\u001b[1;32m 2179\u001b[0m constraints \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtuple\u001b[39m([constraints])\n\u001b[0;32m-> 2181\u001b[0m things, result \u001b[38;5;241m=\u001b[39m optimizer\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 2182\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2183\u001b[0m objective,\n\u001b[1;32m 2184\u001b[0m constraints,\n\u001b[1;32m 2185\u001b[0m ftol\u001b[38;5;241m=\u001b[39mftol,\n\u001b[1;32m 2186\u001b[0m xtol\u001b[38;5;241m=\u001b[39mxtol,\n\u001b[1;32m 2187\u001b[0m gtol\u001b[38;5;241m=\u001b[39mgtol,\n\u001b[1;32m 2188\u001b[0m ctol\u001b[38;5;241m=\u001b[39mctol,\n\u001b[1;32m 2189\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 2190\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 2191\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mmaxiter,\n\u001b[1;32m 2192\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 2193\u001b[0m copy\u001b[38;5;241m=\u001b[39mcopy,\n\u001b[1;32m 2194\u001b[0m )\n\u001b[1;32m 2196\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m things[\u001b[38;5;241m0\u001b[39m], result\n", + "File \u001b[0;32m~/DESC/desc/optimize/optimizer.py:311\u001b[0m, in \u001b[0;36mOptimizer.optimize\u001b[0;34m(self, things, objective, constraints, ftol, xtol, gtol, ctol, x_scale, verbose, maxiter, options, copy)\u001b[0m\n\u001b[1;32m 307\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUsing method: \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod))\n\u001b[1;32m 309\u001b[0m timer\u001b[38;5;241m.\u001b[39mstart(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSolution time\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 311\u001b[0m result \u001b[38;5;241m=\u001b[39m optimizers[method][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m](\n\u001b[1;32m 312\u001b[0m objective,\n\u001b[1;32m 313\u001b[0m nonlinear_constraint,\n\u001b[1;32m 314\u001b[0m x0,\n\u001b[1;32m 315\u001b[0m method,\n\u001b[1;32m 316\u001b[0m x_scale,\n\u001b[1;32m 317\u001b[0m verbose,\n\u001b[1;32m 318\u001b[0m stoptol,\n\u001b[1;32m 319\u001b[0m options,\n\u001b[1;32m 320\u001b[0m )\n\u001b[1;32m 322\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(objective, LinearConstraintProjection):\n\u001b[1;32m 323\u001b[0m \u001b[38;5;66;03m# remove wrapper to get at underlying objective\u001b[39;00m\n\u001b[1;32m 324\u001b[0m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m [objective\u001b[38;5;241m.\u001b[39mrecover(x) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n", + "File \u001b[0;32m~/DESC/desc/optimize/_desc_wrappers.py:95\u001b[0m, in \u001b[0;36m_optimize_desc_aug_lagrangian\u001b[0;34m(objective, constraint, x0, method, x_scale, verbose, stoptol, options)\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 93\u001b[0m constraint_wrapped \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m---> 95\u001b[0m result \u001b[38;5;241m=\u001b[39m fmin_auglag(\n\u001b[1;32m 96\u001b[0m \u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 97\u001b[0m x0\u001b[38;5;241m=\u001b[39mx0,\n\u001b[1;32m 98\u001b[0m grad\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mgrad(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 99\u001b[0m hess\u001b[38;5;241m=\u001b[39mhess,\n\u001b[1;32m 100\u001b[0m bounds\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mjnp\u001b[38;5;241m.\u001b[39minf, jnp\u001b[38;5;241m.\u001b[39minf),\n\u001b[1;32m 101\u001b[0m constraint\u001b[38;5;241m=\u001b[39mconstraint_wrapped,\n\u001b[1;32m 102\u001b[0m args\u001b[38;5;241m=\u001b[39m(objective\u001b[38;5;241m.\u001b[39mconstants, constraint\u001b[38;5;241m.\u001b[39mconstants \u001b[38;5;28;01mif\u001b[39;00m constraint \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m),\n\u001b[1;32m 103\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 104\u001b[0m ftol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 105\u001b[0m xtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 106\u001b[0m gtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 107\u001b[0m ctol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mctol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 108\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 109\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxiter\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 110\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 111\u001b[0m )\n\u001b[1;32m 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", + "File \u001b[0;32m~/DESC/desc/optimize/aug_lagrangian.py:296\u001b[0m, in \u001b[0;36mfmin_auglag\u001b[0;34m(fun, x0, grad, hess, bounds, constraint, args, x_scale, ftol, xtol, gtol, ctol, verbose, maxiter, callback, options)\u001b[0m\n\u001b[1;32m 293\u001b[0m iteration \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[1;32m 295\u001b[0m z \u001b[38;5;241m=\u001b[39m z0\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[0;32m--> 296\u001b[0m f \u001b[38;5;241m=\u001b[39m fun_wrapped(z, \u001b[38;5;241m*\u001b[39margs)\n\u001b[1;32m 297\u001b[0m c \u001b[38;5;241m=\u001b[39m constraint_wrapped\u001b[38;5;241m.\u001b[39mfun(z, \u001b[38;5;241m*\u001b[39margs)\n\u001b[1;32m 298\u001b[0m constr_violation \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mlinalg\u001b[38;5;241m.\u001b[39mnorm(c, \u001b[38;5;28mord\u001b[39m\u001b[38;5;241m=\u001b[39mjnp\u001b[38;5;241m.\u001b[39minf)\n", + "File \u001b[0;32m~/DESC/desc/optimize/utils.py:76\u001b[0m, in \u001b[0;36minequality_to_bounds..fun_wrapped\u001b[0;34m(z, *args)\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfun_wrapped\u001b[39m(z, \u001b[38;5;241m*\u001b[39margs):\n\u001b[1;32m 75\u001b[0m x, s \u001b[38;5;241m=\u001b[39m z2xs(z)\n\u001b[0;32m---> 76\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m fun(x, \u001b[38;5;241m*\u001b[39margs)\n", + "File \u001b[0;32m~/DESC/desc/optimize/_desc_wrappers.py:96\u001b[0m, in \u001b[0;36m_optimize_desc_aug_lagrangian..\u001b[0;34m(x, *c)\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 93\u001b[0m constraint_wrapped \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 95\u001b[0m result \u001b[38;5;241m=\u001b[39m fmin_auglag(\n\u001b[0;32m---> 96\u001b[0m \u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 97\u001b[0m x0\u001b[38;5;241m=\u001b[39mx0,\n\u001b[1;32m 98\u001b[0m grad\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mgrad(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 99\u001b[0m hess\u001b[38;5;241m=\u001b[39mhess,\n\u001b[1;32m 100\u001b[0m bounds\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mjnp\u001b[38;5;241m.\u001b[39minf, jnp\u001b[38;5;241m.\u001b[39minf),\n\u001b[1;32m 101\u001b[0m constraint\u001b[38;5;241m=\u001b[39mconstraint_wrapped,\n\u001b[1;32m 102\u001b[0m args\u001b[38;5;241m=\u001b[39m(objective\u001b[38;5;241m.\u001b[39mconstants, constraint\u001b[38;5;241m.\u001b[39mconstants \u001b[38;5;28;01mif\u001b[39;00m constraint \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m),\n\u001b[1;32m 103\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 104\u001b[0m ftol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 105\u001b[0m xtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 106\u001b[0m gtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 107\u001b[0m ctol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mctol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 108\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 109\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxiter\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 110\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 111\u001b[0m )\n\u001b[1;32m 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", + "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:244\u001b[0m, in \u001b[0;36mLinearConstraintProjection.compute_scalar\u001b[0;34m(self, x_reduced, constants)\u001b[0m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute the scalar form of the objective function.\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \n\u001b[1;32m 230\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 241\u001b[0m \n\u001b[1;32m 242\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 243\u001b[0m x \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrecover(x_reduced)\n\u001b[0;32m--> 244\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, constants)\n", + " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", + "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:371\u001b[0m, in \u001b[0;36mObjectiveFunction.compute_scalar\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 354\u001b[0m \u001b[38;5;129m@jit\u001b[39m\n\u001b[1;32m 355\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcompute_scalar\u001b[39m(\u001b[38;5;28mself\u001b[39m, x, constants\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 356\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Compute the sum of squares error.\u001b[39;00m\n\u001b[1;32m 357\u001b[0m \n\u001b[1;32m 358\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 369\u001b[0m \n\u001b[1;32m 370\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 371\u001b[0m f \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39msum(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute_scaled_error(x, constants\u001b[38;5;241m=\u001b[39mconstants) \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m \u001b[38;5;241m2\u001b[39m) \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m2\u001b[39m\n\u001b[1;32m 372\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f\n", + " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", + "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:348\u001b[0m, in \u001b[0;36mObjectiveFunction.compute_scaled_error\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 344\u001b[0m constants \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconstants\n\u001b[1;32m 345\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(params) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(constants) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjectives)\n\u001b[1;32m 346\u001b[0m f \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mconcatenate(\n\u001b[1;32m 347\u001b[0m [\n\u001b[0;32m--> 348\u001b[0m obj\u001b[38;5;241m.\u001b[39mcompute_scaled_error(\u001b[38;5;241m*\u001b[39mpar, constants\u001b[38;5;241m=\u001b[39mconst)\n\u001b[1;32m 349\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m par, obj, const \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(params, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjectives, constants)\n\u001b[1;32m 350\u001b[0m ]\n\u001b[1;32m 351\u001b[0m )\n\u001b[1;32m 352\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f\n", + " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", + "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:1098\u001b[0m, in \u001b[0;36m_Objective.compute_scaled_error\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1096\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute and apply the target/bounds, weighting, and normalization.\"\"\"\u001b[39;00m\n\u001b[1;32m 1097\u001b[0m args \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_maybe_array_to_params(\u001b[38;5;241m*\u001b[39margs)\n\u001b[0;32m-> 1098\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 1099\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_loss_function \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 1100\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_loss_function(f)\n", + "File \u001b[0;32m~/DESC/desc/objectives/_stability.py:657\u001b[0m, in \u001b[0;36mBallooningStability.compute\u001b[0;34m(self, params, constants)\u001b[0m\n\u001b[1;32m 648\u001b[0m \u001b[38;5;66;03m# we prime the data dict with the correct iota values so we don't recompute them\u001b[39;00m\n\u001b[1;32m 649\u001b[0m \u001b[38;5;66;03m# using the wrong grid\u001b[39;00m\n\u001b[1;32m 650\u001b[0m data \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 651\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 652\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 653\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 654\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m: len_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 655\u001b[0m }\n\u001b[0;32m--> 657\u001b[0m grid \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39mget_rtz_grid(\n\u001b[1;32m 658\u001b[0m rho,\n\u001b[1;32m 659\u001b[0m alpha,\n\u001b[1;32m 660\u001b[0m zeta,\n\u001b[1;32m 661\u001b[0m coordinates\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mraz\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 662\u001b[0m period\u001b[38;5;241m=\u001b[39m(np\u001b[38;5;241m.\u001b[39minf, \u001b[38;5;241m2\u001b[39m \u001b[38;5;241m*\u001b[39m np\u001b[38;5;241m.\u001b[39mpi, np\u001b[38;5;241m.\u001b[39minf),\n\u001b[1;32m 663\u001b[0m params\u001b[38;5;241m=\u001b[39mparams,\n\u001b[1;32m 664\u001b[0m )\n\u001b[1;32m 666\u001b[0m lam \u001b[38;5;241m=\u001b[39m compute_fun(\n\u001b[1;32m 667\u001b[0m eq,\n\u001b[1;32m 668\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 673\u001b[0m zeta0\u001b[38;5;241m=\u001b[39mconstants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mzeta0\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 674\u001b[0m )[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mideal ballooning lambda\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 676\u001b[0m lambda0, w0, w1 \u001b[38;5;241m=\u001b[39m constants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlambda0\u001b[39m\u001b[38;5;124m\"\u001b[39m], constants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mw0\u001b[39m\u001b[38;5;124m\"\u001b[39m], constants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mw1\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n", + "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:1257\u001b[0m, in \u001b[0;36mEquilibrium.get_rtz_grid\u001b[0;34m(self, radial, poloidal, toroidal, coordinates, period, jitable, **kwargs)\u001b[0m\n\u001b[1;32m 1224\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_rtz_grid\u001b[39m(\n\u001b[1;32m 1225\u001b[0m \u001b[38;5;28mself\u001b[39m, radial, poloidal, toroidal, coordinates, period, jitable\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 1226\u001b[0m ):\n\u001b[1;32m 1227\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Return DESC grid in (rho, theta, zeta) coordinates from given coordinates.\u001b[39;00m\n\u001b[1;32m 1228\u001b[0m \n\u001b[1;32m 1229\u001b[0m \u001b[38;5;124;03m Create a tensor-product grid from the given coordinates, and return the same\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 1255\u001b[0m \u001b[38;5;124;03m DESC coordinate grid for the given coordinates.\u001b[39;00m\n\u001b[1;32m 1256\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m-> 1257\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m get_rtz_grid(\n\u001b[1;32m 1258\u001b[0m \u001b[38;5;28mself\u001b[39m, radial, poloidal, toroidal, coordinates, period, jitable, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 1259\u001b[0m )\n", + "File \u001b[0;32m~/DESC/desc/equilibrium/coords.py:726\u001b[0m, in \u001b[0;36mget_rtz_grid\u001b[0;34m(eq, radial, poloidal, toroidal, coordinates, period, jitable, **kwargs)\u001b[0m\n\u001b[1;32m 717\u001b[0m kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m grid\u001b[38;5;241m.\u001b[39mexpand(jnp\u001b[38;5;241m.\u001b[39matleast_1d(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m]))\n\u001b[1;32m 718\u001b[0m inbasis \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 719\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrho\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 720\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mt\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtheta\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 724\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mp\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mphi\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 725\u001b[0m }\n\u001b[0;32m--> 726\u001b[0m rtz_nodes \u001b[38;5;241m=\u001b[39m map_coordinates(\n\u001b[1;32m 727\u001b[0m eq,\n\u001b[1;32m 728\u001b[0m grid\u001b[38;5;241m.\u001b[39mnodes,\n\u001b[1;32m 729\u001b[0m inbasis\u001b[38;5;241m=\u001b[39m[inbasis[char] \u001b[38;5;28;01mfor\u001b[39;00m char \u001b[38;5;129;01min\u001b[39;00m coordinates],\n\u001b[1;32m 730\u001b[0m outbasis\u001b[38;5;241m=\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrho\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtheta\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mzeta\u001b[39m\u001b[38;5;124m\"\u001b[39m),\n\u001b[1;32m 731\u001b[0m period\u001b[38;5;241m=\u001b[39mperiod,\n\u001b[1;32m 732\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 733\u001b[0m )\n\u001b[1;32m 734\u001b[0m idx \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m 735\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m inbasis[coordinates[\u001b[38;5;241m0\u001b[39m]] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrho\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 736\u001b[0m \u001b[38;5;66;03m# Should work as long as inbasis radial coordinate is\u001b[39;00m\n\u001b[1;32m 737\u001b[0m \u001b[38;5;66;03m# single variable, monotonic increasing function of rho.\u001b[39;00m\n", + "File \u001b[0;32m~/DESC/desc/equilibrium/coords.py:117\u001b[0m, in \u001b[0;36mmap_coordinates\u001b[0;34m(eq, coords, inbasis, outbasis, guess, params, period, tol, maxiter, full_output, **kwargs)\u001b[0m\n\u001b[1;32m 115\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 116\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m profiles[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 117\u001b[0m profiles[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39mget_profile([\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m], params\u001b[38;5;241m=\u001b[39mparams)\n\u001b[1;32m 118\u001b[0m iota \u001b[38;5;241m=\u001b[39m profiles[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mcompute(Grid(coords, sort\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, jitable\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m))\n\u001b[1;32m 119\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _map_clebsch_coordinates(\n\u001b[1;32m 120\u001b[0m coords\u001b[38;5;241m=\u001b[39mcoords,\n\u001b[1;32m 121\u001b[0m iota\u001b[38;5;241m=\u001b[39miota,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 130\u001b[0m )\n", + "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:752\u001b[0m, in \u001b[0;36mEquilibrium.get_profile\u001b[0;34m(self, name, grid, kind, **kwargs)\u001b[0m\n\u001b[1;32m 750\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m grid \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 751\u001b[0m grid \u001b[38;5;241m=\u001b[39m QuadratureGrid(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mL_grid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mM_grid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mN_grid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mNFP)\n\u001b[0;32m--> 752\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute(name, grid\u001b[38;5;241m=\u001b[39mgrid, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 753\u001b[0m knots \u001b[38;5;241m=\u001b[39m grid\u001b[38;5;241m.\u001b[39mcompress(grid\u001b[38;5;241m.\u001b[39mnodes[:, \u001b[38;5;241m0\u001b[39m])\n\u001b[1;32m 754\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(name, \u001b[38;5;28mstr\u001b[39m):\n", + "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:892\u001b[0m, in \u001b[0;36mEquilibrium.compute\u001b[0;34m(self, names, grid, params, transforms, profiles, data, override_grid, **kwargs)\u001b[0m\n\u001b[1;32m 888\u001b[0m profiles \u001b[38;5;241m=\u001b[39m get_profiles(\n\u001b[1;32m 889\u001b[0m names, obj\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m, grid\u001b[38;5;241m=\u001b[39mgrid, basis\u001b[38;5;241m=\u001b[39mkwargs\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbasis\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrpz\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 890\u001b[0m )\n\u001b[1;32m 891\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m transforms \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 892\u001b[0m transforms \u001b[38;5;241m=\u001b[39m get_transforms(\n\u001b[1;32m 893\u001b[0m names,\n\u001b[1;32m 894\u001b[0m obj\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 895\u001b[0m grid\u001b[38;5;241m=\u001b[39mgrid,\n\u001b[1;32m 896\u001b[0m method\u001b[38;5;241m=\u001b[39mmethod,\n\u001b[1;32m 897\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 898\u001b[0m )\n\u001b[1;32m 899\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 900\u001b[0m data \u001b[38;5;241m=\u001b[39m {}\n", + "File \u001b[0;32m~/DESC/desc/backend.py:112\u001b[0m, in \u001b[0;36mexecute_on_cpu..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 109\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(func)\n\u001b[1;32m 110\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper\u001b[39m(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 111\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m jax\u001b[38;5;241m.\u001b[39mdefault_device(jax\u001b[38;5;241m.\u001b[39mdevices(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcpu\u001b[39m\u001b[38;5;124m\"\u001b[39m)[\u001b[38;5;241m0\u001b[39m]):\n\u001b[0;32m--> 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", + "File \u001b[0;32m~/DESC/desc/compute/utils.py:554\u001b[0m, in \u001b[0;36mget_transforms\u001b[0;34m(keys, obj, grid, jitable, has_axis, basis, **kwargs)\u001b[0m\n\u001b[1;32m 552\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m 553\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m: \u001b[38;5;66;03m# if we didn't exit the loop early\u001b[39;00m\n\u001b[0;32m--> 554\u001b[0m c_transform \u001b[38;5;241m=\u001b[39m Transform(\n\u001b[1;32m 555\u001b[0m grid,\n\u001b[1;32m 556\u001b[0m basis,\n\u001b[1;32m 557\u001b[0m derivs\u001b[38;5;241m=\u001b[39mderivs[c],\n\u001b[1;32m 558\u001b[0m build\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m 559\u001b[0m method\u001b[38;5;241m=\u001b[39mmethod,\n\u001b[1;32m 560\u001b[0m )\n\u001b[1;32m 561\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m: \u001b[38;5;66;03m# don't perform checks if jitable=True as they are not jit-safe\u001b[39;00m\n\u001b[1;32m 562\u001b[0m c_transform \u001b[38;5;241m=\u001b[39m Transform(\n\u001b[1;32m 563\u001b[0m grid,\n\u001b[1;32m 564\u001b[0m basis,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 567\u001b[0m method\u001b[38;5;241m=\u001b[39mmethod,\n\u001b[1;32m 568\u001b[0m )\n", + "File \u001b[0;32m~/DESC/desc/transform.py:84\u001b[0m, in \u001b[0;36mTransform.__init__\u001b[0;34m(self, grid, basis, derivs, rcond, build, build_pinv, method)\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_method \u001b[38;5;241m=\u001b[39m method\n\u001b[1;32m 83\u001b[0m \u001b[38;5;66;03m# assign according to logic in setter function\u001b[39;00m\n\u001b[0;32m---> 84\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m method\n\u001b[1;32m 85\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m build:\n\u001b[1;32m 86\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbuild()\n", + "File \u001b[0;32m~/DESC/desc/transform.py:802\u001b[0m, in \u001b[0;36mTransform.method\u001b[0;34m(self, method)\u001b[0m\n\u001b[1;32m 800\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m warnings\u001b[38;5;241m.\u001b[39mcatch_warnings():\n\u001b[1;32m 801\u001b[0m warnings\u001b[38;5;241m.\u001b[39msimplefilter(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 802\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 803\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 804\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_inputs_fft(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgrid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbasis)\n", + "File \u001b[0;32m~/DESC/desc/transform.py:804\u001b[0m, in \u001b[0;36mTransform.method\u001b[0;34m(self, method)\u001b[0m\n\u001b[1;32m 802\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 803\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m--> 804\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_inputs_fft(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgrid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbasis)\n\u001b[1;32m 805\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdirect2\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 806\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_inputs_direct2(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgrid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbasis)\n", + "File \u001b[0;32m~/DESC/desc/transform.py:180\u001b[0m, in \u001b[0;36mTransform._check_inputs_fft\u001b[0;34m(self, grid, basis)\u001b[0m\n\u001b[1;32m 177\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdirect1\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 178\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[0;32m--> 180\u001b[0m id2 \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlexsort((basis\u001b[38;5;241m.\u001b[39mmodes[:, \u001b[38;5;241m1\u001b[39m], basis\u001b[38;5;241m.\u001b[39mmodes[:, \u001b[38;5;241m0\u001b[39m], basis\u001b[38;5;241m.\u001b[39mmodes[:, \u001b[38;5;241m2\u001b[39m]))\n\u001b[1;32m 181\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m issorted(id2):\n\u001b[1;32m 182\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 183\u001b[0m colored(\n\u001b[1;32m 184\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft method requires zernike indices to be sorted by toroidal mode \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 187\u001b[0m )\n\u001b[1;32m 188\u001b[0m )\n", + "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:705\u001b[0m, in \u001b[0;36mTracer.__array__\u001b[0;34m(self, *args, **kw)\u001b[0m\n\u001b[1;32m 704\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__array__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw):\n\u001b[0;32m--> 705\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m TracerArrayConversionError(\u001b[38;5;28mself\u001b[39m)\n", + "\u001b[0;31mTracerArrayConversionError\u001b[0m: The numpy.ndarray conversion method __array__() was called on traced array with shape int64[777]\nThe error occurred while tracing the function compute_scaled_error at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:1094 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError" + ] + } + ], + "source": [ + "eq1 = run_step(1, eq)\n", + "eqfam.append(eq1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/desc/compute/__init__.py b/desc/compute/__init__.py index 1b345a6492..c62c080448 100644 --- a/desc/compute/__init__.py +++ b/desc/compute/__init__.py @@ -39,6 +39,7 @@ _profiles, _stability, _surface, + _turbulence, ) from .data_index import all_kwargs, allowed_kwargs, data_index from .geom_utils import rpz2xyz, rpz2xyz_vec, xyz2rpz, xyz2rpz_vec diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py new file mode 100644 index 0000000000..d1835fb7c2 --- /dev/null +++ b/desc/compute/_turbulence.py @@ -0,0 +1,61 @@ +"""Compute functions for turbulent transport. + +Notes +----- +Some quantities require additional work to compute at the magnetic axis. +A Python lambda function is used to lazily compute the magnetic axis limits +of these quantities. These lambda functions are evaluated only when the +computational grid has a node on the magnetic axis to avoid potentially +expensive computations. +""" +from .data_index import register_compute_fun +from ..backend import jnp +from ..integrals.critical_gradient import fit_drift_peaks + + +@register_compute_fun( + name="K_d", + # Exact definition of the dimenstionless drift curvature can be found + # in https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 + label="\\mathrm{cvdrift} = a^2\\nabla\\alpha\\cdot\\mathbf{b}\\times\\kappa", + units="", + units_long="", + description="Dimensionless drift curvature", + dim=1, + params=[], + transforms={}, + profiles=[], + coordinates="rtz", + data=["cvdrift", "|B|", "a"], +) + +def _K_d(params, transforms, profiles, data, **kwargs): + data["K_d"] = ( + data["a"]**2*jnp.multiply(data["|B|"],data["cvdrift"]) + ) + return data + +@register_compute_fun( + name="R_eff", + # Exact definition of the effective radius of curvature can be found + # in https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 + label="R_eff", + units="", + units_long="", + description="Effective radius of the drift curvature along the field line", + dim=1, + params=[], + transforms={"grid": []}, + profiles=[], + coordinates="rtz", + data=["K_d"], +) + +def _R_eff(params, transforms, profiles, data, **kwargs): + grid = transforms["grid"].source_grid + out = fit_drift_peaks(grid.nodes[:,2],data["K_d"]) + R_eff = [row[0] for row in out["values"]] + data["R_eff"] = R_eff + return data + + diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py new file mode 100644 index 0000000000..8ea56a6be9 --- /dev/null +++ b/desc/integrals/critical_gradient.py @@ -0,0 +1,185 @@ +'''Methods for computing the critical gradient and effective radius of curvature''' + +import numpy as np +from scipy.integrate import cumulative_trapezoid +from scipy.optimize import curve_fit + +# from ..equilibrium.coords import get_rtz_grid TODO why can't I import this? + +# TODO can't import from desc.equilibrium because of a circular import +# def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200): +# '''Creates a field line aligned grid for chosen value of rho and alpha in rtz coordinates + +# Notes : Toroidal grid in zeta is defined between 0 and 2*(n_pol/(iota*NFP))*np.pi + +# Parameters +# ---------- +# eq : equilibrium +# A DESC equilibrium object +# rho : float +# DESC rho coordinate, has to be between 0 and 1 +# default : rho=0.5 surface +# alpha : float +# field line label +# default : alpha = 0 +# n_pol : int +# number of poloidal turns for the grid +# default : 4 +# n_points : int +# number of points for each poloidal turn +# default : 200 + +# Returns +# ------- +# grid : Grid +# grid in rtz coordinates for a chosen flux surface and field line label +# ''' +# # Get initial grid to get iota value on the chosen field line +# initial_grid = get_rtz_grid( +# eq, +# np.array(rho), +# np.array(alpha), +# np.array(0), +# coordinates="raz", +# period=(np.inf,2*np.pi,np.inf) +# ) +# iota = np.abs(eq.compute("iota",grid=initial_grid)["iota"]) +# NFP = eq.NFP +# n_tor = n_pol/(iota*NFP) +# zeta = np.linspace(0,2*n_tor*np.pi,n_points*n_pol) + +# # Create output grid +# grid = get_rtz_grid( +# eq, +# np.array(rho), +# np.array(alpha), +# zeta, +# coordinates="raz", +# period=(np.inf,2*np.pi,np.inf), +# ) +# return grid + +def Kd_quadratic(l, Reff_inv, ln): + '''Quadratic function for fitting the drift curvature profile + + This function models the drift curvature as a quadratic profile, where the + peak of the well is centered at the midpoint of the arc length (lc). It + fits the profile based on two parameters: + - Reff_inv: Inverse of the effective radius of curvature. + - ln: Characteristic length scale of the drift well. + + Notes : + - Uses R_eff_inv instead of 1/R_eff for the fitting as the function is used to fit + both wells and peaks and curve_fit has trouble going through R_eff = 0 whe optimizing + + Parameters: + l : array-like + Arc length values. + Reff_inv : float + Inverse of the effective radius of curvature (1/Reff). + ln : float + Characteristic length of the drift well. + + Returns: + array-like + The quadratic drift profile values at each point in l + ''' + lc = (l[0]+l[-1])/2 + return Reff_inv * (1 - (l - lc)**2 / ln**2) + + +def fit_drift_peaks(l,Kd): + '''Fits all regions of bad curvatude of the drift curvature with a desired quadratic fit of + the form Kd(l) = R_eff_inv*(1-(l-l_c)^2/l_n^2) with R_eff and l_n free fitting parameters + For more information go to https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 + + Notes : + - Considers the drift curvature is bad at the outboard midplane (zeta=0,theta=0,alpha=0) and fits + only the curvature peaks/valleys that have the same sign as the value at tht point + - Drift curvature convention follows the paper above Kd = a^2*∇α·(b × κ) which is equal to + a^2*|B|*cvdrift where cvdrift is the drift curvature defined in DESC + + + Parameters + ---------- + l : numpy.ndarray + array of toroidal coordinates along the field line + Kd : numpy.ndarray + drift curvature + + Returns: + data : dict + A dictionary containing the following keys: + - 'peaks': List of tuples where each tuple contains: + - `l_peak` : Arc length values corresponding to the drift peak region. + - `Kd_peak` : Curvature drift values in that region. + + - 'fits': List of fitting parameters for each drift peak. The parameters + are from fitting a quadratic function to each peak. + + - 'values': List of computed values for each peak: + - `R_eff`: The effective radius of curvature obtained from the fit. + - `L_par`: The parallel length of the identified peak. + + ''' + + # Initialize the lists + peaks = [] + fits = [] + values = [] + + # Find the value at theta = 0 + val_0 = Kd[0] + + # Find indices where Kd changes sign (crosses zero) + zero_crossings = np.where(np.diff(np.sign(Kd)))[0] + + # Initialize lists to store valid peak intervals + peak_indices = [] + + # TODO define a better way for the len_thres, maybe remove + len_thres = 50 + + # Loop over zero crossing pairs to check if it's a peak or a valley + for i in range(0, len(zero_crossings)-1): + l_min_idx = zero_crossings[i] + l_max_idx = zero_crossings[i + 1] + len_peak = l_max_idx-l_min_idx + + # # Skip if there's insufficient data points + if len_peak < len_thres: + continue + + # Check the midpoint value of Kd + mid_idx = (l_min_idx + l_max_idx) // 2 + if Kd[mid_idx]*val_0 > 0: # Keep the range if it's abad curvature (same as initial) + peak_indices.append((l_min_idx, l_max_idx)) + else : + continue + + # Define p0 for fitting, the importance is on the sign as the curve_fit has trouble when it has to change sign + p0 = np.sign(val_0)*np.array([1,1]) + + # Loop through valid peak indices and perform fitting + for l_min_idx, l_max_idx in peak_indices: + # Extract the arc length and Kd values within the peak + l_peak = l[l_min_idx:l_max_idx+1] + Kd_peak = Kd[l_min_idx:l_max_idx+1] + + # Fit the quadratic curve to the peak + popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0) + + R_eff = np.abs(1/popt[0]) + L_par = l[l_max_idx] - l[l_min_idx] + + # Store the peak data and fitting parameters + peaks.append((l_peak, Kd_peak)) + fits.append(popt) + values.append([R_eff,L_par]) + + data = { + "peaks" : peaks, + "fits" : fits, + "values": values, + } + return data diff --git a/desc/objectives/__init__.py b/desc/objectives/__init__.py index 1504dbdd70..0a0a92cadd 100644 --- a/desc/objectives/__init__.py +++ b/desc/objectives/__init__.py @@ -41,6 +41,7 @@ from ._power_balance import FusionPower, HeatingPowerISS04 from ._profiles import Pressure, RotationalTransform, Shear, ToroidalCurrent from ._stability import BallooningStability, MagneticWell, MercierStability +from ._turbulence import EffectiveRadius from .getters import ( get_equilibrium_objective, get_fixed_axis_constraints, diff --git a/desc/objectives/_stability.py b/desc/objectives/_stability.py index 600359b40b..f9436dd7b3 100644 --- a/desc/objectives/_stability.py +++ b/desc/objectives/_stability.py @@ -601,7 +601,7 @@ def build(self, eq=None, use_jit=True, verbose=1): "w1": self._w1, "quad_weights": 1.0, } - super().build(use_jit=use_jit, verbose=verbose) + super().build(use_jit=False, verbose=verbose) def compute(self, params, constants=None): """ diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py new file mode 100644 index 0000000000..44db554965 --- /dev/null +++ b/desc/objectives/_turbulence.py @@ -0,0 +1,201 @@ +'''Objectives to target turbulent transport''' +import numpy as np + +from desc.compute.utils import _compute as compute_fun +from desc.compute.utils import get_profiles, get_transforms +from desc.backend import jnp +from desc.utils import Timer + +from .normalization import compute_scaling_factors +from .objective_funs import _Objective +from ..equilibrium.coords import get_rtz_grid + +class EffectiveRadius(_Objective): + '''The effective radius of curvature is a proxy for turbulent transport + TODO Finish descirption + + Parameters + ---------- + eq : Equilibrium + Equilibrium that will be optimized to satisfy the Objective. + target : {float, ndarray, callable}, optional + Target value(s) of the objective. Only used if bounds is None. + Must be broadcastable to Objective.dim_f. + bounds : tuple of {float, ndarray, callable}, optional + Lower and upper bounds on the objective. Overrides target. + Both bounds must be broadcastable to Objective.dim_f. + weight : {float, ndarray}, optional + Weighting to apply to the Objective, relative to other Objectives. + Must be broadcastable to Objective.dim_f + normalize : bool, optional + This quantity is already normalized so this parameter is ignored. + Whether to compute the error in physical units or non-dimensionalize. + normalize_target : bool, optional + Whether target and bounds should be normalized before comparing to computed + values. If `normalize` is ``True`` and the target is in physical units, + this should also be set to True. + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This loss function + is called on the raw compute value, before any shifting, scaling, or + normalization. + deriv_mode : {"auto", "fwd", "rev"} + Specify how to compute Jacobian matrix, either forward mode or reverse mode AD. + "auto" selects forward or reverse mode based on the size of the input and output + of the objective. Has no effect on self.grad or self.hess which always use + reverse mode and forward over reverse mode respectively. + rho : ndarray + Unique coordinate values specifying flux surfaces to compute on. + defaults to 0.5 surface + alpha : ndarray + Unique coordinate values specifying field line labels to compute on. + defaults to 0 + n_pol : int + Number of poloidal transits to follow field line. + knots_per_transit : int + Number of points per poloidal transit at which to sample data along field + line. Default is 200. + grid : Collocation grid containing the nodes used to compute the drift curvature and fit the drift wells + Defaults to TODO + target_type : {"max", "mean", "all"} + Whether to target only the largest value of R_eff, the average of the values along the field line + or all the values at the same time TODO see if all is possible + Defaults to max + name : str, optional + Name of the objective function. + ''' + + _coordinates = "" # Effective radius is a scalar parameter of each drift well + _units = "~" + _print_value_fmt = "Effective radius of curvature R_eff: " + + def __init__( + self, + eq, + target=None, + bounds=None, + weight=1, + normalize=True, + normalize_target=True, + loss_function=None, + deriv_mode="auto", + rho=0.5, # TODO make more outside + alpha=0.0, + n_pol=10, + knots_per_transit=200, + grid = None, + target_type = "max", + name="Effective radius", + ): + if target is None and bounds is None: + target = 0.0 + self._rho = rho + self._alpha = alpha + self._n_pol = n_pol + self._knots_per_transit = knots_per_transit + self._grid = grid + self._target_type = target_type + super().__init__( + things=eq, + target=target, + bounds=bounds, + weight=weight, + normalize=normalize, + normalize_target=normalize_target, + loss_function=loss_function, + deriv_mode=deriv_mode, + name=name, + ) + + def build(self, eq=None, use_jit=True, verbose=1): + """Build constant arrays. + + Parameters + ---------- + eq : Equilibrium, optional + Equilibrium that will be optimized to satisfy the Objective. + use_jit : bool, optional + Whether to just-in-time compile the objective and derivatives. + verbose : int, optional + Level of output. + + """ + eq = self.things[0] + + if self._grid is None: + # Get value of iota on the chosen surface + iota_grid = get_rtz_grid( + eq, + np.array(self._rho), + np.array(self._alpha), + np.array(0), + coordinates="rtz", + period=(np.inf,2*np.pi,np.inf), + ) + iota = eq.compute("iota",grid=iota_grid)["iota"] + n_tor = self._n_pol/(iota*eq.NFP) + grid = get_rtz_grid( + eq, + np.array(self._rho), + np.array(self._alpha), + np.linspace(0,2*n_tor*np.pi,self._n_pol*self._knots_per_transit), + coordinates="raz", + period=(np.inf,2*np.pi,np.inf), + ) + else : + grid = self._grid + self._dim_f = 1 + self._data_keys = ["R_eff"] + timer = Timer() + if verbose > 0: + print("Precomputing transforms") + timer.start("Precomputing transforms") + + profiles = get_profiles(self._data_keys, obj=eq, grid=grid) + transforms = get_transforms(self._data_keys, obj=eq, grid=grid) + + self._constants = { + "transforms": transforms, + "profiles": profiles, + } + + timer.stop("Precomputing transforms") + if verbose > 1: + timer.disp("Precomputing transforms") + + super().build(use_jit=use_jit, verbose=verbose) + + def compute(self, params, constants=None): + """Compute effective radius + + Parameters + ---------- + params : dict + Dictionary of equilibrium degrees of freedom, eg Equilibrium.params_dict + constants : dict + Dictionary of constant data, eg transforms, profiles etc. Defaults to + self.constants + + Returns + ------- + R_eff : float/ndarray + if target_mode is max/mean, maximum or average effective radius along the field line + if target_mode is all, array or effective radii along the field line + """ + eq = self.things[0] + + if constants is None: + constants = self.constants + data = compute_fun( + eq, + self._data_keys, + params=params, + data=data, + transforms=constants["transforms"], + profiles=constants["profiles"], + ) + R_eff = data["R_eff"] + if self._target_type == "max": + R_eff = jnp.max(R_eff) + elif self._target_type == "mean": + R_eff = jnp.mean("R_eff") + return R_eff From aeb2ff8f05513b2c3415e158e18cf21a200368bd Mon Sep 17 00:00:00 2001 From: kfrybes Date: Wed, 9 Oct 2024 17:56:37 -0400 Subject: [PATCH 02/23] Changes to turbulence optimization, inluding jnp instead of np --- desc/integrals/critical_gradient.py | 28 +++---- desc/objectives/_turbulence.py | 110 ++++++++++++++++++++++++---- 2 files changed, 109 insertions(+), 29 deletions(-) diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py index 8ea56a6be9..eb5fafdfb9 100644 --- a/desc/integrals/critical_gradient.py +++ b/desc/integrals/critical_gradient.py @@ -1,6 +1,6 @@ '''Methods for computing the critical gradient and effective radius of curvature''' -import numpy as np +from desc.backend import jnp from scipy.integrate import cumulative_trapezoid from scipy.optimize import curve_fit @@ -10,7 +10,7 @@ # def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200): # '''Creates a field line aligned grid for chosen value of rho and alpha in rtz coordinates -# Notes : Toroidal grid in zeta is defined between 0 and 2*(n_pol/(iota*NFP))*np.pi +# Notes : Toroidal grid in zeta is defined between 0 and 2*(n_pol/(iota*NFP))*jnp.pi # Parameters # ---------- @@ -37,25 +37,25 @@ # # Get initial grid to get iota value on the chosen field line # initial_grid = get_rtz_grid( # eq, -# np.array(rho), -# np.array(alpha), -# np.array(0), +# jnp.array(rho), +# jnp.array(alpha), +# jnp.array(0), # coordinates="raz", -# period=(np.inf,2*np.pi,np.inf) +# period=(jnp.inf,2*jnp.pi,jnp.inf) # ) -# iota = np.abs(eq.compute("iota",grid=initial_grid)["iota"]) +# iota = jnp.abs(eq.compute("iota",grid=initial_grid)["iota"]) # NFP = eq.NFP # n_tor = n_pol/(iota*NFP) -# zeta = np.linspace(0,2*n_tor*np.pi,n_points*n_pol) +# zeta = jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol) # # Create output grid # grid = get_rtz_grid( # eq, -# np.array(rho), -# np.array(alpha), +# jnp.array(rho), +# jnp.array(alpha), # zeta, # coordinates="raz", -# period=(np.inf,2*np.pi,np.inf), +# period=(jnp.inf,2*jnp.pi,jnp.inf), # ) # return grid @@ -132,7 +132,7 @@ def fit_drift_peaks(l,Kd): val_0 = Kd[0] # Find indices where Kd changes sign (crosses zero) - zero_crossings = np.where(np.diff(np.sign(Kd)))[0] + zero_crossings = jnp.where(jnp.diff(jnp.sign(Kd)))[0] # Initialize lists to store valid peak intervals peak_indices = [] @@ -158,7 +158,7 @@ def fit_drift_peaks(l,Kd): continue # Define p0 for fitting, the importance is on the sign as the curve_fit has trouble when it has to change sign - p0 = np.sign(val_0)*np.array([1,1]) + p0 = jnp.sign(val_0)*jnp.array([1,1]) # Loop through valid peak indices and perform fitting for l_min_idx, l_max_idx in peak_indices: @@ -169,7 +169,7 @@ def fit_drift_peaks(l,Kd): # Fit the quadratic curve to the peak popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0) - R_eff = np.abs(1/popt[0]) + R_eff = jnp.abs(1/popt[0]) L_par = l[l_max_idx] - l[l_min_idx] # Store the peak data and fitting parameters diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 44db554965..1f29b350df 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -2,10 +2,11 @@ import numpy as np from desc.compute.utils import _compute as compute_fun -from desc.compute.utils import get_profiles, get_transforms +from desc.compute.utils import get_profiles, get_transforms, get_params from desc.backend import jnp from desc.utils import Timer +from desc.grid import LinearGrid from .normalization import compute_scaling_factors from .objective_funs import _Objective from ..equilibrium.coords import get_rtz_grid @@ -121,25 +122,42 @@ def build(self, eq=None, use_jit=True, verbose=1): """ eq = self.things[0] + # we need a uniform grid to get correct surface averages for iota + iota_grid = LinearGrid( + rho=self._rho, + M=eq.M_grid, + N=eq.N_grid, + NFP=eq.NFP, + ) + self._iota_keys = ["iota", "iota_r", "shear"] + iota_profiles = get_profiles(self._iota_keys, obj=eq, grid=iota_grid) + iota_transforms = get_transforms(self._iota_keys, obj=eq, grid=iota_grid) + + # Separate grid to calculate the right length scale for normalization + len_grid = LinearGrid(rho=1.0, M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP) + self._len_keys = ["a"] + len_profiles = get_profiles(self._len_keys, obj=eq, grid=len_grid) + len_transforms = get_transforms(self._len_keys, obj=eq, grid=len_grid) + if self._grid is None: # Get value of iota on the chosen surface iota_grid = get_rtz_grid( eq, - np.array(self._rho), - np.array(self._alpha), - np.array(0), + jnp.array(self._rho), + jnp.array(self._alpha), + jnp.array(0), coordinates="rtz", - period=(np.inf,2*np.pi,np.inf), + period=(jnp.inf,2*jnp.pi,jnp.inf), ) - iota = eq.compute("iota",grid=iota_grid)["iota"] + iota = eq.compute("iota",grid=iota_grid)["iota"][1] n_tor = self._n_pol/(iota*eq.NFP) grid = get_rtz_grid( eq, - np.array(self._rho), - np.array(self._alpha), - np.linspace(0,2*n_tor*np.pi,self._n_pol*self._knots_per_transit), + jnp.array(self._rho), + jnp.array(self._alpha), + jnp.linspace(0,2*n_tor*jnp.pi,self._n_pol*self._knots_per_transit), coordinates="raz", - period=(np.inf,2*np.pi,np.inf), + period=(jnp.inf,2*jnp.pi,jnp.inf), ) else : grid = self._grid @@ -153,9 +171,24 @@ def build(self, eq=None, use_jit=True, verbose=1): profiles = get_profiles(self._data_keys, obj=eq, grid=grid) transforms = get_transforms(self._data_keys, obj=eq, grid=grid) + zeta = jnp.linspace(0,2*jnp.pi * self._n_pol, self._n_pol * self._knots_per_transit) + + self._args = get_params( + self._iota_keys + self._len_keys + self._data_keys, + obj="desc.equilibrium.equilibrium.Equilibrium", + has_axis=False, + ) + self._constants = { + "iota_transforms": iota_transforms, + "iota_profiles": iota_profiles, + "len_transforms": len_transforms, + "len_profiles": len_profiles, "transforms": transforms, "profiles": profiles, + "rho": self._rho, + "alpha": self._alpha, + "zeta": zeta, } timer.stop("Precomputing transforms") @@ -185,15 +218,62 @@ def compute(self, params, constants=None): if constants is None: constants = self.constants + + rho, alpha, zeta = constants["rho"], constants["alpha"], constants["zeta"] + + # we first compute iota on a uniform grid to get correct averaging etc. + iota_data = compute_fun( + eq, + self._iota_keys, + params=params, + transforms=constants["iota_transforms"], + profiles=constants["iota_profiles"], + ) + + len_data = compute_fun( + eq, + self._len_keys, + params=params, + transforms=constants["len_transforms"], + profiles=constants["len_profiles"], + ) + + # we prime the data dict with the correct iota values so we don't recompute them + # using the wrong grid + data = { + "iota": iota_data["iota"][0], + "iota_r": iota_data["iota_r"][0], + "shear": iota_data["shear"][0], + "a" : len_data["a"], + } + + grid = eq.get_rtz_grid( + rho, + alpha, + zeta, + coordinates="raz", + period=(jnp.inf, 2 * jnp.pi, jnp.inf), + params=params, + ) + data = compute_fun( eq, self._data_keys, - params=params, + params, + get_transforms(self._data_keys, eq, grid, jitable=True), + profiles=get_profiles(self._data_keys, eq, grid), data=data, - transforms=constants["transforms"], - profiles=constants["profiles"], - ) - R_eff = data["R_eff"] + )["R_eff"] + + # data = compute_fun( + # eq, + # self._data_keys, + # params=params, + # data=data, + # transforms=constants["transforms"], + # profiles=constants["profiles"], + # ) + # R_eff = data["R_eff"] if self._target_type == "max": R_eff = jnp.max(R_eff) elif self._target_type == "mean": From 0069348121bddeaf75fa8f2b011df0cd885173f5 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Mon, 14 Oct 2024 09:44:46 -0400 Subject: [PATCH 03/23] Jax adaptation and zonal flow notebook --- Critical_gradient_optimization.ipynb | 226 +++++++++++++++++++-------- desc/integrals/critical_gradient.py | 6 +- desc/objectives/_turbulence.py | 10 +- zonal_flow.ipynb | 0 4 files changed, 163 insertions(+), 79 deletions(-) create mode 100644 zonal_flow.ipynb diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb index 8cf0b207fe..17187c56df 100644 --- a/Critical_gradient_optimization.ipynb +++ b/Critical_gradient_optimization.ipynb @@ -2,14 +2,30 @@ "cells": [ { "cell_type": "code", - "execution_count": 58, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.2+413.gaeb2ff8f0.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", + "Using device: CPU, with 25.50 GB available memory\n" + ] + } + ], "source": [ - "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from desc.continuation import solve_continuation_automatic\n", + "from desc.backend import jnp\n", "import desc.io\n", "from desc.equilibrium import EquilibriaFamily, Equilibrium\n", "from desc.geometry import FourierRZToroidalSurface\n", @@ -32,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -44,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -57,32 +73,32 @@ " # Get initial grid to get iota value\n", " initial_grid = get_rtz_grid(\n", " eq,\n", - " np.array(np.sqrt(rho)),\n", - " # np.array(rho),\n", - " np.array(alpha),\n", - " np.array(0),\n", + " jnp.array(rho),\n", + " # jnp.array(rho),\n", + " jnp.array(alpha),\n", + " jnp.array(0),\n", " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf)\n", + " period=(jnp.inf,2*jnp.pi,jnp.inf)\n", " )\n", - " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", + " iota = jnp.abs(get_value(eq,\"iota\",initial_grid)[1])\n", " NFP = eq.NFP\n", " n_tor = n_pol/(iota*NFP)\n", " good_grid = get_rtz_grid(\n", " eq,\n", - " np.array(np.sqrt(rho)),\n", - " # np.array(rho),\n", - " np.array(alpha),\n", - " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " jnp.array(rho),\n", + " # jnp.array(rho),\n", + " jnp.array(alpha),\n", + " # jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", + " jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf),\n", + " period=(jnp.inf,2*jnp.pi,jnp.inf),\n", " )\n", " return good_grid" ] }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -97,8 +113,8 @@ " objective = ObjectiveFunction(\n", " (\n", " # pass in the grid we defined, and don't forget the target helicity!\n", - " # EffectiveRadius(eq=eq, grid=grid),\n", - " BallooningStability(eq=eq),\n", + " EffectiveRadius(eq=eq),\n", + " # BallooningStability(eq=eq),\n", " # try to keep the aspect ratio about the same\n", " # AspectRatio(eq=eq, target=8, weight=100),\n", " ),\n", @@ -106,16 +122,16 @@ " # as opposed to SIMSOPT and STELLOPT where variables are assumed fixed, in DESC\n", " # we assume variables are free. Here we decide which ones to fix, starting with\n", " # the major radius (R mode = [0,0,0]) and all modes with m,n > k\n", - " R_modes = np.vstack(\n", + " R_modes = jnp.vstack(\n", " (\n", " [0, 0, 0],\n", " eq.surface.R_basis.modes[\n", - " np.max(np.abs(eq.surface.R_basis.modes), 1) > k, :\n", + " jnp.max(jnp.abs(eq.surface.R_basis.modes), 1) > k, :\n", " ],\n", " )\n", " )\n", " Z_modes = eq.surface.Z_basis.modes[\n", - " np.max(np.abs(eq.surface.Z_basis.modes), 1) > k, :\n", + " jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1) > k, :\n", " ]\n", " # next we create the constraints, using the mode number arrays just created\n", " # if we didn't pass those in, it would fix all the modes (like for the profiles)\n", @@ -182,41 +198,30 @@ "R_eff = get_value(eq,\"R_eff\",grid)\n", "a = get_value(eq,\"a\",grid)\n", "print(f\"Values of R_eff are {R_eff}\")\n", - "print(f\"Values of a/R_eff are {np.divide(a,R_eff)}\")" + "print(f\"Values of a/R_eff are {jnp.divide(a,R_eff)}\")" ] }, { "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [], - "source": [ - "rho = np.array(0.5)\n", - "alpha = np.array(0)\n", - "n_tor = 10\n", - "zeta = np.linspace(0,2*np.pi*n_tor,100*n_tor)\n", - "grid = Grid.create_meshgrid(\n", - " [rho, alpha, zeta], coordinates=\"raz\", period=(np.inf, 2 * np.pi, np.inf),\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 68, + "execution_count": 5, "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "Building objective: ideal ballooning lambda\n" + "/tmp/ipykernel_470251/3439933449.py:21: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Timer: Objective build = 5.38 sec\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 1.78 sec\n", + "Timer: Objective build = 13.2 sec\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", @@ -227,32 +232,40 @@ "Building objective: lambda gauge\n", "Building objective: axis R self consistency\n", "Building objective: axis Z self consistency\n", - "Timer: Objective build = 470 ms\n", + "Timer: Objective build = 1.54 sec\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 181 ms\n", - "Timer: Objective build = 220 ms\n", - "Timer: Linear constraint projection build = 891 ms\n", - "Timer: Linear constraint projection build = 615 ms\n", + "Timer: Precomputing transforms = 401 ms\n", + "Timer: Objective build = 503 ms\n", + "Timer: Linear constraint projection build = 8.16 sec\n", + "Timer: Linear constraint projection build = 623 ms\n", "Number of parameters: 1900\n", "Number of objectives: 1\n", "Number of equality constraints: 5000\n", "Number of inequality constraints: 0\n", - "Timer: Initializing the optimization = 7.62 sec\n", + "Timer: Initializing the optimization = 24.3 sec\n", "\n", "Starting optimization\n", "Using method: fmin-auglag-bfgs\n" ] }, { - "ename": "TracerArrayConversionError", - "evalue": "The numpy.ndarray conversion method __array__() was called on traced array with shape int64[777]\nThe error occurred while tracing the function compute_scaled_error at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:1094 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError", + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jjfrybes/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:691: FutureWarning: unhashable type: . Attempting to hash a tracer will lead to an error in a future JAX release.\n", + " warnings.warn(\n" + ] + }, + { + "ename": "ConcretizationTypeError", + "evalue": "Abstract tracer value encountered where concrete value is expected: traced array with shape int64[]\nThe size argument of jnp.nonzero must be statically specified to use jnp.nonzero within JAX transformations.\nThe error occurred while tracing the function fit_drift_peaks at /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:92 for jit. This value became a tracer due to JAX operations on these lines:\n\n operation a\u001b[35m:f64[1]\u001b[39m = slice[limit_indices=(1,) start_indices=(0,) strides=None] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:134:12 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line :1:19 ()\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line :1 ()\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:40 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:21 (fit_drift_peaks)\n\nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.ConcretizationTypeError", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTracerArrayConversionError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[68], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m eq1 \u001b[38;5;241m=\u001b[39m run_step(\u001b[38;5;241m1\u001b[39m, eq)\n\u001b[1;32m 2\u001b[0m eqfam\u001b[38;5;241m.\u001b[39mappend(eq1)\n", - "Cell \u001b[0;32mIn[64], line 45\u001b[0m, in \u001b[0;36mrun_step\u001b[0;34m(k, eq)\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;66;03m# this is the default optimizer, which re-solves the equilibrium at each step\u001b[39;00m\n\u001b[1;32m 43\u001b[0m optimizer \u001b[38;5;241m=\u001b[39m Optimizer(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfmin-auglag-bfgs\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 45\u001b[0m eq_new, history \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 46\u001b[0m objective\u001b[38;5;241m=\u001b[39mobjective,\n\u001b[1;32m 47\u001b[0m constraints\u001b[38;5;241m=\u001b[39mconstraints,\n\u001b[1;32m 48\u001b[0m optimizer\u001b[38;5;241m=\u001b[39moptimizer,\n\u001b[1;32m 49\u001b[0m maxiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m20\u001b[39m, \u001b[38;5;66;03m# we don't need to solve to optimality at each multigrid step\u001b[39;00m\n\u001b[1;32m 50\u001b[0m verbose\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m,\n\u001b[1;32m 51\u001b[0m copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;66;03m# don't modify original, return a new optimized copy\u001b[39;00m\n\u001b[1;32m 52\u001b[0m options\u001b[38;5;241m=\u001b[39m{\n\u001b[1;32m 53\u001b[0m \u001b[38;5;66;03m# Sometimes the default initial trust radius is too big, allowing the\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;66;03m# optimizer to take too large a step in a bad direction. If this happens,\u001b[39;00m\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# we can manually specify a smaller starting radius. Each optimizer has a\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;66;03m# number of different options that can be used to tune the performance.\u001b[39;00m\n\u001b[1;32m 57\u001b[0m \u001b[38;5;66;03m# See the documentation for more info.\u001b[39;00m\n\u001b[1;32m 58\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1.0\u001b[39m,\n\u001b[1;32m 59\u001b[0m },\n\u001b[1;32m 60\u001b[0m )\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m eq_new\n", + "\u001b[0;31mConcretizationTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[5], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m eq1 \u001b[38;5;241m=\u001b[39m run_step(\u001b[38;5;241m1\u001b[39m, eq)\n\u001b[1;32m 2\u001b[0m eqfam\u001b[38;5;241m.\u001b[39mappend(eq1)\n", + "Cell \u001b[0;32mIn[4], line 45\u001b[0m, in \u001b[0;36mrun_step\u001b[0;34m(k, eq)\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;66;03m# this is the default optimizer, which re-solves the equilibrium at each step\u001b[39;00m\n\u001b[1;32m 43\u001b[0m optimizer \u001b[38;5;241m=\u001b[39m Optimizer(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfmin-auglag-bfgs\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 45\u001b[0m eq_new, history \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 46\u001b[0m objective\u001b[38;5;241m=\u001b[39mobjective,\n\u001b[1;32m 47\u001b[0m constraints\u001b[38;5;241m=\u001b[39mconstraints,\n\u001b[1;32m 48\u001b[0m optimizer\u001b[38;5;241m=\u001b[39moptimizer,\n\u001b[1;32m 49\u001b[0m maxiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m20\u001b[39m, \u001b[38;5;66;03m# we don't need to solve to optimality at each multigrid step\u001b[39;00m\n\u001b[1;32m 50\u001b[0m verbose\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m,\n\u001b[1;32m 51\u001b[0m copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;66;03m# don't modify original, return a new optimized copy\u001b[39;00m\n\u001b[1;32m 52\u001b[0m options\u001b[38;5;241m=\u001b[39m{\n\u001b[1;32m 53\u001b[0m \u001b[38;5;66;03m# Sometimes the default initial trust radius is too big, allowing the\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;66;03m# optimizer to take too large a step in a bad direction. If this happens,\u001b[39;00m\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# we can manually specify a smaller starting radius. Each optimizer has a\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;66;03m# number of different options that can be used to tune the performance.\u001b[39;00m\n\u001b[1;32m 57\u001b[0m \u001b[38;5;66;03m# See the documentation for more info.\u001b[39;00m\n\u001b[1;32m 58\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1.0\u001b[39m,\n\u001b[1;32m 59\u001b[0m },\n\u001b[1;32m 60\u001b[0m )\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m eq_new\n", "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:2181\u001b[0m, in \u001b[0;36mEquilibrium.optimize\u001b[0;34m(self, objective, constraints, optimizer, ftol, xtol, gtol, ctol, maxiter, x_scale, options, verbose, copy)\u001b[0m\n\u001b[1;32m 2178\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(constraints, (\u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m)):\n\u001b[1;32m 2179\u001b[0m constraints \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtuple\u001b[39m([constraints])\n\u001b[0;32m-> 2181\u001b[0m things, result \u001b[38;5;241m=\u001b[39m optimizer\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 2182\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2183\u001b[0m objective,\n\u001b[1;32m 2184\u001b[0m constraints,\n\u001b[1;32m 2185\u001b[0m ftol\u001b[38;5;241m=\u001b[39mftol,\n\u001b[1;32m 2186\u001b[0m xtol\u001b[38;5;241m=\u001b[39mxtol,\n\u001b[1;32m 2187\u001b[0m gtol\u001b[38;5;241m=\u001b[39mgtol,\n\u001b[1;32m 2188\u001b[0m ctol\u001b[38;5;241m=\u001b[39mctol,\n\u001b[1;32m 2189\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 2190\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 2191\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mmaxiter,\n\u001b[1;32m 2192\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 2193\u001b[0m copy\u001b[38;5;241m=\u001b[39mcopy,\n\u001b[1;32m 2194\u001b[0m )\n\u001b[1;32m 2196\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m things[\u001b[38;5;241m0\u001b[39m], result\n", "File \u001b[0;32m~/DESC/desc/optimize/optimizer.py:311\u001b[0m, in \u001b[0;36mOptimizer.optimize\u001b[0;34m(self, things, objective, constraints, ftol, xtol, gtol, ctol, x_scale, verbose, maxiter, options, copy)\u001b[0m\n\u001b[1;32m 307\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUsing method: \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod))\n\u001b[1;32m 309\u001b[0m timer\u001b[38;5;241m.\u001b[39mstart(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSolution time\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 311\u001b[0m result \u001b[38;5;241m=\u001b[39m optimizers[method][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m](\n\u001b[1;32m 312\u001b[0m objective,\n\u001b[1;32m 313\u001b[0m nonlinear_constraint,\n\u001b[1;32m 314\u001b[0m x0,\n\u001b[1;32m 315\u001b[0m method,\n\u001b[1;32m 316\u001b[0m x_scale,\n\u001b[1;32m 317\u001b[0m verbose,\n\u001b[1;32m 318\u001b[0m stoptol,\n\u001b[1;32m 319\u001b[0m options,\n\u001b[1;32m 320\u001b[0m )\n\u001b[1;32m 322\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(objective, LinearConstraintProjection):\n\u001b[1;32m 323\u001b[0m \u001b[38;5;66;03m# remove wrapper to get at underlying objective\u001b[39;00m\n\u001b[1;32m 324\u001b[0m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m [objective\u001b[38;5;241m.\u001b[39mrecover(x) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n", "File \u001b[0;32m~/DESC/desc/optimize/_desc_wrappers.py:95\u001b[0m, in \u001b[0;36m_optimize_desc_aug_lagrangian\u001b[0;34m(objective, constraint, x0, method, x_scale, verbose, stoptol, options)\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 93\u001b[0m constraint_wrapped \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m---> 95\u001b[0m result \u001b[38;5;241m=\u001b[39m fmin_auglag(\n\u001b[1;32m 96\u001b[0m \u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 97\u001b[0m x0\u001b[38;5;241m=\u001b[39mx0,\n\u001b[1;32m 98\u001b[0m grad\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mgrad(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 99\u001b[0m hess\u001b[38;5;241m=\u001b[39mhess,\n\u001b[1;32m 100\u001b[0m bounds\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mjnp\u001b[38;5;241m.\u001b[39minf, jnp\u001b[38;5;241m.\u001b[39minf),\n\u001b[1;32m 101\u001b[0m constraint\u001b[38;5;241m=\u001b[39mconstraint_wrapped,\n\u001b[1;32m 102\u001b[0m args\u001b[38;5;241m=\u001b[39m(objective\u001b[38;5;241m.\u001b[39mconstants, constraint\u001b[38;5;241m.\u001b[39mconstants \u001b[38;5;28;01mif\u001b[39;00m constraint \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m),\n\u001b[1;32m 103\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 104\u001b[0m ftol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 105\u001b[0m xtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 106\u001b[0m gtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 107\u001b[0m ctol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mctol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 108\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 109\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxiter\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 110\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 111\u001b[0m )\n\u001b[1;32m 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", @@ -266,20 +279,16 @@ "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:348\u001b[0m, in \u001b[0;36mObjectiveFunction.compute_scaled_error\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 344\u001b[0m constants \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconstants\n\u001b[1;32m 345\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(params) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(constants) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjectives)\n\u001b[1;32m 346\u001b[0m f \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mconcatenate(\n\u001b[1;32m 347\u001b[0m [\n\u001b[0;32m--> 348\u001b[0m obj\u001b[38;5;241m.\u001b[39mcompute_scaled_error(\u001b[38;5;241m*\u001b[39mpar, constants\u001b[38;5;241m=\u001b[39mconst)\n\u001b[1;32m 349\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m par, obj, const \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(params, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjectives, constants)\n\u001b[1;32m 350\u001b[0m ]\n\u001b[1;32m 351\u001b[0m )\n\u001b[1;32m 352\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f\n", " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:1098\u001b[0m, in \u001b[0;36m_Objective.compute_scaled_error\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1096\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute and apply the target/bounds, weighting, and normalization.\"\"\"\u001b[39;00m\n\u001b[1;32m 1097\u001b[0m args \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_maybe_array_to_params(\u001b[38;5;241m*\u001b[39margs)\n\u001b[0;32m-> 1098\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 1099\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_loss_function \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 1100\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_loss_function(f)\n", - "File \u001b[0;32m~/DESC/desc/objectives/_stability.py:657\u001b[0m, in \u001b[0;36mBallooningStability.compute\u001b[0;34m(self, params, constants)\u001b[0m\n\u001b[1;32m 648\u001b[0m \u001b[38;5;66;03m# we prime the data dict with the correct iota values so we don't recompute them\u001b[39;00m\n\u001b[1;32m 649\u001b[0m \u001b[38;5;66;03m# using the wrong grid\u001b[39;00m\n\u001b[1;32m 650\u001b[0m data \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 651\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 652\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 653\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 654\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m: len_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 655\u001b[0m }\n\u001b[0;32m--> 657\u001b[0m grid \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39mget_rtz_grid(\n\u001b[1;32m 658\u001b[0m rho,\n\u001b[1;32m 659\u001b[0m alpha,\n\u001b[1;32m 660\u001b[0m zeta,\n\u001b[1;32m 661\u001b[0m coordinates\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mraz\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 662\u001b[0m period\u001b[38;5;241m=\u001b[39m(np\u001b[38;5;241m.\u001b[39minf, \u001b[38;5;241m2\u001b[39m \u001b[38;5;241m*\u001b[39m np\u001b[38;5;241m.\u001b[39mpi, np\u001b[38;5;241m.\u001b[39minf),\n\u001b[1;32m 663\u001b[0m params\u001b[38;5;241m=\u001b[39mparams,\n\u001b[1;32m 664\u001b[0m )\n\u001b[1;32m 666\u001b[0m lam \u001b[38;5;241m=\u001b[39m compute_fun(\n\u001b[1;32m 667\u001b[0m eq,\n\u001b[1;32m 668\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 673\u001b[0m zeta0\u001b[38;5;241m=\u001b[39mconstants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mzeta0\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 674\u001b[0m )[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mideal ballooning lambda\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 676\u001b[0m lambda0, w0, w1 \u001b[38;5;241m=\u001b[39m constants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlambda0\u001b[39m\u001b[38;5;124m\"\u001b[39m], constants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mw0\u001b[39m\u001b[38;5;124m\"\u001b[39m], constants[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mw1\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n", - "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:1257\u001b[0m, in \u001b[0;36mEquilibrium.get_rtz_grid\u001b[0;34m(self, radial, poloidal, toroidal, coordinates, period, jitable, **kwargs)\u001b[0m\n\u001b[1;32m 1224\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_rtz_grid\u001b[39m(\n\u001b[1;32m 1225\u001b[0m \u001b[38;5;28mself\u001b[39m, radial, poloidal, toroidal, coordinates, period, jitable\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 1226\u001b[0m ):\n\u001b[1;32m 1227\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Return DESC grid in (rho, theta, zeta) coordinates from given coordinates.\u001b[39;00m\n\u001b[1;32m 1228\u001b[0m \n\u001b[1;32m 1229\u001b[0m \u001b[38;5;124;03m Create a tensor-product grid from the given coordinates, and return the same\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 1255\u001b[0m \u001b[38;5;124;03m DESC coordinate grid for the given coordinates.\u001b[39;00m\n\u001b[1;32m 1256\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m-> 1257\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m get_rtz_grid(\n\u001b[1;32m 1258\u001b[0m \u001b[38;5;28mself\u001b[39m, radial, poloidal, toroidal, coordinates, period, jitable, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 1259\u001b[0m )\n", - "File \u001b[0;32m~/DESC/desc/equilibrium/coords.py:726\u001b[0m, in \u001b[0;36mget_rtz_grid\u001b[0;34m(eq, radial, poloidal, toroidal, coordinates, period, jitable, **kwargs)\u001b[0m\n\u001b[1;32m 717\u001b[0m kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m grid\u001b[38;5;241m.\u001b[39mexpand(jnp\u001b[38;5;241m.\u001b[39matleast_1d(kwargs[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m]))\n\u001b[1;32m 718\u001b[0m inbasis \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 719\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrho\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 720\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mt\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtheta\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 724\u001b[0m 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\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 733\u001b[0m )\n\u001b[1;32m 734\u001b[0m idx \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m 735\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m inbasis[coordinates[\u001b[38;5;241m0\u001b[39m]] \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrho\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 736\u001b[0m \u001b[38;5;66;03m# Should work as long as inbasis radial coordinate is\u001b[39;00m\n\u001b[1;32m 737\u001b[0m \u001b[38;5;66;03m# single variable, monotonic increasing function of rho.\u001b[39;00m\n", - "File \u001b[0;32m~/DESC/desc/equilibrium/coords.py:117\u001b[0m, in \u001b[0;36mmap_coordinates\u001b[0;34m(eq, coords, inbasis, outbasis, guess, params, period, tol, maxiter, full_output, **kwargs)\u001b[0m\n\u001b[1;32m 115\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 116\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m profiles[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 117\u001b[0m profiles[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39mget_profile([\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m], params\u001b[38;5;241m=\u001b[39mparams)\n\u001b[1;32m 118\u001b[0m iota \u001b[38;5;241m=\u001b[39m profiles[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mcompute(Grid(coords, sort\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, jitable\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m))\n\u001b[1;32m 119\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m _map_clebsch_coordinates(\n\u001b[1;32m 120\u001b[0m coords\u001b[38;5;241m=\u001b[39mcoords,\n\u001b[1;32m 121\u001b[0m iota\u001b[38;5;241m=\u001b[39miota,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 130\u001b[0m )\n", - "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:752\u001b[0m, in \u001b[0;36mEquilibrium.get_profile\u001b[0;34m(self, name, grid, kind, **kwargs)\u001b[0m\n\u001b[1;32m 750\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m grid \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 751\u001b[0m grid \u001b[38;5;241m=\u001b[39m QuadratureGrid(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mL_grid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mM_grid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mN_grid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mNFP)\n\u001b[0;32m--> 752\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute(name, grid\u001b[38;5;241m=\u001b[39mgrid, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 753\u001b[0m knots \u001b[38;5;241m=\u001b[39m grid\u001b[38;5;241m.\u001b[39mcompress(grid\u001b[38;5;241m.\u001b[39mnodes[:, \u001b[38;5;241m0\u001b[39m])\n\u001b[1;32m 754\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(name, \u001b[38;5;28mstr\u001b[39m):\n", - "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:892\u001b[0m, in \u001b[0;36mEquilibrium.compute\u001b[0;34m(self, names, grid, params, transforms, profiles, data, override_grid, **kwargs)\u001b[0m\n\u001b[1;32m 888\u001b[0m profiles \u001b[38;5;241m=\u001b[39m get_profiles(\n\u001b[1;32m 889\u001b[0m names, obj\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m, grid\u001b[38;5;241m=\u001b[39mgrid, basis\u001b[38;5;241m=\u001b[39mkwargs\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbasis\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrpz\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 890\u001b[0m )\n\u001b[1;32m 891\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m transforms \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m--> 892\u001b[0m transforms \u001b[38;5;241m=\u001b[39m get_transforms(\n\u001b[1;32m 893\u001b[0m names,\n\u001b[1;32m 894\u001b[0m obj\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 895\u001b[0m grid\u001b[38;5;241m=\u001b[39mgrid,\n\u001b[1;32m 896\u001b[0m method\u001b[38;5;241m=\u001b[39mmethod,\n\u001b[1;32m 897\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 898\u001b[0m )\n\u001b[1;32m 899\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 900\u001b[0m data \u001b[38;5;241m=\u001b[39m {}\n", - "File \u001b[0;32m~/DESC/desc/backend.py:112\u001b[0m, in \u001b[0;36mexecute_on_cpu..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 109\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(func)\n\u001b[1;32m 110\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapper\u001b[39m(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 111\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m jax\u001b[38;5;241m.\u001b[39mdefault_device(jax\u001b[38;5;241m.\u001b[39mdevices(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcpu\u001b[39m\u001b[38;5;124m\"\u001b[39m)[\u001b[38;5;241m0\u001b[39m]):\n\u001b[0;32m--> 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", - "File \u001b[0;32m~/DESC/desc/compute/utils.py:554\u001b[0m, in \u001b[0;36mget_transforms\u001b[0;34m(keys, obj, grid, jitable, has_axis, basis, **kwargs)\u001b[0m\n\u001b[1;32m 552\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n\u001b[1;32m 553\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m: \u001b[38;5;66;03m# if we didn't exit the loop early\u001b[39;00m\n\u001b[0;32m--> 554\u001b[0m c_transform \u001b[38;5;241m=\u001b[39m Transform(\n\u001b[1;32m 555\u001b[0m grid,\n\u001b[1;32m 556\u001b[0m basis,\n\u001b[1;32m 557\u001b[0m derivs\u001b[38;5;241m=\u001b[39mderivs[c],\n\u001b[1;32m 558\u001b[0m build\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m 559\u001b[0m method\u001b[38;5;241m=\u001b[39mmethod,\n\u001b[1;32m 560\u001b[0m )\n\u001b[1;32m 561\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m: \u001b[38;5;66;03m# don't perform checks if jitable=True as they are not jit-safe\u001b[39;00m\n\u001b[1;32m 562\u001b[0m c_transform \u001b[38;5;241m=\u001b[39m Transform(\n\u001b[1;32m 563\u001b[0m grid,\n\u001b[1;32m 564\u001b[0m basis,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 567\u001b[0m method\u001b[38;5;241m=\u001b[39mmethod,\n\u001b[1;32m 568\u001b[0m )\n", - "File \u001b[0;32m~/DESC/desc/transform.py:84\u001b[0m, in \u001b[0;36mTransform.__init__\u001b[0;34m(self, grid, basis, derivs, rcond, build, build_pinv, method)\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_method \u001b[38;5;241m=\u001b[39m method\n\u001b[1;32m 83\u001b[0m \u001b[38;5;66;03m# assign according to logic in setter function\u001b[39;00m\n\u001b[0;32m---> 84\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m method\n\u001b[1;32m 85\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m build:\n\u001b[1;32m 86\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbuild()\n", - "File \u001b[0;32m~/DESC/desc/transform.py:802\u001b[0m, in \u001b[0;36mTransform.method\u001b[0;34m(self, method)\u001b[0m\n\u001b[1;32m 800\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m warnings\u001b[38;5;241m.\u001b[39mcatch_warnings():\n\u001b[1;32m 801\u001b[0m warnings\u001b[38;5;241m.\u001b[39msimplefilter(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mignore\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 802\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 803\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 804\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_inputs_fft(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgrid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbasis)\n", - "File \u001b[0;32m~/DESC/desc/transform.py:804\u001b[0m, in \u001b[0;36mTransform.method\u001b[0;34m(self, method)\u001b[0m\n\u001b[1;32m 802\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 803\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m--> 804\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_inputs_fft(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgrid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbasis)\n\u001b[1;32m 805\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdirect2\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 806\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check_inputs_direct2(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgrid, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbasis)\n", - "File \u001b[0;32m~/DESC/desc/transform.py:180\u001b[0m, in \u001b[0;36mTransform._check_inputs_fft\u001b[0;34m(self, grid, basis)\u001b[0m\n\u001b[1;32m 177\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdirect1\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 178\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m\n\u001b[0;32m--> 180\u001b[0m id2 \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlexsort((basis\u001b[38;5;241m.\u001b[39mmodes[:, \u001b[38;5;241m1\u001b[39m], basis\u001b[38;5;241m.\u001b[39mmodes[:, \u001b[38;5;241m0\u001b[39m], basis\u001b[38;5;241m.\u001b[39mmodes[:, \u001b[38;5;241m2\u001b[39m]))\n\u001b[1;32m 181\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m issorted(id2):\n\u001b[1;32m 182\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 183\u001b[0m colored(\n\u001b[1;32m 184\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfft method requires zernike indices to be sorted by toroidal mode \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 187\u001b[0m )\n\u001b[1;32m 188\u001b[0m )\n", - "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:705\u001b[0m, in \u001b[0;36mTracer.__array__\u001b[0;34m(self, *args, **kw)\u001b[0m\n\u001b[1;32m 704\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__array__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw):\n\u001b[0;32m--> 705\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m TracerArrayConversionError(\u001b[38;5;28mself\u001b[39m)\n", - "\u001b[0;31mTracerArrayConversionError\u001b[0m: The numpy.ndarray conversion method __array__() was called on traced array with shape int64[777]\nThe error occurred while tracing the function compute_scaled_error at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:1094 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError" + "File \u001b[0;32m~/DESC/desc/objectives/_turbulence.py:260\u001b[0m, in \u001b[0;36mEffectiveRadius.compute\u001b[0;34m(self, params, constants)\u001b[0m\n\u001b[1;32m 243\u001b[0m data \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 244\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 245\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 246\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 247\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m : len_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 248\u001b[0m }\n\u001b[1;32m 250\u001b[0m grid \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39mget_rtz_grid(\n\u001b[1;32m 251\u001b[0m rho,\n\u001b[1;32m 252\u001b[0m alpha,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 257\u001b[0m params\u001b[38;5;241m=\u001b[39mparams,\n\u001b[1;32m 258\u001b[0m )\n\u001b[0;32m--> 260\u001b[0m data \u001b[38;5;241m=\u001b[39m compute_fun(\n\u001b[1;32m 261\u001b[0m eq,\n\u001b[1;32m 262\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys,\n\u001b[1;32m 263\u001b[0m params,\n\u001b[1;32m 264\u001b[0m get_transforms(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys, eq, grid, jitable\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m),\n\u001b[1;32m 265\u001b[0m profiles\u001b[38;5;241m=\u001b[39mget_profiles(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys, eq, grid),\n\u001b[1;32m 266\u001b[0m data\u001b[38;5;241m=\u001b[39mdata,\n\u001b[1;32m 267\u001b[0m )[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mR_eff\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 269\u001b[0m \u001b[38;5;66;03m# data = compute_fun(\u001b[39;00m\n\u001b[1;32m 270\u001b[0m \u001b[38;5;66;03m# eq,\u001b[39;00m\n\u001b[1;32m 271\u001b[0m \u001b[38;5;66;03m# self._data_keys,\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 276\u001b[0m \u001b[38;5;66;03m# )\u001b[39;00m\n\u001b[1;32m 277\u001b[0m \u001b[38;5;66;03m# R_eff = data[\"R_eff\"]\u001b[39;00m\n\u001b[1;32m 278\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_target_type \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n", + "File \u001b[0;32m~/DESC/desc/compute/utils.py:205\u001b[0m, in \u001b[0;36m_compute\u001b[0;34m(parameterization, names, params, transforms, profiles, data, **kwargs)\u001b[0m\n\u001b[1;32m 193\u001b[0m data \u001b[38;5;241m=\u001b[39m _compute(\n\u001b[1;32m 194\u001b[0m parameterization,\n\u001b[1;32m 195\u001b[0m data_index[parameterization][name][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdependencies\u001b[39m\u001b[38;5;124m\"\u001b[39m][\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 202\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 203\u001b[0m )\n\u001b[1;32m 204\u001b[0m \u001b[38;5;66;03m# now compute the quantity\u001b[39;00m\n\u001b[0;32m--> 205\u001b[0m data \u001b[38;5;241m=\u001b[39m data_index[parameterization][name][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m](\n\u001b[1;32m 206\u001b[0m params\u001b[38;5;241m=\u001b[39mparams, transforms\u001b[38;5;241m=\u001b[39mtransforms, profiles\u001b[38;5;241m=\u001b[39mprofiles, data\u001b[38;5;241m=\u001b[39mdata, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 207\u001b[0m )\n\u001b[1;32m 208\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m data\n", + "File \u001b[0;32m~/DESC/desc/compute/_turbulence.py:56\u001b[0m, in \u001b[0;36m_R_eff\u001b[0;34m(params, transforms, profiles, data, **kwargs)\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[38;5;129m@register_compute_fun\u001b[39m(\n\u001b[1;32m 39\u001b[0m name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mR_eff\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 40\u001b[0m \u001b[38;5;66;03m# Exact definition of the effective radius of curvature can be found\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 53\u001b[0m \n\u001b[1;32m 54\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_R_eff\u001b[39m(params, transforms, profiles, data, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 55\u001b[0m grid \u001b[38;5;241m=\u001b[39m transforms[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgrid\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39msource_grid\n\u001b[0;32m---> 56\u001b[0m out \u001b[38;5;241m=\u001b[39m fit_drift_peaks(grid\u001b[38;5;241m.\u001b[39mnodes[:,\u001b[38;5;241m2\u001b[39m],data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mK_d\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[1;32m 57\u001b[0m R_eff \u001b[38;5;241m=\u001b[39m [row[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;28;01mfor\u001b[39;00m row \u001b[38;5;129;01min\u001b[39;00m out[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvalues\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n\u001b[1;32m 58\u001b[0m data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mR_eff\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m R_eff\n", + " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", + "File \u001b[0;32m~/DESC/desc/integrals/critical_gradient.py:137\u001b[0m, in \u001b[0;36mfit_drift_peaks\u001b[0;34m(l, Kd)\u001b[0m\n\u001b[1;32m 134\u001b[0m val_0 \u001b[38;5;241m=\u001b[39m Kd[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 136\u001b[0m \u001b[38;5;66;03m# Find indices where Kd changes sign (crosses zero)\u001b[39;00m\n\u001b[0;32m--> 137\u001b[0m zero_crossings \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mwhere(jnp\u001b[38;5;241m.\u001b[39mdiff(jnp\u001b[38;5;241m.\u001b[39msign(Kd)))[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 139\u001b[0m \u001b[38;5;66;03m# Initialize lists to store valid peak intervals\u001b[39;00m\n\u001b[1;32m 140\u001b[0m peak_indices \u001b[38;5;241m=\u001b[39m []\n", + "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/numpy/lax_numpy.py:2111\u001b[0m, in \u001b[0;36mwhere\u001b[0;34m(condition, x, y, size, fill_value)\u001b[0m\n\u001b[1;32m 2109\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m x \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m y \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 2110\u001b[0m util\u001b[38;5;241m.\u001b[39mcheck_arraylike(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwhere\u001b[39m\u001b[38;5;124m\"\u001b[39m, condition)\n\u001b[0;32m-> 2111\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m nonzero(condition, size\u001b[38;5;241m=\u001b[39msize, fill_value\u001b[38;5;241m=\u001b[39mfill_value)\n\u001b[1;32m 2112\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 2113\u001b[0m util\u001b[38;5;241m.\u001b[39mcheck_arraylike(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwhere\u001b[39m\u001b[38;5;124m\"\u001b[39m, condition, x, y)\n", + "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/numpy/lax_numpy.py:2601\u001b[0m, in \u001b[0;36mnonzero\u001b[0;34m(***failed resolving arguments***)\u001b[0m\n\u001b[1;32m 2599\u001b[0m mask \u001b[38;5;241m=\u001b[39m arr \u001b[38;5;28;01mif\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mbool\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m (arr \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m)\n\u001b[1;32m 2600\u001b[0m calculated_size_ \u001b[38;5;241m=\u001b[39m mask\u001b[38;5;241m.\u001b[39msum() \u001b[38;5;28;01mif\u001b[39;00m size \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m size\n\u001b[0;32m-> 2601\u001b[0m calculated_size: \u001b[38;5;28mint\u001b[39m \u001b[38;5;241m=\u001b[39m core\u001b[38;5;241m.\u001b[39mconcrete_dim_or_error(calculated_size_,\n\u001b[1;32m 2602\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe size argument of jnp.nonzero must be statically specified \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 2603\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mto use jnp.nonzero within JAX transformations.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2604\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m arr\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m calculated_size \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 2605\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtuple\u001b[39m(zeros(calculated_size, \u001b[38;5;28mint\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m dim \u001b[38;5;129;01min\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mshape)\n", + " \u001b[0;31m[... skipping hidden 1 frame]\u001b[0m\n", + "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:1545\u001b[0m, in \u001b[0;36mconcrete_or_error\u001b[0;34m(force, val, context)\u001b[0m\n\u001b[1;32m 1543\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m force(val\u001b[38;5;241m.\u001b[39maval\u001b[38;5;241m.\u001b[39mval)\n\u001b[1;32m 1544\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1545\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m ConcretizationTypeError(val, context)\n\u001b[1;32m 1546\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1547\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m force(val)\n", + "\u001b[0;31mConcretizationTypeError\u001b[0m: Abstract tracer value encountered where concrete value is expected: traced array with shape int64[]\nThe size argument of jnp.nonzero must be statically specified to use jnp.nonzero within JAX transformations.\nThe error occurred while tracing the function fit_drift_peaks at /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:92 for jit. This value became a tracer due to JAX operations on these lines:\n\n operation a\u001b[35m:f64[1]\u001b[39m = slice[limit_indices=(1,) start_indices=(0,) strides=None] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:134:12 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line :1:19 ()\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line :1 ()\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:40 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:21 (fit_drift_peaks)\n\nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.ConcretizationTypeError" ] } ], @@ -288,6 +297,87 @@ "eqfam.append(eq1)" ] }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 91.8 ms\n", + "Building objective: ideal ballooning lambda\n", + "Timer: Objective build = 9.82 sec\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 770 ms\n", + "Timer: Objective build = 1.07 sec\n", + "Timer: Proximal projection build = 22.9 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed iota\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 750 ms\n", + "Timer: Linear constraint projection build = 2.59 sec\n", + "Number of parameters: 24\n", + "Number of objectives: 2\n", + "Timer: Initializing the optimization = 26.3 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.365e+06 9.652e+06 \n", + " 1 3 1.353e+06 1.244e+04 7.203e-03 9.593e+06 \n", + " 2 4 1.335e+06 1.733e+04 2.570e-03 9.452e+06 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 1.335e+06\n", + " Total delta_x: 6.208e-03\n", + " Iterations: 2\n", + " Function evaluations: 4\n", + " Jacobian evaluations: 3\n", + "Timer: Solution time = 7.18 min\n", + "Timer: Avg time per step = 2.39 min\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.365e+06 --> 1.335e+06, \n", + "Aspect ratio: 1.048e+01 --> 1.049e+01 (dimensionless)\n", + "Ideal ballooning lambda: 1.652e+01 --> 1.634e+01 (dimensionless)\n", + "Maximum absolute Force error: 5.586e+03 --> 8.693e+03 (N)\n", + "Minimum absolute Force error: 9.586e-03 --> 7.709e-03 (N)\n", + "Average absolute Force error: 9.992e+01 --> 1.043e+02 (N)\n", + "Maximum absolute Force error: 4.492e-04 --> 6.991e-04 (normalized)\n", + "Minimum absolute Force error: 7.710e-10 --> 6.200e-10 (normalized)\n", + "Average absolute Force error: 8.036e-06 --> 8.391e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed iota profile error: 0.000e+00 --> 0.000e+00 (dimensionless)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + }, + { + "ename": "AssertionError", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAssertionError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[19], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtests\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtest_examples\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m test_ballooning_stability_opt\n\u001b[0;32m----> 2\u001b[0m test_ballooning_stability_opt()\n", + "File \u001b[0;32m~/DESC/tests/test_examples.py:1692\u001b[0m, in \u001b[0;36mtest_ballooning_stability_opt\u001b[0;34m()\u001b[0m\n\u001b[1;32m 0\u001b[0m \n", + "\u001b[0;31mAssertionError\u001b[0m: " + ] + } + ], + "source": [ + "from tests.test_examples import test_ballooning_stability_opt\n", + "test_ballooning_stability_opt()" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py index eb5fafdfb9..c666e39dc2 100644 --- a/desc/integrals/critical_gradient.py +++ b/desc/integrals/critical_gradient.py @@ -1,9 +1,11 @@ '''Methods for computing the critical gradient and effective radius of curvature''' -from desc.backend import jnp +from desc.backend import jnp, jax from scipy.integrate import cumulative_trapezoid from scipy.optimize import curve_fit +# import functools + # from ..equilibrium.coords import get_rtz_grid TODO why can't I import this? # TODO can't import from desc.equilibrium because of a circular import @@ -87,7 +89,7 @@ def Kd_quadratic(l, Reff_inv, ln): lc = (l[0]+l[-1])/2 return Reff_inv * (1 - (l - lc)**2 / ln**2) - +# @functools.partial(jax.jit, static_argnames = ["Kd"]) def fit_drift_peaks(l,Kd): '''Fits all regions of bad curvatude of the drift curvature with a desired quadratic fit of the form Kd(l) = R_eff_inv*(1-(l-l_c)^2/l_n^2) with R_eff and l_n free fitting parameters diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 1f29b350df..3afc830863 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -252,6 +252,7 @@ def compute(self, params, constants=None): alpha, zeta, coordinates="raz", + iota = data["iota"], period=(jnp.inf, 2 * jnp.pi, jnp.inf), params=params, ) @@ -265,15 +266,6 @@ def compute(self, params, constants=None): data=data, )["R_eff"] - # data = compute_fun( - # eq, - # self._data_keys, - # params=params, - # data=data, - # transforms=constants["transforms"], - # profiles=constants["profiles"], - # ) - # R_eff = data["R_eff"] if self._target_type == "max": R_eff = jnp.max(R_eff) elif self._target_type == "mean": diff --git a/zonal_flow.ipynb b/zonal_flow.ipynb new file mode 100644 index 0000000000..e69de29bb2 From 7a626261f44a2d43d971ba27e4448e06a6b73294 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Tue, 22 Oct 2024 12:48:39 -0400 Subject: [PATCH 04/23] Making the effective radius computation jit compatible --- Critical_gradient1.ipynb | 1030 -------------------------- Critical_gradient2.ipynb | 338 +++++++-- Critical_gradient_optimization.ipynb | 838 +++++++++++++++++---- critical_gradient_jax.ipynb | 927 +++++++++++++++++++++++ desc/compute/_turbulence.py | 34 +- desc/integrals/critical_gradient.py | 345 ++++++--- desc/objectives/__init__.py | 2 +- desc/objectives/_turbulence.py | 296 +++++++- zonal_flow.ipynb | 296 ++++++++ 9 files changed, 2729 insertions(+), 1377 deletions(-) delete mode 100644 Critical_gradient1.ipynb create mode 100644 critical_gradient_jax.ipynb diff --git a/Critical_gradient1.ipynb b/Critical_gradient1.ipynb deleted file mode 100644 index 00de647371..0000000000 --- a/Critical_gradient1.ipynb +++ /dev/null @@ -1,1030 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Imports\n", - "import sys\n", - "import os\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from scipy.integrate import cumulative_trapezoid\n", - "from scipy.optimize import curve_fit\n", - "\n", - "\n", - "# plt.rcParams.update({\"font.size\": 18})\n", - "sys.path.insert(0, os.path.abspath(\".\"))\n", - "sys.path.append(os.path.abspath(\"../../../\"))\n", - "\n", - "import desc.io\n", - "from desc.equilibrium.coords import get_rtz_grid\n", - "from desc.grid import Grid\n", - "from desc.backend import jnp" - ] - }, - { - "cell_type": "code", - "execution_count": 165, - "metadata": {}, - "outputs": [], - "source": [ - "# Load heliotron equilibrium\n", - "eq_fam_helio = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/input.HELIOTRON_output.h5\")\n", - "eq_helio = eq_fam_helio[-1]\n", - "\n", - "# Load w7x high mirror equilibrium\n", - "eq_fam_w7x = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/w7x_output.h5\")\n", - "eq_w7x = eq_fam_w7x[-1]\n", - "\n", - "# Load precise QA equilibrium\n", - "eq_precise_QA = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/DESC_from_NAE_precise_QA_output.h5\")\n", - "\n", - "# Load NCSX equilibrium\n", - "eq_fam_NCSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/NCSX_output.h5\")\n", - "eq_NCSX = eq_fam_NCSX[-1]\n", - "\n", - "eq_fam_HSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/HSX_output.h5\")\n", - "eq_HSX = eq_fam_HSX[-1]\n", - "\n", - "eq_fam_w7x2 = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/W7-X_output.h5\")\n", - "eq_w7x2 = eq_fam_w7x2[-1]" - ] - }, - { - "cell_type": "code", - "execution_count": 397, - "metadata": {}, - "outputs": [], - "source": [ - "rho = np.array(0.5)\n", - "alpha = 0\n", - "# Number of toroidal transits of the field line\n", - "nturns = 2\n", - "# Number of point along a field line\n", - "N0 = nturns * 200\n", - "zeta = np.linspace(0, 2*nturns*np.pi, N0)\n", - "\n", - "grid = Grid.create_meshgrid(\n", - " [rho, alpha, zeta], coordinates=\"raz\", period=(np.inf, 2 * np.pi, np.inf)\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 391, - "metadata": {}, - "outputs": [], - "source": [ - "curv = get_value(eq_helio,\"cvdrift\",grid)\n", - "a = get_value(eq_helio,\"a\",grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 392, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 392, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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kI3jd616HT3/60zh8+DC+9KUvCb+nUCigUCgs9akQBEEQCtq2g3JBh+t50vQRb9SW1ceGP/mXCzqlonocPvurZOjykQpB4z2u2GRN92ZfryrFhvOe97wH73nPe4KvzzvvvKX+EQRBEMQS0PYb77UtRx7YOPHARpqKigRAFNgsH67rBX4XGW3bRSlDsek6LooGU+l0TZMOt7RdDyUzWhW1/NeeGvQRBEGcprBUlK58Io8qMYAqFcUDG70n0hGnIz/ZO4t1n/o+7IyZFh3bRcnkVVHyVFQhCGzkAa3luDD16EiFEz79JYMCG4IgiNMU7rUwdA2SdiaBd4aXe2eZh8smeWyWi93TDUw3ukGjRBGe5/mBjY6ioiqKKTYsWlGmovzp3prGgpteSEVRYEMQBHGa0rZZR2GVOZT3OeHl3qqUVcHQYOoapaKWiUU/oFlsywObMADVMxWbYkyxkXceNvVoAHTCp79kUGBDEARxmtK2I4qNNGAJq50AVQDEPBmqCiuO68rNysSJw5WaRYViwwMZ7rHpKjw2hYjHRj0rigc2gNcDnWwosCEIgjhNaVvMPGwoUg3RJ3xA4bGx2RO+oWUrNp/74R688X/d/zzOnBDBlRpVKioZ2Kga9PFUlCrFZLtergDoVEKBDUEQxCpk51Qd//r0MeUartjomgaZ37Rj56yKclwUTX+uUIbPYs9sE4cX5CMciBODBzaqVBQffFo2jQyPTb6AhZuHAUADVUURBEEQJ4kv33cAN37naeWatsU8Nix99Pz62HQdFyVDndbi1Dq2dPgiceLUcnhs8io2XdvN7bEpGOSxIQiCIE4yk/WudNPitALFRq6yRMu4AXW5d9HUlEEShwU2PTAGepWxeAIeG2kqynUTAYt6ujcA6DpVRREEQRAnialGJzOwYYqNb/jN6iicUe7NzcN6Do/NYtuWdrwlTpx8qShW5ZY1UiGu2GhwJZfLclwU9OwA6FRCgQ1BEMQqZCqHYtO22awoXVP1scnfoI9XRWV5bEixOTmEgY0lXRNVbIqKkQpWLMUkr3ayXQ8mpaIIgiCIk81Uo5sZPLQtBxWu2CiGW2oa2wgBhccmqIrK7j5LHpuTA/fY1DqOdE0qFZVXscmY7s3W9UYqaslnRREEQRDLz1S9m7nJhIqNerglL+MG1FVRpYyeOBxKRZ0cQo+NXLFpW2Fq0dQ12JIA03I9FM1s74yd8OL0QFxDgQ1BEMRqo9l10LQcaBproa9p4qGILYtN91b1nuEppmDIodI8nM9jQ6mokwNPQSmropxQsVH2L7KT3hnx8Zh5OFLu3QORDaWiCIIgVhlT9Q4AwPPkSgwQ99iopnaX/MopQNWgjzV0y+o87LgeGl0Htuv1RM+T1YLtuGhZLgbLZq5y74KhQVf4oSzXDRQbVcBiRRv05eg6fSqgwIYgCGKVMdXoBn+XGYj5MMRwCKYkFeV3oNV1dSqq44QpK5V5uB4pRbZkpTbEccP9NZsGy8py77Y/+FTTNF+xEa/r2lHvjLwqynbdyKwoUmwIgiCIk8BUPRLYSFI+0Y7ChsJD0Q3KuNnXcvNwuE6lEkXb/Xft5d8EVwtcpdk8XM5MRXEjuOpa8b5EfJ2qjw2NVCAIgiBOKnkUm6C1fkHtiwlMwZkeGy+XeTgW2JDPZsngKs3moUrmrCge2Kiq4Vh/mmjAolhnkGJDEARBnES4xwaAtPqobYWN2lQpiY4dmoKB7FlRWZ2Ho2oCBTZLR5CKGlIrNm3LDZotqgPaaFWU+P3huh5cD9SgjyAIgji5TDW6MPzNRpaKakXKfnWFysJnQGm5zMO++qPY3OKpKApslgoezHCPjafwTIWKjTxQjU73likx3CNFqSiCIHqOH+6ewSu/9DN84Ud7pDdEYuUw1ehiw0AJgCoV5Ss2Bd5UT9HHxjebaqp+N/5GqCodBygVdbLggc3GoRIc1wsC1yTRVFRWCjIasIhWWX4PnFiH4h64fVBgQxAE7t0/hx/umcWHv/0UZpry5l4AKPBZAUw3utg4WAYgDx4Cj01G75mu4wUdaNVVNHykgrrzcDwVRe+lPLzmr+7FD3fPKNcsdmxUSwaGywX2tWSsAq+KAqCsYLMi113XICzNt5y4YqORx4YgiF6h0Q1bsNsZT9H6jXfg43c8fbJPiXge1Ds2RvvZBidVbKxoVZQiYHHiT/hZDfrIPLy0dG0Xd++awaNHFpXrah0bgyUTg2XWd1dW8h1PRamveyFjBlSg2JDHhiCIXqPRDW+CtmJTeupoDQDwg53TJ/2ciBOn0XUw0lcEIA9sWr55uGSqfTGd2MwglXnYQymXx8YJ+p6QxyabSd8IrupNAzAlbKBkolpigU1dMi8qnorKKPc21AEteWwIguhZGl0H1RKrlFA9bX/lkcMAgOvOGjkl50WcGCywyVBsfI9Nvj424RO5uu+JejwDwOYYjfYXg+8h1Ez6PYlUE7sBNkajv2gG6okt6agXrYpSl3uH071lKSaRx4YUG4IgeoJG18GQn5tXKTb/8MgRAOSz6XUaXQcjFXY9ZcFDWBWVr48NoN4IQ4+N+qm91rYx2sfPjd5HWXDFZkFRwg0ATctBf9GAafDAJrsqKjNQzVDqkh4bUmwIgugZGl2WnwcgTSM4roe9s00A6uCHWH7qHRtrcig2pq7BNNQqSzoVpVqn5eg87GCMKzaUisokVGyyA5u+ogHTb6pnSYLGju3k8tjEzcOSVFTKY0OKDUEQp4C3/O8H8e0njyrXNLpOYDq0JTfEZtRgTIFNT9PoOhgomTB1TeGxcVEp8EZt2Y332Dq12bSYMXcKYCbX0T5KReXlWM332GQFNl0HfQUj8C/JPqMsFRXx2CjM4FlKjOXyVFS2ufxUQoENQaxy7t41g/sPzCvXRAMb2Y2uGTGbUmDTu7iu56clTJRMXV7uHS37VQQjfFQCkG02Lfnqj2pqd70bqkkU2GST1zwcKjZqj01spELGqITMBn1BKir0YPVAXEOBDUGsZjzPw2Lbis0OEhH12Mg2Lq7YDJZMZaqBOHlMN7o49zN34/BCS7qGVzv1Fw2UTD2XYqPyznRsJ+xjo/LY+C34sxQbPlG8YGgU2OTgeMzDfQUjUE9kymvSY+N5ac+cw0clZCk2TlyxoT42BEGcdJpdB67HNkQVja4dpqJkgY2/YQ5VTFJslomnj9Wwa7qJvbPywIb3JOovGiga8sCmbTsoF7JNpMlOtaJljuvBcb1wpILi/cGrcoqGTtO9cxAoNhmpqEY3qdioUlFhQAuk05BcicnyVgWKTcxjk/krnXQosCGIVQyvpJiq51Fs/FSU5M7Ee90MlCiwWS4OzrcBMHOwjGhgo0pFxRSbjCGYpYwNrhvZCLM6D3PFoGjIz40Imax3MVAy86WicnhsktO9gfRnvpszxUQeG4IgTjn8Zpit2DhBVZRUsTmOVJTnecHTHLF0HPJTUOrAhv0/7rFRKjbB9GbFDKgcs4V4dVPRzJ4Vxb09RUXQFeVv7tuPPTONzHWrlWP1Ds4Z68NiWz7YEvBTUUU20FTTVOXeTswzBaSDVV6Gn10VlQ6AeuGZhwIbgljFLLRYXl7lsfE8jyk2lQyPjZ+KGiwXpMZEzr89M4mtt/zgRE6ZUHBowVdsuuKuskBascnlsVE8aedpwc8DlDydh3mgVDS0zHLvvTNNvOefHsenv79TuW614nkeJusdnDvWD1sx2BIIFRsAMHVN+mARrYoyNLFikw5Yshr0ZbcDOJVQYEMQqxiu2Mw0u8pqFsf1cis2AyVDakzkPDZRw8Rihxr5LTEH55liU8uZilJ5bFqRqiimxIiPF/VkyJ7cg1RUjllRbdtFucBTUer3x989eBAAcO5Yv3LdamWhbcNyPJzj//4qAzE3DwMssMmTitJ5YJNUbOy4x0aTlnsnPTbqirhTBQU2BLGK4YZDzwPmWuKbIt8Is8q9G10/hWBkl3sf8jdg8lAsLYcCj00exSaj3NvOWxUVny0kVGzsMHWR1XmYeXaMTI+N63r42wdYYNMLKsBS838eOoSb71IrUTyFvG2kD4C65JuXewOAqcs/o0kFDhCYh/1/KJpZ5mEvdhwyDxMEcdJZiDzhTfnVFUn4RhiMVJA16ON9Mgx1qgEADvopE5laQJwYB4NUlNpjo2lApaCjlKHYVArhxiUdgplswS9Y14mah7M8Nn41VpbHZqLWDszSq3H0wv/4+YHMxpncS7V5uAxAXhnluB46tos+/3qauib9HLctF+VIY0b+/VG4YhOf2p0+luVPANc0PlNKQy9cKQpsCGIVs9i2g6cpWWVUXsWGS92GJr9pcriyQIHN0tG13aALbVZVVH/RgKZpKKrMw5ENTqbY8DLumMdGaR7WlUGS53m5PTb8falpq2/0guW4uP/gvFJ5A8KU48ZBdWDDexdxxaZgaEIfnOd5QSNFIKrYJDw2x6HYFPQwjCCPDUEQJ52Fto0zhisAgOmmLLBhN8uhHH1s+v0+GZmpKL96hwKbpeOwr9YMlc1M83B/kV1Ldbm3g0qGx4Zfv1LGBheWe2vKtJbtN34r5yj35oHNmkph1aU0Hzm8gJblBr+jDB74BIGNJKDl/rcsj01g8k56bKSKjbqRn+W6gcGYr+uFwMZcqgPt3r0bf/RHf4QrrrgCTz75JN761rfiDW94A2677TbMzMxgYmICH/7wh3HRRRct1Y8kCCKDxbaNsf4CZpqmXLHpJBQbaR8bnorSM6penKBb6mrbkJYTHixeuK6aS7EBoExFsZRQWBUluu5tm703oiZjZVVUhnk4GihlmYdXc2Dzs31zANQpxej/X1MpoGTqUsWmaYW+KkDusWlb8cBG7rEJy/eBMGXleUxBC9Y5XlARxdb1Rrn3kgU2c3Nz+J3f+R1cf/31mJqawlVXXYW7774bd9xxB+68807s378f73rXu3DPPfcs1Y8kCCKDhbaFoXIBa/uL0l42jaDaKVux4Q3AVKkoriwApNgsJUf9NNQ5o/2YbcqrY+pdOwxsTB3zEtN4egimwDuTV7GJVNHwzc3zvMB7kTxe2TQyPTaNyKa+GgMbTVObwAGWiur3e9MMlkxpVVSg2HDzsCFWbNr+619JemwkVVGBYhNJWekIryn32HB0DT1RFbVkgc1VV10V/N11XVSrVdx999248sorAQBbt27FM888g263i2KxGPtey7Jg22Ek2mrJ24UTBJGfxTYblTDWX5T2sok2dDMVT9u8AZihqVNR3PAJUGCzlMy3LAyUTAyVTeyfU49U4IFN0dQDY2+SaIM+2XyndGAjXhdt6Mb3OdcDjHhcEyhAgWKTw2Ozpq+w6kYv7J1t4sw1fdg72/SDA7ErpN5xUPUfOIYqZtBJPAlXbLL62LStuALH+9gkg5HgeiZSVsmrkPbY9IZic1I8Nl/84hdx6623Ynp6GtVqNfj3arWKmZmZ1PpbbrkFfX19wZ/R0dGTcVoEcdqx2LExVC5gpK+AWanHxglSCKoBhoHHRmJM5ByKDGikwGbpWGzbGCqbqJbMzKqowGOjCB7SQzDTa8LAJrJO4cXhfWyAbAWomDEEs9F1UDA09BcNaXC2Ulns2Ng0xHwzKp9NvWtjoMRe+8FSQZ6KSio2Eo9NUrEJRiokvTOCWVGAyGQsUGx6wGOz5IHNV77yFWzYsAFveMMbMDY2hnq9Hvy/er0uDFq2b9+OZrMZ/BEFPwRBpMkaW7DQtjBYNlE09KDnRJLoE74qzdTohqko1Y89ON8OnghXWwrhZPHtJ4/i4UMLyjULbRakVktmZh+baCpKqtikGvQ9j1SUE09FAWKvFvd45Bmp0Og4fi8eI1dV1HzLwpfv25+57mTR6NiZ15Cz0LaxcbAEQF3hVuvYqPpBan/RCNTV1M/OaR7mgU10+CmQ9tgkZ0VpkA3LTHhsFMbxU8mSBjZf/epXMT09jfe///343ve+h2uvvRaPPPIIAODAgQO44IILUmkoACgUCqhUKrE/BEGo+c5Tx7DhU99XdvflT/kFRVO96EaoVGxiqSj5RjNZ72CLX4lFik0+PvDNJ/A3Pz+gXLPQtjBUMVEtGhmKTSKweR4jFYLUkZFtHtY1BKofIA5sOk5UsVFP9274XqEsZYdz/V/fh/f+0+NSZfJk8w87juDFX/wJJmviflFRFttWoNioKtyiqaiCoQVl2El4KqoS9LHRhQ8orSAVlVBsUiMVPP84cfNwMmWV9NhoSKerloMl89g8+OCDeO9734srrrgC3/zmN3HgwAE8/PDDeN3rXodPf/rTOHz4ML70pS8t1Y8jiNOebzx+FDNNK9ZBNslC28ZgiXln+E0tSTR1oVJsAvOwxJgYHs/BaH8BO6cpsMnDwfkWDs63lWMSgPBa5lFsxqvsAVIWPHieFzTKA+RDMDuCJ3yZF6eU9G0I3iKBYlPI7jzMA7Q8U8CfPFrDQ75aInufR3FdD5qGlLlZxN/efxC/dun6YJaajKO1DizHw1ceOYwPv3ybdJ3luGhZblDCrVJs6p0wFaXyJDUtB0VDh+kHoAWZedhKVrmxfxdN94423pMpO73qsVlS8/D8/Hzq3z/4wQ8u1Y8gCMLH8zzc+dwUAKakyAKbxbaNoUpB2XsmptgoBhg2/f4oKoMxwG7Go31sY11t3oiTwU/3zgKQN1/j8Gs54HtsRFVHQMJjY+roOOmN3nJYP5m4YpP+mclUlKxHDQts1L4Nti5UgPJ4bILAJiNA/vaTx4K/qwZFcv7zt55A13HxN2+7XLluvmXhP37tURRNDb/9ws3Ktbzq8G8fOIgPvewsadDErzMPbFQem2gqqmjqcsWmG45TAHgqSmAeTnpsNLEfynK8wF8DsMBXuE7ksemByIYa9BHECuSpY/WgrLopeUJ1XQ+1DnvKL+T02BiSGyJf11c0lHNo+LrBsgldI8UmDz/1e5qoBhwCvHSfpaI8LzSMJsmTimqlntwzPDbR6c2SdaUMFQCIezzylHv3F01/nXqzXGhbwc9v51Bs/n3XDPbMNDPX8ZlnE4vZ6aXpRhfDlQIen6gFU9hl5wogl8em3o2konR5p2ampobbeW6PTRCExtd1E5VauiIASvexocCGIIgT4K6dU8HfZRscT20Mlk3pExyQNg/L9hqeijJ0ea8bwL8Z8wGMFNhk8tN9vmJzHKkoQO7NSAY2oqBAVB0jVGIEnWplHpui/+Sevyoqy2Pj5PbYLLRtrKuyQCFLsWl2HTw7Vc9M/QHA4UUWoOQJbGYaXZw7xoZV1hTqG1ds1g+WWS8bpccmkopSBIIpxUbyINOyHOha6J0JS/PTqahioqMwWxc/nuW4wTwpgJuHpb/OKYMCG4JYgeyZaWJtP0v3yBQbvlEOlQvSnDsQT12oFJtmUBWVpdjYQQohKxX1t/cfxN4cT86rFc/z8OTROs5b2587FVX1NzrZk37DDywB5svIp9jIUkfMFGwa2euSHhuVYlM08o1U6C8aKJlGpvK32LawbqAY+91kPD6xCNfLTv0B4cyzI4tyBYYz3egGpnnZZxJA0ItmuGyiv2hkV0WVwmspU135QwdHqthYLsqmkfLOiMzDcSWG/Vc0Uyq5jhQbgiBOiNhNVPLEt+B3nOWKTd5yb6ViUzRyeGyYfK6qyOF8+NtP4vM/3qNcs5ppdB10HRdnj/ZlbrRhKipLsbETqaj0OpFiIyvP5hU0fJ3UY2P43WyVHhsWAPEBnfk8NtmKzWJEsWlnvOceObwIALkUG55SmsgZ2JyR8Znk5woAQ5UC+otmRh8bJ+gIXlC8Dvk9NqFhHJCra0yxEaWi4sdLdx4mxYYgiBNkpmlhyzAzH2YrNrzcOzsVJVNsHJdNZe4vGv6a7BRCVmDjuh4WOza++8yUdM1qh49GOHNNX65UFOtjI1dsPM87Po9NQZ1iiioxedeFio1oXdg7J3u6t++xyWEeXuzYWDfAU1FqxWbHkYXge7LgzSYncpRwTzfzKjYWTF1D2dQzS/drbRvVYqQqShbY5FVsEhWUYbl3fJ2VSkWx/6aGYDre6dGgjyCIk89Mo4sz1mQpNnGPTX7FJr0uOj1Y5ddhx7NzBTassgfYOd3A7umGdN1qhvdcOXOkgo7tCtUVgAUEHdvFYNkMnuBFG2LbduF54TDEoqHD9dKpBl52HVbHsH9PGoM7jpMIbMTm4a7jBgMTDUkFDT+/UhDY5FRsMpQdgA97LULTsgObRycWsba/iHrHyazgObzQhq5le2w6toN6x8l82ODnOlQ2oWlaZul+vRtPRSkVm2RgI/HYlM3sFFNXYApm6+LHYx6bcJ0GNgV8uaHAhiBWINONLjYOlqFrasVG04BqMatBX9JjIwhs+CyaoqEsHQf8VBR/0lZsSNG5N//2zKR03UrkqaM1fP3RI5kbZ1SxAYCaZJML0hdlM7hWog2RqzjRQBVIBzZJj40sJSFSbKQpJiN+LFmVFU9t5ZnuHfaxyaqKYmpW2dQzU1HHal1cuI6N+smarn1ooY2L1w+g1rHRUCg8Mw12HdcPlFAwNGUqaqFtY7DMeuKoFBvH9dCy3CCQzfLY9JfC7i2yz3sqtSj12MRTUZrSY0OKDUEQS8BM08JoXwF9RUN6E11ss6GJuq5Jh+IBAsVGcGOKKjYyPwbAnub5TKksxYZ7gDYMlvDIkUX5L7sC+dyP9uDttz+Mt93+kHIdV2y2+uqbrOR7oR0awQ0/jSFKRXG/RjKwSW5yvKNwOOVZ7ItJBjbSmVJO2MdGdiz2cyOKzZJ6bNjokErByFRsol1/s3w2h+bbeNGWYQDqdBTvYTPWX0RfwVArNh3mlQKAaknuseHXl6ceMz02uVJRcY+NrIy7K/DOsHXx4yUHeFJVFEEQQh4+tKC8OXdtF7WOnXkTXfAlb0DeiRQQNOhTKDb9vmLjeuKUBF9XLeUIbPzNetNgOVfvkZXEZK0DTQPueFqtRM222CY30see4GXTm3nvE349ZTOgUoGNwQOb+NpWZGYTEFVs4sdr224qdSFv0JfdebiTTEXl8NhkzYryPM8f9soDm+y1m/3ARmXYbnYdzLUsvGjzMAC1gTgW2CgeNgCWIh4sh/OfZFVRXMmJVrgdTx8b4XRvmcdG0FG4mKcqijw2BEFkMd+y8OIv/gRff3RCumbGf8of7fMDG6liY2OwxDbM7M7D/kgFSQDEh+/xVBQgfiIPN1YTJUmpMYdv1usGSpnpA8f1sONwvgGDJwvP83Cv30wvi8l6F1uHmW9GtSnPNi2M9BWD1IRso436pQD5JsevUzgig93iRYqNqWuxMm4gnZLIax7u2uk+NuIqq9DjYery2UfsdwkVm47jSmeidWwXluNhsGz6qSh5UMHXbh5iCplKsTnsG4dfuHkQmgYcUfhsphtdaBqwplJAX0ZwxarbeCpK7rHh/x6koo6n87B0pEI6UAXkIxXCdbIGfa5gpAIFNgRBRPjes1OwHA+TdflNdCb5dChVbNjQRIBtcKInONtx0XXcbMUmZh5mtw3Ruqh8XjINZQphvmXD0DWM9BUyy8Lv2jmFF3z+x9g5VVeuO5ncu38O1/75T/H0sVrm2qlGF2eP9QNQb56zzS5G+gpBwCILbKI9iQB54z1pKiqxNjoAE8jy2ITrpB2KnXydh6PrVClNx/XQ9qvwiqYOT2CA5vDXbLCUrdjwtZuHsxWbyTr7nG0cLGO8WspUbNZUCjANXfmZ5D8zTEXJPTa1ZCpK0Xm4kUpFiT02SfOwtNxbENCydfHjpT02lIoiCCLBd55iM2+4qVQEl71H/VSULG216HeqBeSpqORGmMc8zBVq9fFM9qSdodjwzShLsTnoN0r7qkLJOlHaVnZ1DAA8N8Uqt3bk8ANN1js4e5QZglWb50zTwkgfM72auobFjsRj07JQNtkYAkDuT8ntsUlVx4hVFrHHRpaKyp4V1bZclDMqsYAwkObmYQBSA/Fi0GG7gEpBV6ZxuUq4aTDbY8PXDlcKGO0rKD+TM81uMB+tYmakotphKkqt2CRSUarOw5aoj43Y41QuxANVQKzY5EtFJUcvUCqKIIgIjusF1UFzLdVNlP2/kSzzcCe8gcrKvUUbYV7FJitQyuOxGeLpgwyPzTHfuPnVHUeU606Ea//8p/jiT/dmrtvtd0h+bEId2DS7DhpdJwhsshWbIjRNw2DZlKei/K7DHHkqKm4KlgU2KcVG8kQerXYC5BtXV+ixyVk9JUxphim1MLARv5d4AMJSUWrzMA+CxvqLKJm6MuhcaDNFsb9o+MG3/LjTjS5G+9n1yVRsOnagvPUXjeB3TcIbMA5E04+yqiiheVjgsbEcVIQN+uLrOnbeBn2k2BAEoeC5qTpmmha2rqkE1TIiphvdoOkeMw/LbvjhDVRW/pn0ZMgUm0aXPeHzCitAHNiEhkdDanANz8/CUKWAspmt2Byrd9BXMPDE0Rqey5GO+renJ/EPjxzOXHes1sEjhxfx7GR2H509M2zNY0fUqagpP414jp+KUjWCm21aGPEDlsGSPLBZ7ITqG4DAd5Kk0bXRVzCC7r9y83CyOob9N9Xvxk72sZFXReXy2ESqclTrGjHFhq2TpWGipfBZ6l+QtiqbGCyZasWmxV5zTdMyU1wLbRvD/mdN5Xtjx7VCxaZkSjtI1zo2dC00eBcMeWWjULGRzAgrx1KL7L/J4LLreKn+RUBaXbMcL97HRks38VsOKLAhiB6BT+u+YuNghmLTxag/J0r1dMhLYAF5lURuxSZy48y3IZmZM34WWjaGyybKBT1oGCdjst7FlZuHAIRpKRmfuXsXXv8/78eN33lauQ4IB1AeU3iaOHtmmzB1LVOx4d6Ms0d9j41CFZhtWsG1HCyb0iBooRWWCANqxaa/GPdaAEipdbLqGJHHJhkAyfrTRAdlArLOw/lmSsWVP3aeMsUmGqxkpaKiawcUrzcAzLfD1zzLlMyDdCCvYpOjKsqfE8XnOsn6Qnmel+o8LHuQSQa0MnWtY7tB2hMIr2nyiJZLIxWIFUCtbeNNf/sAPvrtpzLXzilUBeL4mah1UDA0nDPWr87nN1gPG0D9dJin3DvlsdEkHpuI1B0qNumbbL1jo2CwOUBZLfPjik12Kmqbn9pRPQ0DwD27Z6BpYYpCxY/3sMDmaI6W+bunm3j1OWM4tNBWKmpTDXass0Yq0LQsxaYblHoPlgv5U1EKj001ouzIU1ESj43IPGzEN8Jsjw37N9m6cg4vTsyr5Xc0lgY2HRtFQ0fJNDL72ETXZio2kWAlU7FphZ811WfS87yYx6asSNdG50QBYYO+pCLS8btNJxUbUeo5Wb4ve0hJeWwkga9oWCZ5bIie453/+Aj+75PHgnkqMh49sojxT34fB+dbp+jMVjaH5lt4dlKdQjmy0MbGwTJG+4qZ5uGxXIpN1GPDnuCSN0VR3xNhgz7Lyay04cfjaa3sVJTvsSnk6RbbwdY1LFCQeRI4R2vMuFvvOMphnQDwk72zMHQt8PDIqLVtTDW6ePMl6wEAjykMxJP1LsqmjoESG1gpa7oH5E9FLbTjik1J4rdIKzayBn35Zgalyr0lDdi60VRUxnTvaFWUbF20bxLfYGUBwGIiUFCpf9G1A4rXGwgVxfC46oCJpwr7ivLgqmW5cFwvVt0mK2WPzokCECgjyWsZGPtzeWziqShN4p3pOvHrzjUZ8UiFpGJDgQ1xilhsW/jgt57AL/3Nz4P+DCIePMgCGtXTCcBa4Nuul2vq7enOXLOLV/zlvXjvPz2mXHdksY0NgyWM9BWyU1F+BYZasbEiHhvxJpLy2Gji3Hwj0ieD+zZEAVC9E96M85mHCygZOczD9Q7WVUuZXV0BFticv5a1zFcFFV3bxSNHFvHys0YyFZs9s8w4/NKz1gAI000iJusdrK2GhmDZmISW5aBtuxjpi6aixOcbrXADVIqNHQtsCiqPTY6ZQR0nWfab3aBP1Xm4E1EMggBIsA8GZvUcVVELkZRrpmITCWzYtcmn2JQLenZvmkpERVW0YAAQXMuSX8ou86tVE4oNkPYaRV8rjrSPje3EAlpAXHbfscVDMMUjFZLvj9SPPeVQYHOacM/uGfy/P9mH7z07JTU/uq6Ho7UOzhiuZG4eP9g5DUBdykow/su3nsSemWbmhOCJxQ42DpaxplLAfMuSqg0zzWzFxnJctCw35rEB0jfQRpc1auP5dNPQpYpNXyFMV4mOxY8XTpbO8Nj4KkS5oFZ2LMfFbNPCuoFSpjHTcT1M1cPARtbJF2ApI8f1cPUZw2h0HanXAQiNw9tG+1EtGcoNcarexXiVTZpmKow4WOH9iMJU1NJURYk8NslgVa7YZDfoy/LYyCpt2M91cik20VlWsg2dE+0Lk9nHJjLOIEuxmW/Fj6v02ERTURkqKoDgWvLXQvQ5qXUSqShTXB0mV2yyPTaAOFhNl3srGvSlPDbLH9lQYHOacGi+HWxysg/dTLML2/WwbbRP+dTTthz8ZC/zJqj8AwTjZ/vnsGmorHzKB5his3GwHGmvL94QWWmpWrGpJRq6FSQm0uRGaGjigCXa2VSViqpHBmpmz4rigwsNZfqANytcN1Dyy2Pl782pegeuB5w/zoy7qsCGX49LNwwAgDIddXC+HTRErBZN5fDEyXoX41V2fQZKcsVmNlK2D7DNU9lsMWYeFs8NqnfC1x/I8NjkMJEmUxfSqijbRcnINpeLAiBZKqpS0KFpWrbHJqJmsbRmxjiD0nEoNv7nJ2u4ZjQVVSnoShUViCo27DUTfU6i6icAqXIlVGwkDfqSHhtA3JRT2qAvcZppjw2Zh4lTyKGFNrauqaBo6NKNYcJvGb5ttE/5VHzv/jm0bZcZI0mxUeK4Hg7MtXD1lmHMtyylmfbIYgcbBktY4290Mp9NzDwseToMWvCXwlEJQDolIXrCl200oQ9H3ceGd0rNGl4473dGLhfYTdiWrD1WYwHIuqq60zIQmoADxUaR0uMB02UbBtnPUVRGTTXyBStsbQdr+33FRpFe4gZknoqqKKrDFgSpKNFmmNtjk+hjo0vSQh0nXu5tyPrYOG4QgGR5bALzsCJl1bLClElmVVTHDpSNbMUmnKyd6bFJKUHia96xHXRsN1cqKlRswuCfHUMQ2CRSUVwZSVY3Rv1IHGmDvkSgCoiDkXQfG/Zf8UiFULHRyDxMnEoOLbSweaisbAjFN4VtI2rF5uljdaypFLCuWsqsPPnUnc/hL36674TPu1d54MA83vUPOzK9IROLbdiuh6u2sFJl3jU4iecxv9LGwTJGKmyjmxMENrbjYq5lBakoWZfToAV/JZ6KSis28Sd8WZv7aMt2rjzLqln6c3hsXNdDrcMVG7U5lCspeVJRYWCTT7EpGjrO89eqFJupeidILw2UTGUJd1SxUaWXZlsJxUbRXG5RlIqSVEX1J7wWQHZVVJA+ykpFyaZ724KRClnDMv3DyhpC8vdb0MdGEtjUO3bQxK5iZpd7Bx6bkrrce6FtYbgSUWxkQWcr7KMDQNk0k78feSBWUhijU6koSaPCaPNMDutjE1/neZ7vsUkoNnq6YIAFqqKqqPg5pj02GnogrqHAZjXw5z/Zi/91/wHlmkPzbWweqqBf8aGbWGyjZOrYOFhWPhVP1JgXRHXT5nx1xxHcfNdO6dP4SuX/PnkUf//QIfz+Pz+uXLd/jhm1X7RlGACkM6DmWxbathuYhwFgtpUOgripODAPSxWbuORdkKgsqVSUnicVJfZtAFw+5zdtucem1rHhefA7D7PjyqT+Y/UOSn6VUVYq6mitg0pBx7qBEkxdUwbek7UOxqtFlEwDw5WC0kA8We9irR9Mqub7AMxjszam7kgCm6aFgZIZXBtZdZgTBIGJPjbHVRUVP27SRCoLRsRDMONrXNeD7XqpjsKiJ/foKAelxybiAQo9NuIdM/o7lzMb9Fm5qpeAtMdGtjacvJ5PsekrGME1DxQbSVqRq5+AIhVlpVNRovYOtuvB9RAbqQCIexN1HS/VcRqIX1PX9eCkZkWRYkMsEf/z/oP4xL8+o0xzHFpoY/NQGX2KjWGi1sGGgZL/gZdP0+XVO6ryVIC98ffMNnG01sG/PTOV+Xssd4VV13bx8r/4GR7NMQvoqWN1rO0v4u8ePIQDc/Iqs/1zLZi6his2snSHzGfD04AbB8sYKJnQNbFiw8cpBObhAlNFkjcm/mTInzhDxebEU1FBHxuJCpA8nkqx4ec3VC4EXg+ZN2LSr4jSNC1XKmr9QBmapmGobCoVm2MRFWb9QEmt2KRSUeLjeh4bYBqYh1WKTaSHDSDfPJN+KcAfgimZ7h332IiD0JYl7mciHKmQqIpKGYz991RqVlTWEExFKioaSBcCVUMyU6kbBtOZDfoiY0ZU708noigC8qCTHxMIJ6/3FQ1Yjji1Gq3g4ucAQKj81jtO8HsBilRU14GuIZY6YkNv0yodgLTHRjD/S9agL7rO8oNl8tgQS47neXhuqoHJehfffOKodM2hhRY2D5eVT7wTi22sHywFUqXsgzzhBzZDlYJSyj2y2EbHdrGmUsDfPXhQ+XtMLLax5eYf4FuS3+H5cO++Ofx8/1zmuocOLeDHe2fx9Uez5xE9eayG110wDkAdkO2ba2LzUBlj/UWYuiZVbI74x9g4WIaua1hTEQ/dCwdghh4bAKmb+XzbQsnUg6czWQ+MaN8ZQG0ejpaEA5Jy70iDuKIp99iEAwYjio1E6p/1B0UCrCw9KxW1foAFFUOVglqxiaSM1lWLGYpNB2v9YKWqCGzqHVbCHQ2CZJ+R6O8FsA1H5A+Jdsvl5E5FSfvYJBUbcTCSbMEvatDHAyzusZEdC+BDMPNVRVUi6wxdk5Z71zvhe44Hh7KHslTPG4WiCISpXNXYj1QqqsA/k+JrOSQIbMSpKDtXKoq3YuA9aQBxuTf/fOUyD0urosI1PHCK97EhxYZYAo4sttG0HGwYLOF/StJRcy0LLcv1U1Gm9In3aK2DDQPlyAdTbjLeMFDGYEn9RMyHBr7pkvXBZGQZTx2rw3E9/MkPdmbOGqm1bXz3mclcyorjevitrzyMP/zus5lreaXXD3ZNK9d1bAe7pht41TmjANSm0/1zLb+xnIbxalGq2BxZ7KBo6MFGN9JXFPay4SXC0T42QLob73wr9AcAkdb6gj42cU+GuNw71scmqIpSy+clv627aHpzVLEJnlolG8dcy8KaiDEzKxUVBDZlM9h0RESVlfFqSVm1NhVJRQ2UDOlEZt51ODAPK/w4LLApBl/LSorDVEfUPCwOGvMGNinFRvBE7nmeJBUV/5l8U+apizBtEV+XSlkpAqDkiACVET2WijJ1uJK+MEC8gkrVjoCncvn8pzypqMFEYCNMEUcCK3YOWebhyGvAy70TKbnkawWIG/Txz1eyj03SN+V5nrRBX/TezJWjtGJDgQ2hwPM83LtvTrnR84DhLZduwB4/kEhyyJ+ts3morNwYJvyqHL6BSb04tQ42DpV8mV3+RLx7poFKQccF4/2ZJuOdUw0YuoYHDi7gh7tnlGu/8OM9eN3/uB9XfuHHShMnAHzriaPYN9fKDKwA4Md7ZzFQMvHAwQXl7/XsZAOuB1y1eQgDJVO5Ie6fa+HMETYKgG2e4iCIq2D8qUum2Mw0u+gvGoESE1yrpGLTsoKuqUD4VJUMRtLl3uIGfXlTUdG0QFDKKpLkW+FmnWUenosoG5mpqMV2JLDJr9gMlOUl3JZv2M6TiuLvhZh5WLJ2ptkNug4DbMOxHE+aVoymoopGvqooXdegCVS4aNURIB6CyZ/I4+ZhcRM/to4dT9M0lrKSrOPv3XCkQurXSJ2fTKEC4mXRlYyHsmhVFE9Fie6v84l+M2XF2sW2jZKpB7+/6v7J+ujEU4qAzGMTH49RkKSTk5O9ARbYuF7cDM6D5qTHxkhcK9ahHPEGfYJUZaDY0Kwo4nj42b45XPvnP8X9B+ala56bamCgZOKC8SrmJaWth/xOw2EqSnyjnai1sWGwrLw52I6Lybqv2GSYh3dNN7FtpB/DlYJS2QGAndMNXL5hEJuHynjgoHqcw2MTNZw10gfH9XA4w5fzFz/dh+FKAQfmW8oUhut6+Om+WXzgujPhuB5+uHtWuvapYzUYuoZz1/ZjvFpUejP2zTaxdU0FgFoV4D1sOLKNdroRdh0GwqfDZLA637JjN1BZMCJ6wpd6HlKzorI9NoA4YFlo2zB05pnJ8tjMtqygBF71/gWYYsODiiyPTVSxqSpStDz9F6SiivLAZqoeX8uDINGGGB2ACYQpgqTfIhoEckQbved5aCRKhAHJ07sVH24p8tgklRhA3KAvWJfRyI//Xrn62CQ2a5mnCIj3Tqoo0kBBWXbEYwOIq62Srzk/rkhVXEiklyoqxaaVUGwkVVFd20XXcXM36Isah4HwMxr9LLckqShd02IBUJBazDAPiz026cq65YACmx7mX546BgB48JB8o39uqoHz1vazbrVt8Q300EIbAyUTg+WCsiqKy/ihlJr+EE/Wu/A8MI9NWR2w7J5p4OyxPgyVC6h1bOUbfud0A+eu7cfaalFaEs156lgN1587BiCciC3C8zw8cGge77xyEwBg17RctXl2qo7ZpoU3X7Ie547148FD89K1Tx6r49yxfpRMA+sGStJUlOd5ODDfigQ2RYXHhqllnKpk6u9MIyz1BqI33LTHJpqKkjfoS5d7Cz020eneihRC9ClTHdiwhnOapmV6bOaa8VRUsys3yU83ukFQoVJsmMk3VGyqJVPaeXgqocIMlExpKmqy3kF/0Qheq8GyCcvxhK+ByDwMsIqgKIudMAjksM7D6QDD9eL9TABe+htPMbVkHpvI/SNUYpJDMOO/R7gRhk/uhqAsnL8GqZEKQo+NK1Bs0usc10PLcoOUDT+26KEs6VVSKYVJlSwIvoXppbgKI0sPA3yyt0CxSZwDf6gRN+jLo9ikqyDbCvNw9Lp3Bdc9r8dGo5EKpy9HFtrK9u2c7zw1CQB45LAqsKkHgQ138ifZP9fCGcNsc5VVRS22LdQ7DjYOlpSKzUSNBRIbBsuZVVG7Z5o4Z7QfQ2UTnqfuUrxruoFzx/ox1l/EjGJyctd28dxUAy/fNoKCoQWmWxETix3UOw5ef+E4NI29VjKeOlaHprEutBsH1RUyO6cbQe8TlW9mqt5Fy3Jx5powFTUlrYqKKzbVkom64DpNN7uBcRiIBDaJoIB5bCLVMRLFpt5xMFBKKDaJNY7LNubooEzRsTzP81NRiTJdYXVIpOLEVCs2c63Qi6JKRTmuh9lIj5+hilyxqXVsdGwX6wZCFUb0egNhiX5ShRGvDccp8LWAuJFldAAmEG6eyc8d75YbNYeWBLOi+PlHA1Ug3YWWTYiGsCrKEWyEWbOiZAGQyIgcXaea7h01DwPy2Vg8eKgWs5WVZGCTFXibuhacg0oJSio2svQwP25UsTENHYaupQMbP3AWNegTlXvLFJtoQMtfk3S5tyZU6jIVG4nHxsPyRzYU2CwDr/+f9+PXb39YuWbfbBNPHqvh4nUDeOSw3CT77FQD5431B0/n8wKz5J6ZJs4eY5urrCqK+3C2DFeUOWJelrxhoKT0D/Cfu220L9jAZF1gHdfD7plmENioFJtd0w3YrodL1g9g42AZRxSKDQ9kLtswiK3DFTyr8Nk8N9XAGcMVlAtMhVH5ZvbMNHD2KHs911XlQdC+OeZ5yqvYxAIbqWITT0XJNsOkeViWn09WXogUm2QDMNHTIDsHF56H41Jsoutk5uHZZjdQbFSpqPmWBc8LS+GHygWpeTj0wpSC40oVm0YXuoYgCFH1sWFdh8Prw19bUSAkMg8DglRUYpwCIE5Fcb9ZNFAF0l1o+XtF5LGJblyBwlKIb1xS83C0ekqQ0gwVG+6xYf8uNQ8n1AqZwRYIVaqK5PMARMqyc70/7UBRZOcsD74XE4ZgpWKTCIIAlo5KngN/vwzEPDZcdc1WbILS8EgKkp97ukFf/BrwwCmz3JuvI49NbzDd6AbVJVk8dmQx9UYS8fP9c/jtrzycaWY9Vuvg0SOL+NdnJvEdP9Uk4t93zaBs6vjgy87EE0drwnNoWw52zzRw4bqBwIMgqqTZM9PEthEe2Iirog4thAbjikLOPbLI0lr9JTMwD4vSX/WOjbmWhTOGK4FyIHt6PjjfQtdxce5YP0b71IHNU8dq0DTg/PEqNg6WlR6b56YbqJYMrB8o4by1VaWBeKevGAFss1NVOkVfT5UheP9cC5rGgkWAbbhTgt+Ndx2OpaIk6Y6ZZjwVJWtuN9+yg4oOQD4GoRbp2gqIFZtkAzCR0RRAEBiEio3/hCnYOKLNz0xDh6lrwlSU43pYaNvxVJREseHvmzCwMaWpKB6Mhqkoucdmqs6GjnID5UCJp5fS66PpLSDccJPHblsOmpYjTkUlXofkAExAXBUl2gwBdk2j9w9RdYxIsRF6bCSToIG0spOp2ChTUUnzsLwKDECs3Jt/f5JQsYkPoBT7ZqzYax76n2RBevQ6srXSqqjE9RH100l+lgD22pt6+nXIq9iEHhuRYnMCqSiXm4fVit5ycFoGNn/8/efwK3/7QOa6PTMNXP5nP8In/vWZzLV/de9+/P8fOYI3/d0D0qnMAJuybegaXnPuGD73wz3SdTuOLODSDQO45ow16Dounj6WTqM8O8Wqcy5ZPxDc+OcEaZw9s0w5AeTlsgfnW+grsA6sKvPbRMQLMlQ24XrpmzY/HgBsGS6Hio1kk9npe1/OGevLVGyeOlbHtpE+VAoGNg2pFZtnJxs4b6wKTdNw3tp+PKtIRfGUHgBfsREHK4ttCzNNC2f5gc06RWO3/XMtbBgoBU8+a/oKaHSdVJDKuw4nFRvRUz4zD4tuuGqPTdCgL/IE53neCSk2mqYJ1wW+gES342SJOSDYOCTDC/l7Zk20Kqor7lMSBjZsrco8HKaX/MCmaKLRdYQ+sMl6OPsp+vuJ5kWxrsPhWp4WSn5G5hLjFAC5KhDtlssRKRj89U8FNoZYsRGXe4ffJ/fYpHuesHNKemySAZDEPJwxTZ7/vqIAOQgAeIuBoCQ6OxVVVgygjE7rBqL+J3GwMpRIL5mC9BI/h2SQWjJ1dJz4cWud+GeJI/JWCT02ggeZtuVA0+JVTEA6bXj8qajweJdvHMRrzhnDcnNaBjZvumQ9frZvDg8pDKIA8M+PHYWuAX/2oz3KBm+e5+HO56bw+gvGcfeuGTw2IU8d3b1rGldtHsKvXLQOj00sSku5dxxZxBUbh3DhuioKhoZHBcd84ugiTF3DuWP9gSoyn7iRL7YtTDe6EcVGLOUfWmhj8zDr2KrrGkqSZmHR6h3+5CPyDxyMpLb4h16UJgNYqfdQ2cRYfzE7sJms48JxNuBw42AJRxblyspzU/VgyvOZaypBsCU8h4his65aDAYvJtk7y47BA8XxahEzTUvY02XfbDMo9QYQBJ/J6jX+O6QUG8F1moo0igPYU1zR0FOG06THpiB5gnO9+EYo8kbkHbLX6MbXyTqlAumNo2SIZ/EkJ2D3Fw24nngzmk70+OGmddGDxmS9i6GyGaRP+MYoCuajXYeBMNUjSl2xSiuRYhNfG/5e6VSUULERpKKYVyb83WSbYfJaiRQbUVM9UYpJF5hDhakoYVVUwjysbNAXNw+LPEVA+j3HN2NR+fRih/lm+M/PTpWm/U+i92gyFcXXJ1Uj7oHMpdj4v1cySC0YWuzhBIgPqOWIKhf5ZO+oVwvwK9gil0AUqCrNw5EA6FXnjOH233oBlpvTMrB55dmjuHjdAL74k33Kdd94YgLvuHIzLtswiL9/6JB03RNHaziy2MEfXn8uqiUDP98/L13777tm8OpzxnDJ+gHMNi1ht1PP8/DokUVcvnEQBUPHluEK9s2me9Q8eZSpDEW/h0KloKfa8PPeNnwj7peYLw8ttIKUCcCrT8RenM1DfmDDjZGCGzxXgEb6CugrGjAUc3t4UKFpGsb6WWM6meq1y6+eAliXXlVV1HPTzH8EIPDNiALJhZaFyXo3loqqdWyhnL1nhqlLPGBZ5wcZohQTb87H4QpKMl04Eek6zKkW06koy3Ex07SCPi2cckGPKTae56Ub9AU59/RGGL15mkbaG8E35ajcbWjpEuKk4TFQbATVLAsJRUk244e/n6OpKEAcgEw3uqiWwh4/fLORByBpZUW2dm01n28meVweMCUVm7DRYrZiI05FpV9bngavJja5gqGLFRthuXeWeVjcfj+1TuSxSShAmSMVclRFhdVDvNu1uIkdEAYgfGMvKXwzshJu0T0hGQQB4k7F/L01VMkR2HRsFAwt5nMBxMqVMhUV9dgkgkWOkehN1JUEtIBEsdHjgVIvcFoGNpqm4T9evQX/98lj0hLkwwst3Ld/Hm+5dANesW0E9ymCle89O4WRvgKuPmMYV20exv0HxWsnax3snG7gZWeN4JL1AwCAJ4/WUuv2z7Ww0LaD+UJbhys4IFAbnjhaC44DsJt/ctPc4wdEPHXCq6KSG3w0YAH8mSuCDzwfzQCEG4fIFHxgvoUtvgKkaRqGFWmBnZFgZay/CNdLqxoA27B3TTdwzihbu2mojIlaW3gNLcfFnpkmzlvL1J3xagm26wk9SDwVFk1FAex6Jdkz04xVjvG1onTU/vl4YBOmC9OKTbTrMCA2qPL0ybpEYMO6ooY3sHrHgesh5rEpBDODwnWiwIYFLOpUFOAHQLJUVKJDsVCxacfLXsuCmzsQBoFBYKMwtid7/Mj8LUDaCyMLQACWXooHK+LAxvM8TDW6sSCo6Fe9JI/LJ3uvyeGxiXZe5nDfSzd2PVklkWnEb+spxcYSKTbsv6Jy73KGd6Zju8HYA44hUHYCxSbZoC9jpALAgjORYsOD6aRik1WJB6gna6cUG8WgVpGiVkk8bPB1ADBYEqSiBObhaqK6DeDVYTlSUULFxkmVegO+0VuYioqWcbO/R7cNkcemV+i9MzpFvPSsNZhvWVLfxT27Z1AwmBfmJVvX4NGJRTQkVRM/3D2DV509CkPXcPWWYWlDvZ/7/37N1mGMD5Swtr+IJwSBzQ5/VMBlG/zAZk0lmBIdhVdNcYYrhVRAsGemiU1D5eBm0l804HnpDygfksnhXoYkhxfYlHAgbF4lVmzaMQVINbcnmgbixk9ROmq2aWGhbeOcsVCxsRxPuHbvbBO26wWpKL6JiaqdnvO7HidVGJGBmPmV+oOvZcf1PA/7ZltBqTcQCWwEik206zAQGlSjT2dc3UspNmbcnzIfzGEKb6CiDrRhYKMu9xZNDxalovgTKVc/ZBPFgXSlD3vCTb/fZptdaFrYT0TmWQHYeyZqrA7X5lBWuGIjCmwaXWGlU1JRW2jbsBwvFjBpmiZM/3J1KfpUXDBYx96kKjDXjKtbgLhZW71rp1IXAO9jE64TemxUDfoS60Qem2LStyE0GfsKUGIKeDIGcV0PbdtNTasWBciNroOSGQZz4Vyp7JQRV6ykVVGV6PtT3sdG5Jspm0a6H5FgNAYgropibRjS17Ig+N0aXSelxMjMw8lSb0BuHi4mAlog22PTK5y2gc0VG4dQNnXcK/HO/HTvHF64aQh9RQMv2boGjusJG+V5noef7Z/DdWeNAACuPmMYT03WhNVRPz8wh/PW9gd59UvWDwgDm4cPLeDs0b6gWkUU2NQ7NvbMNHFxhmKze6YZqDVAeLNPBi0H51tBwAKIZ6O0LAczTQub/ACIf/BEis3B+RbOiKgVsrk9tq+s8MCGS/OiYGX3TGgyBoCN/nmIKqN4BVQ0vQSIVZid0w1sG+kLNmJVELRnpomzRuLppYKhpYKg+ZaFWseOKTbB1O7E63VgvhULKoFQFYiqNlwVWlcVBDaRp/x5QadagKk2sVRUW6DY5DAPA5LApuugaOjBDTEoMXezn3JZOk2s2AyXC0FFUp+i4iQd2By/YiNORSUUG/+4ScVmihuS++PXp79opAKmmUYXYxF1CUDQrDD5Osy1uinFRlRxVuukuw4DIo+NqNxb7rFJDkMUeWxKiUobkcem47gsePOvpSwVJfIAscBGXH2ZTL0VDU1iHo6bsJUem0TnbpmXTeabSaaHgYhikwxsTD3lCap14nOigt/N1FMBXqPrpNbyQM/Ko9hoWiy4FFXDaTk9Nr3CKTmjr33ta7jhhhvwvve9Dz/60Y9OxY/MpGjquGrLMH62TxzY/Gz/HK49cw0A4Iw1FWwYLAmDoOemGphtWrh2K1t79RnD8DzgAUE66r4D83jxGWuCry/ZIA5s/n33DF6+bTT4euuaPhyYa8XSR1z9ufqM4eDfRIHN08dquGA8VBhELfhrbRsLbTtIMfF1yc3jcKQkHGAfnkpBFz7lHpxvYUtksx4qFwIlIcr+uRZs1wsDG4Vis2u6CVPXgmaDXLkQVTA9O1nH+oFSYHBeGwQr4sCG/3wA6C+Z6C8awvTSrpkGzo4oNmy4ZSkVMHGTcdQ8rOuaUFWLzpPi8Jt1VBU4Wuugr2CkbmKVghFLG/LjJ5/ykx1oRWZTkWLT6LIboh5NNQjW1RM3Y5nHxvU3g2QqSqTYzEXGKQDZqaj8gU0nltILPDYJZaVru5hvWbH0kmnoKJt6KrBJzomKnkfyHJLnyqkITKfzLVsQ2HDFJn49xYpN0mMjTjEB6T420UCErxN5bEqJDVPksWlbbkr9AdKpKH7fiQU2enpDB/igSEHFmNA8bKcmpAOKcm+BITgZrCSngHMqppFKKfIii6QfR5aKSgZA/JyTqSg2xiT5EJPfY5Oc/yVSbID0tQ9GKpyOHptarYbPfOYz+OxnP4vPfe5zeN/73gdX8AS3HLxk67AwWFlsW3h8YjEIVjRNw7Vb1wTTn6P8dN8syqaOF2waAsA2/S3DZfw4sdZxPdx/YB7XRAKRyzYM4rGJeJ+cesfGffvn8Jpzo4FNBW3bjSkIP9k7i61rKrF0T3LT9Dwv5cMRVWkEs6RiHpv0B/PQfHodM7mmvQbMYxM9N7HHhvtbuMemUjDQXzQkgU0DZ45UgqeRobKJoqELK5iem27g/LVhAFLwPSziVFQ9+Pkc0aiEru1i72wrdlzAb9KXWLtrugFdQ0zdAcTBZ9JkDIh9HMdqXawbKKWqGpJqB68+SwY2yYqKWseGpsWrnQzBXKF618mstAHSc6dkVVFsdlJ8M5CZh2ebcX+JMhXVzB/YHKslzcPitcGcqEQQMiAYwZAsIY+esygVNSoIbJKvQ9d20bScWHAHhJtOtJdOra1IRSXMw6auxbw4zAuXVmxSAYtkVlQp8dQuGr3Qsd1YDxVZPyQe2CU9XVmzyTiy0vBkKkrTNGnjP7FvJn1PDGdKJVJRgvYFC20r9XkDxIHNoiRILSTUqGS3b46487BCsYkFNl7sGJxkyoo/sBinY2Bz33334fzzz4emaahUKujv78fu3btjayzLQqvViv05FVx35gieOlYPJGTO/Qfm4XrAtWeOBP/26nPG8MM9M6mb9M/2zeFFW4aDG42maXjl2aOpCdWPHllErWPjJWeGis1LzxpBy3LxcCTF9aM9M7BdD6+O9ALgm97+ubAy6sd7Z/HSs8LzA5gRMbppTta7mGlaMR8O/1BF1Zh9vroQTVmJqqIOLbRh6lrKSJlUbGabFlqWG/fYlAvClNWu6QbWVAqxslfZWAU+ooHD1BJxN99nJ+uBcZgjaqbneR52TjeD6inOOsHAyj2zTTiuh/PHk8dNl4fvnGadjJMS/ZpKIWYe9jxPHNgU06mRY/VOyl8DpCsw5tsWCoaGZIdRkWJTLcZb9TPFJn58Nk8qPYtG5LGJGh5D83B8nWhadTKdxmHjFARzeHKlosQeG9uvLosqKwVDR8nUU74ZXu02nnjdqyUz1cdmqtHFYKSEPDyPE1ds+Od5WFDuDcQVm3rXSXUdBtJBQduOD8DkJIORdiIQAcQzoLqOi6KZ7bFpJwIl2RTwsDNyxDys65JUlJMy2ZYEBlvAD2wEKaNko0WRogiIVcVkN+NwbTpQ58359EQgIFRsBOcK+GX+sW7CrNt3aoyGYOyJ0mMjCGhFZeHxVBRT9JLreoGTHthMT0+jWg03goGBAUxPT8fW3HLLLejr6wv+jI6OJg9zUnjVOaMoGBq+9+xU7N/vfG4K54z1BR4OAHjNuWOod5yYMdjzPNy1cxov2xYPMF6xbRT37p+LfWC+8fgEtgyXg0onADh/bT/W9hdj6s4Pds7g4nUD2BAp/d0yXIGmIfDZWI6L+/bP4WXJwCaxafI0V1Sx4VJ+I3JT3j3TwEhfIWaAE0nihxdYD5voB3OglG4kx0cJnDmS8NhIFJtzE0GFrJfNrsgoA46s8+9zkXlO4dr0XKfpRhfzLSul2IxXi6lSfD6iIXm+ooZ+u6Ybgck5ynBCsRF5cYCoxyaeilo3kL0ZzrdYRUfyhlNI3BRrnfRGKFRsBJuHoQvmTiVy/ZrGOqUmPTYiD1BJlopKKDYFg5lDxakoK+ZbKZqsUZpMhRlPeJVEYywCFSYRhAyW0/Oikr6d8Lhm+hyassDGEAY2axJ+nMBjk6hyy2serpjiDc7xshQbSSrKSHazFVdPCQcwyjxdSfOwQOmvC4Ju2VypZCoK8PsnScYZJNcKFZu2JBUluH+K+t0ArKxapNgMJgIrIK1GhYb99IMHcBxVUYk+NkWBb0bX4pO7LccLqi17jZN+VmNjY6jXw8qjWq2GsbF4Z8Lt27ej2WwGf2ZmZpKHOSkMlgt42VkjuOPpyeDfPM/DNx4/ijdfsj629ry1/dg8VMYPdoZB2f0H5rF/roW3XLohtvaVZ4+ibbtBEOR5Hv7psQm85dINsc1G0zS8bNsIfrSHBTZd28U/7jiMX75oPHa8oqljw0ApCGweOrSARtdJKTbDlbiP5cmjNYz0FRJegrTkvmc2HBHAEQ0b5E38ooimInMFaOuauGIjKuGOlnpzxvrFgyWfm0qvXTeQXltr25hY7OD8hGKzThAEBaXeiSBE1NX4uakGNg6WUmmZ8WoxnYqKGKKjJFNR++b4a5Xw2AjMrMdqnZRxGEg/Hc41rVh/FI5IsRG133c9xPxcIrnf1HWxxyY1gDFt+lxop+V79jQsSkXFS7hlVUa2w7wwY/3x31uklsi9MOmmiFP1LgxdS3lc2ABYK7G2kzIOy85hpiG+RsnXIdnHh8NVoRMyD1sSxUbPl4oSm4fTAUsyAGrbTnqdILXVEpSjFwyxYtMQpEnVqahsf4tIUQTEio08FZU2gYv63QDiqqjFti1U3wqGFlOjwpESOcq9rXRgCaSD1a6drnJj6xKKjev2ZEUUcAoCm2uuuQbPPfccAKDdbqPRaODss8+OrSkUCqhUKrE/p4rXXzCO7z47FTzRPDZRw+6ZJn4tEaxoGiv9/rdnwyDoq48ewTljfXjBpsHY2m2jfThjuIJ/emwCAFNOnp1q4C2XxY8JAC87awQ/2TsLx/XwjzuO4Fi9i/dde2Zq3flrq8GU7689egTbRvtw0br4xs0VG74pcX9NNJgSSfl8WGUUUVXUoYUWNg0mAhvBVOS9s6zXS1SSH5aUe4sUm/FqMTUFe7rRxXSjiwvHBxJr0yMNnptmgbRIsTmWOO5zUw2UTD2WNgOAzUPpTsXPTTVS6S1AnLaSKTZr+uKqGg9Wz0j8/KLflj260R6tSVJRCVPjbCs+XJGTbNQmCmxEhk5m0EzfOMWKTbJTatr0GW4ccY+NyOsw04ynogCxsZ138k2qINVSWi3hwW1KsRHMi5pqdGJzojiDAgVSptiIBmzKU1FGSn0D0oHN8Sk26QZ9QhNpwkPRsZ2Ud0bosXEEgY0mHoIpSm0l1zVFHhvB+w1IG9YB9tqIzMMiQ7A4sBFXFYoq9xY7NnSBb6YiSVuJFRtxVZRUsYmsDTsvpx8ogIR52JY16Ev0sRFcTyBtMrYcrycrooBTENgMDg7ipptuwk033YQbb7wRf/EXfwG9h+SrN168DvMtC9964igA4CsPH8KmoTKu3jKcWvvOKzfjvv3zuGfXNGptG/+44wjefvnGlOSvaRpufOU2/NW9B7B3pon//M0ncNG6amBGjvK6C8ZR69j40P99Ep/+/nN4++UbYmXSnF++aB3ueHoSbcvBP+44gt9+wabUz900VEbbZv4BAHj86GLMXwOwio6ioacVm0RgI9o8Dsy1UwHAQMlIlbbvm42XmAPsJpEcqWA5zIybDmzSysqzkyxYuUDgb0kGFU9M1FA09Fxpq53TLL2V3Li2DLMBm1HpNTpPKgpPRfGAst6xcbTWCcrSoyQVm/1zTaztL6Y6h2qalhqEeazWSTXnA9IS+UyjmwoGAF89yQpsBCW4oqoLU5iySm8yBYHpc6FtwdC12O/MPDbiPjbJIK1P4lkB0oGNSN2ZlKgwom7PsmBlSDDZPtkbJ34O4XFtx8VcyxIGNin1rcVeq9TmbQo8NpLeJ6KRCrkatQk2OFEqSvSEn8djI1snmj6u6mNzXOZhgRdGqtgIK52Sig0LQNKGfpHROG1IBvw0rCBtJVJskuXeomGZgKyPjZPLW8Wup0jZSZqHe1exSb/KJ4G3v/3tePvb334qftRxc97aKn77hZtww3eexmC5gC/8eC/+9HUXpDY6AHj1uWO4/twxfOjbT2HLEGsO975rtwqP+54Xb8Wf/WgvLv5/7oHlePj5f3mp8Jjnj1fx/77pYrzvG0/gsg0D+MzrLxQe782XrMdH/+Up3PidpzGx2MFvv3BTag031u6abmCwZGLH4UX83jVnpNZFb/ae52HPTDNWwgyI88n75po4a2Rz7N+qJTMVLOydTZcvj/YX0bQc9hToP7Xt8824Kc+KQAF5ZrKOvoKR6vciClaeOFrDheuqqQ6s44LjPnG0hosSwR/AKr8sh3WS5cHEs1MNvPGidam149USLIeNMVjTV8Ruf4zFOaPZqSiRcZgT9Xx0bAdzLUsY2CQl8tmmhdF+WSoq8YRfFj/pRfcQUcAi2pAaXSdVESRKISy0bAyX46ZlkdmS/y7JIK1f0DwymBMlDGzSis1agQoj6vY8Ve+m/DUAS2Mn55RNNbp4seDhJVkVJVOXALF5OPlaAZGZSNGqqI54MxQNwRQ+uSfNw5YsxRT/PhYApT02uVJWWtqszq9tNPiSmoe76fSnaK5U13bRtl1hD5n86aV0ulSkAvFzTys2llCFkZZ7l2SKTToV1S8YfAok+9ikFTMgrcIxM3g6sNEARK/Aae2xWQnc+oYLsdC28dq/+TlefMYafOjl26RrP/8rF8H1PNz53DT+z29dgU1D4k2paOq4673X4HNvvAh3vffFeOHmIekx/9NLtuLu//Ri3PufXypUawDgrNE+XLFxEH/+031462UbUpU5AFMZCoaGXdMNPDaxiLbtxvrmcAbLZtBTYareRaPriD02kQ1hsW1htmkJ+60kn3JZAJQIbPzNaaYRburJUm8O96xEfR7PTLKBlsnNSDQDKlniHhx3oMgmaUc2jh2HF1OpRADY7CtTvBR+stbB0VoHl25Irw3GKvhB07OTdegaUioYwFJRUa/RvllFYBOpODuywDbRZCoQSKcvZltplQPgBsx4gz5ZKiqqxog9NuLp3slNpqCnn7RFs49Em0bLctC23VypqOlmfAAmp1/QjmCy3hUGiOK18aGjHOaxyZ+KigZXM5JzBfiTfjywSZZ6A/I+NqI2/HkVm6ThV2T2lc2KyqPEtK20eVWUimpZ6b5JUvNwR6LYJIKg0BCcz2Nj6Fo6vSRIz4vKwsO1+RWbaCrK8zxW7l2WeWzi3aYBwXwwwQgV0esPpK+B6HoCvHoq/LqXPTanRLHpdTYOlbHr46/CrukGLts4qKzLv2TDIB776Cvgup5QgYmybbQfv39t+qk9iaZpeFWOUe+3vO58PH2sLg28TEPHWSN92DXdwHzLwmDZTKVuAFbhwctY+SwpUSoq+pTJvSBnJjbhgUR1SDhKIL4uOiqBV5vtnG5grL+Y6rcyXi2hY7uxPPMzk3Xh7zJeLaLruFho28Fxnjhaw/uvOzO1lgdve2ebuHDdAGabXRyYb8Uq1Ti8u/Kh+Tau3Aw8coT5m0RBEN/MjtU6uGC8ih1HFnH+2qqwtHK4XMBCm02cNnQNz0zW8WuXrk+tA9jNir+23O+TTAUCacPpbNPCSEWk2Ogp8/DmxPFCxSbhsRGmopLmYYnHRpCKSvkXBHL8rB8ApFJRBXEqarBspp40RYrNscQEbo7IYzNZ7+KqLemHksGyicVOGKC6Lhvtkcc8LEubAcybEW2LkKwK4/ANJWkeTipwgKQqSuK1iHlspEpMjsBG5LEReXEkIzySqdmCEX/vcuqCdKqoKooHoelUlNhjM1hKq2SVgpEKZhfbYhVG9H5eFHQoBtLm4bbtwnE9qWIz74Tvj0bXga4hnTIUjFCReWxS5mFVVRR5bFYWo/1FXLN1jfDCi8gKak4Gr79wHT76yrOVgdc5o/3YNdPEfX4zQNF5RtM3u2caMHUtleJJNtQLK52Sik28kmSy3kXTclKKjWgG1M6phtCHMj6QHmnwzFQdFwiMu8GoBP/3mWt2cWihjUsFig0383Kl6FF/JtcVG9MbV6VgYLSvEAQUDx9axOahsvDpnacq+Dk8cnhBGAAB4dDDhbYFy3Gxc7qBC9elfy8gXnF2cKEFU9fEqahEBYYofQOIGvSJy72B+A1RpNgYiQorQNzeXuSNSA4jBMSpKJ6ySQZpslSUKFAQpqJqYi+MyAh/tNbBhoG0ShZVPQEEE+nFAZMpDGxE6UJRuXcy8AfC5nJ8A+/aLizHk3psosFls5sOHIC85d7pqjnRrChZI79ksG8I+9ikN2BR2wBAbFgXNd0L+s0IU1Gi92f6dew7DsVGmrYSXMukahQEYTk6D/OqMFEvGdEoDXE1XDIV5a14jw0FNquMc8aYYnPf/jlhGgpgnVGngrQJM88m/SjDlQIaXSfYlPbNNTHaV0g9EVZL8VTUvsQ0cc6aSgGaFg9snplqpEqygXSw0rIc7JlpShUbtpYd98ljzGQsSkVVSyY2DpaCOVI7jixibX8RGwbTmxzA0lGH/JLvhw8vSNOJpqFjtK8QVGc9cmRRGCwBYSrpwFwLu6YbsF0vVenFGYikog7MsSGloqC2Yoa+DNf1hIZbIH2jk5V7AwnFRqDEmIIUgqxDsajcW1SdIg1skqkoQSuCacHsJUBe7i1TbOoJ9XFisS2sREumovi1l5mHo8cVDcDkJDfEecFkb07RDNMSokntnKRS17TS06CBtH9GlmIC4lOehbOiBF6ctiXoUCxRbJLNJZ/vrChemi+c0yQotRYFIKL3nToVJehjI1JsUoENO1fRtSwaWkwJqnfSfXw4yc9ey5J7bLKuO8Ae5pOzoshjQ5wSzhnrx4OHFrB7ponXnr9WuCZaSfTsVF3o1+E3U+4H2ScwBAPswxdNRe2eYfOckv1uTEPHcLkQ6yj85NFaqmqLnx8QBiuPHVmE6wFXCFQQLv3zjWXH4QUMlk2pV+m8tdUwsDm8iCs2DUo7Z24eKgeBzSOHF/DCTXKf1LbRPjw9WcfEYhvHah2pYnPOWD8MXcPTk3U8PVmHpqUrvTjRjfZgYkRFlGgb/lrHhuuJ1YCkkVdV7h1XbI6n83A6hZB80k4OGGS/w/NPRYkVm/Q4A1n1UrIqarFto227wsB3sGyibbvBBnrEH8S6cSit7vQXjSC9wM7VEvprALFiIw1sDB1dmx2zJqmOAdLmYbliEw9o21a674xsplSeFFPHSffPEfexSQdeorYBtsMMwSnF5jhSUbJyb5lik1QKlamonEpQsjKLd7QWKTaVxMgNkZrKSXUpVnlskubhPKmoHvbYUGCzyjhntB+O6+H1F4wHE8eTRFNRz041UrOPgHDOUBDYzDVTvhkg7KrKy6Kfm6pj22ifMPca7Sg82+ziaK2Di9enN/WSaWCobAbBykOHFjBQMoVVRkVTx9r+Ig74KaMf753FdWeukQYr5471Y+d0A57n4Sf7ZnHV5mHhOsAPbOZbmGt2sXumqQxsXnrWCH68dxY7DrP01gska4umjnNG+/D0sTqePlbH1uGKcJMB2E2Yv/4ssElvmkC8AiNM38gUm7jxMLdiI+o8HAmSHNdD23ZTN9mCIGXFJPnsstvZpoVqyRD6Zp5XKkqi2LDeNKF/YcJ//wkVG38z4wHFRK2DgqEJm+4FY0z885CNxgDYtYyaTmXmYYAPe3Ri5yGcL5S47i1botgk+9g4YvMwgGxlR+CxEQVKMvNwMhVVECh/suZ0JSMd2HBDcPKzJiv3FjXSOx7FJpke7tgOOrabMxUlV2ySga/I/8ZJpuRye2zyNugjjw1xqrhi0yDOXFPBf3/DBdI13Dzsuh6em6oL00H8KXEuQ7HhNxX+gRc13ONEA5sn/XEPIsUGiAdfDx1ewAs3DUp9TVduHsIDB+fheR5+tGcWLztLPpLjvLX9eG6qjmcm69gz08TrLxyXrj1nrB+PTdTw9w8dQsnU8dKzxKk9gDVafOJoDf/y1DFsGS4LBxxyLlxXxdOTdTx1TFxqztkyXMGBeaYEHFxI9xDiRCswZltc5RB7bHiQ4bqesO9JUrFxXQ9NS9J52IurOgBymYfnRYqN/4Qb9W4wE3T6dZSmonIENo2OjablCBWbkcSstaO+CrNBUInGn/y5EsBTVqKAOjmzSpbeAvgTebR0v3tcio3UPJxHsUnMCZN5bAAkhiaKPDbx9vv8eHlHKiQDL6FCGFQEiRSb+FqeBkpeH1m5d17FRhYEVXzViP9uMsWIn0O0Kkql2CRTlUrFxoz381HNCMvqOA2kFT3LcXtysjdAgc2qY8NgGXu3vwaXCMqSObzq6KljNbQsV5iKChUb9oHcOytWbPjGyG+sz02pAxvePPDJo3VUS4Y0ZRRNlz10aAFXKpSVF29dg/v2z2PXdANHax28fJtYqQKYYnNksYN/3HEEI30FvETQd4Tzjis3o2k5uOmOZ/DmS9an5vVEeelZI/A84C/v3Y93XrlZug4ALhwfwNPH6kG/HRlnjlRwYL4F23FxYE6VimLjDWzHlfpSALY58CCDb/ZpxYbdEvjGxQOIrHJvnsJJBzYi87CgKqrAy5cjJuiWuNGgOBUlbniXDGxk4xQAlvJqdJ2gN8xErQNdE1cv8U2Hm1InFjvYKAiA+DkA4Ws+sdgRBktAPEj1PM/voyMOgqIeG9XGaSY6Tks9NjnMw/wBPT00MbujcFu0TjJSIaXYCMq9Ze85sXnYknf9FQ2rlAU2KcVGfFxukubH5tcnqVTyc3BcLwyCOqwpoyhtlFRsRCMlosflAZ7lB1myVFSsQZ+kj42uafAinWwslxQboofgVUd8+KbI48GebphiM9vsYq5lCUcEBMMaO7Y/KTs9fJIz2lcIFJunJmu4aHxAmjLiik3bcvDk0RquVPQBevHWYeydbeLrj02gbOrC8lwO/12/8OO9eP0F48oKs3UDJbzzys3o2C7+49VbpOsAYG21hAvGq6iWDHxY0QcJYIrNU5M1PDZRwy+eJ/ZBAcyA7bgenptqYK5lpcYucPjNqm2zwEbT0s3FgHgXYNkTPn/w5spOKPcLyr3z9NMQNegTyPfc1Jinuqu/aApTUSJfUdJjw1VA0cwtXn3Fg8Ojfqdn0XskCGz8tMGRxbbUhJ4MbFillXjtkJ8O8zwPjS7r4yMKwgCgZBhBYDPfYtddPgQzrthIUxI5ZkUBOVJRIo+NTLFJeIJl5d7J95HsPSfqPCwfQCnz2EhSUZH3ned5WGjbQkWNv748CFnIUGyAMAiqtR2hugTw7sfxzsMqjw1/f/DPlbRBX65y77ii18tVUdTH5jSEPwH+ZO8sRvoKwidSXdeCwZW7p/1OuqLAxv9Q1bsOpupdLLRtpWLzuJ+CevJoDRcLKpc46wZKeHxiEfftn4PteniRIli5xq/++pMf7MKrzxkTVptwzh+v4m/edhn+9oGD+N2MYAUA/vD6czFYNvHqHH2GbnzlNnheuvttkgvHq/A84KrNQ/iF8+TH5ZVlfEiqzGMTvYny1IUobWdGmuXJPBnBrKjIeAggrdgYuoZu7AYrD4Ciio3jeqh17FQJczQ441eaBTbZqaiu3/Moj2LDh5WKyvb5dZttWtgwWFamjNKpqI6wEg+ITmrnfhx5EDTSV4DlsKCGVy4muzlzoorNgp9qkV33uGLjSquiUoqNYFYUIDAPp9YhFbAIh2BKRiokA1qR8idVbEwtbR6W9JA5HpNvn58G4j3Mah3Wj0oU2ITvZ3aOi4LBr5wwsGEB3WLHEgaoQLozdaPrSI3oRUMLgiV+HrLhp1lmcNE65rHpzcCGFJvTEH6jvPO5aWG/F85wmZlXd800YOiasENukIpq2+GkbIFnBwg9Nq7r4aFDC8LGeJxXbBvBvfvn8Nl79uCyDQM4V3JMgKXNLhyvoq9g4K/eeql0Hefd15yBn37gOrwyR7ByxpoK/p83XqRUdjj/8eoz8LuCERZJLhyvYqSvgE+99jypYgUwVaFk6vjO08egaekSek6gdviKjUjlAOIbXBjYqKcCqxSbuMFY1gE1PZ8KELerBxAf5tkUp6KS8594pZ2s3DtakTRZZ6XWIo/JSNAdmx1P1sMGYMGVoWthKqrWFlZE8XMA2GtZ79iodxyslxyXB3KzTStQl6SpKCMcyrjQFve7AdKm8ZZAEQHSKYm2oO8M/xiknvDNxKwoTRN6bPJM9xZ7bNi5uTnecyLz8PEpNnLzMBCqMMHkddGU9uD9HAaegNg3w4PCaNpKtI4dl5mdo3Ppcik2/rFlw0/z9rFJe2x6M4QgxeY0pFIwMFAyMd3o4nUXyM2za3wzZcd2ceaaijCfGn0aPVbromzqqWZ/HOax6eLJYzUstG28VFK1BQBvvnQ9RvqK+NdnJnHrG8Tzs6L8r1+/HAMlU+pD6SX6SyamPvmLmU0edV3DmWsq+LdnJnHlpiFhRQUQ3kSZYiM23AJczmc340zFxr+BcZVB5LGJBiyyKcPJMt1wDo8kFZXsoCzx2LSs8MmZKxsipSxakTRQNqWl3kAY2Mz65zix2JF6wDRNC3rZsH438vTSgJ/WnW1aOOpXWqkUG/a7d4Pu4LJUVLTx37ykXT8QD2gd10PHdtEneHJPblwdicLCjxOuc1EyBA0cBUMw06koQYM+W1AV5d97bNdD0T+HeteBpqU3a1m5d545TZ7nYVFQtQeE08abloP+khkYzUUBZcWMB0GzTQuVgi7sRh5+fkM1VRbY8P4+vMKJeWzEgU10ZhY/D6HHJhnYSIZgJqvmLNdDtdibgU1vnhVx0uGqjWioI2fYT0XtmpEbgvmHvd5x8OSxGs5bm57nxBntL6LecXDXzmkMlExctkGuFpVMA//hRZuhacBvvXBj5u/z4q1rlKmtXiNv5+ozR/rgesBrzpWrS/zG3rZcTDU6Qq8JIFNsJObhpGIj9DykPTZpb0S8TDecnJye2QMIAhtJVVR0beCbkcx/Yr8H+7nHauJxCuwcDPQXjaB/jsoLA4Tl4bWOjUbXkQYrBUPH+oESDi+0MRFUWskCm1Cxmap3USnoqQGHnIGSEShGSsUmYh7mG5xQsUmWeytTUYivE3hxRB4boclYpNgIlD8AqcnW/UUj9VmSdR7OU5FU7zhwvXTgDYSvWTMIJn3FRpSKKsTfz3MtcVoVCD+D/DO0KJjhxkl6d+pdJ/UwwYl6jQKPjbTcO/xaNPqCrUuWe7s9ax4mxeY0hd/cVVU5XLE5ON+Wmnd1XUO1xGYa7TiyKO3fAoTVJV979AhesnVNqttxkj94zbl49Tlj0kGjpwM8/aQKbKL5/InFjnSoZtSAWevYMHVNWvXCN8LQY5OsPNFiJbX1DksfJFN2BUNHywrTRgttmWKTTkXNKFJRAAtW+ooGjtU7MHRNOB8radw9tNDGZsX7aaSvEJiHVR4bIByrMOFP+ZZVRQG82WMLm4fK0DRxh2KApX8BptiwKeTynz9QMoOhsvMtseEViAe0fFOWmYdjSoxkthOQXpdKRSXSWp7nic3Dgn434qoo9n1RlVDWw0U0BHOhJaleMo3Ye47P/xKmoiKKDRC2whB7bOLBt6psfyDh11oUNM7kRB9iAHHzTE4xokYFHpscQzBlfWyS6hp5bIie440XrcOHXnaW0uMxXClgvmVj17R4phOnWmTdhx85rPbNXLp+AFvXVHDf/nllT5joz/8lRarsdGDbSB+Kho7rzpSn7fjNqmW5OLLYlm6wMcWm7fgpEi2xJq3YFAwtVf4pUmxEknhyuneg2KQ8NvHy2I7toNFNm0iByAbDq4wWO1hXLQpVsFRgM9+WpkoBppjMNLtYbFuYaVpSXxPgj1Xo2BEVRn7cLcMVHJxvY6LWxlhfUfqkaxo6BssmZlsWphriRoKcaNdvmeEViFdF8U35hEcqJPrY8DLl1KiElG+DXde8QzArqfebSLERp2GEVVEdxWRtO5oq5e9PhWITCWz6CukGkkCYMoqmomTet2TLjDnF2vCzzo7b6KabZ0Z/t2RVlMxjk2zMKCv3Ts2KIo8N0Uv8wWvOzVyzplLAj/fMYqrRFXb95VRLBp6ZrGO2aSkVm6FKAff+5+vwse88jd98waYTOu/Tjd+9ZguuPmNY2p0YiDzF2Q6OKPqpsHLvMI8veipMNuird8RSdzFRfiuaJ8V+ZrxB30LbgqlrqVlA5UQqai7oxyNPRfFg5Vi9I0xDAaEHLJiSvtDC5qENwrUAa0kw27Swe4ZVAp4tScECoWKza6aJvoIRDEMVsXmojPsPzuNorU+ahuKMVApBKkpWEcV/fjSwkQVhUfOwKhUVLft1XQ+W40kVPR6MhAGLuo8NDx6SVTmilJXI3Jw0tQNyxaYk9djIU1Ge50HTNGmqFEgH1HNNeVfockJZYako8drke1Q1RiOViuo46Jd4bKLKVStLsUl4bJKBKiAwD7uk2BArkOFKATunG9A04BpFI7vzxqr4hx1HAACXKxQbgD3V3v5bLxCWjhNpRvqKeMXZ8k7KQLhZzDUtzLcsbBwSb5zRoXiywIZL0HxjaHTT858AFiR1k4qNaE5RQrHhJtekUhR6EhKjIVQjCvyb+7FaV9iXBghTrkdrHViOi6O1jtJgPtJXxGzTwi7/fX/WiHzteLWEQwttPDaxiEvWDyh9U5uHKjg031Y254ufQxdTDbnRGYgrNvOSbrlAIhWVqdiwddx3kux7kkxF8YBFNFMq+nTPN3jhEMw8IxV4KipHMC0s927bGCyJzcOeFx5XlioFxIqNLADhv2dUsVkjMfUbuob+ohFcS5W6U4kYjS3HRddxhZ87gKeLkx4b2Qyo8GtZgz5W7h1+3csem948K6In4Pn+a84YFvYI4XzyF8/DYtvGmWsqUgMjcfIoGjo0DdjjT1aXKTbR8s9ax8ZAWSzjA2FgU5e0bE+lojq2UNlJm4ct4dMw/7ntYDQE22BEPTqST86q2Usl08BYfxFHFts4stCG5yE1oDXKSF8BMw02G2zzUFnZE+nqLcO4/8A8Hjm8iMs2qo3rW4bLOLLYxo4jizhnVJ7e4ufAyr27ShUonopSlXvrKY9N1hBMWcCSTEXxlE/Sk5FUAYJAKRGwGImmb57noSXosyNORYmDaa4m8tJw23HRtByJxyYeUC+0bWhaekwDEKolgWKjCGx0378W9djIghWAXUvusVEZjaPqbFDuLvHjxMzDtgtNg7jaKXmtJFVR6XJvUmyIFQiXWV93vtrn8qIzhvHua7bgFyXTxImTi6ZpGOsr4oGD8wDkgU1fpFmdXLGJ99RodG3xU3EixSQrO02Xe4u9DpqmxZql8cokkdSfTEXxDsEyNg2xoIJPalcpNqN9Rcy2LOyeaSjTrwCrxKt1bPx03ywuV4wwAYDNwxW4HvDokUW8MkOB44FNVioquhkqy70jwSVXG0ReCyNS9SINbJKKjSwVldgEuUFXlNqKrZP0W+Fejrh5OD3rDAjfw1Yk7QqIe8hUg6o5HthY0kaHBUNHwdCC13C+JQ8mgfhwWlUqCgiDVMthzSZlAVPUT8fH3QxLTONR/xCf7C3yVCar4bqSqqioogf4gQ15bIiVBv9wqQZFcv7mbZef7NMhFFy5eQh3PjvtV9xI+p4UzczARte1WJqJeWwkqSg7mooSmxjZjJ+4YiO7EZcjAyB53w/RBpysTjmWEdhsHGSl1gfnW9A1KEu4WVDRxa7pptIwDwCXbRjwO8G6uCwjsNkSMSy/fFtWYFPE08dquVJRbdsNOi/nadDHe6WIUlF65Mk9U7HJkYqKFiYFHpuMqiiZohR4bBKKjSitF6iOtoeSqZ6jxUeK1Do2NoAH3vIAJDoIc65lKavWonOdWCpKflzul+Il5PJUVOixCdJmgp47QLyfT8tKl9pzkqMScjfoc3t3pEJvhltET/CKbaP40q9dghcqDMFEb3DVlmE0LQfrqiVpGX20Y68ssAHifUBkVRdJxabekVVF6amqKNmNuGSGnXRl4xQAVjlUNHQ0LQeu62GqIffYAEzBOrLYwaGFNjYMlpVtBkYC83ADZ2coNqah40VbhgEAlyp6MgHMW6ZpbJr9uCKw4uewa6aJluUqy8359TvsK1F5y70NP3hNEg0yeICZDFhMg6ei2NcqZSfmscm5rhUoSpKqqIRiI3rP8Z8RDAhVKjZhHy5APtSSEx3nMdeSm4cBX7HxG0nOt+XvZ4ArNk7gLZN6d0yWdm7brrTCkBNNPbPBp+L3ffQa8Co3Ybm3lvTY0BBMYgXSXzLx+9eembuZHLF8XOX3GVL1UuFzkzzPQ60jlvGBuIRdl/TJSM7uYX4HsWJjJxQb2Y04Kt1neRL6igYaHQczzS4c11MGAJuGyjiy0PZ72KiNuxsHy2h0HRycb2d6YQDgZWeN4KyRPuXkd4A9Pa8fKOEVZ8vL9jkjlQIOL7Rh6ppy+jzfgA8ttACIDa9A2jzcVzCEKYnoEEyVwgIgUID4xpnpsQmOp27QJzM3h+bh8D1Xk7znionARjXOIFlqrSqb5+fV7IaVeyoVpuq3A2BDTeUqDD+PxbYVMc2L3088ZduynEDdkZ1vtCqK9bsRr2PqmrrKja3TEn1s3KBxYq9BqSiCWAXwieYbFaXE1ZIJz2OydJZiE1ZFOcJgqZCYxyN7ek5OZVYNSS1HAirWdVi+EfT7T858RIE6FVXG4UWWisoaufGL563Ff3/DBfiHR44oKwE5H3/1OXh3jvlgAPA/3nYZLl6X3R2bb2rXnrlGOkYDCDflg/NMsVGlojx/zpKoqy8nWqGU22NjizfClMdGkdqKrmtJ+q2E5uFslTCo7AtmL7EAQFQVFYyEiZiwlamopGKjuD7j1SKm6t1MFQZgXaRrHQdzrW7m2rLJUly6xgzKom7CQPwBpWmJU8pAXLEJzOCmQLFJemzc3lVsKLAhiFXAxsEy1g+UpIMYgXjHXlVgE1NsJEP20n1sxE+EyXJvlYeBeWzCqiiVdN9XYBvMsZyBzWLbxr375/AfXqSe6K7rGj72qnPwsVedo1zHqZZMaVVKktdfKB9fEoU/2avmuAHRwEat2ETnLHHFRkRU2ckObKBcl2y/35GktgxdgxXxask9NuHvwJH5ugIDPE9F8UonQRDE1KtQsVlUpEr5+qavemalosarJUzWO8rWBZzBcgFHFtla0+/mLoP7umxXXuIPpB9QZIFN1GPDr6fMY5Mu9ybFhiCIk4Smafjvb7hQqoYA8S68tbb4aRfgDc7CzsNiJSYesDAvjmRdKhUlmVwc89h0cYZCXenz/UJHax2YknEKnE1+sDex2MEv5wwulhMepL0hw7TPJ7Pzai+VYgOwoID1iBE/ZUfVNZUSAyCXsiNs0CfsPBx+3ZJUbUnLvSWdh4FQfVhoszlRwvSb30OmHpn/pErn8oCa9ZHxMhWbBw4uBKMX1B4b1seGq0CqjvAV32TftOT+GsDvY2NHAxvx5y6qmsk6RAPpCrZe9thQYEMQq4R3XrVZ+f/50229o1ZskuZhYX8av/2+43owdM1PRYnWiczDeTw2lnI8R3+RPTnvmWli65qK0gfG03Pj1SKuOWNYuq5XuOaMYTzwwZfi0oxKq6hiUzTkKQlu+LVdl6WiJOsKhhYoJkHAImioB6Q7Dyef8JPembbtQteQMm4nU1FBOXpypAIv93bCzsgyY3toHmZrs8qyo/2AphuWsmdXn/++C9oRKI67boArNl1omrgqK3oOi21b2ZyPU/Gn27csB8MKdSlaFaVWbMJmirLrydaJRiqQYkMQxDLCb2wLbRtt281IRfHpwZImaGZo5tQ1XV4VFemh4rgeapKZPUAiFaWoigLYhjLVYP4FlUoFAGurJRi6hjdetG5FGOE1TcNVfrWVCtPQUTZ17J5pSie6A/E0TlMwroDDglC2wQdDEwt5PTaCcu+EeThpHObHc4RVURLFxg09I4A4vSQyD2cFNtxjM93sqgMbX7Hhg09VpvXxagnH/FTUmkpB+d7jwZWqOR+Hm4ez/EDRlHKjI3+gEHmr8jTy62WPTW+eFUEQS06/H8gcq7Obsto8HKaihFVRerh5dB0XtutJqqJCxWaxLZ+cDPBUVL6qqIvXDeCJozXsnG7g3LXqwMbQNdzwim34wHVnKtetRAbLJp46VsMFa6vSNWEPGE+p2JhG3GOjaeH3crilIroRGrqWmuqebPrWtmRN35AyD5dMPRUEJEcqBF13FR4bnoaZb1lBF3URfIiv53mYbmQENr5ic9gffKrytI1Xi6h3HByYbwk7aEfhfWxUU8A5vD+OrNklJ1nurTYPs7/zz73oWkVHL3geKwvvVY8NBTYEcZrAb2xHF9WBDX/S8zzPV2LkJbWW4wU9QMRDMMPNMuy7oehjY7MZOAttW+mbuWzjAJ4+Vsczk/VMxQYAPvOGC3HFKuzHNFAy4XrARetyBDaZik3om+r4gxCTXg+RYiMamJjy2DiOcE5RKhUlCbx4nBMMZ+3K33O8Koqbh+clYzw4AyUD9Y6DhbYNx/VyKTaH5lsY6SsIG0hyeHPFH++dxXkZwfdAiTXPnG6oA3qAe2zczN8rzwMKEG+8180wD/N1PMAkxYYgiGWlbOrQNeCI/7Qpa0TGpyN3bBeuB4liE5o5+dOzaB2fU+R5XhDYyNICZdNA23Ix6StK6xUmzss2DMJ2PWX5+OkAD04vUpSRx83DrnQzjk5i78ja6mtpj414YGLcFNy28gVALVtsbtY0LWZYD+ckZZuHmWKj7jdT69iYbjDfTF7FZlNGTyTeNPL+A/O4cFweeALx0n1VpRXAq6KYYqP6vUqmHjTcyzIPJ4efCsu9I+v4dehVjw0FNgRxmqBpGvqLJvbPsfJg2Q2cm4eDp2JJiglg0nUjWCf22ABsU13IaChWLujo+BO4AbV/4fy11WDDpsAmQ7GJmocV5d5MXYsoNpKABYinouRpi4THRjJRPKXYKD1ACcUmZ4M+lcl2oGSi3s0Z2PiKzeGFNjZlTGnno01s11MGnvwcAGDfXFOpVALMixZ6bNSpKIC9DkrFJpIO7Eqq4di6MAjlATApNgRBLDv9RQN7/Sngo5Inw5LJpgI3FEoMf6KzHBf1rnzKcLSaJUhFqaqiLCdIlakCm6Kp48J1LLjZukbddG81k0+xiZiHu/Jyb9ZzyB+pIPXE5ExFCRr0yRSgpHlYrihpgXlYpdiYugZNi1dFqUy2Vb85Xp7AZk1fAcdqHRbYZCg2/SUzCCJVgScQqqf1joOXnqXuTl3x2yLMZ/Tc4Z/Rru2i0bWlAW10+KmskzRbF3psAsWGPDYEQSw31ZKBfXMtrKkUpDOTioaGjuMqfQzRactZHhsAvm/GQsHQUr1MOGWTeQeO1jroLxqZje8u2zCIbaN9ytlPq52BsonRvoJyCnjUPKwq848avTuOpIopOQRTMQk62cdGdN1FIxWUDQQT5mFRekXTtJhxNk+5d91PRVUKulQxAoArNw1hqtHFg4cWMgMbIFRtLsiZilrbX8yc/h6ah9UBW1SxUZmHo96ZrAZ9K8VjQ+XeBHEa0V80sXtmUZm+KZkGZppWMDBTNisKYE+DgWIjXBcGQGwOj7z5WLnAnkSPZkzr5nz0FduCrrunK+sHSrhi05CyoVtwrfzgUrYZFiKKjTTFFKSi2Ndd283VpbZtO3LFJtagL8sDxGeYMeUpWY3FifZimm+pU1G8Kmqqrq6IAoArNw/B0DUstu1cgc26gRIs11OafIEwsHnrZRsyA/VyQQ9aNqgCNv56d2x1Kio2UkHRxya6rtc9NhTYEMRpRH/RgOexJ0MZPBXFlRjZSAWA9RWpd9jEaNHGFTUZZ3kCmGLj4Fi9o0xDcV6waQgvWIWVTsfDp197XpBykcEbwy22beXIgIKhR8q9xYEIEFdZVF6cE+ljo0qVRXsiyYaucnhln+WrFdmKjZNZ6g2w9NKl6wew48hi5kBVgAU2MoUsynClgFeePYr3vDh77lilYAQ+tDwem8W2Dc8Tq1tAfAhmx3Zh6pqw5040WO11jw0FNgRxGsE3A9UNnKeiGqpUVKSvCJ8ALlINoutUc6IAX7GxXRxdzBfYEGzGUBZ8U59tWVjs2NIOuNG5XrKABYj7YlTVU8nAJk8A1FKam+PmYVWqcrDMOvmGLQayOw9nNefjXHPGMHYcWcSmoWxv16d+8Tyow06GoWv4999/SY6VycAmOxU165v2VYpNrMpNEqxEew6Rx4YgiJ6B39xUnoxAsemy4YEib0R0grJsThQQLTXOVmxKhm8erlFgs5SUCwZKpo7DC214nnwzjJZ7tyWmYCC+wclTVogpMXLzcLJBn9w8HA28ZJ2uOcPlAuZaXcz7m7oyFVUygqqofIENm/qeJxV1xUlQFaPjJpSKjb9uzh/CKfMORZWYru1JA1o9Vu5Nig1BED0CD2zUio0eKDbVonh4YNQ7I2vix9bxVJSH+YzW9mV/avFErY1fOG8s9+9EZDNcKWD/HKuGk/UvivaJYeXZsuqpMGUle8JPdh7u2K5wE06loixH2s23EPm5ssnenDV9Bcy1rDCwyVBsLMfD4YU2rj1zjXQd59ev2Ij+opErCDoZ8JTSWy5dj7NG+qTreGA6l6XY+B9v1/XQcRxhXyK2LmIedk8Tj80dd9yBb3/72zjnnHPw0EMP4eabb8Y555wDy7Jwww03YP369di3bx8++9nPYnBQPdyNIIiTQ6DY9MsVEe5PqHds6c0wWu1U78g3mTAV5WK22cUWxcTui9YNoGk52D3TzGUeJvIzXA77F8me8k09PlJhKT02bdvBuJkOBNKpKJV5OF7urVJs1lQKmGtGAhtFQM2D8n2zTfzKRdnT3/uKBt5+xcbMdSeL33zBRmweLuMNF44rTeO83HuuxcrYZZ/laN+fru1JlTo9Vu7d24rNkp3VkSNH8Cd/8ie48cYb8Za3vAV//Md/DAC4/fbbMT4+jk984hO49tpr8bnPfW6pfiRBEMcJv4mrnjaDPjZdR7p5REtJ6135JhMOL/Qw17SUzceuOWMY56/th+epe9gQx89QuYADfgWZrEIn6mFhAYv8CT9fYBN+LS33Fkz3VjUQjHlsFIrNcMXEfMRjI1OpADZSAQBmmpZy9lOvMFQp4JcvWqcMaoDwM8pTUTLzcPSzzDpJi48bVdd4I79V77H5vd/7PYyOsvp713VRrbK6/R/84Ae46qqrAABXX3017rrrrtT3WpaFVqsV+0MQxNITKjbZqShmCs5SYjy1YqOHis1cy1K2i9c0Db/zoi0AKLBZaoYrBRzwFRuZeVg0K0pEchp0ns7DrOFfvune8qooPbfHJqrY9BcNpbLA37vj1SJ+/fLlU2KWmmLOVFQpUGw8dCTl+0DCY9PjVVFLflau6+If/uEf8PGPfxwAMD09HQQ5AwMDmJ6eTn3PLbfcgr6+vuAPD5AIglhajsc8rDIFG7oGXQs7D2enrDzMNq3MycX/4UVb8GuXrseF4+oW9MTxMVwxMVFTDz/NMysKyFdFk+wo3HHEnh3hSAVVgz7uscko915TKQYeG1UaCkAwdPKTv3geBhTKzkqDXz8e2MhSfPz6dWwH3ZzXfVX1sXEcB9ddd13q3y+//HL89V//NQDgYx/7GG666SZs2cKevMbGxlCv1wEAtVoNY2NpU+D27dtx0003BV+3Wi0KbgjiJJCv3NtXbDrywXkA2wj5rKiNkrk5vCqq67BpxCN9asPluoES/vldV2X9GsRxMlwpwPNYUCPqUQKwa+X4A0vblngaNxBPH6lSUZ4HeJ4HTdPQthz56IVIPbR6pEKy3FtRFVUxMd+ymGE9oyR+/WAZD37opXjBxtXVE6kQSUWVTXUzQ4BVRKnKvVeSx+a4AhvDMHDfffdJ//8nPvEJ/Oqv/ipe8pKX4Fvf+hbe9KY34TWveQ0eeughvPa1r8UDDzyA66+/PvV9hUIBhUJ2PwaCIJ4feVJRTLHx0FB4Z4CwikaVFuA3vplGF56HTMWGODnwzV1VHhwdWPr8U1HsWK7HPDmyKivhSAXpEMxEubdSsSlgvm1hst7BaH/2e+7KzcOZa1Yahq7B0DXM+ek4GaWIeTgrFZWqiupRj82S6W5f+MIXcPvtt+Pee+8FAOi6jje96U14xzvegRtvvBGf/exnsXv3btx6661L9SMJgjhOrjtrBP/pJVuV83BKJpuzU+vYmcpO158pJa+KYje+yTqrzKDAZnng6RiViTbqm8pORbG/S4dgRoZlGrqmHoLpb5ae5+UYqZCvQd+aPqZQPT5Rwzlj8pLo1U7J0P3AJrvfDTcPq657so+NuRpSUSo+9KEP4UMf+lDq3wuFAr7whS8s1Y8hCOJ5cM5YP/7yLZcq1/Antsl6VzlTiqcG8ig2k3Xm7xhRmIeJkwdvUKfqVBst4c/beZhV0YgDFiDeql88UiFc0/YrbVTTx6Mem4GMBn0A8NjEIq4/9/TtiVQ0WWCjSsfxZpsdm5V7q83D7O+W4/pT1HszsOnNBBlBEMsG39CO1jpKTwxPDSgVG/+J7hhXbCiwWRa4YqNKRZl+BVuQinpefWzYf4+n303LYiM81OXeLjyPTSnPUmwAoNF1sHVN9uiD1UrR0DDXtDIVWsBPRanKvTXEpnv3ahoKoMCGIIgE/IntWK2jVFiKJjMPqxr58eGY+2ZZ11uVYkCcPPgTuzIVFRlYKksdAQLzsGS6NxCWfKune8cDmyzzcNt24XrI9NhwzlR0513tFA02f03lsQnNwy66iv5F8XJvt2eNwwAFNgRBJOAbkO16ysCmoGvo+tOTZU/Pmqbh/LX9uO/APIbKprQygzi5hIqNKhUVjsmQpY6AePpIOgQz4rGxHRaICBv0RYzITX/oapZ5uN5hTffUVVHh73k6Kzb82ly2Qd7tPyj35g36JEpM9FpZjtezpd4ABTYEQSSIblQqs2/R1LHQtuB5kPa7AYAL1w1gvpVd6k2cPLjHRqXYmHrUYyNWWIBEHxtJFU3osQm9M9mpKO6xUZuH6x1/6nxGKwI2cR7YMtz73YRPFlMNlgJ+3QVrpWuCVJSdp0Ef+7vl9LZis3q6EREEsSREb2xqj42OWb9du8rvcNE4a9BJFVHLx9CJlHvnTUVJOg8D/mBFP7ARmof9zdLzPDQzPDamrsH2G0IC8k66nDWVAobKpjS1cjqw6I+UeOXZcgM1D1Cyq6LiHhtZANQLUGBDEESM6I1NmYoytKCrqSotcOE6P7Ah4/CycTypqJbFUkdKxSZvKsrzYGUoNgDrdxN6bGQjFbRg5hiQ/X4arhSUCtXphMo8zPvddGw3o0Ff0mPTu6kouuoEQcTIq9gUDT3YZFRpgYvWsfEIqgGYxMmlUtAxVDaVU9P5RsU9LMoGfa4X/Mny2HT9pjeyBn18XeCxUbT+79guZv1gOksBHOkrYPMKGGp5MvnaO16IzUPZHqOS35NKlYqKj1TwKBVFEMTKIbpRDWekLnjjPVVa4Nyxfhi6RorNMqJpGnZ85OXKjZ57bHiqpywJMHgqigcsSo+N66Hte2dkIxUApuxkVUWN9LH5T3NNC30FQ3p+nFvfcOFpr9i8LedQz6LflLNriwNVIDlSgRQbgiBWELzh2lDZhKl4KisYOqZ9c6JqAymaOi4cr2IDTexeVrLKnvkTODfnyjY43iivo0gxRUcqdALFRtygD/AVG4ultWSzrMb6C5hudDHb7OZq9HjN1jWZawhG0YikonJ4q1hVFCk2BEGsEPiTdVYVU9HQcazeQdnUpROjOf/67qszhxESywsv3234KaGsWVGqwCbqsQkUm4yUlWoAJsAGty62bRytdUj9W2LYfDieihIHluSxIQhixcI3oKyn4oLBJjivGyhltlbfMnz69hJZKXDFpsY9NhmzonIFNq6Hjs0CJWEfm0gqqmk5UuMwEE6k3zndIL/WEsPmvnk5ZkWxv/e6x6Z3z4wgiGWBP4llBTbcW7GuSimm1UDgsckKbHJ4bIJyb88LUlF5FBuZcRgIA5vnphrUE2mJYcZsJ6OPDSIN+lxq0EcQxMpB0zQUDT1z8+ABkKrShlg5BB6brtpjkysVJTAPy/rY8HWqyd5AGNjsnmnSMNUlpmSGik2+cm9SbAiCWGEUTS1T7uc3tnUD9PS8GuCBaoNXRWU0asvnsQlTViJPRtSL0+yqFZs1lQI0jTWSo8BmaeGl9G3bFZblA8ly79722FBgQxBEipKhUyrqNCNMRWUoNn4qigcswnLvoPGeFwzUFPmwwlQUfPOwfEsyDT3oXUOpqKWlaOqodWw4riftSRUfqUDTvQmCWGGM9hczG3tRKmp1oWmsAy3vYyMbRcBTUV2Fd4bbL7h5WKr+RFJRTctRdsgFwnQUjedYWoqGhtmmuidVfKSCS+XeBEGsLH70vmszNw9+YyPFZvVQ0LVsxcZvv5/bY6OaOxVJRWWVewMssGHmYQpslpKSmT33LemxqRZ7N7Dp3TMjCGLZWDdQkjbq4hRNUmxWGwWDTWwvGnoQdCRJpqKy+th0bFdoHI6tc7M9NkCo2FAqamkpGno4902m2EQGlvb6dO/ePTOCIHqaQLGhwGbVYOoaZpsWBhRDTcOqKKbsiMu9w87DKsWGlwxbjouWra6KAqKBDSk2S0nRCBWbfqnHhv3X88hjQxDEKoUrOuuq9PS8Wij4XgtVJ2neoK/reMFkaNEaIKyeklXacD9Ho+swxSbLY+MrNdSgb2kpmTpmW8xjU5UEtbGJ7T3usendMyMIoqcp6KzfzTBtMquGgp+SGFDM/jK0sI+NauwCwPvYONJ1/X4A1eg6mVVRAKWiThZFUw+8VXLFJqx0Y31sSLEhCGKVsXGojAvG+zPHKRArh4KuoWW5ORQbP7BRTIIGws7DskncXLGpd23Uu7a01JizYbCESkGXqgrEicHTiZoGaXAZlvCj5z02VBVFEMQJ8f974Sb8xhUbl/s0iCXE9J/ClYGNhmCkgmoSNBCah2UBUNnUoWlMsal3nMyA5W2Xb8ClGwYpmF5i+PXpLxrS1zZawt/rHhsKbAiCOCE0Tevpmxtx/HDfhKwyBoiPVMiXinKlfWw0TUO1aKLRdVDr2JlT4kumgcs3Dub5VYjjgE/0Vilm0aaLluORx4YgCILofQp5FBtdg+2wFFNmfxoXynUAUwlqHRuNrpOZiiJODjwVJWvOB4QeG8f1YLk0UoEgCIJYAXDfhMo8bEYVmxwem7Yl7zwMsM10st4BIK/IIU4u/DrKmvMBYXrRDcq9ezd86N0zIwiCIE4pfF5UHvNw15ZPgk57bOQBS3/RwLFaN/PnEiePfIoN+y/z2LhBD6JehAIbgiAIAkBEscl4cne8vKko9UgFgJUXH6txxYYCm+WAm8BVqcB0uXfvhg+9e2YEQRDEKaVwHIqNKhWlRdIWbKSCfKuplgwc5YFNRoM+4uTATeCqVGCqQR95bAiCIIheJ1+5d3ZgA4QBUNt2Ms3DR2ttAKTYLBdFM795mDw2BEEQxIqBl/DmmRXVdeQeGyDeoVhtHjYxWSePzXLCr6O63Jv91yWPDUEQBLFSyFvu7bjIodiwTbCdwzxsux4AZE73Jk4OpeNQbBzy2BAEQRArhdzm4RypKD2q2ChmQPHNtL9oQO9hFWA1EzToywhoAWYId2hWFEEQBLESyF3undHHJljnqjsUA2H6g9JQy8fxNOjr2C4AkGJDEARB9D6FXE/ukVlRWR4bF2jbTi7FhprzLR95yr25QNPmgU0Pq2sU2BAEQRAAoqkohXk4dyrKn+6d2cfGD2xonMKywRW1fsV1J8WGIAiCWHHk7mOTMQSTr7NcF5bjoaw0D1MqarkJFZvsPjaBYkMeG4IgCKLXMXUNZVOHmRGw5O1j0+yyTTCXYkOpqGUj9NioOg+z/3ZsB8Bpptj80z/9EyqVSvC1ZVn44Ac/iD/90z/Fe9/7XiwuLi71jyQIgiCWgIKhZyonvD9N13GDJ33ZuqbFNkFVYMMDGkpFLR/hEMzjUGxOF4/NxMQEHn74YXieF/zb7bffjvHxcXziE5/Atddei8997nNL+SMJgiCIJaJgaMrJ3kD+aidd09DsssAmq0EfoJ4oTpxc1g2UsGGwhK1rKtI1p63H5uabb8Yf/MEfxP7tBz/4Aa666ioAwNVXX4277ror9X2WZaHVasX+EARBEKeWrWv6cN5Yv3INb9DXtBz0ZXgy8ig2oXmYUlHLxVh/EUf+2y9g01B2YNO2TiOPzV/91V/hN37jN1CtVmP/Pj09HfzbwMAApqenU997yy23oK+vL/gzOjq6VKdFEARB5OT9152Jf/u9a5RrDE2D7bqodewMsynQ6NoAkGEe5h4bUmx6GS7QrATF5rjeSY7j4Lrrrkv9++WXXw7HcTA/P4+f/vSncBwHn/nMZ/Cbv/mbGBsbQ71eBwDUajWMjY2lvn/79u246aabgq9brRYFNwRBED2IqWvB1G5V+iiailIrNuwY5LHpbYJUlOObh3vYY3Nc7yTDMHDfffdlrvvkJz+Jj3/84wCA17zmNXjooYfw2te+Fg888ACuv/761PpCoYBCoXA8p0IQBEEsA0ZkQ1M3dNPQ8tMWKo8NN6yqeucQy4+RSkX1rmKzpGfWarVw8803w3Ec3Hzzzeh0OnjHO96ByclJfPazn8XPfvYzfPSjH13KH0kQBEGcQmKBTUYVDU9F5Sv3JsWml+FzvDoroI/Nkr6TKpUK/vAP/xB/+Id/GPv3L3zhC0v5YwiCIIhlgj+5A9mN/Lh5uKyY2l00dLz+gnG8YNPQ0p0kseSkRir0sGJDITJBEASRm+h+pkpF6RpyNejTNA13vPvqJTs/4uSQKvfuYY9N74ZcBEEQRM+ROxUVbdDXw0/3RD7CBn2nYedhgiAIYvUSTUWpp4CzwKZgaIE/g1i5pBv09e41pcCGIAiCyA1/cjf8uVIyeLm3qocNsXLgAg332Jg9HKxSYEMQBEHkhis21aIBTZNvbrwqSuWvIVYOUcXG1DXltV9u6B1HEARB5IYrNlnl2YYGuB7Qp6iIIlYOYR8bp6fTUAAFNgRBEMRxwAObrCng/Al/3UDxpJ8TcfLhAk3HcXvaOAxQYEMQBEEcB9FUlHKdHwBtGCyf9HMiTj6apkHXWCqql0u9AQpsCIIgiOMgdyqKBzYDpZN+TsSpQdc0tC1SbAiCIIhVRN5UFFd2SLFZPeia5qeiSLEhCIIgVgl8T1M15wNY52EA2DBIis1qwdC5ebi3Q4fePjuCIAiipwhSUYpxCkDY72TDACk2qwVd09Amjw1BEASxmgg9NmrFZrLeAUCKzWrC0P3AhhQbgiAIYrVg5vTYHKt3AQAbyWOzatA1DfWO3fO9iSiwIQiCIHITlnurAxuu2IxXqY/NasHQgEbXwUBZfe2XGwpsCIIgiNzkTUV5Hvuv2eNpCyI/es4eRssNveMIgiCI3OQt9yZWH3l7GC03FNgQBEEQuQlSURmb27VnrsFwpXAqTok4RfBiqF5XbHo77CIIgiB6ir6igaKhY31GR+Efv+9aeKfonIhTw0pRbHr77AiCIIieoloysecPXpVZ7aT3eK8T4vhZKR4bCmwIgiCI42LTUGW5T4FYBlaKYkMeG4IgCIIgMgk9NhTYEARBEASxwgmN472diqLAhiAIgiCITPScFXHLDQU2BEEQBEFkslLMwxTYEARBEASRCW8iTYoNQRAEQRArHlJsCIIgCIJYNayUcRoU2BAEQRAEkUlQ7k2BDUEQBEEQK528k92XGwpsCIIgCILIRNc0mLqGotHboUNvnx1BEARBED2BoWmolkxoWm/PAaPAhiAIgiCITHSt9yuiAApsCIIgCILIgaFrPW8cBiiwIQiCIAgiB7qmkWJDEARBEMTqgBQbgiAIgiBWDSvFY9P7oRdBEARBEMtOwdDRf7oFNl/72tewd+9eTE1NodFo4C//8i9hWRZuuOEGrF+/Hvv27cNnP/tZDA4OLuWPJQiCIAjiJPOpXzyv53vYAEsY2OzcuRN33XUXvvzlLwMAHn/8cQDA7bffjvHxcXziE5/A//7f/xuf+9zn8KlPfWqpfixBEARBEKeAKzYNLfcp5GLJQq+vf/3rKBaL+LM/+zNs374dAwMDAIAf/OAHuOqqqwAAV199Ne66667U91qWhVarFftDEARBEARxvCxZYHPw4EHs3LkTH/nIR/Dud78bb37zmwEA09PTqFarAICBgQFMT0+nvveWW25BX19f8Gd0dHSpTosgCIIgiNOI40pFOY6D6667LvXvl19+OQYHB3HllVcCAM466ywcPXoUtVoNY2NjqNfrABB8nWT79u246aabgq9brRYFNwRBEARBHDfHFdgYhoH77rtP+P/+5V/+Bf/4j/8IAGg0GigWixgYGMBrXvMaPPTQQ3jta1+LBx54ANdff33qewuFAgqFwgmcPkEQBEEQRIjmeZ63FAdyXRcf+9jHMDo6iiNHjuBXfuVX8Au/8AuwLAs33ngjNm3ahN27d+PWW2/NrIpqtVro6+tDs9lEpVJZitMjCIIgCOI0YMkCm6WEAhuCIAiCIE6E3i9IJwiCIAiCyAkFNgRBEARBrBoosCEIgiAIYtVAgQ1BEARBEKsGCmwIgiAIglg1UGBDEARBEMSqYUmney8VvAKdZkYRBEEQBBGlXC5D0zTp/+/JwKbdbgMAjVUgCIIgCCJGVo+7nmzQ57ou5ufnM6OyE4XPopqZmaEGgBnQa5Ufeq3yQ69Vfui1yg+9VvlZya/VilRsdF3HyMjISf85lUplxV3Q5YJeq/zQa5Ufeq3yQ69Vfui1ys9qfK3IPEwQBEEQxKqBAhuCIAiCIFYNp2VgY5om/uiP/gim2ZOZuJ6CXqv80GuVH3qt8kOvVX7otcrPan6tetI8TBAEQRAEcSKclooNQRAEQRCrEwpsCIIgCIJYNVBgQxAEQRDEqmH1uYZy8LWvfQ33338/ms0mfuM3fgMvf/nLl/uUepLdu3fjj/7oj3DFFVfgySefxFvf+la84Q1vWO7T6ln27t2Lyy+/HHfeeSde/OIXL/fp9DSPPfYYvv71r6NYLOL73/8+fvSjHy33KfUs27dvh+u6qNVqOOuss/DRj350uU+pZ3jqqafwvve9D7/0S7+Ej3/84wCA2267DTMzM5iYmMCHP/xhXHTRRct8lr1B8rW6//778aUvfQkXX3wxduzYgf/yX/4LrrnmmuU+zSXhtAtsarUaPvOZz+Chhx5Cu93Gi170Ijz22GPQdRKvkszNzeF3fud3cP3112NqagpXXXUV9u/fv9yn1ZO4rotbb70VF1988XKfSs/jOA5uvPFGfPe734WmaXjTm9603KfUs+zcuRN33HEHduzYAdd1MT4+jt///d9HX1/fcp9aT/D444/jZS97WfD17t27cccdd+DOO+/E/v378a53vQv33HPP8p1gD5F8rSYnJ3HDDTfgkksuwQMPPIAbbrgBP/zhD5fxDJeO0243v++++3D++edD0zRUKhX09/dj9+7dy31aPclVV12F66+/HgDbuKvV6jKfUe/y+c9/Hu9973tRKpWW+1R6np///OcA2JP1Jz/5SUxPTy/zGfUuQ0NDaLVacBwH9XodW7duRblcXu7T6hl+/dd/HYZhBF/ffffduPLKKwEAW7duxTPPPINut7tcp9dTJF+rX/7lX8Yll1wCYPXd3087xWZ6ejp2AQcGBjA9PY1zzz13Gc+q9/niF7+IW2+9dblPoyfZsWMHAOCKK65Y1vNYKRw8eBAPPvggvvGNb6BYLOJFL3oR7rjjDmzatGm5T63nGB8fxwc+8AG8853vxMLCAn73d3+X1GUFyft7tVrFzMwMNmzYsIxn1fv89V//Nf74j/94uU9jyTjtApuxsTHU6/Xg61qthrGxsWU8o97nK1/5CjZs2ED+Ggl33HEHAOAzn/kMDhw4gNtvvx2WZcVkXyKkWq3i/PPPR39/PwDgwgsvxMMPP0yBjYCHHnoI3/zmN3H33XfDtm1ccMEFeO1rX4uzzz57uU+tJxkbG8OePXuCr+v1OkZHR5fxjHqfz372s3jjG9+IF77whct9KkvGaRf6X3PNNXjuuecAAO12G41Gg24SCr761a9ienoa73//+/G9730PrVZruU+p59i+fTu2b9+Oj3/84zjjjDPwjne8g4IaBVdffTWmpqbAe4MePnwY27ZtW+az6k0OHz6MtWvXAmCdYkdGRii1ouDVr341HnnkEQDAgQMHcMEFF6BYLC7zWfUut912G7Zu3Yo3v/nN+Na3vrXcp7NknJadh7/2ta/hoYceQrPZxFvf+la84hWvWO5T6kkefPBBXH/99UGK5cCBA3j44YcxPDy8rOfVq3z5y1/Gn/7pn+K1r30tPvKRj+C8885b7lPqWf7+7/8ejz76KKrVKgYHB6nSR4JlWXjPe96Dbdu2od1uQ9M03Hzzzct9Wj3DP//zP+Mv/uIvUCgU8L73vQ+/+qu/ittuuw0LCws4fPgwPvjBD1JVlE/ytfI8D+9+97sDn83k5CSeeuqpZT7LpeG0DGwIgiAIglidnHapKIIgCIIgVi8U2BAEQRAEsWqgwIYgCIIgiFUDBTYEQRAEQawaKLAhCIIgCGLVQIENQRAEQRCrBgpsCIIgCIJYNVBgQxAEQRDEqoECG4IgCIIgVg0U2BAEQRAEsWr4/wDkliE9EYJfAgAAAABJRU5ErkJggg==", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.plot(grid.nodes[:,2],-a**2*curv)" - ] - }, - { - "cell_type": "code", - "execution_count": 385, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 385, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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BLFiwAGvWrMGaNWtw5MgRNpdKSMbgImPTYqfAJt28XtONDTPyUrZlCQC5Gjms3nDKno9kBtYqxNxuN3bu3IlTp04hEAhg6dKlOH/+PMTieOxUX1+PvXv34o033kBzczPuvvtuHDx4EA6HA1KpFKWlpYMe85lnnsGaNWvYWiIhGcfuC8HhD6c4sFGiwxVAJBpLepM3wo5udxAnW53433XTUvq8JnUWHfcmrGPtVefYsWOorq6GSCSCUqmEWq1GfX193/0HDhzA4sWLAQDl5eWoqalBKBSCXq/Hhg0bhnzMl156CU8++SR27dqFYHDodGU4HIbf7x/wRQiJa7D1HvVO8VZUjAHMbtpiSBf7ansgk4iwbqoppc9rVMkosCGsYy2wsVgs0Gg0ff9fq9XCYrEMe79Go4HVah328WbOnInt27dj8+bNyMnJwbZt24a8bseOHVCpVH1fRqORhf8aQoShweqDSASU5SR/TlRCKfWySTv7rvTgpgoDtIrkH/Puz6TOgtVHgQ1hF2uBjclkgsfj6fv/brcbJpNp2Ps9Hs+IQUh+fj4qKioAADfddBMOHjw45HXbtm2Dz+fr+xopWCIk01y1eFGuV0IulaTsOYuyFRCJQL1s0gTDMHi7zoK101KbrQFoK4okB2uBzfLly1FbWwsACAQC8Hq9qKyshNlsBgCsXbsWZ86cAQC0tLRgxowZyMrKGvbxdu7cCafTCQBoamrqC3KuJ5PJoFQqB3wRQuKu9ngx1ZT84Zf9ySRiFOkUlLFJE/VWHzpcQaypSn22O56xCdPQVMIq1vKOOp0OW7ZswZYtW+Dz+fDcc8+hqakJn//853H8+HFUVVVhw4YNePTRR9He3o7nn3++73uffvppNDc344UXXoBCocCCBQtQUlKCBx54AHPnzsXZs2fxgx/8gK2lEpIx6qw+zE3h8d2EUj0FNuniYL0VCqkYS0uzU/7cRlUWojEGzkAYOarhP+gSMh4ihmEEFSr7/X6oVCr4fD7K3pCMV/D9N7HlQ1X45urKlD7vxt+dQiTG4G9fWpLS5yXjt+kPZ9DhCuCtr92Q8uc+3ebE4mcOo3bLGkzL1Yz+DYSMAZ3FJESgXIEwutxBTDWmdisKoCZ96eS9ZjturEj+NO+hmHonfFt91MuGsIcCG0IEqr53qve0XC4CGxqrkA6c/jDqrT4sKkn9NhRwLbChAmLCJgpsCBGoqz1eiEXAFEPqt2RL9Up0uYMIRqIpf24yduc6XACAhUU6Tp5flSWBQiqmwIawigIbQgTqqsWLshQf9U4o1cd72bRT1obXzna4kKOUpbTP0fXoyDdhGwU2hAhUncXLyTYUEM/YAKCZUTx3pt2JBUW6lM6Huh416SNso8CGEIG6avFyUjgMAPkaOWQSEdXZ8NyZDhcWFnNTX5NAGRvCNgpsCBGoqxxmbMRiEYqpSR+vRWMMLnd5MK8w9X2O+jNSYENYRoENIQLkCoTR7QlhWoq7DvcXP/JNGRu+arH7EYrGUJ3Hbf8Yk0oGi5eOexP2UGBDiADVWeJHvVM9TqE/6j7Mb7WW+Ow+LoNfoLfGhjI2hEUU2BAiQHWW+FHvSoOKszVQkz5+q+3xwqCSwajmdpQB1dgQtlFgQ4gAXbV4UZ6jQpaUuz9x2orit9oeL6ZzVIPVX+JUFA3CJGyhwIYQAbpq8WKqibtsDQBU5Chh94fh9FP9BB9dtXg534YC4sXDMQZwBOj3hLCDAhtCBKiOB29aVb3PnxjtQPglnrHhfvAkjVUgbKPAhhAB4sOn8SkGJUQioN7q5XQdZLBgJIpmuw/TeZCx6RuESSejCEsosCFEYBJHvbk8EQUAcqkEJdkKytjwULPdjxgDVBq53a4EAKOKMjaEXRTYECIwiaPeXGdsAGCqUU0ZGx5q7h11Uc7hjKgEVZYEShkNwiTsocCGEIG5aklM9eb+03iVSdUXaBH+aLb7oZJJ+raBuEZHvgmbKLAhRGD4cNQ7oYoyNrzUbPejPEfJ6fDL/mgQJmET9698hBBW8eFEVEKVUYU2ZwDBSJTrpZB+mu0+XmxDJVDGhrCJAhtCBIYPPWwSppnUYBjQdhTPJDI2fGFUUWBD2EOBDSECU2/1cX4iKqE6TwOxCPig0831Ukg/8cCGH8EvQBkbIYnyoIM0BTaECIg7EEGXO4gqHhzjBQClTIJpJjUumF1cL4X0ikRjaHMGeJWxidfYUB8bIfjkC+/jqYP1nK6BAhtCBKTB1jvV28iPjA0AzC3UUcaGRzpcQURjDO8CG8rYpD9/OIp9V3qQq5Fzug4KbAgRkMQJpCk8ydgAwNwCLS5QYMMbLb0T18t4FtjYfCFebGOQiTvWbEcoGsPNlQZO10GBDSECUmfxojhbAaVMwvVS+swp1KLB6oMnGOF6KQRAm8MPsQgo1HL7qbo/o0oWH4RJA1PT2jv1VpTnKFHOcQ8tCmwIEZB6qw9TeZStAeIZGwC4SFkbXmh3BlCoU0Aq4c/LPw3CFIaD9VbcXGnkehkU2BAiJPVWX99Ubb6oMqqhV8pwrMXO9VIIgDZnAMU6BdfLGKBvECY16Utb4WgMJ1odWMXxNhRAgQ0hglJn8fLmRFSCWCzCqikGHGqwcb0UgnjGpkTPr8DGSBmbtHex0w1/OIblZXqul0KBDSFCEYxE0erw8+pEVMLqynhgwzBUHMq1NmcAxdn8CmyUMglUMgkFNmnsRKsDKpkEM/M0XC+FAhtChKLJ5keMiQ+e5JvVlQZYvCFc7vJwvZSM1+b0o4RngQ1AR77T3clWBxaXZPOidov7FRBCWJE46l3Fw4zNouJsaOQS7L9q4XopGS0aY2B2BVGSzZ+j3gkmdRasXjoVla5OtDiwjAfbUAAFNoQIRr3VB6NKBr1SxvVSBpFKxLhjdgF+d6qN66VktG5PEJEYw7utKKA3Y0PFw2nJF4riYpcHS0v1XC8FAAU2hAhGvHCYf9mahK8sK8WpNifOddB4Ba60OwMAwMutKKNaRltRaepipxvRGIOFxTqulwKAAhtCBCM+/JJ/9TUJN1cZUWVUYeeBOq6XkrHaegObIh4GNlRjk77OmV1QysS8+WBFgQ0hAlFv9fHmhWUoIpEIz94+G38624EfHW6kE1IcaHP4YVTJeNWZOsGkyoKVApu0dN7swtwCHSRiEddLAQBIuV4AIWTyojEGDVYf73rYXO+2Wfl4+JZpeOCVi/jRkUYsLdXjlukmbFpcAhkPTlMIXbsrgBI9/wqHAcrYpLNzHS7MK9JyvYw+9EpCiACYXQGEojFU8jywAYDv31qNM99chY3zi2DzhfH1v36AtT87Rp/WU6DNwb+uwwlGdRZs/jANwkwzDMPgvNmN+YX8qK8BWM7Y7NmzBydOnIDP58Odd96J1atXD7j/2WefhdVqhdlsxje/+U3MmjULAPCvf/0L3/jGN/D73/8eK1asAACEw2Fs3rwZBQUFaGpqwq5du6DT8ecHRwifJCY2l+fwP7ABgAXF2VhQnA0AON/hwkd/fQL3/+0CXt60mOOVCVu7M4BpufzcrjSps8AwgN0f7huxQPiv1RGAwx/GPB4FNqxlbNxuN3bu3Ildu3bhqaeewv33349YLNZ3f319Pfbu3YtHH30U27dvx/333w8AcDgckEqlKC0tHfB4u3fvRl5eHrZu3YqVK1fiqaeeYmuphAhOiz0+sblIx5+JzWM1r0iHX2+chz3nzHjlg06ulyNofJwTlUCDMNNTYrjtnEIBbkUdO3YM1dXVEIlEUCqVUKvVqK+v77v/wIEDWLw4/mmsvLwcNTU1CIVC0Ov12LBhw6DHe+utt7BkyRIAwLJly7B///4hnzccDsPv9w/4IiTTtDj8KM7m18Tm8bi1Og93zMnHD96uH/1iMiEMw8S7DvNsTlSCSR3vv0RbkunlcrcHeZosGFT8ybKx9iposVig0VybEaHVamGxWIa9X6PRwGq1junxrn+s/nbs2AGVStX3ZTRyPzKdkFRrdQRQxtOi0LH6xqpKvNdsx/utDq6XIkgOfxj+cIyXXYcBwKiijE06utzt5sV8qP5YC2xMJhM8nmtzYNxuN0wm07D3ezyeEYOQ/tdf/1j9bdu2DT6fr+9rpGCJEKFqcfhRlsPPN6yxWl1pwLxCLX72XjPXSxGkRA8bPnYdBgCFTAJ1Fg3CTDeXuzyYmc+fbSiAxcBm+fLlqK2tBQAEAgF4vV5UVlbCbDYDANauXYszZ84AAFpaWjBjxgxkZQ2fulq3bh1OnToFADh58iTWr18/5HUymQxKpXLAFyGZpsXuT/uMjUgkwhcWFePvH3QiHI2N/g1kXPjcdTiBjnynF4ZhcLnbI9yMjU6nw5YtW7BlyxZ8+9vfxnPPPYempibccccdAICqqips2LABjz76KHbs2IHnn3++73uffvppNDc344UXXsDZs2cBAJs2bUJ3dzd27dqFo0eP4sEHH2RrqYQITosj/QMbAPjU3ELYfGG8U0+ZV7a1OQNQZ0mgU/C3fZlJnQUrzYtKGz2eEGy+MGbm8yuwYfU3fOPGjdi4ceOA244fP973vx944IEhv+9b3/oWvvWtbw24TSaT4ZlnnmFzeYQIkicYgc0XTvutKACYalJjXqEWfzlvxvrpuVwvR1DaegvMRSJ+dIcdSjxjQxO+00VNd7xcRLAZG0IIN1p7e9gIIWMDAHfMKcBrNd00coFlLY4Aynke/BpVNAgzndT0eKDOkvCubosCG0LSHN+LQsdr/TQTWh0B1Fm8XC9FUNJhu5JqbNLL1R4vppnUvMsCUmBDSJrrcAYgl4phUMm4XgorlpflQCWT4K2rVGfDpnQoMKcam/RSZ40HNnxDgQ3hlfMdLtz+25O4/bcn8V6TnevlpIUOVxBFOn7XToxHllSMm6sM2H+1h+ulCAbDMGnREoAyNunlao+PlyM6KLAhvHGwzoKlzx6B2RWAxRvCh395DCdaKLgZTYcrkJajFEaybqoJb9dbEaOBiKzo9oQQjMTSoMYmC3Z/GBE67s97sRiDesrYEDI8izeEL/zhDDbMyMXR/7oRb3/tBiwuzsYDr1ykItJRxAMbYdTXJKybZoLNF8bZDhfXSxGEFnt6FJj3H4RJ+K3NGUAgEsNUCmwIGdoj+66AAfCbz86HVCJGllSMHRtm4FizA4cbbFwvj9c6XAEUCaRwOGFeoQ4mdRZtR7EkMf2dr3OiEmgQZvq42lvcTxkbQobQ6vDjl8dbsX3dtAGD1G6cYsCNFTl49kgjh6vjvw5nUHBbUWKxCGunGqmAmCXNdj8KtHLIpRKulzKiRGBj9VHGhu/qLF5o5VLkafgz/DKBAhvCuR8eakCeJgtfWV466L7PLyzGvis9CEaiHKyM/2IxBmZ3AIUC24oC4se+Dzda6d+eBelw1BsAjL0Tviljw391Fi+mmlS8PLRAgQ3hVCgSw+5T7bh3edmQnyZvm5kHbyiKQ7QdNSSrL4RwlBFcjQ0ArKkywh+O4f1WJ9dLSXtNNh/vC4cBQC6VQCOnQZjpoNHmQ6VBxfUyhkSBDeHU3stdsPpCuHtJyZD3lxtUmJ2vxd7L3SleWXowu4IAILitKCA+XqFAK6eglgVXLV5eHssdiklFR77TQYPNh0ojBTaEDLL7VDvWTjWhfITI/6Mzc7HvChWRDqXDFe86LMSMjUgkwupKAw41UJ3NZERjDOosPkznYZHnUEzqLFgpsOG9BqsPUyhjQ8hAwUgUb9T24NNzC0a8bmWFATXdHjjpCOggHa4AlDIxryc2T8bqSiPebbIjSv1sJqzF7kcoGsP0XH4NKhwONenjP7svBGcgQhkbQq73Tr0N3lAUt83MH/G6ZaV6AMD7bVRrcb1uTwj5GjkvC/jYsLrSAHcwgnPUz2bCai3xCczT02QrykiBDe812HwAQBkbQq736uUuzCnQjtrmvShbgeJsBU60OFKzsDTS5Q4iXyu8+pqE2fla5ChltB01CVd7vDCoZDCq+XcsdygmdRYsNC+KFec7XNj0hzOYs+sdfOzXJ1jr5N5g9UEkAm8L0imwIZzZd6UHH52RN6Zrl5Zm40QrjVe4XpcniDyNcAMbsViEVZUGKiCehFqLN22yNQBtRbFlz9kOLPvREXzQ6cbHZuXBGYjghh+/i3980Dnpx260+VCSreBtXyRhbswT3ut0BVDb48WaKuOYrl9WmoOfvEuN+q7X7QlhioGfn5rYsnqKAY8fqAPDMILdckum2h4vppvSo74GiJ+Ksnqpnm4yaro9uOflc7hnaSl+fMdsSCVixGIMvrLnHL665xyWl+kn1fuKz4XDAGVsCEfebbJDJAJWVuSM6fqFxTp0uIJ0WuI6XW5hZ2yAeAGx1RfG5S4P10tJOwzD4LzZhZn56RPYGNUyGoQ5Sff95Txm5Wvwo96gBohnP390xxyos6T4vzevTurxG21+3vawASiwIRw50mjDvEIdspWyMV0/K18LALjU5U7mstJOtyeIfIEHNguLdVBnSWg7agJaHQGYXUGsKNNzvZQxS4xVsNFYhQk50+7EoQYbdt42EzLJwLd4rUKKB1ZNwe7TbXAFJv7zbbB5KWNDyPUON9pw0xizNQBQqldAI5fgEn1q7xONMbB4Q4IuHgYAqUSMGysMONRIBcTjdazZDrEIWNp7sjAd0CDMyfnJu02Yla/B2qlDb/Pfs7QE0RiD373fNqHHj8YYNNv9vD3qDVBgQzjgD0dxtsOFG6cYxvw9IpEIs/K0lLHpx+INIcaAl0Po2JYoIGYY6mczHsda7JhXqINanj7llBTYTFwoEsPLZztw34ryYevRclRZ+PTcQrx8zjyh52h3BhCOMhTYENLfBbML0RiDxSXZ4/q+WfkaXKSMTZ9uT3ycgtC3ooB4AXG7M4DG3v4ZZGzea7ZjRfnYM6N8YFJnQSwCOt1BrpeSdt5rtvf2Bhv5tOltM/PwXrMd9gkcq2+wegHwt4cNQIEN4cDpNhc0cgmmGsd3BHVWPmVs+uvqfeEX+lYUACwr0yNLIsZhqrMZsx5PEKfanLhpSnoFNjKJGPlaOdqcAa6XknberO3BFIMKVaOMz/hwdS4YhsGbtZZxP0ejzQ+FVIwCHr/uUGBDUu5MhxMLirIhFo/v6O6sfA3MruCEPmUIUbcnBIlYhJwxFmCnM4VMguVlehxqpMBmrH51vBXqLCk+OaeQ66WMW0m2Am1OP9fLSDtv1Pbgw9NNo15nUGVhRXkOXqsZ/3DhxPBLPrdeoMCGpNzpNicWFevG/X0z8uJHVq9avGwvKS3Fm/NljTtATFc0EHPsvMEIfvpeE+5ZWgJVFj+bqI2kJFuJdsrYjIsrEMb7bU6snzZ6YAMAH56ei4P14/97arDy+0QUQIENSbFwNIYLnW4sLB5ffQ0AlOUoIRGLUGehOgsgXmOTmyZt8tmwutKIOosPHfSGNyyrN4QfHW7Eih+/C28oiv++cQrXS5qQ4mwFbUWN03mzGwwz9hNwN5TnoNnuh9k1vp9zo81PgQ0h/dX2eBGMxLCgaPwZG5lEjIocJeqtlLEB4qdGcjOgcDjhhvIcSMQiHKbtqCFdMLuw6IeH8d19VzDFoML7D6zCFB6fXBlJSbYCbQ4KbMbjTLsTeqVs1Nl7CcvL9BCJ4gXH41Fn8aKK579XFNiQlLrU5YZYBFTnTawTapVRTRmbXhZvqO9obCbQKqRYVKyj7ahhfOOVi8jTZKF+61r888tL0zaoAYASvQIdrgBiMTreP1ZnO1xYUKQbc+1LtlKG2flavNc09sDGHYigxxvC1FGKk7lGgQ1JqctdHkwxqKCUTWzff6pJRRmbXhZvGCaV8AuH+1tdaaQOxEO41OnGgTorvn/rdEEEu8U6BSIxpq+lARnd2XbXuDPhN5TnjCtjk3jtpYwNIf1c6vb0jUeYiCqjGnVWytgAmbcVBcQLiD/odNPMsOv87FgzKo0qfKR65P4l6aJEH99OoTqbsQlHY/ig0z3uwGZFuR6n2pxjnstVb/VBJOJ3DxuAAhuSYpe63Jg1iYF8U00qdLmD8AQjLK4qPWXaVhQA3NTbrfoI1dkM8GatBZ+ZVyiYE3LF2fHJ0xTYjM2Vbg9C0RjmjzOwWVicjUAkhtqesWXB661eFOsUUEww454qFNiQlIlE439Ak83YAPFPDpksGmNg82VeYGNQZWFOgZYKiPtx+MOo6fakXYfhkShlEhhVMrQ6qJfNWCRaYEzPHd+Hxln5GkjFIpzpcI7p+jqLj/f1NQAFNiSFGm0+BCMxzJxg4TCAvvkkDRleZ+PwhxFjkHGBDRDfjqIOxNecbHUAiJ9yEZJKowoNGf4BZqyuWrwozlaMu2eRXCrB7AItzrS7xnR9vZX/J6IACmxICl3ujs95mjGJwEYpkyBXnYWWDP8klxgQmImBzdJSPc6ZXQiPsS5A6I4121GqV6BQp+B6KayaalKjjppxjkmdxYdpE8ykLCjS4WzHWAMbX1/WnM8osCEpU2fxoUArh1YxuUnD5TlKNNspsAEAkzqzTkUBwOKSbAQjMVzspLlhAHC8xYHlZcLZhkqYSgcFxuyqxYuppollUhYW63Cm3QmGGflofSgSQ6vDTxkbQvqrs3gn/KmiPwpsgJ7ewMaoyryMzcw8DZQyMU61ja0uQOjOdriwpGT8nbz5bqpJjQarD1HqZTOqOot33EOFExYWZcPmC49aqN1k9yHGAFUTDKBSiQKbDGP1hvDIvit49VLXqBE62+KfKtgIbFQZH9hYvCFo5BLen05IBqlEjPlFOgpsAPhCUbQ7A5iey//tgfGaalIhFI2hLcO3nUfjD0fR5gxg2gR/BxInqc60j/z3lNgWpK0owiuxGIMv/OEMnjhYj4//5iR+c6I1pc9PGRv2WLwhmDIwW5OwuDibAhtcK6JPh5Mq45XIQNB21MjqewOOiWZsspUyVBpVoxYQ11t9MKpk0Cv5v/3NamCzZ88ebN68Gffffz8OHTo06P5nn30WDz/8MO69915cunSp7/bt27djx44d+OpXv4qOjg4AwMGDB7FgwQKsWbMGa9aswZEjR9hcakb67clWvHXVggNfuwFfu6EcD++7Am+K+sEEI1G0OPwT3gfuryxHCYs3BF8oysLK0lMm9rDpb1FJNs6bXRm/TXE1jT5Fj1euJgsauYQ6jY8iEfhNpvYlXkA88geFdCkcBoDJVXH243a7sXPnTpw6dQqBQABLly7F+fPnIRbHY6f6+nrs3bsXb7zxBpqbm3H33Xfj4MGDOHDgALq6uvDLX/4S77zzDrZu3YoXX3wRAPDMM89gzZo1bC0x4/3qRAs+M78QK8pzMMWgwovvt+J3p9rw9ZUVSX/uRpsfMYadT5blvUPeWhz+SZ2wSmcWbwjGDA5s5hboEIjEUG/1jrt3h5DUWXwTOuabDkQiEaYa1bg6xuZxmarF7keuOgtq+cTfzhcWZ+NXx1tGvKbe4k2L+hqAxYzNsWPHUF1dDZFIBKVSCbVajfr6+r77Dxw4gMWLFwMAysvLUVNTg1AohLfeegtLliwBACxbtgz79+/v+56XXnoJTz75JHbt2oVgcOiZIeFwGH6/f8AXGexKtwfHmh340pJSAEC+Vo4NM/Lwjw+6UvL8iReniaZL+0sENs32zE1RW70hGDNsTlR/ie7VH2T4yag6qxdT0+CUykTNKdDiQob/G4+mxeFHqX5sE72Hs6BIh2a7Hzbf8KNK6tIoY8NaYGOxWKDRXPvkpNVqYbFYhr1fo9HAarUOuF2pVMLhcAAAZs6cie3bt2Pz5s3IycnBtm3bhnzeHTt2QKVS9X0ZjUa2/pME5aXT7SjSybFumqnvtttnF+Dteguc/nDSn7/e6kWeJmvSR70BIEcpg0Yuyeg6G7s/DEMG19io5VJUGlX4wJzZb3p1LBXk89V4eqxkqlaHH2U5k+thtLA4XkB8bpifdSzGoNHmS5sgmrXAxmQywePx9P1/t9sNk8k07P0ejwdGo3HA7X6/H3q9HgCQn5+PiooKAMBNN92EgwcPDvm827Ztg8/n6/uyWq1s/ScJyr9ruvHxWfmQ9Jsl89GZeYjGGOy70pP052+0+fq6Bk+WSCRCuV6FlgwObGy+MAwZnLEB4p/mMz5jM4nGbOlgfpEOXe4gOl00M2o4LQ4/yiaZsSnSKWBSZw1bQNzq8CMYiaVNEM1aYLN8+XLU1tYCAAKBALxeLyorK2E2mwEAa9euxZkzZwAALS0tmDFjBrKysrBu3TqcOnUKAHDy5EmsX78eALBz5044nfFipqampr4g53oymQxKpXLAFxnI6g3hVLsTt0zPHXC7SZ2FG8pz8EZt8gObJrsfFTnsRftlOYqMz9jkpMHphGTK9MAmFImh1eln7QMDHyWOIlPWZnitjsCkt6JEIhEWFg9fQJzYDpxdMPE5f6nEWvGwTqfDli1bsGXLFvh8Pjz33HNoamrC5z//eRw/fhxVVVXYsGEDHn30UbS3t+P5558HEA94Dhw4gJ07d6KhoQGPP/44AKCkpAQPPPAA5s6di7Nnz+IHP/gBW0vNOAfqLBABWDt18DbdTVMMeOVi8utsmmw+fHRmHmuPV56jytjOswzD9GZsMncrCogHNj94ux7BSBRyqfCKZ0fT4QqAYTDpT+t8lquRozhbgXMdLnxkBnuvH0IRjsbQ4Qqw8juwsCgbr9V0D3nfBbMbpXpFWhz1BlgMbABg48aN2Lhx44Dbjh8/3ve/H3jggSG/77HHHht021133YW77rqLzeVlrP1XLVhSokfOEG+EN1YY8IO36+PFqEk6ZcMwDBptfkwxsPfJsjxHidcuD/1HKHS+UBShaCzjt6Jm5WsRjTGot/gwK00+SbIp0Sm2RC+sGVHXW1CkwxnK2AypwxkPbiebsQGABcU6PHWoAf5wFMrrGn9e6HRhboFu0s+RKtSgLwMcbrBhTdXQRdU3VMRnzLzXbE/a89v9YbiDEVa3ospzlGh3BRDJwEGI9t5i70zfikoUMl7p8YxypTC1OfyQiEUo0Ao7sFlWqsfRJprmPpTEMODJFg8D8SPf0RgzZCb8gtmNuYXp8+GBAhuBc/jDuNzt6QtgrmdSZ6E6V413k/jC0WSL//FVGNhLmZfnKBGNMehwDd0GQMhsvnhgk+kZG7VcilK9ArUZ2uekzRlAoVY+4ECAEK2qNKDVEUCzLXPbOwyn1RGAlKXgdppJDXWWBCdbHQNuD0ViqOn2UGBD+ON4SzwTs6JMP+w1N5Tn4FizI2lraOx9QWKzFiDxWJnYyybRayLTa2wAYHquBlcyNLBpdfgFvw0FAMvLciCTiHC4kbI212t1+FGcrWAluJWIRVhZkTPo51zT7UEkxtBWFOGPY80OVOQoUaAb/gVwSakep9udiCWpPX2TzYcinZzVgY2FOgWkYlFGnoyirahrqnPVqM3UrShnACXZwi0cTlBlSbCkRI9DDRTYXK/DFUDRCK/t43VzpRHv1FsHDEh+t8kGdZYEM/PTp8M3BTYCd6zZjhXlQ29DJSwuyYYrEEnaTJYmux8VLBYOA/FPF6X6zByGafOFoc6SIEtKf77Tc9UZm7FpcwRQki38jA0ArJpioIzNEMyuIAp1ctYeb3WlAR2uIBr6DR49UGfFqikGyCTp83qTPisl4xaLMTjW4sANowQ284t0kIhFSZuW3GjzoSKH/U+WmTrlO951mLI1AFCdq4HFGxqxFbxQtTn9GRPYrK40oKbbg2535tXUjcTsDqJQy15gs6xMD7lUjHca4o1uYzEGB+utWDvVNMp38gsFNgJWa/HC4Q9jRbl+xOuUMglm52vwfpICmyaWj3onlOmVaHVkXmBj81FzvoTpufFOqJlWQByOxmB2B1k55psObpxigEgEHKHTUQOYXQEUsrgVJZdKsHaqES+fjTfWvdjlhsUbwoeG6IHGZxTYCNixZjvkUjEWFGWPeu3iEn1SMjYMw6DJ7mN9KwoAynKUfccdM4nNF6LC4V5leiWkYlHStlH5yuwKgmGA4gzJ2OiVMswr1FGdTT8Mw7C+FQUA9y4vwxu1PWi0+rD7VBtM6iwsLB79PYRPWG3QR/jlvWY7Fpdkj6kWY3FJNv56wYxYjIGYxeOjFm8I3lA0KVtRZXoFWhx+MAwDkUjYR177o62oa6QSMcpzlKi3ZNbpOHPv7CQ2C0f5btUUAw5TYNPHHYzAF46ikOU+Rh+blY8CrRz/9fcP8FadBT+4bUbatRSgjI2AHWu2j1pfk5CsAuJrPWzYz9iU56jgCUbhSMF0cj6hraiBqoxq1FszLLDprTVh+9M6n62uNOBshxOuQGb9vQ/H7ErO74BMIsZzn5qDc2YXKnKU+PoNFaw+fipQYCNQ7kAEH3S6R+xf01+yCoib7D6IRMmZZ1OWk+hlk1nbUTTZe6AqowoNGda8zewKQK+UsdpCge9WTTEgxgBHm5LXJT2dJLJ2bNbYJHxqbiGa/nctznxrdVqevky/FZMxOdnqQIzBqEe9E5JVQNxo86FYp0jKH0dpb31BptXZxLeiqMYmocqoyrgam06WT8OkgwKdAlNNKjr23cvsDkIiFiE3STP+pBLxoJlR6YICG4E61mJHSbYCJePIlCSjgLjJxn4PmwS1XAqjSoaWjMvYhGgrqp9KowpmVxC+UJTrpaSM2RVEQYYFNgCwutJIBcS9zK4g8jVZrNZECgUFNgL1XtPojfmut6Qkm/UOxE325PSwSci0k1HRGANnIEJbUf1UGeNHvhsyKGsTP+abeYHNqikGnGhxIBDOnCB2OGwf9RYSCmwEiGHG1pjveskoIG5MUg+bhDK9Ei2OQNIen28ShdK0FXVNZe+U70yqs+l0BzPyTW1lRQ5C0RjOm11cL4VzbDfnExIKbASozuKFxRsatTHf9eaxXEDMMAyabD5Wp3pfryxHmVFbUYkOu7QVdY1GLkW+Vp5RJ6My9U2tyqiGQirGxc7MnA/WH2VshkeBjQAdbrRBIRVjccn4miqxXUDc5Q4iEIklNWNTrldm1IRve1/GhgKb/ioNKtRbMmMrKhZj0OUOoiADt6IkYhFm5GlwscvN9VI4l4zmfEJBgY0AHWqwYUV5DuTS8Ve0Lyllr4C4qTeTktStqBwlzO4gQpFY0p6DT2w+muw9lPjJqMwIcK2+ECIxhvXGbOlidoEWFzspsIln7TLzd2A0FNgI0Dv1VtxcaZjQ9y4uZq+AuNHmg0QsSuqgvjK9EgwDtDszo87G5gtDIhZBp6Cm4f1lUi+bZDVmSxez87X4IMMDG3843pg0E7N2Y0GBjcC02P1osvuxunJiQ8uWlMYLiGtZSOs32fwozVZAmsRx94kmfZlyMsruj3cdzqQREmNRZVKj0eZDlMUTfXxldievMVs6mF2gQZszAGeGdRzvrzMR3GZgndVYUGAjMIcbrZCKReM+6p2woCgbSpkY77LQBKvRlpzhl/3la+SQSUQZE9hQD5uhVRpUCEcZtGXA74HZFYRCKkZ2hmbtZudrAQCXujK3gDjTg9vRUGAjMIcabFhaqocqa2IdI7OkYiwvy8ERFgKbJrsvqfU1ACAWi1Cqz5yTUTROYWhVvUe+M6HOxuwKoihbkbFZuykGFbIkYtRlUN+i63X0br1nYpPGsaDARmAONdiweoL1NQk3VuTgSBNLGZskNudLiJ+MyozAhiZ7Dy1fK4c6S5IRdTYdrkBGb0GIxSKU5SjQlAH/1sMxu4MwqmRpOccpFeinIiBd7iBquj2TDmxummJAncWHTtfEC3JjMQbNdj+mGJObsQEyq/swTfYemkgkQmWGzIyi/iVARY6q79RlJoof9c7s34GRUGAjIIcbrBCLgBsrJhfY3FCeA4lYhHcmMZOlwxVAOMqkJGNTlkFbUTQAc3hVRhXqLcL/FN/hCqIow0/DVBiUmZ2xydCRGmNFgY2AvHnVgsUl2cie5Cf6bKUMy8v02HelZ8KPkYoeNgmJjA3DCP9EjM0Xoq2oYVQa1BlSY0MZm4zP2FAPmxFRYCMQDMPg9ZpubJiRx8rj3To9F/uudE84WGi0+SCTiFLyAlymV8IbivZ15RUy2ooaXib0smEYpjdjk9lvahWGeJY2E473D4UyNiOjwEYgLna60eoIsBfYVOeiwxWccIfPJpsP5TlKSMTJP7nR18tG4J/gGIahragRVJlUcPjDffO0hMjuDyMUjWX8m1p5jgqRGIOOSdQBpjMzBbcjosBGIF6v6YFRJcPSUj0rj7ekVA+jSoa9l7sn9P2NNj8qcpK/DQUApb2djYV+MsofjiEYidFW1DCqjGoAEHSdTeKYb6a/qSVq9zKxziYcjaHHG8r44HYkFNgIxOs13fhwdS5rGRKJWIQ75hTgz+fNE/r+Jlvye9gkqOVSmNRZgj8ZRZO9R1amV0IsgqBPRpndmT1OIaFQp4BMIsrIOpvO3t+BTA9uR0KBjQC4AxEcabLhoyxtQyVsnF+EU21ONEzgjSLedTj5J6ISMuFkFE32HlmWVIwyvVLQBcRmVxByqTjjg9v4DDrh/80PxexKdB3O7OB2JBTYCMBbdRZEYgxurc5l9XE/NNUIg0qGPefGl7UJR2NodQZSlrEBgLIcRQZkbBKBDdXYDKfKJOyTUYnmfJnadbi/Qp28700+k1wbgkoZm+FQYCMAr9d0Y0lJNnI17EbwMokYn51fhBdOto7rdFRiGOE0k5rV9YykTC/8Jn2JjE2mf1ofyXSTGrU9wp0hREe9rynUyvu2ZTJJhysAvVIGpWxiY3MyAQU2aY5hGPy7pgcfqWZ3Gyrhy8tKcaXHi/ea7WP+ntqe+NbV9NwUBzYCT0vbfCGosyTURn0Es/I1uNTlEWxPI2rOd02hTtFXc5RJzK5gRo/UGAt6hUxzV3q8aHH4Wd+GSlhcko15hVr8+kTr2NfU7UGhTg6dInWZhbIcJczuIIKRaMqeM9VoAOboZuVrYfeH0SXQNzzK2FwT34oS5r/zSMzuAIqy6XdgJBTYpLl9V7qRrZBieZk+KY8vEonw5WWlePlsB9yByJi+50qPF9NTuA0FAJVGFRgGaLIJN2tj91NzvtHMytcAAC51CXM7qsMVpKLRXgVaOTrdAcFm54bT4aSMzWgosElz+670YN00E6SS5P1T3rWoBOEogz+f7xjT9bU9HlTnaZK2nqH09TAR8FHfeMaGCodHkq+VI0cpw6WuiTWW5DOGYWB2BeiYb69CrQL+cAyuMX7gEgqzm34HRiNl88H27NmDEydOwOfz4c4778Tq1asH3P/ss8/CarXCbDbjm9/8JmbNmgUA2L59O5RKJRobG/Hoo4+iqKgI4XAYmzdvRkFBAZqamrBr1y7odDo2l5v2AuEoDtZb8czts5P6PEZ1Fm6fnY9fn2jFl5eVjXr9lR4vPjG7IKlrup5eKYNBJUODgE/E2HwhytiMQiQS9dXZDOev58145WInnvr4LNYL7pPJ4Q8jEKGuwwmJn4PZHZz0fLx0Qlm70bH2Md/tdmPnzp3YtWsXnnrqKdx///2IxWJ999fX12Pv3r149NFHsX37dtx///0AgAMHDqCrqwvbtm3Dpk2bsHXrVgDA7t27kZeXh61bt2LlypV46qmn2FqqYBxptMEfjuHW6cmpr+nvK8tLcbTJjprukVP8rkAYne5gSguHE6qMKkEf9Y2PU8icF/CJmpWvxcVhMjZn25246w9n8JfzZix99ghCkdiQ1/FRop6EPq3HJWqNOjPoyHckGkO3J0h1VqNgLbA5duwYqqurIRKJoFQqoVarUV9f33f/gQMHsHjxYgBAeXk5ampqEAqF8NZbb2HJkiUAgGXLlmH//v0AMOzt1wuHw/D7/QO+MsW+Kz2ozlWjPAX9YtZPy0WpXoHfnGgZ8bqLnfHAZ2aKt6IAoNIo7B4mVDw8NguLdTjd7kQkOjho+cYrF7G4JBtnvrkazXY/DjVYOVjhxFzrOkxvagBgUmdBLEJGnYzq9oTAMKCTcaNgLbCxWCzQaK69mWm1WlgslmHv12g0sFqtA25XKpVwOByDrr/+sfrbsWMHVCpV35fRaGTrP4n39tX2JO001PUkYhG+tKQUL77fhvAQbxgJZ9qd0CmkKW3OlxDP2Ai7xiZHSTU2o1lZYYAnGMUH1w1wvdTpxjsNNmxbNw3VeRrMztfiX5e6OFrl+HW4ApBJRDBScAsg/pqUr82sk1EdfV2HKbgdCWuBjclkgsdzbZvC7XbDZDINe7/H44HRaBxwu9/vh16vH3T99Y/V37Zt2+Dz+fq+rNb0+QQ2Gd3uIC6Y3bglBdtQCfcsLUW3J4TXRhiMebrdiYVFOohTMNX7elVGFRqsPsGekqCtqLGZU6CFTiHFu00Dey/97FgzphhUfR8GPjE7H/+82JU2vy9mVwCFWgV1He6nUKtApztztqL6ug7TqagRsRbYLF++HLW1tQCAQCAAr9eLyspKmM3xdvxr167FmTNnAAAtLS2YMWMGsrKysG7dOpw6dQoAcPLkSaxfvx4Ahr39ejKZDEqlcsBXJni3yQaRCLixIidlzznFqMLaqcYRe9qcaXdhYXF2ytbUX6VBhUAkJshPcNEYAwcFNmMiEYuwoiwH7zbZ+m7zBiP43fttuG9FWV/QfdvMPDTZ/bhqSY8sHxWNDpavzcqo7sNmdwA6hRRqOavnfgSHtcBGp9Nhy5Yt2LJlC7797W/jueeeQ1NTE+644w4AQFVVFTZs2IBHH30UO3bswPPPPw8gHvDk5eVh586deOmll/D4448DADZt2oTu7m7s2rULR48exYMPPsjWUgXh3SY75hRokZPi479fWVaG12q6h5zREorEcKGTu8Bmem5861KILfWdARqnMB4rK3JwpNHWl43509kO+MJR3LO0tO+ahcXZEIkwaMuKr5psPpTnZMYHt7HKVcth8Ya4XkbKdDgDlK0ZA1bDvo0bN2Ljxo0Dbjt+/Hjf/37ggQeG/L7HHnts0G0ymQzPPPMMm8sTlCONNtxYYUj5835ybgG0f5fid++3YcvaqQPuu9TlRjjKYFExN8fyC3VyaOVSXOnxYs3Uobcu0xUNwByfj8/KxyNv1OJAnRUfqjLiuaNN+I95hcjr96agypKgIkeFi51ufGpuIYerHZtGmw8bZiRndEq6MqmzcLk7PQJTNpjdQToVNwbUoC8N+UJRnG534qYpqduGSlDKJPj8wiL8ZojBmIcabNDKpZjBwYkoIN7DZEaeetQj6enI2vuplApHx2ZRSTZWTTHg6Xca8ItjLThvduM7a6oGXTd7lJ43fMEwDBptfk6K8vnMpM6CxRvmehkp0+EM0HbkGFBgk4ZOtzsRjjJYWZ76jA0Q346q7fHiUINtwO17L3fjw9OT2wV5NDPyNIIMbChjM36b11TitZpufP1vF/Ct1VOwYIgt0pF63vCJzReGOxihwOY6uZos9HgzqcaGetiMBQU2aehUmwMGlQwVBm722xcW67C8TI9nDjf03eYNRnCw3orbZuZzsqYEwQY2/hCkYhE0cgnXS0kbn5hdgGP/fSN2f24BHr21eshrZhdocaXbO2TPGz5ptMX7M03h6G+er0zqLHiCUQTCwh1+2x+N1BgbCmzS0PutTiwuyebs2KdIJMKDN1filYtduNpbqLv/qgWhaAwbZqTu+PlQZuRp0OzwwxcS1gtdojkfHfUdn+XlObhrcQkUsqEDwln5GoSiMd43dmy0+SASxafYk2tM6ngG0+oTfgFxNMag000n48aCAps0dKotHthw6ZNzClBlVOG//3ER4WgMj755FeummVDA8aeJGbkaMAzS5gjvWNEAzORIdMjme5av0eZDsU4BuZQydv3l9gY2PR7hBzZd7iBiDI3UGAsKbNKMJxhBTY8Hizk6Up0glYix+3MLsf+qBfOeOoQLnS78KMnDOMeiyqSCVCzCxTQ5wjtWVl+ICoeTQC2XIledhWY7v0exUOHw0BIZm0w48p34Ha2grN2oKLBJM2fanWAYYEmpnuulYEV5Dv7yxcVYXWnAS59biFkFWq6XBLlUgpn5GpzrcHG9FFZRxiZ5ynKUaHHwO7BpsPoosBlCjlIGsSgzApsmuw8SsQjF2ZSxGQ21L0wz5zpcyFZIedOo6445BbhjTgHXyxhgQZEOZwUX2ISQp6G99WQo0yt5n7E5Z3bhlumVXC+Dd8RiEYyqLPRkQGDTbPejWKfg9NRpuqCfUJq50OnG3EIdFZGOYEFRdm9mKz1mAI0FTfZOnvIcJVo4DGwYhsH/vVmLXW/XD3k6y+wKoMsd5KyjN9/Fe9lkRmDD1UnYdEOBTZr5oNONuTzY8uGzBUU69HhDgpohQ1tRyVOWo0Qzh1tRP3+vBQ/vq8X2f1/BZ186Pej+M+1OAPE2C2SwTAlsaKTG2FFgk0YYhsEHnW7MocBmRPOL4m8AZ9uFsx1l9YVgoDlRSVGmV6LLHeSkF0owEsW3917Clg9V4ZV7luBvFzrxTr11wDVn2l0o0yspsB2GSZ2VEaeimu1+VORQndVYUGCTRlrsfrgCEcwtpMBmJEZ1Fkr1Cpzq/aSb7mIxBnZ/GEY1vbElQ+JTcJtz8GDXZDvcYIMnGMV9K8rxkRl5WD/NhIdeuzxgG/VMuxMLKFszrFyN8DM2DMOg2e6njM0YUWCTRi70HmGmjM3oVlYYcKTRNvqFacAZCINhQDU2SVKmj79ZcFFA/HpND2bkaTDFGP8k/n8fqcaxZkdf1iYWY3Ci1YFFVF8zLINKBptf2POiLN4QfOEoBTZjRIFNGvmg043ibAVyKCU9qlVTDDjaZEc0lv4FxNfmRFFgkwy5miwopGJOCohfr+ke0K17RXkOVlca8PiBegDAOw1WtDoC+CTPTh7yiUGZBZvAOw832eK/mxTYjA0FNmmkptuDWfncTM5ONzdNMcAdjOCCOf3rbBLt4g1KCmiTQSQSoUSvQJsztYFNlzuIy90efHj6wDEk29dPwxu1PfjbBTN+faIVS0qyMa+ItqKGY1DJ+oJ/oarp8UAmEVEvozGiwCaN1HR7MCOPApuxmFOgRbZCisMC2I6ijE3yFWgVKT9Flwi6rz/Gfcv0XHx1eSk+//sz+OOZdty7oiyl60o3BpUM3lAUwUh6zofrcgfx6qWuEa+51OVGda6GetiMEf2U0gTDMKjp9vTNtiEjk4hFWDXFgP1XLVwvZdJsvjAkYhF0CuqnmSyFWnnKA5sPOt0wqbOQpxmcifvhJ2bjoQ9V4Y9fWISvLqPAZiSJ02L2NMzatDv9WPXcUXz8NyfxgwN1w153qYuy9eNBgU2a6HQH4QxEKGMzDp+YnY83a3vSftK3rfeoNzVlTJ4CnRxmV4ozNr09qYb6d9XIpXjk1mpsXFAEsZj+3UeSyGTa07CA+Hv7ahGJMXj4lml46LUanB+mY/qlLjdm5dOhkbGiwCZNJKYPU2Azdh+flY9AJIY3anu4XsqkUNfh5CvgImNjdmMOtW6YtMTfRrrV2cRiDF693I2vLCvF926ZjupcNX7ybtOg6/zhKBqsPsrYjAMFNmmiptuDbIUUBVqaFzRWBToFbijPwd8umLleyqRYfSFqzpZkhVoFOt2BlI3hiMUYXOyiLuJsyOktqk+3wOZUmxNd7iA+NisfYrEI/3VjBV463Qb7dSe8anu8iDGgMoRxoMAmTdR0e1Cdq6HtiHG6c0ER/nq+c9CLRTqhjE3yFWjl8IdjcAcjKXm+JrsP3lAUcwvptNNkKWViyKXitDvy/erlLpRkKzCvN2v3xSUlAIA/ne0YcN0FswsSsQjTctUpX2O6osAmTdT2eFGdR7/Y4/XFxSUQiYAX3m/jeikTRoFN8hXo4pnQVNXZ1PZ4AQDV9GY1aSKRKC2b9L1Tb8Ut03P7PqzqFDJ8ck4Bfndq4GvV2/VWLC/TQy6VcLHMtESBTZqotXgxzUQvguOVrZThi4tL8JN3mxAeYnJyOrD5QzDSVlRSFfZu8aaqzqbB6kOOUkbNNlkSb9KXPoENwzA4b3ZjwXX9iTYtLsGxZgeu9nj6rnuztgfrp5m4WGbaosAmDYQiMTTZfBTYTNDmNZVosfvxmxOtXC9lQqxeytgkW65GDrEohYGNzYdKIzVbY0u8SV/6bEV1uAKw+8OD5v6tn2ZCkU6On73XAgCos3jR6gjgluuaOJKRUWCTBhptPsQY0B7rBFUa1bhvRRm+/2ZtWh79tlHxcNJJxCLkauQwu1IzCLPR5kMldZFlTbp1H75gjs/9u77GSioR4xurKvGL482w+0J4raYbGrkEy8v0HKwyfVFgkwauWuL78ZSxmbjv3jIdrkAEzx5u5Hop45KY7E0Zm+RLZZO+BquP2uOzyKBKr62oC2Y3CrRymNSDP7Dcd0MZJCIR7nn5HL63rxZ3Ly6BjDoOjwv9tNLAVYsXeZos6BT05jZR+Vo5vrW6Ej94uy6tUtauYAQxmuydEqnqZcMwDG1FsSzdtqIudLoGbUMl6BQy/PELi/Bukx3F2Qo88bFZKV5d+qPAJg1c7aHCYTZsXlMJAPjp0WaOVzJ2NhqAmTIF2tR0H7b5wnAFIhTYsCjdTkV90OnG3ILhj/pvmJmHuoc+hKP/dSNUWXQaarwosEkDV+lEFCt0Chm+dkM5fnSkEYFwetTaWL3xF2ujmjI2yVaoizfpS7YGqw8AqMaGRQZlVtrMimIYBnUW36jtO7KVMmQr6e9+IiiwSQNXLV4qHGbJ/9w0BXZ/GHvOpUc3Ypu/N2NDxcNJl6qtqAabD2IRUJajTPpzZYoclQyOQBjRWGo6R0+G1ReGOxihwDaJKLDhuUA4ihaHnzI2LCnKVuDW6bn445l2rpcyJjZfGGIRoJPTZO9kK9TJ0eMNIZLkfkctdj+KdAoqCGWRQSUDwwDOAP+zNg3W+GEQ2opMHvrL4rkGqw8MQyei2PTZBUV486oFFi//iw0t3hBylDKa8JwCBVo5GAbo9iT396LV6adsDcvSaRBmg9UHiViEUj39DiQLBTY8lzjqPZUCG9Z8YnY+ZGJRWgzH7PGEkKehwaepUJCi7sMtdj+9qbHM0DcIk/8fVhpsPpTplZSxSyL6yfLcVYsXhTo5NLQVwRqdQoa1U01440oP10sZVY83hFwN1dekQqFOAQBJLyBudQRQplck9TkyTbplbGgbKrkosOE5OhGVHGunGvF2vRUxnhcb9niCyB2iiRdhn0YuhTpLkvQj3y0OytiwTaeQQiIWpU9gQ4XDSUWBDc9RD5vkWDvNBJsvjHNmF9dLGVE8Y0NbUamS7JNR/nAUFm8IZRTYsEokEiFHmR5N+qg5Y/JRYMNzlLFJjvmFOhhUMhy4auF6KSPq8YQoY5NC8V42yQtsWh1+AKCMTRKkw7yocDSGVoefxmkkGQU2POYNRtDmDGA69bBhnVgsws2VRhxqtHG9lBFRjU1qxbsPJ6/GpsUeD2zoVBT70qH7cLszgBgDlNO/f1KxWpG6fft2KJVKNDY24tFHH0VRUdGA+8PhMDZv3oyCggI0NTVh165d0Ol0cLlc+M53voPy8nKYzWY89dRTkMlkeOSRR3Dw4MG+73/11Veh0WjYXDKv1fV2KJ2emzn/zam0rEyPHx3h71DMaIyB1UcZm1Qq0Mpxut2ZtMdvdQSgkIphpNlfrMtRynjffbgvsKWMXVKxlrE5cOAAurq6sG3bNmzatAlbt24ddM3u3buRl5eHrVu3YuXKlXjqqacAAE8++SRWrVqFrVu3wmg04qWXXur7noMHD/Z9ZVJQAwC1PR6IRMBUE6Utk2FpqR5mVxDtTj/XSxmSzRcCw4COe6dQoS65NTYtjngPG5GI+hKxLT7hm981Ni0OP2QSUV9rAZIcrAU2b731FpYsWQIAWLZsGfbv3z/ma0b63scffxyPP/74gGCnv3A4DL/fP+BLKGp7vKjIUUEupSFoybC4JBsAcLI1eZ/QJ6Ont1EcbUWlToFWjk5XEAyTnNNyrXQiKmnSYSsqcSKOGm4mF2uBjcVi6cuoKJVKOByOEa/RarWwWCwj3v7pT38aDzzwALZu3Yp///vfePXVVwc95o4dO6BSqfq+jEYjW/9JnKvt8VJ9TRLplTJMz1Xj/VYH10sZUk9vZ2TaikqdQq0CvnAU7mAkKY/f4vDTNkSSGJT8Lx5usdO/fyqMq8YmGo3ixhtvHHT7/PnzYTKZ4PF4AAB+vx96vX7Qdf2vcbvdMJlMI94+d+7cvu+96aabcPDgQXzsYx8b8Jjbtm3Dli1b+v6/3+8XTHBTa/Fgaame62UI2tJSPW8zNt2e+JaIkQKblCnQXes+rFOwXwfT6gjghvIc1h+XpMdWVDMFNikxroyNRCLBsWPHBn39/Oc/x7p163Dq1CkAwMmTJ7F+/XoAQCAQgM0WP3ky3DXD3f7QQw/1PXdTUxMqKioGrUkmk0GpVA74EgKGYXCl24vpdNQ7qRYU6XCep71sejzxOVHUej11ErUPyWjSxzAMfWJPosRx72RtI7IhUWNFkou1V8y1a9ciLy8PO3fuxEsvvYTHH38cALBnzx489thjAIBNmzahu7sbu3btwtGjR/Hggw8CADZv3ozDhw9j165dsFqtuOuuuwAAoVAI3/nOd7Bz505YLBZ89atfZWu5vGf1hWH3h+lEVJLNKdCi0x3k5Sc9OuqdenkaOcSi5MyLsvnC8IWj9MaWJAaVDJEYA08wyvVShsQwTO9WJI3TSDZWj3snApj+vvjFL+KLX/wigHh25Zlnnhl0jU6nw09/+tNBtz/99NNsLi+t1PbEt+aqqcYmqWYXaAEAFzvdWFXJry3MLneQTkSlmEQsQq4mOb1sqDlfchlU1wZhahX8m63n8IfhCVJgmwqU4+ap2h4v5FIxvQgmWUm2AjqFFB90urleyiCd7iAK6VhoyhUmaaxCSyKwyaZP7MnQNwiTpyejWhzxYLk8h9p3JBsFNjxV2zsjio4FJpdIJMLsfC0u8jCwMbsDKNRRYJNq8e7D7Ac2rY4ADCoZ1HL+ZROE4FrGhp+BTbM93nCVAtvko8CGp2p7PHTUO0VmF2h4mbExu4Io1NGLYKola14UFQ4nl753+8nOw3o5IP7vb6TANiUosOGpWgv1sEmVOQVaXOzycL2MARiGiQc2tBWVcgVaOcxu9mtsWqg5X1JJJWLoFFIeb0XRiahUocCGh2IxBld7vKimE1EpMTtfC4s3hO4kttIfL7s/jFA0RhkbDhTq5Ohwsh/YNNp8qDDQG1sy8blJX4sjQBm7FKHAhodaHX4EIjHK2KRI4mQUn7ajEjUeVGOTeqV6Jay+MHwhdo8NN9p8mGKgwtFk4nOTvhY7ZWxShQIbHrrcnTjqTRmbVCjQymFQyXCxi0+BTTxjQBmb1Cvt7TPC5nBUbzCCbk+IApskSzTp46Nmuw/llLFJCQpseOhipxsFWjm10k8RPp6MMruDkIpFMCjZb+tPRlaaHX/zaXWwtx3VbI8HSRTYJBdfA5tQJAazO0gZmxShwIaHPuh0922PkNSYXaDl2VZUAAVaOR3354BJnYUsibivoR4bGm3xo75TqMYmqfi6FdXuDIBhQDU2KUKBDQ9d7HJjdj5tQ6VS4mQUX+bMdLqDVF/DEbFYhBK9Aq0sFhA32nwwqGRJGaxJrjGoZLw8FdVCXadTigIbnonFGFzq8mAOZWxSana+Bg5/GB1JaKU/EdTDhlul2Qq0jSFjc7rNif21PYhEYyNe12jz0zZUCvD1VFSD1Qe5VNw3ZJUkFwU2PNNs98MbitJWVIpdmxnFj342rQ4/SqhDKWdK9cpRa2xeu9yFxc8cxi2/OI7v7L084rV0Iio1+LoVVW/1otKgoq3lFKHAhmcSJ3Nm5VNgk0q5GjnytXLe1Nk02/0op0JDzpTqlWgd4VRUKBLDN/95CZ+cU4DnPjkHPzrShHMdrmGvr7d6qb4mBXJUMvjDMQTC/Jrw3WDzocpIgW2qUGDDM2c7XCjPUUJPp2FSbg5PCojD0Rg6XAEalsehUr1ixIzN3y6YUW/14cmPz8TXbijH3AItnjxYP+S10RiDKz1e+rCSAolThPYU1NnEYgz+8UEn3rjSM+q19RYfqkzUlyxVKLDhmdNtTiwqzuZ6GRkpHtgM/6k7VdqdAcToBAWnyvRKOPxhOId5g/zLeTM+VGVEpTE+qPbLy0rx9w86h2zqV2/1IhiJYTYFNknXN+E7BXU2G3efwidfeB+f+O3JEbN1QPx3gDI2qUOBDc+caXdiYbGO62VkpNn5Glzs9CAW4/ZkVKLnCW1FcSfR9bu2xzvoPm8wgtdquvEf8wr7bts4vwiBSAz/vNg56PpEf6SZdNIx6a5N+E5unc3lLjf+eqETf/zCQiwt1eOLfzwz7IlKpz8Mqy+MSqqxShkKbHjE5guhye6njA1H5hTo4AtH0WT3cbqOZrsfWRI6QcGlKQYVZBIRanoGF5O/XtONYCSGO+YU9N2Wr5Vj3VQT/nS2Y9D1F7s8qMhRQkNTnZMuJ0UZm5+824RKowqfmV+EJz82E+fNbrzf6hzy2obeHka0FZU6FNjwyJn2eDpzUQkFNlyYXRD/RM31yaj4FGgFnaDgkFQixjSTGle6B/8uvFbTg+VlOci/LvD81NwCvFHbM2g76iI13EwZpUwCpUyc1MAmEo3hpdPt+NqKckjEIiwr02OaSY3dp9uGvL7e4oVIRM0ZU4kCGx453eZEvlZO/Us4olPIUKZXcl5A3Gz30TYUD1TnalBzXWDDMAz2XenGrdW5g67/+Kx8+MMx7L86sJg03nCTAptUSfaR7/fbnHAFIvjYrDwA8ZEsdy0qxp/OdAzZz+hKjxdleiXkUknS1kQGosCGR4612LG8TM/1MjIaHwqIm+1+KhzmgRl5GtR0D6yxudTlQYcrOGRgU5StwPIyPf7xQVffbe5ABJe7PJhfRHVzqZLs7sP7r1pQqJNjRt61mqk7FxahxxvCkUbboOvPdbgwr5D+/VOJAhueYBgG7zbZsbI8h+ulZLTZBRrOMzZNNj8qqNCQczPyNLhq8SLar5h835Ue5ChlWFqqH/J7PjW3AH//oLOvj8qBOgsiMQbrp5lSsWSC5HcffuuqBeummiASXdsqnp6rwYw8DV652DXo+rMdLiygwDalKLDhiUabD13uIG6cYuB6KRltToEONd1ehEdpkZ8soUgMDTYfqnOp0JBr1blqhKIxNFivZW3+dakLt1bnQjJM/dMXFhXDFQjjn71vcPuu9GBRcTbyqBA8ZZK5FeUPR3G0yY51QwSqd8zJxysXuwacjvIEI6izeiljl2IU2PDE0SY7ZBIRFlPhMKfmFGgRisZQZxl8zDcV6q3xDEH/NDfhxvwiHZQyMd6utwIALN4QDjVY8cl+p6GuV5ytxIen5+K3J1vBMAxer+nGR2YM3rYiyZOjSl7G5lSbE6FoDKsrB38AvX12ARptPlwwX8v4XjC7wTCgwCbFKLDhiXeb7FhYlA2ljArMuDQzXwOxCANenFIpUaw6PZcCG64pZBJ8qMqEf9fEi4FfvdQFqVg8aqBy/8oK/PtKDz794ik02f34xKz8VCyX9DIoZUnrPHys2Y5cddaQc7+WlepRoJXjlX69jM51uKCRS6iHTYpRYMMTB+osWFNl5HoZGU8pk2BWvhYnWh2cPH9NtxflOUqosijA5YOPzMjF/qsWhKMx7D7VhnXTjNApRh538vHZ+XhobRX+/kEnfviJWVhOdXMpFd+KSl5gs6I8Z0B9TYJYLMInZucPKB5/r9mOBUXZ1LohxSiw4YEWux+1PV7cMp0KDPlgZUUO3mu2c/LcNd0e2obikQ0z8uAORvDVPedxoM6K76ypGtP3/X8bZqB2yxp8Y3VlkldIrmdQyZJSY8MwDN5rtmNFuX7Ya26fnY/T7U60OvwIRqJ45WIn7phNGbtUo8CGB/Zf7YFcKqbCYZ64oTwHp9qcCEZSPyG4pttDhcM8MtWkxrfXVGL36TZsnF+INVPH9uFDJBJhGm0ncsKgksEZiAzZU2Yy2pwBdLiCuGGEDNzaqSYYVTI8c6gR+670wBmIYOOCIlbXQUZHPb554M1aC1ZNMVB9DU+srMhBMBLDmXYXVqRwG4FhGNT0eHD3kpKUPScZ3RMfm4V7lpZSb6E0kZgX5QhEYFJnsfa4x5rtEIuAJSX6Ya9RyCR49NZqPPDKRey70oMbK3JQSr83KUcZG45FojG8UduDD0+nkxN8Mc2khlElw7tDNNsCgFaHH9/bdwV/OTd4LtBk1Fm8cAUiWEizwnhnZr4Wapr1lBauTfhmdzvqWLMDcwq00CpG/j34fyvKcHOVEaV6BX78yTmsroGMDf2lcuxIow02Xxi3z6F9WL4QiURYN82Ef13qwoPX1VRc6fZg+Y+OQCoWweoL43udbjxyazUrz3ui1QGpWETT3QmZBINyfIMw3YEIOlwBVI9S2/Zeb+HwaKQSMfbft2JMz02SgzI2HHvlYhdm5GnoeC/PbJxfhEONNnS6An23+UJRfOrF9zE9V43W767HE7fNxM6362Hud81kHG9xYH6RDgrakiRkwhJbUWPJ2ERjDD7+mxOY8cRBfPgXx4ZtzBmMRHG63TlifQ3hDwpsOMQwDF652EV9Lnhow4w8KKUS/PXCtZ4U//t6DdqdAfzli0uglEnwXzdVQK+U4al3Glh5zhMtDiwbplU/IWRsNHIJZBIRejyjBzZPHqzHe80O/OzTc/FOvQ3Pvds05HXnOlwIRmIprbkjE0eBDYdOtTnRaPPh0/OG72RKuKHKkuBTcwvw1DsNvS3yO/GjI4344Sdmo6x38rZSJsF/31iB35xonfQJjFBvsfIyGoJKyKSIRCIUaOXo8gRHvI5hGPz0vWY8sKoC991Qjm/dPAWPvFE7ZKbnYL0VRpUM0010YjEdUGDDoT+d7UClUTXsQD3CrV0fmwl3MIIbf3IUG3efxleWleJLSweeWPrM/ELY/WG82zS5vjfHmu0IRWNYWUGfCAmZrEKtAp3ukQObsx0uNNv9+My8+HHsrWunggHw8/daBl2770oPbpmeS4320gQFNhyJxRi8fLYDdy4oGrKLJeFegU6BV+5ZgqWlejx8yzT87NPzBv1bTc/VoDpXPaCN+kS8VtONKqMK0+gTISGTVqCTw+waObD5+4VOlGQrsKQ0fgpRp5Dh3uVl+PG7jQhFrmVgvcEIjjTacWs1nVxNFxTYcOTdJhvanAHcSc2beG1lhQG/+ex8/O+6acNOdL59dsGgqb7jtfdyNz46M4+CXEJYUKCVj5qx+delLtw+O3/A39z/3DQF3Z4Q/nimve+2dxqsCEVj1JIjjVBgw5E/ne3A7Hwt5hbS0d50t2FGLhqsPjTZ/BP6/ha7Hx90unHbzDyWV0ZIZhotsHEHIjhvdg2az1eWo8Rn5xfiqUMNfR9UXjrdjoXFOhRlK5K6ZsIeVgOb7du3Y8eOHfjqV7+Kjo7BzcvC4TAeeOABPP7447jvvvvgcrkAANFoFM8++yxycgbWF3R0dODee+/Fjh07sG3bNjaXyqlINIY/nzPjzoWUrRGC5eU5yJKI8U6DdULf/6ez7chWSHFzJQ1BJYQNo9XYvN/mQIzBkKecHry5ChfMbrxysQv1Fi9ePtuBb9HMr7TCWmBz4MABdHV1Ydu2bdi0aRO2bt066Jrdu3cjLy8PW7duxcqVK/HUU08BAM6dO4ePfOQj8PsHfuJ96KGH8KUvfQnbtm1DR0cH3n77bbaWy6m3663o8Ybw2fmFXC+FsEApk2B5mR7v1I8/sGEYBr850YrPLyym/jWEsKRAJ4fDH4Y/PPS8t/ea7SjJVqBkiHEHi0qycdeiYnzxj2fxmd2nUKpX4rNUMpBWWAts3nrrLSxZsgQAsGzZMuzfv3/M1yxatAjV1YO7t7711ltYvHjxiI8ZDofh9/sHfPHdnnMdWFScTUPyBOTmKiPeaRh6BMNIjjbZcaXHiy8vK03CqgjJTAVaOQCga5iszbFmx4g9aX61cR5umW5CqV6Jv929BDIJVW2kE9b+tSwWCzSa+Bu1UqmEw+EY8RqtVguLxTLiYzocDigUihGv37FjB1QqVd+X0cjvdH44GsPfLnRiI2VrBOXmSgMabT60OsYXWP/k3SYsKNJhcQnNhyKELYW9gc1Q21EMw+BYsx3LR+gZJZdK8Ne7l+CVe5ZiEf1tpp1xzYqKRqO48cYbB90+f/58mEwmeDweAIDf74derx90Xf9r3G43TCbTiM+n1+sRCASgUCiGvX7btm3YsmVL3//3+/28Dm4O1Flg84XxGQpsBOWG8hxIxSK8U2/FXYvHNp27xe7Hn8+b8dvPzqfTUISwKH+EwKbNGUCPN0RdvgVsXIGNRCLBsWPHhrzvwIED+NOf/gQAOHnyJNavXw8ACAQC8Pl8MBgMWLduHU6dOoVbb711wDXDWbduHU6fPo2VK1fi5MmT2LRp06BrZDIZZDLZeP4zOLXnnBlLSrJRaaR+JUKilkuxtFSPdxrGHtj86Egj8jVZ+Ox82r8nhE0KmQR6pQydQ/SyOd3mBAAsoGGzgsXaVtTatWuRl5eHnTt34qWXXsLjjz8OANizZw8ee+wxAMCmTZvQ3d2NXbt24ejRo3jwwQcBAD09PXjssccQjUbx2GOPwW6Pd3HduXMnXnzxRezcuRNFRUX40Ic+xNZyORGKJLah6I1MiG6uMuCd+rHV2bgCYfzyeAv+56YpyJLS/j0hbCvWKdDmHLw1fLrdiakmFXSK9PlATMZHxEymqxgP+f1+qFQq+Hw+KJWDK9659NrlLtz265No/N+1qDCouF4OYdm/a7qx4Vcn0PHwehTqRu558fQ7DXh43xW0bl+HnN5pxIQQ9tz+25NQyST4412LBtz+8V+fgCpLgpc3LeZoZSTZ6KNiCu05Z8ayUj0FNQJ1Y4UBkt46m5FEojE8e7gRX15WSkENIUlSZVShzuIddPvpdicWFVNBsJBRYJMiwUgU//igk/ohCJhWIcWiYt2ox77/eqETbU4/vrFqSopWRkjmmWpU46rFO2DUSacrgA5XEAspsBE0CmxS5M1aC5yBCP5jHp2GErKbK40jZmwYhsFT79Tjk3MKqICckCSaalLDGYjA5gv33Xai1QEAWFpKgY2QUWCTIi+f7cCKcj3KcvhV90PYdXOVEZe7PegepjHYu012nGx14ls3U4t2QpJpqim+5d9/O+p4iwPVuWraAhY4CmxSIBCO4pWLXXSsNwPcNMUAkQg4NMzcqKfeqceKcj1WVhhSvDJCMkuZXgmpWIR6q6/vtnhjvuE7DhNhoMAmBf59pQfuYISa8mUAvVKGFWU5+OelrkH3Xe3x4JWLXXiQBuoRknRSiRhTDNcKiKMxBidbnVhRrud2YSTpKLBJgZfPduCmKQYUZ9M2VCbYOL8Qr1zsQuC6AXzPHm5EuV6JO+YUcLQyQjLL9Fw1Puh0AwAud7nhDkYoY5MBKLBJMl8oin9d6qJJ3hnkP+YVwhWI4I3anr7bejxB/PZkG76xegqkNFCPkJRYO9WEN69aEInG8M9LXTCqZJhXqOV6WSTJ6BU2yV673AV/OEqnoTJIiV6J1ZUG/PhIU99R0+/++wp0Cim+sqyM49URkjlum5kHhz+M95rt+NPZDnxmfhF9sMgA9C+cZC+fM+PmSiMKRulES4TlsY9UY/9VC/563ozXL3fjF8db8IPbZkIjH9d4NkLIJEzPVaPKqMJj++twwezGndRHLCPQq2wSOf1h7L3chac/PpvrpZAUW1VpxF2LivGZ3achEgFfWFiMuxYVc70sQjKKSCTCf8wrxA/erseSkmysmkKnETMBzYpKop8ebcK3/nkJ5u/dAr2SBq5lmmiMwRtXeuAKRrBxfiFEIhHXSyIk48RiDDyhCLRyKf0NZgjK2CTRL4+34DPzCymoyVASsQgbZuZxvQxCMppYLKJJ3hmGamyS5N1GG860u/D/VpRzvRRCCCEkY1BgMw6NVh92n2rD1R7PqNfueOsqbijPwY0V1DOBEEIISRXaihqHI0023Pvn8whGYvjsgiI8e/ts5Gvlg657r8mO12t68OqXl9KeLiGEEJJCVDw8TpFoDP/4oBObX70MXyiKX2+cj4/Pzr/2/OEoFv3wMIqzFXjz/y2nwIYQQghJIdqKGiepRIz/mF+Ec99ajY/MyMUnfnsSX/vLeVi9IfR4gvjUC++j3RnArz8zj4IaQgghJMUoYzNJe8524Gt/vQBHIAyGAfK1cvzzniVYRvNICCGEkJSjwIYFTn8YB+osEItEWFNlRDYd7yaEEEI4QYENIYQQQgSDamwIIYQQIhgU2BBCCCFEMCiwIYQQQohgUGBDCCGEEMGgwIYQQgghgkGBDSGEEEIEgwIbQgghhAgGBTaEEEIIEQwKbAghhBAiGBTYEEIIIUQwKLAhhBBCiGBQYEMIIYQQwZByvQC2JWZ6+v1+jldCCCGEELYpFAqIRKJh7xdcYBMIBAAARqOR45UQQgghhG0+nw9KpXLY+0VMIsUhELFYDA6HY9SIbiL8fj+MRiOsVuuIP1QyMvo5sod+luygnyN76GfJDvo5Di/jMjZisRgGgyGpz6FUKukXjQX0c2QP/SzZQT9H9tDPkh30cxw/Kh4mhBBCiGBQYEMIIYQQwaDAZhykUim+973vQSoV3A5eStHPkT30s2QH/RzZQz9LdtDPceIEVzxMCCGEkMxFGRtCCCGECAYFNoQQQggRDApsCCGEECIYFNiMw549e7B582bcf//9OHToENfLSVuXLl3CmjVrsHPnTq6Xktbq6+tx11134cknn8Q999yDvXv3cr2ktGS323H77bfjiSeewN13343du3dzvaS01tjYCJ1Oh2PHjnG9lLS2YsUKrFmzBmvWrMH27du5Xk5aoXLrMXK73di5cydOnTqFQCCApUuX4vz58xCLKTYcrwsXLmDVqlVcLyPt2e12fOlLX8L69evR09ODJUuWoLm5metlpZ1oNIo777wTn/vc5+B0OlFdXY1NmzZxvay0FIvF8MQTT2D27NlcLyXtfeQjH8EjjzzC9TLSEr0rj9GxY8dQXV0NkUgEpVIJtVqN+vp6rpeVlj772c9CIpFwvYy0t2TJEqxfvx5A/A1Fo9FwvKL0ZDKZ8LnPfQ5APNswY8YMjleUvn74wx/ivvvug1wu53opae/8+fN44okn8N3vfhdXrlzhejlphTI2Y2SxWAa8cWi1WlgsFkybNo3DVRES9+Mf/xhPPPEE18tIaz/96U/x+9//Hk8//TTXS0lLZ8+eBQAsWLCA03UIxZYtW7B8+XLYbDbcdNNNOHPmDAWMY0QZmzEymUzweDx9/9/tdsNkMnG4IkLifv/736OwsBC33XYb10tJa1//+tfx+uuv46677oLNZuN6OWln7969CAQC2LlzJ1paWrB7924cPnyY62WlreXLlwMADAYDdDodrl69yvGK0gcFNmO0fPly1NbWAgACgQC8Xi+qqqo4XhXJdC+//DIsFgv+8z//E/v27YPf7+d6SWnn1KlTOH/+PIB4JlYul8NisXC8qvSzbds2bNu2DQ899BDKysqwadMmqqWboJqaGrzwwgsA4jVgXV1dKCoq4nZRaYS2osZIp9Nhy5Yt2LJlC3w+H5577jkqHJ6gv/71rzh06BBkMhlmzpyJ22+/neslpaX3338f9913HxYsWIC///3vaGlpwenTp2kS8DhJJBI8/vjjWLp0Kdrb23HHHXdg+vTpXC8rbf3iF79Ac3MzXnjhBRgMBvpZToBWq8Xf/vY39PT0oLm5GY888ggMBgPXy0obNFKBEEIIIYJBKQdCCCGECAYFNoQQQggRDApsCCGEECIYFNgQQgghRDAosCGEEEKIYFBgQwghhBDBoMCGEEIIIYJBgQ0hhBBCBIMCG0IIIYQIBgU2hBBCCBGM/x+0oPf9vSmJgAAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.plot(grid2.nodes[0:400,2],-a2**2*drift_curv[0:400])" - ] - }, - { - "cell_type": "code", - "execution_count": 350, - "metadata": {}, - "outputs": [], - "source": [ - "# Function to get value of a parameter directly\n", - "def get_value(eq,name,grid):\n", - " return eq.compute(name,grid=grid)[name]\n", - "\n", - "def get_arc_length (diff_l,grid):\n", - " # Integrate differential length along field line with respect to zeta\n", - " return cumulative_trapezoid(diff_l,grid.nodes[:,2],initial=0)\n", - "\n", - "# Function to get the straight field line coordinate system\n", - "def get_field_line_grid(eq,rho=0.5,alpha=0,n_turns = 4,n_points = 1000):\n", - " # Get initial grid to get iota profile TODO find if easier way to find iota, also takes the longest\n", - " initial_grid = get_rtz_grid(\n", - " eq,\n", - " np.array(np.sqrt(rho)),\n", - " np.array(alpha),\n", - " np.linspace(0,np.pi/4,100),\n", - " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf)\n", - " )\n", - " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", - " NFP = eq.NFP\n", - " n_tor = n_turns/(iota*NFP)\n", - " good_grid = get_rtz_grid(\n", - " eq,\n", - " np.array(np.sqrt(rho)),\n", - " np.array(alpha),\n", - " np.linspace(0,2*n_tor*np.pi,n_points),\n", - " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf),\n", - " )\n", - " return good_grid\n", - "\n", - "\n", - "# Function for plotting the drift curvature\n", - "def plot_drift_curv(eq,grid,drift_curv=None,diff_l=None,l=None,a=None):\n", - " \n", - " # Compute all necessary quantities if not provided\n", - " if drift_curv is None:\n", - " drift_curv = get_value(eq,\"cvdrift\",grid)\n", - "\n", - " if l is not None :\n", - " arc_length_vals = l\n", - " else : \n", - " if diff_l is None:\n", - " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - " arc_length_vals = get_arc_length(diff_l,grid)\n", - "\n", - " if a is None:\n", - " a = get_value(eq,\"a\",grid)\n", - " \n", - " plt.figure()\n", - " plt.plot(arc_length_vals,-drift_curv)\n", - " plt.xlabel(\"l\")\n", - " plt.ylabel(r\"$-K_D$ [1/Tm]\")\n", - " \n" - ] - }, - { - "cell_type": "code", - "execution_count": 345, - "metadata": {}, - "outputs": [], - "source": [ - "# Quadratic fitting function for Kd peaks (bad curvature)\n", - "def Kd_quadratic(l, Reff_n, ln):\n", - " lc = (l[0]+l[-1])/2\n", - " return 1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", - "\n", - "# Quadratic fiiting function for Kd valleys (good curvature)\n", - "def Kd_quadratic_(l, Reff_n, ln):\n", - " lc = (l[0]+l[-1])/2\n", - " return -1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", - "\n", - "def fit_drift_peaks(l, Kd, a_grad_alpha_norm):\n", - " peaks = []\n", - " fits = []\n", - " values = []\n", - " \n", - " # Find indices where Kd changes sign (crosses zero)\n", - " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", - " \n", - " # Initialize lists to store valid peak intervals\n", - " peak_indices = []\n", - " \n", - " len_thres = 40 \n", - " # Loop over zero crossing pairs to check if it's a peak or a valley\n", - " for i in range(0, len(zero_crossings)-1):\n", - " l_min_idx = zero_crossings[i]\n", - " l_max_idx = zero_crossings[i + 1]\n", - " len_peak = l_max_idx-l_min_idx\n", - "\n", - " # # Skip if there's insufficient data points\n", - " if len_peak < len_thres:\n", - " continue \n", - " \n", - " # Check the midpoint value of Kd\n", - " mid_idx = (l_min_idx + l_max_idx) // 2\n", - " if Kd[mid_idx] > 0: # Keep the range if it's a peak (Kd is positive)\n", - " peak_indices.append((l_min_idx, l_max_idx, mid_idx))\n", - " else : \n", - " continue\n", - " \n", - " # Update threshold length depending on previous well\n", - " len_thres = int(0.6*len_peak)\n", - "\n", - " p0 = [1,1]\n", - " # Loop through valid peak indices and perform fitting\n", - " for l_min_idx, l_max_idx, mid_idx in peak_indices:\n", - " # Extract the arc length and Kd values within the peak\n", - " l_peak = l[l_min_idx:l_max_idx+1]\n", - " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", - " \n", - " # Fit the quadratic curve to the peak\n", - " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0)\n", - "\n", - " R_eff = popt[0]\n", - " L_par = l[l_max_idx] - l[l_min_idx]\n", - " \n", - " # Store the peak data and fitting parameters\n", - " peaks.append((l_peak, Kd_peak))\n", - " fits.append(popt)\n", - " values.append([R_eff,L_par,a_grad_alpha_norm[mid_idx]])\n", - " p0 = popt # TODO find better way of deinining initial guess\n", - "\n", - " data = {\n", - " \"peaks\" : peaks,\n", - " \"fits\" : fits,\n", - " \"values\": values,\n", - " }\n", - " return data\n", - "\n", - "def plot_drift_fits(l,drift_curv,data):\n", - " \n", - " fig, ax = plt.subplots(figsize=(10, 6))\n", - " ax.plot(l,-drift_curv,label=r'$-K_D$')\n", - "\n", - " num_fits = len(data[\"fits\"])\n", - "\n", - " # Create a colormap\n", - " colormap = plt.colormaps['viridis']\n", - "\n", - " # Generate colors from the colormap\n", - " colors = [colormap(i / num_fits) for i in range(num_fits)]\n", - " \n", - " for (l_peak, pos_Kd_peak), (Reff_n, ln), (_,L_par,_), color in zip(data[\"peaks\"], data[\"fits\"], data[\"values\"], colors):\n", - " plt.plot(l_peak, -Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{eff}}={Reff_n:.2f}$, $L_\\\\parallel={L_par:.2f}$',color=color, linewidth = 1.5)\n", - "\n", - " ax.set_xlabel(r'$l$', fontsize=14)\n", - " ax.set_ylabel(r'$-K_D$ [1/Tm]', fontsize=14)\n", - " ax.set_title('Curvature Drift ($-K_D$) and Quadratic Fits', fontsize=16)\n", - " ax.grid=True\n", - " # ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", - " ax.legend(fontsize=12, loc='upper left') # Move the legend outside\n", - "\n", - "\n", - " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", - " plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "metadata": {}, - "outputs": [], - "source": [ - "def get_everything (eq,rho=0.5,alpha=0,n_turns=4,n_points=1000,plot=True):\n", - "\n", - " # Create the grid\n", - " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_turns=n_turns,n_points=n_points)\n", - "\n", - " # Get all the necessary values\n", - " drift_curv = get_value(eq,\"cvdrift\",grid)\n", - " a = get_value(eq,\"a\",grid)\n", - " a_grad_alpha_3d = get_value(eq,\"grad(alpha)\",grid)\n", - " a_grad_alpha_norm = jnp.sqrt(dot(a_grad_alpha_3d,a_grad_alpha_3d))\n", - "\n", - " # Multiply drift curvature by a^2 as in initial article\n", - " drift_curv = drift_curv*a*a\n", - " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - "\n", - " # Integrate the differentail length\n", - " l = get_arc_length(diff_l,grid)\n", - "\n", - " # Get peaks and fits\n", - " data = fit_drift_peaks(l,drift_curv,a_grad_alpha_norm)\n", - "\n", - " # Plot everything\n", - " if plot :\n", - " plot_drift_fits(l,drift_curv,data)\n", - "\n", - " return (grid,drift_curv,a,l,data)\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 120, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grid,drift_curv,a,l,data = get_everything(eq_w7x,n_turns=8);" - ] - }, - { - "cell_type": "code", - "execution_count": 344, - "metadata": {}, - "outputs": [], - "source": [ - "def fit_all_drift_peaks(l, Kd, a_grad_alpha_norm):\n", - "\n", - " # Save all values for bad curvature\n", - " peaks_bad = []\n", - " fits_bad = []\n", - " values_bad = []\n", - " \n", - " # Save all values for good curvature\n", - " peaks_good = []\n", - " fits_good = []\n", - " values_good = []\n", - " \n", - " # Find indices where Kd changes sign (crosses zero)\n", - " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", - " \n", - " # Initialize lists to store valid peak intervals\n", - " bad_peak_indices = []\n", - " good_peak_indices = []\n", - "\n", - " len_thres = 40 \n", - " # Loop over zero crossing pairs to check if it's a peak or a valley\n", - " for i in range(0, len(zero_crossings)-1):\n", - " l_min_idx = zero_crossings[i]\n", - " l_max_idx = zero_crossings[i + 1]\n", - " len_peak = l_max_idx-l_min_idx\n", - "\n", - " # # Skip if there's insufficient data points\n", - " if len_peak < len_thres:\n", - " continue \n", - "\n", - " # Check the midpoint value of Kd\n", - " mid_idx = (l_min_idx + l_max_idx) // 2\n", - " if Kd[mid_idx] > 0: # Keep the range if it's a peak (Kd is positive)\n", - " bad_peak_indices.append((l_min_idx, l_max_idx, mid_idx))\n", - " else:\n", - " good_peak_indices.append((l_min_idx, l_max_idx, mid_idx))\n", - " \n", - " len_thres = int(0.6*len_peak)\n", - "\n", - " def get_fits(peak_indices,bad_curv = True):\n", - " # Define variables for storing the data\n", - " peaks = []\n", - " fits = []\n", - " values = []\n", - "\n", - " p0 = [1,1]\n", - " # Loop through valid peak indices and perform fitting\n", - " for l_min_idx, l_max_idx, mid_idx in peak_indices:\n", - " # Extract the arc length and Kd values within the peak\n", - " l_peak = l[l_min_idx:l_max_idx+1]\n", - " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", - " \n", - " # Fit the quadratic curve to the peak\n", - " if bad_curv:\n", - " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0)\n", - " else :\n", - " popt,_ = curve_fit(Kd_quadratic_,l_peak,Kd_peak,p0=p0)\n", - " \n", - " R_eff = popt[0]\n", - " L_par = l[l_max_idx] - l[l_min_idx]\n", - " peaks.append((l_peak, Kd_peak))\n", - " fits.append(popt)\n", - " values.append([R_eff,L_par,a_grad_alpha_norm[mid_idx]])\n", - " p0 = popt \n", - " return peaks,fits,values\n", - " \n", - " peaks_bad,fits_bad,values_bad = get_fits(bad_peak_indices,bad_curv=True)\n", - " peaks_good,fits_good,values_good = get_fits(good_peak_indices,bad_curv=False) \n", - " data_bad = {\n", - " \"extrema\" : peaks_bad,\n", - " \"fits\" : fits_bad,\n", - " \"values\" : values_bad \n", - " } \n", - " data_good = {\n", - " \"extrema\" : peaks_good,\n", - " \"fits\" : fits_good,\n", - " \"values\" : values_good \n", - " } \n", - " \n", - " return data_bad,data_good" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "# def plot_all_drift_fits(l,drift_curv,bad_peaks,bad_fits,bad_values,good_peaks,good_fits,good_values):\n", - "def plot_all_drift_fits(l,drift_curv,data_bad,data_good):\n", - " \n", - " fig, ax = plt.subplots(figsize=(10, 6))\n", - " ax.plot(l,-drift_curv,label=r'$-K_D$')\n", - " \n", - " for (l_peak, pos_Kd_peak), (Reff_n, ln), (_,L_par) in zip(data_bad[\"extrema\"],data_bad[\"fits\"],data_bad[\"values\"]):\n", - " plt.plot(l_peak, -Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{eff}}={Reff_n:.2f}$, $L_\\\\parallel={L_par:.2f}$', linewidth = 1.5)\n", - "\n", - " for (l_peak, pos_Kd_peak), (Reff_n, ln), (_,L_par) in zip(data_good[\"extrema\"],data_good[\"fits\"],data_good[\"values\"]):\n", - " plt.plot(l_peak, Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{good}}={Reff_n:.2f}$, $L_w={L_par:.2f}$', linewidth = 1.5)\n", - "\n", - " ax.set_xlabel(r'$l$', fontsize=14)\n", - " ax.set_ylabel(r'$-K_D$ [1/Tm]', fontsize=14)\n", - " ax.set_title('Curvature Drift ($-K_D$) and Quadratic Fits', fontsize=16)\n", - " ax.grid=True\n", - " ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", - "\n", - " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 155, - "metadata": {}, - "outputs": [], - "source": [ - "def get_all_everything (eq,rho=0.5,alpha=0,n_turns=4,n_points=1000,plot=False):\n", - "\n", - " # Create the grid\n", - " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_turns=n_turns,n_points=n_points)\n", - "\n", - " # Get all the necessary values\n", - " drift_curv = get_value(eq,\"cvdrift\",grid)\n", - " a = get_value(eq,\"a\",grid)\n", - " a_grad_alpha_3d = get_value(eq,\"grad(alpha)\",grid)\n", - " a_grad_alpha_norm = jnp.sqrt(dot(a_grad_alpha_3d,a_grad_alpha_3d))\n", - "\n", - " drift_curv = drift_curv*a*a\n", - " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - "\n", - " # Integrate the differentail length\n", - " l = get_arc_length(diff_l,grid)\n", - "\n", - " # Get peaks and fits\n", - " data_bad,data_good = fit_all_drift_peaks(l, drift_curv,a_grad_alpha_norm)\n", - "\n", - " # Plot everything\n", - " if plot :\n", - " plot_all_drift_fits(l,drift_curv,data_bad,data_good)\n", - "\n", - " return (grid,drift_curv,a,a_grad_alpha_norm,l,data_bad,data_good)" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "def calculate_Ls (eq,grid):\n", - " shear = get_value(eq,\"shear\",grid)[1]\n", - " q = get_value(eq,\"q\",grid)[1]\n", - " R = get_value(eq,\"R0\",grid)\n", - " return np.abs(q*R/shear)\n", - "\n", - "def Theta_function(x):\n", - " # Define Heaviside step function\n", - " return x*np.where(x >= 0, 1, 0)\n", - "\n", - "def check_peaks(peaks_bad,peaks_good):\n", - " # Function that checks if first extremum is a peak (bad curvature) \n", - " # or valley (good curvature) in the curvature drift\n", - " l_bad = peaks_bad[0][0][0]\n", - " l_good = peaks_good[0][0][0]\n", - " if l_bad" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grid,drift_curv,a,l,data = get_everything(eq_NCSX,n_turns=200,n_points=20000,plot=False);\n", - "get_critical_gradients(a,data[\"values\"],method=2);\n", - "get_critical_gradients(a,data[\"values\"],method=1);" - ] - }, - { - "cell_type": "code", - "execution_count": 406, - "metadata": {}, - "outputs": [], - "source": [ - "def critical_gradient_analysis(eq,n_turns=50,n_points=5000):\n", - " # Retrieve data\n", - " grid,drift_curv,a,a_grad_alpha_norm,l,data_bad,data_good = get_all_everything(eq,n_turns=n_turns,n_points=n_points)\n", - " # Select a shorter length of data for showing the fits\n", - " short_fit_lim = int(15*n_points/n_turns)\n", - " data_short = fit_drift_peaks(l[0:short_fit_lim], drift_curv[0:short_fit_lim], a_grad_alpha_norm[0:short_fit_lim])\n", - " # Plot the fits\n", - " plot_drift_fits(l[0:short_fit_lim],drift_curv[0:short_fit_lim],data_short)\n", - " # Plot the curvature drift\n", - " plot_drift_curv(eq,grid,drift_curv=drift_curv,l=l,a=a)\n", - " # Plot the evolution of R_eff and L_par with respect to the drift well number\n", - " plot_coeffs(data_bad)\n", - " # Get the critical gradients\n", - " critical_gradients1 = get_critical_gradients(a,data_bad[\"values\"])\n", - " critical_gradients2 = get_critical_gradients(a,data_bad[\"values\"],method=2)\n", - " critical_gradients = {\n", - " \"critical_gradients1\" : critical_gradients1,\n", - " \"critical_gradients2\" : critical_gradients2\n", - " }\n", - "\n", - " # Return all interesting quantities\n", - " return grid,drift_curv,a,l,data_bad,data_good,critical_gradients" - ] - }, - { - "cell_type": "code", - "execution_count": 409, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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", 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grid,drift_curv,a,l,data_bad,data_good,critical_gradients = critical_gradient_analysis(eq_w7x2,n_turns=10,n_points=2000)" - ] - }, - { - "cell_type": "code", - "execution_count": 282, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Top 5 Dominant frequencies: [0.07461481 0.14922962 0.32830517 0.5521496 0.22384443]\n", - "Associated periods: [4.26604156 2.13302078 0.9695549 0.5764921 1.42201385]\n" - ] - } - ], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "from scipy.fft import fft, fftfreq\n", - "from scipy.signal import find_peaks\n", - "\n", - "machine = \"NCSX\"\n", - "\n", - "zeta = grid.nodes[:,-1]\n", - "\n", - "# Number of sample points and sample spacing\n", - "N = len(drift_curv)\n", - "T = np.mean(np.diff(zeta)) # Sample spacing, assuming l is evenly spaced\n", - "\n", - "# Compute the Fast Fourier Transform (FFT)\n", - "fft_values = fft(drift_curv)\n", - "fft_frequencies = fftfreq(N, T)[:N//2] # Positive frequencies\n", - "\n", - "# Compute the power spectrum (magnitude of FFT values)\n", - "power_spectrum = np.abs(fft_values[:N//2])\n", - "\n", - "# Limit frequencies and power spectrum to be below 1.5\n", - "frequency_limit = 1.5\n", - "limited_indices = fft_frequencies < frequency_limit\n", - "\n", - "# Filter the frequencies and power spectrum to be under 1.5\n", - "limited_frequencies = fft_frequencies[limited_indices]\n", - "limited_power_spectrum = power_spectrum[limited_indices]\n", - "\n", - "# Find peaks in the limited power spectrum\n", - "peaks, properties = find_peaks(limited_power_spectrum, height=0) # Adjust height threshold as needed\n", - "\n", - "# Get the peak heights\n", - "peak_heights = properties[\"peak_heights\"]\n", - "\n", - "# Round the frequencies to group close ones together (e.g., to 2 decimal places)\n", - "rounded_frequencies = np.round(limited_frequencies[peaks], 3)\n", - "\n", - "# Combine peaks with similar frequencies by keeping the one with the highest peak\n", - "unique_frequencies, unique_indices = np.unique(rounded_frequencies, return_index=True)\n", - "\n", - "# Sort the peaks by height and select the top 5 after rounding\n", - "sorted_peak_indices = unique_indices[np.argsort(peak_heights[unique_indices])[::-1]]\n", - "top_5_indices = sorted_peak_indices[:5] # Take the top 5 largest unique peaks\n", - "\n", - "# Extract the corresponding frequencies and periods\n", - "dominant_frequencies = limited_frequencies[peaks[top_5_indices]]\n", - "periods = 1 / (dominant_frequencies*np.pi) # Period = 1 / frequency\n", - "\n", - "# Define colors for the peaks\n", - "colors = ['red', 'blue', 'green', 'orange', 'purple']\n", - "\n", - "# Plot the limited Fourier spectrum and mark the 5 largest peaks\n", - "plt.plot(limited_frequencies, limited_power_spectrum, label=\"Fourier Spectrum (up to 1.5)\")\n", - "\n", - "pi_unicode = \"\\u03C0\"\n", - "# Plot each peak with a different color and add to the legend\n", - "for i, color in enumerate(colors):\n", - " magnitude = limited_power_spectrum[peaks[top_5_indices[i]]]\n", - " plt.plot(dominant_frequencies[i], magnitude, 'o', color=color)\n", - " plt.plot([], [], 'o', color=color, label=f'Period: {periods[i]:.2f}{pi_unicode}, Mag: {round(magnitude)}') # Empty plot for legend entry\n", - "\n", - "plt.xlabel('Frequency [1/zeta]')\n", - "plt.ylabel('Power')\n", - "\n", - "# Add legend\n", - "plt.legend()\n", - "plt.title(f\"Fourier spectrum of the cruvature drift for {machine}\")\n", - "plt.xlim(0, frequency_limit) # Limit x-axis to the frequency range\n", - "plt.show()\n", - "\n", - "# Output the dominant frequencies and their associated periods\n", - "print(\"Top 5 Dominant frequencies:\", dominant_frequencies)\n", - "print(\"Associated periods:\", periods)" - ] - }, - { - "cell_type": "code", - "execution_count": 287, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "5" - ] - }, - "execution_count": 287, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Ls = calculate_Ls(NCSX_eq,grid)\n", - "print(Ls)\n", - "first = check_peaks(data_bad[\"extrema\"],data_good[\"extrema\"])\n", - "print(first)\n", - "L_parallel = get_parallel_correlation_lengths(data_bad[\"values\"],data_good[\"values\"],Ls,first,type=\"next\")\n", - "print(L_parallel[1:5])\n", - "L_par = []\n", - "for i in range(len(L_parallel)):\n", - " L_par.append(zero_div(L_parallel[i]))\n", - "\n", - "plt.figure()\n", - "plt.plot(L_parallel[1:10])\n", - "plt.xlabel(\"Drift well number\")\n", - "plt.ylabel(r'$1/L_\\parallel$')" - ] - }, - { - "cell_type": "code", - "execution_count": 293, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([1, 2, 3, 4])" - ] - }, - "execution_count": 293, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.arange(1,5)" - ] - }, - { - "cell_type": "code", - "execution_count": 327, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[22.269075646123103, 19.23098338899338, 14.577229906678408, 13.427370480147289, 17.59127471084785, 21.136287240556268, 14.442345123350005, 11.270263071048435, 13.26874790717812]\n", - "[3.037148085696643, 3.6812147151197827, 5.764656510756183, 5.057735077701608, 3.3768541988778296, 3.128149109017791, 4.129739536013432, 5.816062651084522, 3.9857640053706973]\n" - ] - } - ], - "source": [ - "vals = data_bad[\"values\"]\n", - "R_eff = [row[0] for row in vals]\n", - "L_par = [row[1] for row in vals]\n", - "print(R_eff[1:10])\n", - "print(L_par[1:10])\n", - "crit1 = [2.66*(a/R + 8.00*a/L) for (R,L) in zip(R_eff,L_par)]\n", - "crit2 = [2.66*(a/R) for R in R_eff]" - ] - }, - { - "cell_type": "code", - "execution_count": 333, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 333, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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M8ESEl6PoKCbhtfERcLCxxLM/nREd5aZYbIiIyKTkVjVif2EtlgznaI22ONlZYcMDfbDleAV+z68WHeeGulRskpOTsWzZMixYsACHDh36y/NHjhxBTEwMtm7detWf/+1vf8Pq1asxd+5cVFYa7/4TRERk+NalFKOnpwPG9fQUHcWkTOrdAw9E98D873MhbzPctW06XWyampqwZs0avPXWW3jnnXewYMECqNXqq15TWlqKmJiYq/5s3759uHjxIlauXInp06fjpZde0kpwIiKi/6u2pQ1fZVVg8bBgWHCKt9atu683qpvb8NqefNFRrqvTxSY1NRURERGQSCSQSqVwcHBAYeHVi/ZMmzbtL+/bu3cvBg4cCACIj4/Hnj17rnuM9vZ2KBSKqx5ERESd9UlaGWysLPB4rJ/oKCbJ10WKN+6KxNsHipBb1Sg6zjV1utjU1NTA0fF/N2E5OTmhpqamS++TSqWor6+/7mtXr14Ne3v7Kw93d/fOxiMiIjPXoVJjw5ESzIn3h5Odleg4Jmv+4EAM9HfBE9tyoFIb3to2nS42Hh4eaG7+38qDTU1N8PDw6NL7FAoFXF1dr/valStXQi6XX3nU1hrf5ltERCTG9lMXUNGoxELu4q1TlhYSfDy5L7LKG/DRsVLRcf6i08UmISEB+fl/XFNTKpVoaWlBSEgIqqqqbvi+MWPGICsrCwCQkZGBsWPHXve11tbWkEqlVz2IiIg6Y11KCSZGdUeIu4PoKCYv2tsZy0aG4KVf8lDRYFi3jUg0XVgjOTk5GVlZWZDL5Zg8eTL8/Pwwbdo0pKWlAQCSkpLwwQcfIDw8HAsWLMCIESMA/DErytHREUVFRVi1ahV8fHw6dTyFQgF7e3vI5XKWHCIiuq7j5Q2Iff8w9swbhDHhN7+aQLdP0a5Cn7cPIsbHGd/PGCg6zhVdKjb6xmJDRESdMXPrCWTKGpC7LBESCWdD6cvv+dUY93Ea/t+sgZjUu4foOAC4QB8RERm5S02t+Ca7EouHB7HU6NkdPT3x6ABfPP3DKTQpO0THAcBiQ0RERu7fqaVwsLHEYwM4xVuEdydGQd6uwsu/nRMdBQCLDRERGbG2DjU+PFaKJxICYG9jKTqOWfJyssVb9/TC+pRiZMrqRcdhsSEiIuP1XU4VLja14mlO8RZqVpw/EkPcsXSH+E0yuYIREREZrXUpxbi/Tw8EdOMEE5EkEgm+mBqDfQU3X7hX1zhiQ0RERimttA5pZfXcxdtA+LtKMSPOX3QMFhsiIjJO61KKEePjjGHBbqKjkAFhsSEiIqNT2aBE8skqLBkezCnedBUWGyIiMjofHStFN6k1psR0biV7Mh8sNkRGqOSyHB+kFENtgDvrEumasl2Fj46VYt7gQNhZc4o3XY2zooiMiEajwReZ5Vj042k0tXbAx8UOD0R7i45FpFffnqhEnaIdTw0OFB2FDBBHbIiMRG1LGx76Igszvz2J2fH+uKeXF17fex4GvN0bkdZpNBqsTSnGQ/284eNiJzoOGSCO2BAZgd/OXcKsb09CAmD3kwm4o6cnMsrqEb8uBb/n12BchKfoiER6caSkDtkVjdj4QLToKGSgOGJDZMDkbSos2n4Kd36SjuHBbshdNgJ39PyjxMQFuOKOnh54fW+B4JRE+rP2cDHi/V0xKLCb6ChkoFhsiAxUVnk9Yt8/jC+zyvHVtBhsfWwA3OxtrnrNyjHhOFh0GUeKLwtKSaQ/ZXUKbD91AYuHB4mOQgaMxYbIwHSo1Fi9pwCD1h1BDydb5Dw3Ao8O8LvmWh2JIW4YEtQNb+w7LyApkX5tPFoCTwcbPNSXU7zp+niPDZEBKaptwfRvTiBT1oA37orEs4khsLC4/uJjEokEK0aH4Z6kDJyoaECMr4se0xLpj7xNhU/SyrBkWDBsrPhvcro+fncQGQCNRoOk9DL0e/cQGpUdyFgyDMtGht6w1PzXXb280NfbiaM2ZNK2HC9Hc6sK8zjFm26CxYZIsOrmVjzweSbmbsvBvEGByFgyDH19nDv9folEghVjwrEtpwr51c06TEokhkajwbqUEkyJ8UF3J1vRccjAsdgQCbTzzEVEv3MIWeUN2DtvEN6eGHVLK6lO7uuNUHd7/Gt/oQ5SEom1/3wtTl1o4k3D1CksNkQCtLR24Knvc3FPUgbGhnsg57kRGBXmccufZ2khwYujwvBFZjnK6hRaTEok3rqUYgwN6oZYP1fRUcgIsNgQ6Vl6WR36v3cYW09UYutjA/DVtP5wlVrf9udOj/VDDydbvHOQozZkOopqW7DjzEUsHhYsOgoZCRYbIj3pUKnx6u58DPngKAK6SZH7XCIe0eLOxDZWFnh+ZCg+SSvDpaZWrX0ukUgbjpTC19kO90f3EB2FjASLDZEeFFQ3Y9iGo3hj33m8fU8v7H4iAX6uUq0fZ25CABxsrPD+4WKtfzaRvjW3dmBTehkWDAmCtSV/XVHn8DuFSIc0Gg0+Ti1FzLuHoexQI3PJMDxzk7Vpboe9jSWWJgZjw9ES1CvadXIMIn35IrMcrR1qPDEoQHQUMiIsNkQ6crGpFZOSMjD/+1wsGhaEtMVD0ce789O4b9WCIUEA/lillchYqdUarEspxqMDfOHhYHPzNxD9B4sNkQ7sOH0B0W8fRO6FJhyYPxhr7u4FW6uuT+O+Fa5Sazw9JAjvHSqGvE2ll2MSadvvBdU4V93Cm4apy1hsiLSoubUDT2w7iXs/y8SESC+cfDYRiaHues/xzPBgtLR14NO0Mr0fm0gb1h4uxshQ9y4tVkkEcK8oIq05VlKH6d9ko07Rjm3TB2ByP3Eb9Xk52eKJhAC8daAQ8wcHcm8dMir51c3YlVeN7TMHio5CRog/7YhuU7tKjZd/PYdhG44gzMMBuc+NEFpq/mvZyFBcaGrFl1nloqMQdcn6lBIEdZNiYlR30VHICLHYEN2Gc5eaMWT9Ebx9oBBr7+2NXXPj4eNiJzoWAMDfVYrHB/phzf7zUKk1ouMQdUqDoh2bM2VYODQIljqaPUimjcWG6BZoNBpsPFKC/u8dggZA9rOJWDgsGBKJYf0gXj4qFIW1cnyXUyU6ClGnfJYhg1oNzI73Fx2FjBSLDVEXVTUqcden6Vj04yk8mxiCowuHItLLUXSsa+rp6YiH+nrj9b0F0Gg4akOGTaXWYP2REswY6Idu9pziTbeGxYaoC37IrUL02weRX9OCQwuG4J8TIg3+xtyXRochp6oJv5y9JDoK0Q3tyruEolo5Fg0LEh2FjJhh/0QmMhCNynbM2noCD36ehXv79MCJpYkYGuwmOlanxPi64K5IL6zee56jNmTQ1h4uxrienujV3Ul0FDJiLDZEN5FSfBn93jmEn89ewvaZA7Hp4X5wsjOulRJWjg3DsdI6HCq6LDoK0TWdudCEPQU1WMzRGrpNLDZE19HWocZLv5xF4sajiOruhNznEnFfH+PcYXhIkBtGhLhh9d4C0VGIrmldSjHCPOwxIdJLdBQyciw2RNdw5kITBq1PwbrDJdh4fzR+nhOHHs6GMY37Vq0YE47f82uQUVYvOgrRVerkbfgiqxyLhgbrbINYMh8sNkR/olZrsO5wMWLfPwwrCwmynx2O+UMCDW4a9624o6cHYv1c8Ma+86KjEF3l0zQZrCwsMDPOT3QUMgEsNkT/UdGgwJ2fpuHZn85g+ahQHFk4FD09DXMa962QSCRYMSYM209dwJkLTaLjEAEAOlRqfHCkBLPi/OBsZy06DpkAFhsiAMknKhH99iEUX5bjyNNDsGp8BKwtTe+vx329eyDSyxFr9nPUhgzDjjMXIWtQYBF38SYtMb2f3ERd0KBox/Svs/HIV8fxUD9vZC9NREJgN9GxdMbCQoKXRofh6+xKFNfKRcchwrrDxbgr0gthHg6io5CJYLEhs3WwsBZ93zmE3fnV2DErDv+e3BeOtsY1jftWTO3vA38XO7x5oFB0FDJzJyoacLDoMpYM52gNaQ+LDZmd1g4VXvj5DEZ9dAwxvs7IfW4EJvY2n12ErS0t8MKoUCSly1DVqBQdh8zY+iMl6OXliLHhHqKjkAlhsSGzklvViPi1Kdh4tBQfT+6LH2cOhJeTrehYejcrzh/d7K3x7sEi0VHITFU3t2LL8QosNsDNY8m4sdiQWVCrNXj3YBEGvp8CextLnHg2EXMTAsz2B6qdtSWeSwzBh8dKcVneJjoOmaFP0sogtbbE9Fhf0VHIxHTphoLk5GSkp6dDLpdjypQpSExMvOr5tWvXora2FlVVVVi6dCmioqKgUCjwzDPPICQkBAUFBXj22WcRFRWl1ZMguhFZvQIzt57AwaLLWDWuJ14cFQorE5zx1FXzBwfi9X3nsT6lBK+M6yk6DpmRDpUaG4+WYk68PxzM4L420q9Of0c1NTVhzZo1yMrKglKpRFxcHHJycmBh8ccviMLCQuzcuRO7d+9GaWkpZsyYgQMHDmDjxo0ICAjA8uXLcebMGTz11FM4ePCgzk6I6M++ya7Agh9OobujDY4tHIq4AFfRkQyGk50VFg8LwtrDxXg2McTo9r8i47U7vxoVDUrMGxQgOgqZoE7/szU1NRURERGQSCSQSqVwcHBAYeH/ZlXs27cPsbGxAIDAwEDk5eWhra0NRUVF8PPzu/LnKSkp6OjouOYx2tvboVAornoQ3Yo6eRumfnUc07ZkY1p/HxxfmshScw2LhwWjTaXGx6mloqOQGUlKlyExxA3hJrQAJhmOThebmpoaODr+75vQyckJNTU1133e0dERtbW1GDx4MNLS0gAAGRkZUKvVkMuvvX7G6tWrYW9vf+Xh7u7e5RMi2ltQg77vHMKBwlr8MiceGx6Ihr2NpehYBsndwQbzBwfi7YNFULarRMchM1Dd3IodZy5idpy/6ChkojpdbDw8PNDc3Hzl66amJnh4eFz3+ebmZri7u+PRRx9FZGQk3nrrLRQVFSEgIADOzs7XPMbKlSshl8uvPGpra2/lnMhMaTQavPDzGYz9dyriA1yRu2wEJvTiTsE382xiCC7L27E5o1x0FDIDXx2vgK2VBSb39RYdhUxUp4tNQkIC8vPzAQBKpRItLS0ICQlBVVUVAGD06NHIzs4GAJSVlSEyMhI2Njaora3Fww8/jOeffx4jR47E+PHjr3sMa2trSKXSqx5EnbUr7xLeOlCETx7qi+8ej4WHg43oSEbBx8UOs+L88K/959GhUouOQyZMo9FgU5oMU2J8eNMw6YxEo9FoOvvi5ORkZGVlQS6XY/LkyfDz88O0adOuXGpau3YtGhoaUFFRgSVLliAqKgqZmZl4+eWXMW7cONTX12Pp0qVwdXXt1PEUCgXs7e0hl8tZcuiGNBoN4tamwNvJFj/NiRcdx+gU1bYgfM1+fD4lBo/Fcodl0o2MsnrEr0vB0YVDMTjIdLcuIbG6VGz0jcWGOmvH6Qu497NMZD0zHAP8XETHMUqPfZ2N7IoG5D43AhYW5rm+D+nWU9/n4mBhLU4/P8Js15Ai3eNiHmT0NBoNXvktH/f27s5ScxteHBWKMxebsePMRdFRyATJ21T4OrsCs+P9WWpIp1hsyOj9eOoCTlQ2YhUXmbstfbydcW/v7nh9bwEMeCCXjNQPuVVoaVNhOi91ko6x2JBRU6s1eGV3Ph6M7oEYX47W3K4VY8KQIWvAnoKam7+YqAuS0mW4p5cXupvh3mykXyw2ZNR+yK1CblUTtwTQkviAbhgb7oHX954XHYVMSFFtC/YX1mJ2PNeuId1jsSGjpfrPaM3D/bwR7X3ttZGo61aMCcOBwlocLbksOgqZiM0Z5ejhZIu7IrmuFOkeiw0ZrW0nK3H2UjNeuYOjNdo0MtQdgwJd8QZHbUgLVGoNPsuQ4fFYP24+S3rB7zIySiq1Bq/+XoCpMT6I6uEkOo5JkUgkWDE6HD+fvYSTlY2i45CR21NQjfIGJWbxMhTpCYsNGaWtJyqQX92Mv3O0Rifu7uWFaG8nrNnHURu6PUnpMgwJ6oZIL254SfrBYkNGp0Olxqu7C/DoAF9E8IelTlhYSPDS6DAkn6xEQXXzzd9AdA21LW348RQ3vCT9YrEho7PleAWKLsvx8thw0VFM2sP9fBDibo9/7S8UHYWM1NfZFbC2lODhfj6io5AZYbEho9KuUuO1PQWYPsAX4Z4crdElSwsJlo8KwxdZ5ZDVK0THISOUlC7Dw/184GTHDS9Jf1hsyKh8mVWOkjoFXr6DozX6MD3WF16OtnjnYJHoKGRkjpc34ERlI9euIb1jsSGj0dahxmu/F2BWnB9C3B1ExzELtlaWWDYiBB+nlqK6uVV0HDIiSellCPdwwFDu4k16xmJDRmNzpgwVjUqsHMPRGn16IiEA9taWWHu4WHQUMhLKdhW2ZFdyw0sSgsWGjEJrhwqr95zH7Dh/BLnZi45jVhxsrfBMYgg+OFKCBkW76DhkBH48dQFNrR2YMZAbXpL+sdiQUUhKl+FCUytWcLRGiKeHBEKtATYeLRUdhYxAUoYMEyI84e1sJzoKmSEWGzJ4ynYVVu89jycS/BHQTSo6jlnqZm+Dp4cG4r1DRZC3qUTHIQNWelmOPQU1vGmYhGGxIYP3aVoZalra8NKYMNFRzNozw0PQ1NqBTelloqOQAducWQ4Pexvc3au76ChkplhsyKAp2lV4fd95zBsUAF8XjtaI1N3JFnMTAvDWgUK0dahFxyEDpP7PhpfTY/1gY8VfLyQGv/PIoP37WCnq5O14cTRHawzBshEhqGpsxZbjFaKjkAHaX1iL0joFL0ORUCw2ZLDkbSqs2V+IBUOCeBOigQh0s8djA3yxZv95qNQa0XHIwCSllyEhwBW9eziJjkJmjMWGDNaHR0vQqGzHC6NCRUehP1k+OgwFNS34PqdKdBQyIHXyNnyfe4GjNSQciw0ZpObWDvxrfyEWDg1Cdydb0XHoTyK9HPFgtDde33ceGg1HbegP32RXwkICPMINL0kwFhsySBuOlEDersLzIzlaY4hWjAnDycpG7Mq7JDoKGYikDBkm9/WGi9RadBQycyw2ZHCalB1460AhFg0LgqcjR2sMUX9fF0yI9MTqvRy1IeBkZSOyyhswJz5AdBQiFhsyPOuPFKNVpcayERytMWQrxoTjaEkdDhddFh2FBPssQ4ZQd3skhriJjkLEYkOGpUHRjrcPFOGZ4SFwd7ARHYduYFiwG4YHu+H1fedFRyGBWjtU+DKrHLPiuOElGQYWGzIoaw8XQ6XR4NnEYNFRqBNWjAnDb+eqkVVeLzoKCbLj9EXUKdq54SUZDBYbMhj1ina8e6gIS4cHo5s9R2uMwfgIT/T3dcbrezlqY66S0mUY39MTfq5cGZwMA4sNGYz3DhVBIpHgmcQQ0VGokyQSCVaMDsMPuRdw5kKT6DikZ7J6BX7Lr+baNWRQWGzIIFyWt+G9Q8V4bkQIXDld1Kg8EO2NSC9H/Gt/oegopGdfZJbDTWqNSb254SUZDhYbMgjvHiyCtaUEi4cFiY5CXWRhIcGLo0KxJbsCJZflouOQnqjVGiRlyPBYrB9srSxFxyG6gsWGhKtpacPalGIsGxEKZzuO1hijaQN84etsh7cOcNTGXBwqqkVRrRyz4ngZigwLiw0J9/aBQthZWWLh0CDRUegWWVta4IVRodiULsOFRqXoOKQHSRkyxPq5oJ+Ps+goRFdhsSGhLjW1Yn1KCV4YGQonOyvRceg2zI73h4udFd47VCw6CulYg6Id3+VUYTZHa8gAsdiQUG8dKISjrSUWDAkUHYVuk9TaEs8mhmDjsRJclreJjkM69O3JSmg0f1yCJDI0LDYkzIVGJTYcLcHyUWFwsOVojSl4akggrCws8EFKiegopEOb0mR4ILoHZzCSQWKxIWH+tb8QLnbWmD+YozWmwtnOGouGBmFtSjGaWztExyEdOFXViHRZPWZzw0syUCw2JERlgxIfHSvFi6NDYW/DqaKmZPHwYCjb1fg4tUx0FNKBzzLKEdhNilGh7qKjEF0Tiw0JsWb/ebjZW+PJQRytMTUeDjaYNzgAbx8sRGuHSnQc0qK2DvWVDS8tLLjhJRkmFhvSu/J6Bf59rAwrxoRDas3RGlP03IgQ1LS04fPMctFRSIt2nr2IGnkbZnLDSzJgLDakd6/vPQ8vRxvMTeBUUVPl6yLFzIH++Nf+QnSo1KLjkJZsSpdhbLgHAt3sRUchui4WG9KrsjoFPk0vw8ox4VyG3cS9MCoUJZfl+PZkpegopAWVDUrsyrvEtWvI4LHYkF6t3lsAbyc77gZsBsI8HPBIjA/e2FsItVojOg7dpi+yyuFsZ437+vQQHYXohlhsSG+Ka+VISpfh5TvCYWPFbz1z8NLoMJy+2ISfzlwUHYVug0ajQVK6DI/294Ed74sjA9elVdGSk5ORnp4OuVyOKVOmIDEx8arn165di9raWlRVVWHp0qWIiopCS0sLnnzySfTu3RunT5/GrFmzMHbsWK2eBBmH1XsL4O8qxQzeeGg2or2dMal3d7y+9zwm9e4OiYQzaYzRkZI6FNS04NvpA0RHIbqpThebpqYmrFmzBllZWVAqlYiLi0NOTg4sLP74l3dhYSF27tyJ3bt3o7S0FDNmzMCBAwfw9ddfw9PTEytWrMCJEycwf/58FhszVFjTgs2Z5fhkcl9YW3K0xpy8NDoMg9cfwb7ztRgT7iE6Dt2CTWlliPFxRn9fF9FRiG6q079hUlNTERERAYlEAqlUCgcHBxQWFl55ft++fYiNjQUABAYGIi8vD21tbfDy8kJNTQ0AoLq6Gv369bvuMdrb26FQKK56kGl4bU8BgrpJMT2We8uYm0GB3TA6zB2v7y0QHYVuQZOyA8knq3hfHBmNThebmpoaODo6XvnaycnpSmG51vOOjo6ora3FpEmTAADLli3DP/7xDzz++OPXPcbq1athb29/5eHuzpUtTUF+dTO+zCrHK+N6woqjNWZpxZhw7Dtfi9TSOtFRqIuST1aiQ63BtP78RwkZh07/lvHw8EBzc/OVr5uamuDh4XHd55ubm+Hu7o73338fYWFhePvtt/H5559j6tSp1z3GypUrIZfLrzxqa2u7ej5kgF77vQBhHg6YGuMjOgoJMjrMHfH+rnh973nRUaiLkjJkuK9Pd7g72IiOQtQpnS42CQkJyM/PBwAolUq0tLQgJCQEVVVVAIDRo0cjOzsbAFBWVobIyEjY2NhAJpOhe/fuAAAvLy+0t7df9xjW1taQSqVXPci4nb3YhK+zK/DKHRytMWcSiQQrxoThpzMXkVPZKDoOdVLepWYcLanDHG54SUZEotFoOr3ARHJyMrKysiCXyzF58mT4+flh2rRpSEtLA/DHrKiGhgZUVFRgyZIliIqKQmlpKZYtW3alGI0fPx4PPvhgp46nUChgb28PuVzOkmOkpn51HCcrG5G7bAQsubeMWVOrNej37iFEezvh60c5u8YYvPDzGWw9UYniFWP495eMRpeKjb6x2Bi30xeaEP3OQXzz6AA8wstQBODr4xWY/k02zi0fhTAPB9Fx6AbaVWr4/3MvnkwIwD/ujBAdh6jTeG2AdObV3fmI8nLCQ329RUchA/FwP28Eudnjzf2FN38xCbUr7xIuNrViZhzXnSLjwmJDOpFT2YhtOVV4dXxPWHAIm/7DytICy0eFYnOmDOX1XM7BkCWlyzAq1B0h7hxZI+PCYkM6sWp3Pvr5OON+7itD/8eMgX7wcLDBOweLREeh67jQqMTPZy9hTgLXriHjw2JDWpdd0YDtpy5g1TiO1tBf2VpZYtmIUHycWobq5lbRcegavjpeAUcbSzwQzcvIZHxYbEjrVu3OR39fZ9zbu7voKGSgnhwUADtrC6xLKREdhf4PjUaDTekyTO3vCyk3vCQjxGJDWpUpq8eO0xfxj/ER3PCQrsvR1grPDA/G+pRiNCqvv7YV6V9qaT3yLjVjdhwvQ5FxYrEhrVq1Ox9x/i64u5eX6Chk4BYODYJKo8GHR0tFR6E/ScooQ58eThjozw0vyTix2JDWpJXWYefZS3h1HEdr6Oa62dtgweAgvHuoCIp2leg4BKCltQNbT1RiTrw//w6T0WKxIa15ZXc+BgW64s5IT9FRyEgsTQxGg7IDm9LKREchAN/lVKG1Q41HB3DDSzJeLDakFUdLLuO3c9W8t4a6pIezHebE++PNA4Vo61CLjmP2NqXLMCmqOzwdbUVHIbplLDakFa/8lo+hQd0wNtzj5i8m+pPnR4aisrEVX2dXiI5i1vKrm3G4+DJmx/OmYTJuLDZ02w4V1mJPQQ1Ha+iWBLnZ49H+vliz7zxUaoPdus7kbc4oh4+zLcb15KVkMm4sNnTbXtmdjxEhbhgV5i46ChmpF0eHIr+mBdtzq0RHMUsdKjU+z5RhxkB/WFny1wIZN34H023Zf74GBwpr8SpHa+g29OruhAf69MDr+85Do+Gojb7tzq9GZWMrL0ORSWCxoVum0Wjwym/5GB3mjhGhHK2h2/PSmDBkVzTit3PVoqOYnU3pMiSGuCHMgxtekvFjsaFbtregBoeLL+PV8RGio5AJiPVzxfgIT6zee150FLNS3dyKHacvcqVhMhksNnRLNBoN/v5bPsb19MSwYDfRcchErBgdhpTiyzhcVCs6itn46ngF7KwtMLkvN7wk08BiQ7dkd341jpXW4dXxPUVHIRMyPMQNQ4O64XWO2uiFRqPBpjQZpsT4wMHWSnQcIq1gsaEu02g0+Puv+ZgQ6YlBgd1ExyETIpFIsGJMGH49V43j5Q2i45i8TFkDTl9swpz4ANFRiLSGxYa67Jezl5Auq8er43hvDWnfhEgvxPg44419HLXRtU3pZejl5YiEAFfRUYi0hsWGukSj0eCV3fm4p5cX4vjDkHTgv6M23+dWIe9Ss+g4JkvepsI3JyoxmxtekolhsaEu+enMRWSVN3AmFOnUA9HeCPdwwBqO2ujMD7lVaGlTYXqsn+goRFrFYkOdplb/MRPqvj7dMcDPRXQcMmGWFhK8OCoMXx2vQMllueg4JikpXYZ7enmhuxM3vCTTwmJDnfbj6Qs4WdmIVby3hvTg0QG+8HG2xdsHCkVHMTlFtS3YX1jLm4bJJLHYUKeo1Rqs2p2PB6N7oJ+Ps+g4ZAZsrCzw/MhQfJouw4VGpeg4JuWzjHL0cLLFhEhueEmmh8WGOuX73CqcutCEVeO4bg3pz5z4ADjbWuG9Q8Wio5gMlVqDzRkyPB7rxw0vySTxu5puSvWf0ZqH+/mgjzdHa0h/7G0ssXxUKN49VIS9BTWi45iEPQXVKG9QYhY3vCQTxWJDN7XtZCXOXmrG38eGi45CZmhpYgge7OuNBz7PRE5lo+g4Ri8pXYYhQd0Q6eUoOgqRTrDY0A39d7RmaowPono4iY5DZsjCQoLPp/RDfx9n3LUpHbJ6hehIRqu2pQ0/nrqIORytIRPGYkM39E12BQpqWvD3O3hvDYlja2WJ7TMHwsXOChM+SUe9ol10JKO05XgFrC0leKivj+goRDrDYkPX1aFS49Xf8/HoAF9EcNiaBOtmb4Nf5sTjsqIN92/ORGuHSnQko6LRaLApvQwP9/OBkx03vCTTxWJD17XleAWKLyvwMu+tIQMR6GaPX+bEI7O8HrO+PQm1WiM6ktHIrmhETlUTZvMyFJk4Fhu6pnaVGv/YU4DHY/0Q7snRGjIcMb4u+P7xgdh2sgorduWJjmM0ktLL0NPTAUODuomOQqRTLDZ0TV9klqOsToG/jQ0THYXoL8ZFeOLTh/riX/sLsfFIieg4Bk/ZrsKW7ErMjuOGl2T6eKGV/qKtQ41/7inAzDg/hLg7iI5DdE0z4vwha1Bi0Y+n4Otih3v79BAdyWBtP3UBTa0deHwgN7wk08cRG/qLzZkyVDQqsXIM760hw7ZyTBhmx/tj6pbjSC2tEx3HYCWlyzAhwhPeznaioxDpHIsNXaW1Q4V/7inAnPgABLnZi45DdEMSiQQfPhCNUaEemJiUgYLqZtGRDE7JZTn2nq/hTcNkNlhs6Cqb0mS42NSGFWN4bw0ZBytLC3w7fQACu0kx4dN0XGpqFR3JoHyeWQ4Pexvc3au76ChEesFiQ1co21V4fd95PJHgD39Xqeg4RJ3maGuFnXPiodYAE5MyIG/jGjcAoFZr8FmGDI8P9IONFX/ck3ngdzpd8UlaGWpa2vASR2vICHV3ssWuufE4X9uCKV8dR4dKLTqScPvO16C0ToFZcbwMReaDxYYAAIp2FV7fex7zBwfC14WjNWScIrwc8dPsOPyeX43FP56GRmPeC/glZciQEOCK3tznjcwIiw0BAP59rBT1inYsHxUqOgrRbRkS5IYtj/bHR6ml+Nf+QtFxhKmTt+GH3Au8aZjMDosNoaW1A2/sO48FQ4I4HZRMwgPR3nh/Um+89EsevsoqFx1HiG+yK2EhAR7pxw0vybxwgT7Ch8dK0dyqwgscrSETsnh4MMrqFZidfBI+znYYHe4hOpJeJWXI8FBfH7hIrUVHIdIrjtiYuebWDvxrfyGeHhqI7k62ouMQadWbd/fC/X164P7PM5Fb1Sg6jt6crGxEVnkDL0ORWWKxMXMbjpRA0a7C8yM5WkOmx8JCgs+nxCDGxxkTPk1Heb1CdCS9SEovQ6i7PRJD3ERHIdK7Ll2KSk5ORnp6OuRyOaZMmYLExMSrnl+7di1qa2tRVVWFpUuXIioqCqtWrcK+fftgYfFHh6qoqEBBQYH2zoBuWaOyHW8eKMTiYcHwdORoDZkmO2tL/DhzIIZ+cBQTPk1HytNDTPryTGuHCl8dr8CziSHc8JLMUqeLTVNTE9asWYOsrCwolUrExcUhJyfnSmEpLCzEzp07sXv3bpSWlmLGjBk4cOAABg4ciL/97W+wsrLC2bNnsWXLFp2dDHXN+pQStKs0eG5EiOgoRDrVzd4Gu+bGY9D6I7h/cyZ+fSLBZBes23H6IuoU7ZjBDS/JTHX6b3ZqaioiIiIgkUgglUrh4OCAwsL/TaXct28fYmNjAQCBgYHIy8tDW1sb7rnnHlhZ/dGfPvnkEzzxxBPXPUZ7ezsUCsVVD9KNBkU73jlYhCXDg+HuYCM6DpHOBbrZ45e58cgor8fs5JMmu8ZNUroM43t6wo+rh5OZ6nSxqampgaOj45WvnZycUFNTc93nHR0dUVtbe+VrpVKJS5cuITAw8LrHWL16Nezt7a883N3dO30i1DVrDxdDpdHg2cRg0VGI9Ka/rwu+f3wgvj1RiZW7zomOo3WyegV+y6/GHN40TGas08XGw8MDzc3/2zm3qakJHh4e132+ubn5qmKSnJyMhx9++IbHWLlyJeRy+ZXHn4sRaU+9oh3vHirCs4kh6GbP0RoyL+MiPPHJQ33xxr7z+PBoieg4WvV5ZjncpNaY2JsbXpL56nSxSUhIQH5+PoA/Rl9aWloQEhKCqqoqAMDo0aORnZ0NACgrK0NkZCRsbP73S3Pnzp24++67b3gMa2trSKXSqx6kfe8dKoJEIsEzwzlaQ+ZpZpw//jG+JxZuP4Udpy+IjqMV/93w8rFYP9haWYqOQyRMp28ednZ2xvLly7F8+XLI5XJs2LABJSUlmDZtGtLS0hAaGooJEybgH//4ByoqKrBx48Yr7z116hSioqJgacm/bKJdlrfhvUPFeGFUqEnPDCG6mb+NDUdZvQJTvjqO/fMHIyGwm+hIt+VQUS2KauXc8JLMnkRjwHfQKRQK2NvbQy6Xc/RGS1buysNHx0pRvGI0nO1YbMi8dajUmPRZBjJkDTi2aCjCPBxER7plj3+TjTMXm5H5zHDRUYiEMs35jnRNNS1tWJdSjOdHhrLUEAGwsrRA8vRYBLhKcecnaahubhUd6ZY0KNrxXU4VbxomAouNWXn7QCHsrCyxcGiQ6ChEBsPR1go758RBpdZgYlIG5G0q0ZG6bOuJSmg0wNT+vqKjEAnHYmMmLjW1Yn1KCV4YGQpHW+59SvRnPZzt8OsTCSioacHULcehUhvsFfprSkqX4YHoHnDlfXNELDbm4s0DhXC0tcSCIddfR4jInEV4OWLHrDj8dq4ai7afMpoF/E5VNSJdVo/Z8QGioxAZBBYbM3ChUYmNR0uwfFQYHDhaQ3RdQ4PdsGVaf3yUWoo39xfe/A0G4LOMcgR1k2JUKBc0JQJYbMzCP/cUwMXOGvMHc7SG6GYe7OuN9yZF4cVf8vD18QrRcW6orUONL7PKMSvOHxYW3PCSCOji7t5kXFRqDZ776Qw2HC1F0sP9YG/DdYSIOmPJ8BCU1Skx89sT8Ha2xagwj5u/SYCfz15EjbyNG14S/QlHbExUo7Idk5Iy8NGxUmyZ1h+zOA2UqEveuqcX7u/TA/dtzkRuVaPoONeUlC7D2HAPBLrZi45CZDBYbExQyWU5hn5wFJnl9dg/fzCmDeAUUKKusrCQ4PMpMejn7Yy7Pk1Heb1CdKSrVDYosSvvEmZzpWGiq7DYmJhjJXVIWJcCAEhbPAyDg4x7mXgikeysLfHjrIFwsrXCXZvS0aBoFx3pii+yyuFiZ437+vQQHYXIoLDYmJBvsisw6qNjiPVzwZGFQxDE4Wmi2+Zmb4Ndc+NR3dyGBz7PRFuHWnQkaDQaJKXL8OgAX9hZ8945oj9jsTEBGo0Gq347h2lbsjF/cCB2zIrjlglEWhToZo9f5sYjXVaPOcknha9xk1J8GQU1LZjNe+eI/oLFxsgp2lWYtiUb/9x7Hh8+EI337+0NK0v+ZyXStv6+Lvju8Vh8c6ISf/v1nNAsSekyxPg4o7+vi9AcRIaI072N2IVGJe7bnIm8S83YNTced/T0FB2JyKSNj/DCJ5P7YnbySfi7SDFfwEreTcoOJJ+swpq7I/V+bCJjwGJjpHIqGzExKQNWlhKkLh6GSC9H0ZGIzMKseH/I6hV4ensufF3sMLF3d70eP/lkJTrUGkzjhpdE18RrFkZo55mLGLrhCAK7SZHGUkOkdy/fEY5Zcf545KsspJfV6fXYSRky3B/dA+4ONno9LpGxYLExIhqNBu8dKsKkzzLwYLQ3fp+XAA/+cCPSO4lEgg8fjMbIUHfcsykDhTUtejnu2YtNOFpSx7VriG6AxcZItKvUmP99Lp7dcQavT4jEZ4/0g60Vp3kSiWJtaYHk6bHwd5Xizk/TUN3cqvNjfpYhg7+rHcaEG+YWD0SGgMXGCNTJ2zDh03R8mVWO72fEYvnoMEgk3PCOSDRHWyvsnBOHDpUGkz7LgLxNpbNjtavU+CKrAjMH+sOSG14SXReLjYE7X9OCQeuP4OzFJhx+eggeiPYWHYmI/qSHsx12PZGAc5daMG3LcajUulnjZlfeJVxsasXMOG54SXQjLDYG7GBhLRLWpcDRxgrpS4Yh1s9VdCQiuoZIL0fsmB2HX89VY/GPp3SygF9Sugyjw9wR4u6g9c8mMiUsNgbqs3QZ7vg4FSND3XFowWD4ukhFRyKiGxgW7IYt0/rjw2OleOtAoVY/+0KjEj+fvcSVhok6gcXGwKjVGiz/+SxmJ5/EshGh2DY9Fg62XG6IyBg82Ncb702KwvKdefj6eIXWPvfLrAo42ljyUjRRJ/A3pgFpae3AY99kY+fZS9j8SD/M4JROIqOzZHgISusUmPntCXg722JU2O3NYNJoNEjKkGFqf19IueEl0U1xxMZAlNcrMHzjURwuuow9Tw5iqSEyYm/fE4X7evfA/Zszcaqq8bY+K7W0HnmXmrl2DVEnsdgYgExZPeLXpUDRrkba4mFIDHUXHYmIboOFhQRfTI1BtLczJnyajooGxS1/VlJGGaK9nTDQnxteEnUGi41g3+dUIXHjUfTp4YRji4Yi1IMzHohMgZ21Jf7frIFwtLXCXZ+mo0HR3uXPaG7twNYTlZgd58+1q4g6icVGEI1Ggzf2nsfkL7IwY6A/ds6Jh6vUWnQsItIiN3sb7Jobj0vNbXjwiyy0dai79P7vcqrQ2qHGowO44SVRZ7HYCNDaocLMrSfxt1/zsPbe3tj4QB9YW/I/BZEpCnKzxy9z45FWVoe52052aY2bpHQZJkV1h6ejrQ4TEpkW/jbVs5qWNoz9dxq2n7qAn2bHYfHwYA4xE5m4/r4u+O7xWHydXYmXfz3XqffkVzfjcPFlrl1D1EWc7q1HZy404Z6kDKg1GhxZOATR3s6iIxGRnoyP8MLHk6MxJzkH/q5SzBsceMPXb84oh4+zLcb19NRTQiLTwGKjJ7vPVeOhL7MQ1d0RP86MQ3cnDi0TmZvZ8QGQ1Sux4Idc+LrY4Z6o7td8XYdKjc2ZMsyK84cVL1MTdQn/xujBxiMluGtTOu7u5YX98wez1BCZsb/fEY6Zcf545MvjSC+ru+ZrfjtXjarGVszi2jVEXcZio0MdKjUW/3gKT28/hb+PDceWaf1hx5VDicyaRCLBRw9GIzHEDfdsykBhTctfXpOUIUNiiBvCuPwDUZex2OhIg6IdE5My8ElqGbY+NgB/H9eTNwkTEQDA2tIC2x6Phb+rFBM+TUdNS9uV56qbW7Hj9EWuNEx0i1hsdKC4Vo6hHxxFdmUjDjw1GI/E+IiOREQGxtHWCjvnxKFNpcbEpHTI21QAgK+OV0BqbYnJfbnhJdGtYLHRsqMll5GwLgWWFkD64mFICOwmOhIRGageznbYNTce5y614NGvj0Ol1mBTmgxTYnzgYMu5HUS3gsVGi7YcL8eoD1OREOCKlKeHIqCbVHQkIjJwvbo7YcfsOOzKq8bdm9Jx+mIT164hug0sNlqgVmvw91/P4bGvT2Dh0CD8OCsOTnb81xYRdc6wYDd8NTUGu/Or0cvLEQkBrqIjERkt/va9TYp2FWZuPYEfci/g35Oj8eSgGy+6RUR0LZP7+eA7Cwnc7W040YDoNkg0Xdm4RM8UCgXs7e0hl8shlRreZZ2qRiXu+ywT+TUt+O7xWIwJ9xAdiYiIyKxxxOYWnaxsxMSkdNhaWSB10VBEeDmKjkRERGT2eI/NLfjp9EUM/eAIQtzskbpoGEsNERGRgWCx6QKNRoN3DhTi3s0ZeCTGB7ufHAR3BxvRsYiIiOg/eCmqk9o61Hh6ey42pcvw5t298NyIEN7gR0REZGC6VGySk5ORnp4OuVyOKVOmIDEx8arn165di9raWlRVVWHp0qWIioq68r7i4mJUV1ejpaUFH374ofbOQA8uy9sw+fMspJXVY/uMgbi3Tw/RkYiIiOgaOl1smpqasGbNGmRlZUGpVCIuLg45OTmwsPjjalZhYSF27tyJ3bt3o7S0FDNmzMCBAwdQUFCAPXv24OOPPwYA5Obm6uZMdCS/uhn3bMqAvF2FlIVD0N/XRXQkIiIiuo5OF5vU1FRERERAIpFAKpXCwcEBhYWFCA8PBwDs27cPsbGxAIDAwEDk5eWhra0N27Ztg42NDd59913U1tbiiSeeuO4x2tvb0dHRceVrhUJxq+elFfvP1+DBz7MQ6m6PA08Nho+LndA8REREdGOdvnm4pqYGjo7/m/3j5OSEmpqa6z7v6OiI2tpayGQyFBQU4Nlnn8XcuXNx//33X/cYq1evhr29/ZWHu7t7V89Haz5NK8O4j9MwJtwDBxcMYakhIiIyAp0uNh4eHmhubr7ydVNTEzw8PK77fHNzM9zd3eHo6HhlJCc4OBgXLlxAU1PTNY+xcuVKyOXyK4/a2toun9DtUqk1eP6nM3hiWw6WjwrFt48NgL2Npd5zEBERUdd1utgkJCQgPz8fAKBUKtHS0oKQkBBUVVUBAEaPHo3s7GwAQFlZGSIjI2FjY4PExESUlpYCAFpaWmBjYwMnJ6drHsPa2hpSqfSqhz41t3bggc8zsS6lBF9MjcE/J0TCwoIzn4iIiIxFl7ZUSE5ORlZWFuRyOSZPngw/Pz9MmzYNaWlpAP6YFdXQ0ICKigosWbIEUVFRUKvVeOGFF+Du7o7KykpMmjQJd9xxR6eOp88tFWT1CkxMykBFgxLbZw7EsGA3nR6PiIiItI97RQHIKKvHpM8y4GZvjZ9mxyHE3UFnxyIiIiLdMfuVh7edrETixqPo6+2MowuHstQQEREZMbMtNhqNBv/cU4CHvzyOOfH+2DknDi5Sa9GxiIiI6DaY7ZYKG4+W4pXfzmH9fb2xcFiw6DhERESkBWZ7j03pZTlq5G2I9XPV6ucSERGROGZbbIiIiMj0mO09NkRERGR6WGyIiIjIZLDYEBERkclgsSEiIiKTwWJDREREJoPFhoiIiEwGiw0RERGZDBYbIiIiMhksNkRERGQyWGyIiIjIZLDYEBERkclgsSEiIiKTYSU6wI38d39OhUIhOAkREREZAjs7O0gkkus+b9DFRqlUAgDc3d0FJyEiIiJDIJfLIZVKr/u8RPPfYREDpFarUV9ff9N2disUCgXc3d1RW1t7w/+DTAHP1fSYy3kCPFdTxXM1Pfo6T6MesbGwsICbm5tOjyGVSk36G+3PeK6mx1zOE+C5miqeq+kRfZ68eZiIiIhMBosNERERmQyzLTZWVlZ45ZVXYGVl0FfjtILnanrM5TwBnqup4rmaHkM5T4O+eZiIiIioK8x2xIaIiIhMD4sNERERmQwWGyIiIjIZpn0n0w0kJycjPT0dcrkcU6ZMQWJiouhIOnHmzBksWLAAd955J1588UXRcXSmsLAQr7zyCmJiYnD69GlMnjwZd999t+hYOlFXV4eZM2di6NChOH36NMaOHYvp06eLjqVTxcXF6NevH3bv3o1BgwaJjqMzgwYNgp2dHQBg2LBh+Oc//yk4kW7k5ORg27ZtsLGxwe+//45Dhw6JjqQTBw4cwOLFi6+sx3bmzBmkpaUhODhYcDLdWLlyJdRqNZqamhAcHIznnntOSA6zLDZNTU1Ys2YNsrKyoFQqERcXh5ycHFhYmN4AVm5uLoYPHy46hs7995f92LFjUV1djYEDB6K0tFR0LJ1QqVSYMmUKpk6dioaGBkRERJh0sVGr1XjzzTfRu3dv0VF07s4778SqVatEx9AplUqF559/Hr/++iskEgnuu+8+0ZF0xsfHB1u3bkVUVBQ6Ojowbdo0ky01BQUF2LlzJ06cOAG1Wg0vLy889dRTsLe313sWsyw2qampiIiIgEQigVQqhYODAwoLCxEeHi46mtY98sgjOHv2rOgYOjdw4MAr/1utVsPR0VFgGt3y8PDA1KlTAfwxkhEZGSk4kW699957mDdvHp555hnRUXQuJycHb775JpqamvDYY48hIiJCdCStS0tLAwCsXbsW9fX1GDFihOBEutOzZ88r//vnn3/GxIkTBabRLRcXFygUCqhUKrS0tCAwMPDK6KO+mWWxqampueoXn5OTE2pqakyy2Jij9evX48033xQdQ+c+/PBDbNmyBe+++67oKDpz4sQJAEBMTIzQHPqyfPlyJCQk4PLlyxg2bBiys7Nha2srOpZWyWQyZGZm4ocffoCNjQ3i4uKwc+dO+Pr6io6mU9u2bcOmTZtEx9AZLy8vLFy4EI8//jgaGhowZ84cYVdBzLLYeHh4oLm5+crXTU1N8PDwEJiItGXLli3w9vY22ftr/uypp57CY489htjYWKSmpup8XzURdu7cCQBYs2YNysrK8OWXX6K9vd1kL68mJCQAANzc3ODs7IyCggL06dNHcCrtcnR0REREBBwcHAAAvXr1wvHjx0262JSUlMDb21vYCIY+ZGVlYfv27di3bx86OjoQGRmJ8ePHIzQ0VO9ZTO+mkk5ISEhAfn4+AECpVKKlpUXI//mkXd9++y1qamrw9NNP47fffoNCoRAdSSeysrKQk5MD4I/RRltbW9TU1AhOpRsrV67EypUr8eKLLyIgIADTp0832VKTl5eHzZs3A/jjPpSLFy/Cx8dHbCgdiI+PR3V1Nf67NmxFRQVCQkIEp9KtTz/9FHPnzhUdQ6cqKirg6ekJ4I8ViN3c3NDW1iYki1mO2Dg7O2P58uVYvnw55HI5NmzYYJI3DgPA999/j0OHDsHa2hq9evXCvffeKzqSTmRmZmLevHmIiYnB9u3bUVZWhuPHj5vkTrqWlpZ44403EBcXh4qKCtx3331XXcs3RR9//DFKS0uxefNmuLm5meT5Ojk54YcffkB1dTVKS0uxatUqkxyF8/T0xMsvv4xly5bB0dER9957r0nfGN7R0YGioiKTvxduwoQJ2L59O1577TUolUqMGzcOvXr1EpKFWyoQERGRyTDNYQoiIiIySyw2REREZDJYbIiIiMhksNgQERGRyWCxISIiIpPBYkNEREQmg8WGiIiITAaLDREREZkMFhsiIiIyGSw2REREZDL+PzT+LViz/bfwAAAAAElFTkSuQmCC", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "# plt.plot(crit1)\n", - "plt.plot(crit2[1:10])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "desc-env", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Critical_gradient2.ipynb b/Critical_gradient2.ipynb index 4a3e5d1b93..1eb20fa1c8 100644 --- a/Critical_gradient2.ipynb +++ b/Critical_gradient2.ipynb @@ -13,14 +13,18 @@ "metadata": {}, "outputs": [ { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'desc'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[2], line 15\u001b[0m\n\u001b[1;32m 12\u001b[0m sys\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39minsert(\u001b[38;5;241m0\u001b[39m, os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mabspath(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[1;32m 13\u001b[0m sys\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mappend(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mabspath(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m../../../\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[0;32m---> 15\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mdesc\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m\n\u001b[1;32m 16\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mdesc\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mequilibrium\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcoords\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m get_rtz_grid\n\u001b[1;32m 17\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mdesc\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mgrid\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Grid\n", - "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'desc'" + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.2+414.g006934812.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", + "Using device: CPU, with 24.89 GB available memory\n" ] } ], @@ -41,9 +45,16 @@ "import desc.io\n", "from desc.equilibrium.coords import get_rtz_grid\n", "from desc.grid import Grid\n", - "from desc.compute.utils import dot\n", + "# from desc.compute.utils import dot\n", "from desc.backend import jnp\n", - "from desc.plotting import plot_surfaces" + "from desc.plotting import plot_surfaces\n", + "from desc.examples import get\n", + "from desc.integrals import Bounce1D\n", + "from desc.integrals.bounce_utils import (\n", + " _get_extrema,\n", + " bounce_points,\n", + " get_pitch_inv_quad,\n", + ")" ] }, { @@ -55,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -83,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 206, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -153,7 +164,7 @@ }, { "cell_type": "code", - "execution_count": 197, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -257,7 +268,7 @@ }, { "cell_type": "code", - "execution_count": 224, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -299,91 +310,151 @@ }, { "cell_type": "code", - "execution_count": 225, + "execution_count": 6, "metadata": {}, - "outputs": [], - "source": [ - "grid = get_rtz_grid(\n", - " eq_NCSX,\n", - " np.array(0.5),\n", - " # np.array(rho),\n", - " np.array(0),\n", - " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " np.linspace(0,2*np.pi,200),\n", - " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf),\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 217, - "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "grid = get_field_line_grid(eq_NCSX,n_pol=5)" + "eq = get(\"W7-X\")\n", + "grid = get_field_line_grid(eq)\n", + "cvdrift = get_value(eq,\"cvdrift\",grid)\n", + "plt.figure()\n", + "plt.plot(grid.nodes[:,2],cvdrift)\n", + "plt.axhline(0)\n" ] }, { "cell_type": "code", - "execution_count": 228, + "execution_count": 18, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "diff_l1 = get_value(eq_NCSX,\"|e_zeta|r,a|\",grid);\n", - "B = get_value(eq_NCSX,\"|B|\",grid);\n", - "l = get_arc_length(diff_l1,grid)" + "signs = np.sign(cvdrift)\n", + "sign_changes = signs[:-1] * signs[1:] < 0\n", + "plt.plot(signs[50:75],label=\"signs\")\n", + "plt.plot(sign_changes[50:75],label=\"sign changes\")\n", + "plt.legend()" ] }, { "cell_type": "code", - "execution_count": 196, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", "text/plain": [ - "
" + "(799,)" ] }, + "execution_count": 13, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "# drift,a = get_drift_curvature(eq_w7x,grid)\n", - "plot_drift_curv(eq_w7x,grid)" + "np.shape(sign_changes)" ] }, { "cell_type": "code", - "execution_count": 231, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
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" ] }, "metadata": {}, "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(α, ρ): [0.70710678 0. ]\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "grid,drift_curvature,a,l,data=get_everything(eq_w7x,n_pol=3,plot=True);" + "from tests.test_integrals import TestBounce1D\n", + "a = TestBounce1D()\n", + "a.test_interp_zero_crossing()" ] }, { "cell_type": "code", - "execution_count": 189, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -393,39 +464,108 @@ } ], "source": [ - "grid,drift_curvature,a,l,data=get_everything(eq_NCSX,n_pol=10,rho=np.sqrt(0.5),plot=True);" + "grid,drift_curvature,a,l,data=get_everything(eq_w7x,n_pol=10,plot=True);" ] }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 60, + "metadata": {}, + "outputs": [], + "source": [ + "eq = eq_w7x2.copy()\n", + "grid = get_field_line_grid(eq,n_pol=3)\n", + "zeta = grid.nodes[:,2]" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "kappa = get_value(eq,\"kappa\",grid)\n", + "kappa_geodesic = get_value(eq,\"kappa_g\",grid)\n", + "g_rr = get_value(eq,\"g^rr\",grid)\n", + "Kd = get_value(eq,\"K_d\",grid)\n", + "kappa_r = kappa[:,0]\n", + "diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "l = get_arc_length(diff_l,grid)\n", + "a = get_value(eq,\"a\",grid)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [], + "source": [ + "diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "l = get_arc_length(diff_l,grid)\n", + "a = get_value(eq,\"a\",grid)\n", + "coord = l/a" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_along_field_line(eq,grid,var1_name,var2_name,x_coord):\n", + " var1 = get_value(eq,var1_name,grid)\n", + " var2 = get_value(eq,var2_name,grid)\n", + "\n", + " fig, ax1 = plt.subplots()\n", + "\n", + " # Plot Kd on the first y-axis (ax1)\n", + " ax1.plot(x_coord, var1, label=var1_name, color='blue')\n", + " ax1.set_xlabel(\"l/a\")\n", + " ax1.set_ylabel(var1_name, color='blue')\n", + " ax1.tick_params(axis='y', labelcolor='blue')\n", + "\n", + " # Create a second y-axis sharing the same x-axis (ax1)\n", + " ax2 = ax1.twinx()\n", + "\n", + " ax2.plot(x_coord, var2, label=var2_name, color='red')\n", + " ax2.set_ylabel(var2_name, color='red')\n", + " ax2.tick_params(axis='y', labelcolor='red')\n", + "\n", + " # Add a title (optional)\n", + " plt.title(f'Plot of {var1_name} and {var2_name} vs l/a with Different Scales')\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 62, "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "Array(0.32263404, dtype=float64)" + "
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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -433,7 +573,31 @@ } ], "source": [ - "grid,drift_curvature,a,l,data=get_everything(eq_NCSX,n_pol=10,rho=0.5,plot=True);" + "# Create a figure and a set of subplots\n", + "fig, ax1 = plt.subplots()\n", + "variable = kappa_geodesic\n", + "name = \"kappa_geodesic\"\n", + "x_coord = l\n", + "x_name = \"l\"\n", + "\n", + "# Plot Kd on the first y-axis (ax1)\n", + "ax1.plot(x_coord, Kd, label='Kd', color='blue')\n", + "ax1.set_xlabel(x_name)\n", + "ax1.set_ylabel('Kd', color='blue')\n", + "ax1.tick_params(axis='y', labelcolor='blue')\n", + "\n", + "# Create a second y-axis sharing the same x-axis (ax1)\n", + "ax2 = ax1.twinx()\n", + "\n", + "ax2.plot(zeta, variable, label=name, color='red')\n", + "ax2.set_ylabel(name, color='red')\n", + "ax2.tick_params(axis='y', labelcolor='red')\n", + "\n", + "# Add a title (optional)\n", + "plt.title(f'Plot of Kd and {name} vs zeta with Different Scales')\n", + "\n", + "# Show the plot\n", + "plt.show()" ] }, { @@ -897,6 +1061,56 @@ "plt.plot(crit)" ] }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "from tests.test_integrals import TestBounce1D" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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7r6enh5c2E0IIISRyojqwqaysxMmTJwG4l0Do7+9HSUkJ2travNs899xzKCwsxFVXXYX33nvP777EYjFkMtmQf4QQQgiJL1GdY6NWq7F69WqsXr0aZrMZL774Iurr63HjjTdi586deO+99/Cb3/wG06dPx0svvYTOzk6sXLky0s0mhBBCSIREdWADANdddx2uu+66IY/t3LkTALBy5UoKZIhXs8GCmzZVI1kuxjv/Mw+piqRIN4kQEmZvVrfi0Y+P44byHKyamR3p5pAIiOqhKEKC8bMPjqG7346TXf148D9HI90cQkiYtfVZccumamQok/C7Laexp9kQ6SaRCKDAhsSFtj4rPjjagf9dXIw1F03C6/tb0GWyRbpZhJAw+uOOBqilImz98UJUFmix+WDb6C8icYcCGxIXPjzaAYlQgCUlKVg5PQtiAYP3DrdHulmEkDD698E2XDcrB1KxENfMyML2+l7YnWykm0XCjAIbEhf+c6QD55emQSYWQiUR4eLJ6XiLfq0RkjCOdRhxtMOEawfyai6bkgGj3YXt9b0RbhkJNwpsSMxzuFhsOd2Di8vSvY9dOS0LX9f0wupwRbBlhJBw+fREF5JlYiwuTgEAlKQqUJwsw+enfBd1JfGLAhsS8w63G2F2uLCgMNn72OLiFNhdLPZS8iAhCWF7vQ7nFCVDKGC8j5XnqLG7SR+5RpGIoMCGxLxdjXookoSYknFm+Y0JqXJkqiTYVkfd0ITEO47jsK2u19tb4zEjS4V9zX1wuijPJpFQYENi3s5GPeblaYb8UmMYBouLkrG9XhfBlhFCwqGu14x2o21YYDM9UwWzw4WjHSY/ryTxiAIbEvP2NOsxv0A77PHKgmTsadaHvT2EkPDa02SAgAHm5mmGPD4xTQGZWEDDUQmGAhsS05wuFsc7TZiRrR723KwcNdr6bOg0Uj0bQuLZgbY+lKUrIRMLhzwuEjCYkqHC4XZjhFpGIoECGxLTanvNcLi4Ifk1HrNy3MHOgba+cDeLEBJG1S193s/72aZmKnGkgwKbREKBDYlpnrHzyT4Cm0yVBFkqCQ60UmBDSDw70NaHcj+BzZRMJfXYJBgKbEhMO9ZhQoFWBqXE93qus3LUFNgQEsd6+u1oMVj999hkKNHWZ4PObA9zy0ikUGBDYtqxTiOmZA7vrfGYlqmiGRGExLGjA8NM07JUPp+fkul+/AjdBxIGBTYkph3tMPnMr/Eoy1DgZLcJHMeFsVWEkHA50dUPuViIXLXU5/MFWilkYgFOdlFgkygosCExi2U5HO80jdhjU5auhMnmQmufNYwtI4SEy4lOEyalKyAYVMdqMIZhUJKiQE2POcwtI5FCgQ2JWc0GK/rtLkzN9N0FDQBl6QoAwInO/nA1ixASRie6+lE2Qq8tAExIk1Ngk0AosCEx63S3O1gpTVP43SZTJYFaKsIJ6oYmJC6d6DJ5f8D4MyFVjppu+nGTKCiwITGrrtcMuViIDGWS320YhsHkdCVOdNFNjZB443CxqO0x+yz3MNiEVBqKSiQU2JCYVddrRlGKDAzje2zdoyxDgeOd1GMTCziOw+P/PQ7t45/g9s0Hwrp44YHWPkxa/xXKfv8V9tGq8DGhpscMJ8uhLH3kwGZimhw6iwO9NOU7IVBgQ2JWXa8ZxSnyUbcrS1fiBAU2MeGtA21Y++Vp3FKRj9f2tmDD9vqwHNfhYvGDN/YjXZmETKUEV7+6BzanKyzHJmPn+VxPGnUoyv18TTf12iQCCmxIzKrrtQQY2CjQoLfA6qAvqmjmdLH4xacncOPsHDx75TTct7gIT3xVA0cYem2+qu1BTa8Zr90wG6/fNBttfTb8dWcT78cl43Oyqx85aonfAp0ehckyCAUManpoSDoRUGBDYlagPTYT0hTgOKBeZwlDq8hYfXKiCye6+vGLCyYBAO45pxDtRhu21vTwfuwPj3Vi2YRUFKfKka+V4UeV+Xjmm1qqfxTl6nrNKEkdubcGAMRCAQq0MsqzSRAU2JCYZHG40G60oThFNuq2nuCnjm5qUe2N/S1YVJTsnbpbkqrA9CwVPj3Rxetx+6wObKvXYVV5jvexWyvyUdNjxu4mPa/HJuPToLOgMHn0ewAwMDOK7gEJgQIbEpPqe903qKIAemy0MjG0MjHqeummFq3MdhfeP9yBG2bnDnn8ksnpvAc2e5oNcLIczi9N8z42N0+DiWly/Gt/K6/HJuMTTGBTlCJDo556bRMBBTYkJnmClECGotzbySiwiWJf1/TA7HDhqulZQx6/uCwDp3vMaDHwVzl6V6MeWSoJcgaV5GcYBldPz8bHxzt5Oy4ZH47j0KA3BxzYFGhlaKTh6IRAgQ2JSfW9Fm9PTCBKUuSopcAman12sgvTMlXI0Qxd76eyQAuhgMGBNv5WaN/dpMdMHwsoXjApDSe7+tFA75uopLM4YLK5ggts9BbKm0oAFNiQmFSvM6MowBsa4O7ZoR6b6PX5yW5cWJY27HGFRISZWSocbDfyclyO47CrSY8ZPgKbxcUpkIoE+PxUNy/HJuPTMND7UpQcWK9tvlYGm5NFl4lq2cQ7CmxITGo2WFEQdGBD3dDRqMtkw5EOI5ZPHB7YAMD8Ai1vPTa1PWZ09zswM3t4YCMVC7G4OAVfnabAJhp5AptA7wOe7ZoMdB+IdxTYkJjUrLci76xhi5EUp8ihtzigo8qjUaeqQQ8AWFiY7PP5ygItTnT1w8JDHaKdjXqIBAym+CnJv7AwGVWN+pAfl4xfg86MDGUSZGJhQNt77heUZxP/KLAhManZYEWeJvAem5LUgSnf1GsTdaoadZiUrkCqwveaXwsKk+FkOezlYZmDqkYdZmarIBX5/nJcWJiM2h4zOo22kB+bjE8wM6IAdw9chjKJZkYlAApsSMxhWQ4tBivytIH32HhugJRnE32qGnRYUOC7twYAipJlSJGLsZOHnpOdDXpU5Gv9Pl9Z6H6Oj2OT8anvtaAwwPwajwKtDE16/mbYkehAgQ2JOd39dthdbFBDUVKxEDlqCQU2UcbFupN3/Q1DAe6p17Oy1CEPLqwOF/a3GjB/hMAmRZ6EsnQFdjToQnpsMn7B9tgA7jwbGoqKfxTYkJjTPFDTJJjABnDn2dRS5dGocqTdCJPNhYVF/gMbAJiVrcKuRl1Ip+rub+mDw8VhfoF2xO0WFiajigKbqNOgC7yGjUe+lor0JQIKbEjMaR6Y1ZAbRI4N4M6zoR6b6LK7SQ+ZWIBpmb6Tdz1mZqvRYbKjPoQ5Ut/V9yJVLsaE1JGHMyoLkrG7WQ+Wpfon0aLf5kSP2RF8jw0FNgmBAhsSc5r1VqTIxZAnBTYbwoNq2USf6tY+zMhSQyQc+VY0LVMJkYAJ6ZDQtvpeLC5OAcMwI243O1cNk81FBR6jiGeqd7A5NvlaKdqNtrCsGE8ihwIbEnOaDVbkBjkMBbgTiBt0VHk0mhxo7cOsHPWo28nEQszMVoUssOE4DtvrdFhcnDLqtjOy1RAw7raS6HAmsAmuxyZXIwXHAe00yy2uUWBDYk6zwRJ0fg3grlBqdbLopMqjUYHjOBxsCyywAYD5BckhC2xOdfejq9+ORUWjBzbyJCFK0xSopsAmajToLNBIRQEvqeLhWQ+slce1x0jkUWBDYo67OF9wv9SAM7/uGnQ0pBANGnQWGKzOgAObygItDrT2wWwff6G+bXW9kIoEmJMX2LHLczWobgl9HR0yNsEsfjlYtloCAGjto8AmnlFgQ2JOS19wVYc98rUyMMyZbmwSWZ6hHV/LGfiyoEALJ8thT5N+3Mf+trYXFflaSPwU5jtbeY6aemyiiHuqd3D5NQAgEQmRKhejtY+GouIZBTYkpnAc5+6xCaI4n0eSSIActTSkM2vI2B1o7UNxihxqaWDDCYXJMmSqJOMejuI4Dl+e7sayiakBv6Y8R41mgxXd/TSMGQ3cxfmC77EBgByNlHps4hwFNiSm6C0OmB2uMQ1FAZ4EYhqKigYH2vowKyew3hrAXajvnMJkbKvrHddxT3b1o0lvxYWT0gN+jWe4jBKIo8NYath45KillGMT56I+sNm8eTMeeugh3HPPPfjmm2+GPb99+3aUl5dj06ZNEWgdCbexFufzKEqWoZ6GoqLCgdY+zMoOLMfFY0VpGr6q6YHNOfY8m89PdkElEY1amG+wLJUEKXIxjnYYx3xcEhp2J4s2o23MgU2uRkpDUXFOFOkGjMRoNGL9+vXYu3cvrFYrKioqcPDgQQgEZ+KxhoYGlJeXR66RJKyaB9Z5GctQFOCue/HB0Y5QNomMgdHqRE2POeDEYY9LJmfg3ncPY1udDueXpo3p2J+fcg9DiUepnTMYwzCYmqnC0Q7TmI5JQqdJbwHHBT/V2yNHLcUuWvsrrkV1j01VVRXKysrAMAxkMhkUCgVqamqGbHPjjTcGtC+HwwGLxTLkH4k9rX1WKJKEAedlnI1q2UQHT8/HjCB7bIpT5ShLV+C/xzvHdFy7k8VXp3twwRiCoqmZShxppx6bSBtrcT6PHLUELTQUFdeiOrDp7u6GUnmm1LpKpUJ3d/eY9rV27VrI5XLvv9TUwBMHSfRoN9q8UzbHoihFBqPNCZ3FEcJWkWAd7TBBIhKgOCX4L6dLJmfgk+NdYzru1poeGG1OXDYlM+jXTstU4UiHkYLiCGvQWSAVCZChTBrT63PUUugsDlgc4y8bQKJTVAc2aWlpMJnOdP0ajUakpY2t+/mxxx6D2Wz2/uvp6QlVM0kYtfVZkaUa2zAUcOZXHk35jqxjnUaUpSsgFIy8nIEvl03JwJEOI0539wf92ncOtWF2rhrFo6wP5cvUTCV6zQ4q8BhhDTozCpJloy6F4Y+nSF8bzYyKW1Ed2FRWVuLkyZMAAKvViv7+fpSUlKCtrS3ofYnFYshksiH/SOxpN9qQpRp7j82ZIn0U2ETSsQ4TpmQGPiNqsKUTUpGuSMKb1a1Bvc7FcnjvSAeunpE9puNOy3K3lxKII8tdw2bs9+8cjadIHyUQx6uoDmzUajVWr16N1atX4+GHH8aLL76I+vp6rFy50rvN3//+dxw8eBDvvvsuvv7668g1loRF2ziHomRiITKUSainBQ0j6minCVMzRl7R2x+RUIBrZmbjzQPBBTbf1feiw2jD1dOzxnTcLJUEWpmYEogjrEFnQdEY82sAIFMpgYChZRXiWVTPigKA6667Dtddd92Qx3bu3On9/7fddhtuu+22cDeLRMh4e2yAMwnEJDIsDhfqes2Ykjm2wAYAVpXn4I87GnCk3ejtSRnNq3uaMT1LNebjumdGUQJxpDXoLWOeEQe4A+NMlYSK9MWxqO6xIWQwjuPQ1mdF9jhybAD3Ypj1VKQvYk529YPjgClj7LEBgMXFKcjTSPH3XU0BbW+0OrGpuhV3VBaMOTcDcCcQ01BU5LhYDo3jHIoCBor0UWATtyiwITHDaHPC4mCpxybGHeswQihgUJquGPM+hAIGPz6nEH/f3YR+m3PU7f9V3QIny+EHc3PHfEzAnUBMQ1GR09ZnhZPlQhTYUI5NvKLAhsSMdqP7RpQ1jhwbgAKbSDvaYcKEVHnAC1D6c0dlASwOF17b1zLidizL4YXt9fj+zGykyMc2RdhjaqYKXf12dJnoSzESxlvDxoNq2cQ3CmxIzGgb+IWVPc4em6IUOXrNDhito//SJ6F3rNM0rmEoj3SlBDfOzsWTW2vgcLF+t/vP0Q4cajPi58smjPuY07Lc7aZem8ho0FkgFDDIGeePm2y11PtDicQfCmxIzGg32iBg3F9o43Fmyjfl2UTCsQ4Tpo5xqvfZ/m9FKRr1FvxpR4PP5+1OFo98dAxXz8gKusqxLzlqKdRSESUQR0iDzoI8jRSiIJbD8CVLJaHAJo5RYENiRlufFRlKyZiKug1GtWwix+licbLbNK4ZUYMVp8rxwLnFePS/x31O4V/75Sk06Cz4w/emhuR4nplRxzqpxyYSxrOq92BZKgn0FgesVH04LlFgQ2JGKKZ6A4BaKkayTEyrfEdATY8ZDhcXkqEojzUXlaFQK8flf9+Nnv4zVYE37W/Bb744hSe/N2VMlYb9mZJBM6MiZbzF+Tw895EO6rWJSxTYkJgRqsAG8CQQ01BUuHl6OiaHMLCRioX4+Efz0Wd1YsZTX+PRj4/hhtf24YbX9+P+xcW4d1FRyI4FuKepU49NZLgDm/EHqZkD9xEajopPFNiQmNHWZ0O2enw1bDyKUmSo76Uem3A72mFEgVYGpSS0tUELkmXY97/n4poZ2XjvcAea9Ba8cdNsPHPF1HHVrfFlSqYSbX02GGgh1bDiOC5kPTYU2MS3qK88HKs4joOL5cadD0LOaDdaMTdPE5J9FSbLsaNeF5J9kcC514gKXW/NYKmKJGy4ajov+x7MM4x2rNOEBYXJvB+PuHX322F2uFAUgsBGJhZCIxVRYBNizhFmJ4YT9djwQGdxoPyZb5H9689xqK0v0s2JG+4em9AMRRUly9Cgpx6bcAvVVO9IKkqRQyoS4BhN+Q6rMzVsQrOAcZZKQjk2IfTox8cgeeRj/O7LU5FuCgU2fPjzzkboLQ5kKCW4953DkW5OXHC4WHSb7SHNsekw2mChWRFhw7IcjneaMJWnHptwEQoYlGUocayTEojDyRPY5GtDF9hQj01o7G8xYP2WGiybmIa1X55GU4R/NFJgE2IOF4sPj3fi3nOK8PQVU/FtXS9OdtEvu/HqMtnBcQhhYONOQGykmVFh02ywot/uwpQQ1bCJpCkZtLRCuDXoLMhSSSAVj69itUcWFekLmT/uaMC0TBX++6P5yFBK8J9jHRFtDwU2Iba7yQCD1Ykrp2Vi2cRUaGVifHAkshc5HrQZ3eXPQ5k8DFAtm3Dy9HDE+lAUQDOjIiFUNWw8qMcmNFiWwzuH2nHTnFyIhQJcPjUD2yKcv0iBTYh199sxOV2BSekKiIUCXDYlA/85SoHNeLUPLKcQqh6bZJkYSomQVvkOo6MdJqQrkpCqGN96TdFgSqYSdb1mGsoMo1DNiPLIVFJgEwqH243o7rfjorJ0AMBV07PQF+HlaiiwCbErpmXizRtne6eYXjI5HdvrdXQDHKc2ow2KJGHIpgkzDINCrZx6bMKIzxlR4TY1UwWOA0529Ue6KQkj1IGNu8fGCo7jQrbPRLS1pgcaqQizctxLliybmIYPb5kX0TZRYMODwXUzFhQkw8Vy2NdsiGCLYl+7MXQzojzctWyoxyZc4mFGlEdpmgJCAYNjVIE4bEJVnM8jSyWBxcHCaKPFcMdja00PzitJHVLaJNS1o4JFgQ3PSlLlSJWLsatJH+mmxLT2PiuyVKHJr/FwVx+mHptwOdZhjJsemySRABNS5ZRnEyZ9Vgd0Fkdoe2zUVKQvFKoadVhUFF31nCiw4RnDMJhfoMXORn2kmxLT2ow2ZIcov8ajKJmGosKly2RDj9mBKRmxPyPKY0qGkmrZhEmoa9gAtF5UKHQYbWjrs2FOiAqnhgoFNmFQka/FHuqxGZd2o837CytUCpNlaOmzwu6MjmqZ8cwTAMRLjw3g/ltoynd48BHYpCuSwDDUYzMeB1rdBWhnZasj3JKhKLAJgxlZKtT2mmG2UwLxWLX1hW4BTI/CZBk4Dmg2UK8N3451mqCUCJGnCe1wYiRNyVDhZLcpasrIx7P6XjNS5GKopeKQ7VMkFCBNnkSBzThUtxqQo5YgI8T35vGiwCYMpmW5Z1Acp/H4MeE4Du1GK7JDnGNTlOJORKThKP4d6zRhcroy4kmFoTQ1UwmHi0MtJaDzrq7XguKU0CUOe2Spacr3eFS39qE8J7qGoQAKbMJiYpoCYiGDw+00g2Is+qxOWBxsyHtsMpRJkIoEtMp3GMTTVG+PyZ7FMGk4ind1vWZ+Ahsq0jcuxzqic4kUCmzCQCwUoCxdiSMU2IyJ58YT6uneDMMMzIyiX9x8O9ZpjKvEYQBQSkTI10ppZlQYuAOb0OXXeGSpJN7inyQ4HMfhZFc/yqKwhAMFNmEyLUuFI1TzYkw8gU2oe2wA95pRwQ5FcRyHF7fX46EPjsJENTBGZbI50aS3xl2PDeDOs6Eem8B8XdODO986iMNtfUG/lnpsok9rnxVmhwuT0hSRbsowoSnjSkZVlq7Am9WtkW5GTGrrs0LAAOlKPgIbGU51B1c99t8H2/CTdw9DJGDQ3W/HxlXlIW9XPPHklsVLcb7BpmQq8V19b6SbEfVaDBZc9rddsLtYfH6yC8dXLw34tTqzHQark6fARor2gXXoSHA8VbcnpUdfYEM9NmEyIVWB2l4zXCyV7w5Wu9GGDKVkSGXLUClKCb5I31Nf1+L7M7PxyvWz8I+9zbRC+CiOdZogFjKYkBr6L6ZI8yyGSWX5R/bsN3XQSEU48tASNOotePdQe8CvrRvIgeOrx6bTZAdL9+Wgnezqh0oiQmaUzYgCKLAJm4lpcjhcHJr19CUYrHajjbcPT2GyDE16S8ABZ5Pegp2NetxakY/rZuUgRSbGG/tbeGlbvDjaYURpmgIiYfzdbqZmKmGyudBsoF/9/rAsh9f3t+C2+QUoTVdiRWk6/n2wLeDX1w3MOgtlDRuPTJUETpZDr8UR8n3Hu5Nd/ZiUrojKmY7xd6eJUhNS3d11p3soUTVY7TxUHfYoTJbDyXJo7Qvsi2nL6W5IRQIsnZiKJJEAl0zOwGcnunhpW7w41GbEjCgr4BUqUzLdCdGUZ+Pf4XYj2vpsWDk9EwBw6ZR0fHGqO+BekrpeM3LUEkjFwpC3zZO31x7g55+ccaLLFJXDUAAFNmGToUyCUiJETQ+tBhysdmPoi/N5FA38Cgx0OGpfcx/m5GkgG7jJrihNw/Z6HRVfHMHBtj7MzI6vGVEeaYokpCmScKyTJgb488WpbiTLxN56J+cUpsBgdaImwB95tT38JA4DgwIbSiAO2smu/qhMHAYosAkbhmEwIVWB00EmqhJ+llPwyFZLIRIwAa/yva/FgDm5ZwpSnV+aBruLxXZKIPVJb3GgSW/FzDjtsQHcw1FUo8q/L091Y9nEM6s/z8hWQShgsK/FENDr+ZoRBQDJMjHEQoYCmyA5XCxqe82YlB6dEwIosAmjianygH+lkDP47LERChgUBLjKt8PF4lC7cUhgk6eVYUKqHNvrKLDx5dDA1N54DmzKc9TeNXPIUBzH4bsGHZaUpHofk4qFmJapRHWA54zPwEYgYJCppCnfwWrWW+FiOZRE6YQACmzCiHpsgudiOXSZbMgK8XIKgxVqAwts6nQW2JzssJVs5+ZpsK+Fvth8OdhmhEbqLmQXr8pzNDjUZqQ1o3yo6zVDb3FgXv7Qz8ycXE1AgQ3LcqjX8bOcggfVsgmeZ329aP1cU2ATRhPT3D02NDU0cN39drAckKlM4u0Yhcky1AdQffhUdz+EAmZYPZY5uZqAu9UTjTu/Rh2VMydCZVaOGlYnG3Q9pESwr9kAATN89edZOeqAKrG3G22wOVleqg57ZKok6KDAJijNBiuEAobXH5zjQYFNGE1IVaDf7kKnyR7ppsQMb9VhNX8foKKUwKoPtxisKNBKkSQa+rGZk6dBi8FKN0cf4jlx2GNqphIiARPw0Eoi2dtiwOQMJRSSobVgJ6Qq0NVvR7995MrdnmCxlMfZN9RjE7wmvQU5an5qi4UCBTZh5KnDQAXdAuepCspXjg2AgfWiLKNOP20yWFHio0t89kDOzb5m6rUZjGU5HG43YmZO/ObXAO6ckSmZSlTTcOQw+1v6vJ+PwTzFGker/3OiywSlRIgcHn/YUGATvGaDFXka/nrRxosCmzDKGxiPbKQifQFr77NBIhJAI+Vv9Y+iZBlsThYdppFvbs0G32P9aYokZKkkOEprgQ1RrzPDZHNhRlZ8BzaAe6jlwBjWQIp3RzuMmJ41vMeueCCwaRotsOnsx6Q0Ja9DmVkqCdqojk1QmvQW5GmicxgKoMAmrCQiIbJUEgpsguCZEcXnjW3iQC0Gz9on/jQZrN4b8tmmZChxlFZ5HsIzU8jXF1u8Kc9R01DUWfoHFj+d7GONMJlYiGy1ZNQem5NdJpRl8FsrJUslQY/ZAQclfwesWW9FvpZ6bMiAAq2MhqKCwOdUb49cjRQqiWjE6rFWhzs3yt/sjCmZSqo+e5bdTe78ChWPvW3RojxXgw6jjSrYDnJyID+mzE9+THGKHE2j/Mg7EYYicJ78PcqRC1yzweodgYhGFNiEWUGyjHpsghCOwIZhmIHFDP0PJXmSi33l2AC0GKIvOxt1qCzQRroZYTFrII9oP+XZeJ3oNEEoYLzLyZytJEU+Yo+N3ekuAlfG86rw2VR9OCj2gWH7/Cgeior/n1JRwtHeDtZoRC6s2NZuge3UqSHPC1QqiLOyItS66NVutGFCKn+Bjee6TJKxOFzX6fe6eBbiKzpr2qnn9RMc/dBbHGg8eBxZctGw1ycaluWwu0mPa2ZkR7opvHO0t0NlNKJQJcZ31TVYLjqTRG5zsnDaRUBmdFZo5dOhdh1KUuTDZhF6PjP5sODrHhNsp0+DGbTN4M+ci+VQxlN1W087tA73EFTTiTrMsJ45VqJ+dkfT2mcFx7mLk0YrCmzCwGUw4PSy5QDHQV68GPUTl6P28vuGbsQwmFS1A0LN8BkEiaxBp8dx0xfY085iXta8kO578HXJmLAUnxctQu3l9w7daOC6fNNwEkKBFacNh5Cpqhj2eplUDaz4P3z944dQ0Vs77PWJdl3fPrYTRpsLSkUbgKJIN4c3g98D02ffgK9qFLjx13/1Pm8TiNCkzsKkD98E0lIi2NLw2tO+By/t/QwzUiuGPD7kXphXgbaZ1+D0Nd+HnB20uvbAZ+bDk4cAACb2BID5IW3f4HYAgPzi3+Dw75/F5KZdw9qRaJ/d0XxeWw0A6LGfBFAZ0bb4E/VDUZs3b8ZDDz2Ee+65B998882w55977jn84he/wB133IGjR49GoIWjE2o0kM2ZDQgEyLbo0SNRwSoYFFMKBJDNmU0fIB9a+swQCPV4fv/zId/34OsywdiBDpkWJtGg3qFB1+W/p/dCLDbgpeqXfL4+w9oHicuBRkWqz9cnmmerPgbDOPBpy58i3RReDX4PzO5twIHkArgwKNFdIIBkclnCvQee3/88rNY09DgODHl88PnKs/TCKRCiUzpo1tygz8wbh7+GSGTAX4+8EPL2DW4HAKTZjOjy0w4y1D8OfQTAhX+demnUbSMlqgMbo9GI9evX48knn8RTTz2Fe+65Byx7JnO9pqYGH330EdasWYPHH38c99xzTwRbO7L0+38KsCyyLToAQLtMe+ZJlnU/T4bY3rwLdqcEIpEJ+zv3Y3f77pAfw3NdSkydAIBaZcaZJweuy+723WgxOCEW9+FAV/WQdnhezwDIM/egWZ4y7PWJZnf7bhzvYCGVtuFg915erls08bwHynX1MIllOK0aNHzBskhedUPkGhcBu9t3Y19HNWy2NOhdR4Zdf8/5yjG711dr8fGZ2d2+GzXdLKTSDt4/+wCQbjWiWzJo9l6CfnZHs7t9N0716CASG3Gga1/UfrajeiiqqqoKZWVlYBgGMpkMCoUCNTU1KC0tBQBs2bIFc+fOBQAUFhbi+PHjsNvtSEoaXn7f4XDA6TxT5dJicSeDmvvs4BzCkLXZ5nTB3u+AxWgHKzqzX2ZKOQTzzkHaiTooWaBVkY0cuxUQCiGdPg3MlHKY+0avSOxv/3y2PVL737DtdSjZC6CCCwqHBi9X/QXTls8K2f6BM9cl4/BRpDidqNUUYnK/bsh1eXnLTyCxLYBc0g6FUz2kHZ7XWw8fQanZgA5FFuxiZVRdV773f/a+X676CwSmBUhX1AV03YLdf6iNd/+e90DRkWNId9hQnVqGYqsREAohnDETwuKyqG07H/t/ueovkFhyoXAlIUVoGXb9PedLc/QkUpwutCmzYTe0DfvMic0LoFXUjPk9NFrbB392c+wW9EmTA/7sRuN5D8f+X676C6TWHGiFJr/Xhe+2y9WjL68T1YFNd3c3lMozyVwqlQrd3d3ewObs55VKJXp6epCdPTxhce3atfj1r3897PEj37ZAKglddreT5dBjssOmNEB0Vrlp++Jb0N/9HpbZBdBnVaJZng8A0CxeCcPXzePeP59tD/f+W0ytEB1Pw3kOMVJ1UyHsKwbXDnxq2YVcZU5I229ffAsM3e/he2YHjBkVaGbcXdKaxStx9KNdYE9rUGnKhIK1Q9a+AFwHO6QdnteXQ4V2pRbNued5Xx8N15Xv/Q/ed4e5Da6T6ZhvzIVG2AVJ+8JRr1sk2x6q/XveA1eZbDBkzUcz3LPnFAtXwrinK6rbHsr9t5hawdVoMNleiCyHGKm6ieD6bMOuv33xLejt+Q8utHKwp5ajGe77+JnPXDLmm7KhZnSQjvE9FEjbPddtqiAFXVJ1wJ/daDvv4di/59rO0U8AGA4aP9eF77bPv7xk1G2iOrBJS0uDyXSmNojRaERaWtqQ52trzyRqmkwmpKamwpfHHnsMq1ev9v63xWJBamoqpp2bC5ksdNndNqcLtV39KElXQDIsWs1D07aNqHF2odjWhhXt2yGdPg35NwaegDXy/vlse3j3/8ct67Ffa0ejcTbKsreCETgghBCMzIAXlvgecx97+93Xxd53At/KtLh+0HX5yZaf4EhGLY7rliA35TBU2gMQCriz2uF+fZXuED7XnosHouy68r3/wfv+6ze/xy4Vi2aDDZPyPoZAaB/1ukWy7aHbv/s9oOjZi3dyK3Bz+3eQT5+KjFXzYqDtodv/H7esx7Gso+jVT0V7/3SU5WyBkBH4uP55qNn+TzQ52mDlDLj2rM9cdXI3anTnojj7a0ikXWN6DwXWdvd129J3HNsU5bg/wM9utJ33cOzfc21rLJMglzciI3Obz+vCd9sDEdWBTWVlJR555BEAgNVqRX9/P0pKStDW1obs7GwsX74cb7/9NgCgsbERkydP9jkMBQBisRhisXjY43J1EmSy0K0cLXC4kGS2Q6ZKglQ8/KLm3XcXNC9tQ7NEjiSrAXn33RVQ11qg+x8PPvcdzP53t+/GbsMO6FEBs8gKm0R35jnDDhwxH0BFVsWw142n/Xn33YVJv/gj/pN1KUTWPuTddxeOmA9gt2EH+p3FMAkAl7wNFrEJjMA5rB15992F3IfXoUUih81pw8Qouq5879+z7yPmQ9ht2IEOy9VwKZphl/Z6txnpugW6/2g/N3n33YVz7v9/eGbiMtQmyXHxfXdBqEqKibaHYv+ezy3EgIGVwSbRwZrkrg3l6/rn/Ph2pD//CY6psr33Qs9nTuecg36hE6yyAVaG9buPULQ97767kPLYBjTKFBAHeE+OpvMejv0PvrZ6lwIiaResYnenw9nXhe+2ByKqk4fVajVWr16N1atX4+GHH8aLL76I+vp6rFy5EgAwYcIEXHLJJVizZg3Wrl2Ll16K3ixtD0XlfOQrhGiTaSGbOweKytBOY4wHG/ZvgAACOB0qiERDi+YJIMCG/RtCfkxF5XzMyVbALJKiff55UFTO97bDas2GUGiGSHhmyYWz26GonI/SokwAQNfcRQl5XV+ufhkMJ0Rf3xSo1UNnKPJ13aKJonI+5kzMRKrNiKry5Qn3HvB8XgDA7tBCnHTmB4mv66+omIeJGjFqlRkQzZ075DNnMedDKmsBw7Aj7iMUFJXzkVuQCaswCa558xPuugXCc11YVginUwmx+Eytpmj8bEd1jw0AXHfddbjuuuuGPLZz507v///pT2Mvc720YiZ27apHxm0PRLopUcdgM6C6sxocODidSojEQwMbFiyqO6thsBmgkYR2Kua5d/8Q4s2tqLv8xiHtsFizIJG0Y/ByVb7aMfue28C81Q79ldeHtF2xwOQw4WDXAfSbC+ByKaHWHBnyPJ/XLZpkPfAAlj31If47bSGeSKAq1IM/LwDgsCcjKelMj52/619+4WI4dvRBd8s9Q/ZhNhdCoRxaLJPP99CkVVcDn/WCve3ukO43Hgy9J2sBCIYENtH42Y76wCYelUybgM6TFsjmhbbgXDzQSDT47NrPYLKbcO+/myESMHjuineHbKNMUvLyAUpZMB/zd32L71g1fjSoHVf/vR6zSqS4oXw5ClOTIBELfLYjZcF85H72OZq18V9t92xKsRIfXPUhfvafGojTrfjo+38Zvg1P1y2ayCsqcN8vcrDk7/tR3dqHKTwvBxAtBn9uAWD5izW4dqYG9yy+2buNr+s/Zd4MiHd+h5MpBZg/sI+2PgPmHjqFP1w2DxdNvnPI9ny9h4oXzAE++wL6wkkh33esG3xt9zSZccOJRmy89Clkq8+kdkTbZ5sCmwjI08hgdrDQWRxIkYcuvydeZCmyAAVgsnVgXp4GE5Mnhu3Y55dlYOPuZnAchyxFFhxSFqe6TuIn55QiX6XFhGTliOPGJWkK7/IL8cjuZHGiy4SefjtUUtGQlbs5lwYfHOnDi1dNx8Tkwgi2MrLOnZKD0rSTeOabWvz52pnex1sMFtT3WsABKE6RIVcTvSXpx8LzuXWxHNr6TmBubh4mJueN+BqxUIDJGUrsazHgB3PzkKXIwr5GBhyAa6ZN8S5QybcMpQQChtaL8sdzbXfXt0AoaMI5+ZMh5GHGU6hQYBMB+QOrojbrrRTYjMC9AGZ4F1o7f2Ia1nx+Cqe7+1GarsTuJj2sThYLC5MBdvShhQKtDE36+Fvh+dvaHmzYVo8Pj3XA4jiT9yARCXDNjCxcPTULbx1uQ4o8CT+YO/KXWbxjGAZrLpqEG17fjxvKc7CvyYA3N1XjUPvQYdXSNAVumpOLHy8sRAbPC72GU4vBCifLoSjZ94KxZzu3JAWfn+z2/vd7hzswN08TtqAGAIQCBulKCdqN8ffZDaVmvRXZKklUBzUABTYRkTfwS61Jb8HMHPUoWycmjuPQ3mdDpiq8gd+CwmSkyMV480AbHl9Rik9PdCFXI8XENDlOd/aP+vqCZBmqW+Nnhecj7Ub89P0j+PJUNxYWJuOpy6diUVEKMlUS6CwObD3dg+e21eKN/a0QCRi8d8s8yCI0EyKaXF+egzf2t+LSv+2GgAFunJ2LJy+fgmmZ7h6uE139+OhYB57fVocnt9bg0eUT8eCSkrg4d/UDPZbFKYEFNpeUpeOl7xrQqLMgVyPF+0facd/iYj6b6FOWSoK2PuqxGUmzwYI8bfSu6u1BgU0EqKQiqKUiNBvo14E/JpsLZocLWWH+JZskEuB/5uXhrzsbsXrZBPxrfyuunpEFhgnsF0qBVoZGvYXnVvLP6WKx9svTWPvlKczKVmPL3QuwdELqkPOQqZJgcoYSP5ybizf2NmNBUQpmUKAOwN1r887/zMUnxzvBcMD5ZelDhjDztDKcX5qG3148GU9/U4vffXka/9zbjNdvmo25edrINTwE6nUWJAkFAX92zy1JgSJJiHcPt2FSmhKdJjuunh7+VbWzVBIaihpFk96K/BgYQo3q6d7xLF8jQ1McfAHyxdMlHO6hKAC4a0Ehmg1WnPvidzjd04+7FwSeL5KvlaLP6oTB4hh94yjV3mfFBX/eiXVbTmP9pVNQdf9iLJuY5je4EwoYLChIRmm6IswtjW4ioQArJqWjQOv/i0CeJMTjK0px7OdLka2WYsHz2/H7LafBBjDsGa3qe80oTJZBEOBwhUQkxM1z87D2i9O4551DuLgsHVMH5W6FSzYFNqOKlR4bCmwiJE8rpR6bEXhuMOHusQGAsgwlXrxqOjqMNjxzxdSgbrKeL7FYDVq/runB7Ge+RaPegh33LcKDS0qifjw9HhQky/DFXQuw9pIyPP7JCVz2t13oMsXml2y9zoKilOB+1f/2kjJMz1IhUyXBnwYlXIdTlpoCm9E06a3IHyFQjxY0FBUh+Vop6npj88svHDqMNjAMkK6MTHL1XQsLcdfC4Gf2FCS7P/SNegumZ8fOsAzHcfjD1lo8+t/j+N6UDGxcVQ6tbHilbsIfoYDBz5dNxHklqbj+n/sw+5lv8a+bZuPcEt/LxESr+l4zJqYF13uXIk/Clh8v5KlFgXHn2NCPTX/sThYdJhvyNNRjQ/zIo6GoEbUbbUiTJ0EsjK23qFoqhloqQqMudm6QRqsT1/1zHx75+Bh+d0kZ3r1lHgU1EbSgMBn7HzwXc3I1WPbHKqz7MraGpup1FhQmR/+v+rNlqaTo6rfD6WJH3zgBtfZZwXFnJr9EM+qxiZB8rRTNeis4jgs4MTWRtBttyFLH5hTYAq0MTYbYCFpPdJpw1cY96Oq34/M7F2B5adroLyK8S5En4f1b5+GZb+qw+qNj+Ka2B/+4oRzpyuj+TLAsh2aDxdtzGUuyVRJwHNDVb0d2GKeaxwpP6kQ+5dgQf9xF+lzQxXCSKZ/ajTZkRvlN3J8CrQyNuugObDiOw6u7m1Dx3DYoJULsfeBcCmqiDMMweHBJCb699xwc7TBh9jPf4tvankg3a0Rd/XY4XFxMDFeczfNDivJsfGvWWyBgIpP3GCwKbCLE88FvjsNibqHQ2mdFToz+asrXSqN6yneLwYKrNu7BLW8ewG3z8/HNPefE5C/sRBFLQ1PNAz2VMRnYDHxhU56Nb0169z1ZFAPpAdHfwjjlySxvjpEhi3BrMViRG4M3R8CdQByNPTadJht+8ekJlK7/CtWtfdhy9wI8e+W0EZeIINHBMzT1xGVT8ItPT2DOs9/inUNtcEVZgOP5oRaLy0WoJCLIxALqsfEjVqZ6A5RjEzGeIn3xWH4/FFr7bMiJ4Ryblj4rXCwXFVOlD7f1YfVHx/DJiS5opWKsuagM9y4qiosqt4nEMzR1waQ0/Pqzk7jm1b3IVktw+eQMPHH5lKgIUFsMVqTIxZAnRb4twWIYBtlqKQU2fsRKcT6AApuIytfIqJaNDzanC939duTEaI9NvlYGh4tDh9EW8b/heKcJS17egaJkGdZeVIa7zymEltYni2kzstX49//Mw8kuE/62swkvbK+H0e7C6zfNjvhEhGaDNSaHoTyo+rB/zQYLFhenRLoZAaGhqAjK00ppyrcP7QPrtcRqjo2nSF+k82w4jsNd/z6IwmQZPruzEpdNzoiKX/UkNCalK/HriybhyUsn41/VrXjrQFukm+QeroiRX/W+ZKskaKUfmz65g9bYuLYU2ERQPlUf9qmlzzNOH5uBTa5GCoZBxPNs/nOkA9/U9uJP18yEIok6Z+PVucUpWFWeg//79ETEa7A062M3Nw5wf3ZbKHl4GLuTRbvRFhNTvQEKbCIqTyNDM/XYDOP5xRQL0wp9SRIJkKGURPwG+fQ3tbhsSgYqCrQRbQfh32PnT8Tp7n68e7g9ou2I9aGoXI0ULfRjc5i2GCrOB1BgE1F5GimaBor0kTNa+2zIUMZe1eHBctWRvUEeauvDN7W9eODc4oi1gYTPxDQFLi7LwJ+rGiPWBo7jYmrmjC+5Gina+mxRO50+UppiqDgfQIFNROVr3UX69FSkb4gWQ+zWsPGI9C+/TdWtyNNIsXwiFd1LFHcsKMAXp7pR32uOyPF1FgcsDjZmftX7kquWwsly6IzRBUj5EkvF+QAKbCLK02VLU76Hau2L7XF6ILKBDcdx2FTdiuvLcyCIgunmJDwunZwBjVQUseEoTw2bWB+KAhDxYeRo02ywIjtGivMBFNhEFBXp8y2Wqw57RDIJcU+TAbU9Zqwqz4nI8UlkJIkEuGxKBt49FKHAxlN1OEaGK3zxFBakPJuhmvSWmBmGAiiwiSgq0uebeygqNro8/fHk2EQif+rtQ20oSZVjbp4m7McmkXXV9Cxsq+9FZwRqsbQYrFBJRFBLY3dleHmSEFqZmJa6OUssTfUGKLCJuDwNTfk+W2tf5AvbjVeuRgqbk0WvOfz5U5+c6MKlkzMiXqyNhN/FkzOQJBTgP0c7wn7s5hheBmWwXDVN+T4b9diQoORracr3YEarE0abMy6GooDwd2m391lxoLUPF5Wlh/W4JDooJSIsm5CKT090hf3YsT7V2yNPS1O+z0Y9NiQoeRqpdyodcefXALFbnM8jUoHN56e6IRYyWDohNazHJdHj/NI0fHW6O+xTlpv18RHYRHpGY7RxuGKrOB9AgU3EUY/NUJ7AJtZ7bDRSEeRiYdi7tD890YVFRSlQSqjScKI6vzQNPWYHDrT1hfW47ho2sfOr3p9I16CKNq2G2CrOB1BgE3FUpG+o1j4rhAIG6YrYXqiRYRjkaqRhXXeG4zhsOd2NCyZR7ZpENitbjVS5GF+e6g7rceNlKIqWVRjKkwMaS7PdKLCJMCrSN1Sz3j0jKh7qr4T7BlnXa0Zbnw3nldAwVCITCBgsm5gW1sCmz+pAn9UZN4FNn9UJk80Z6aZEhaaB4nzZMVKcD6DAJuI8NwKaGeXWqLd4V8eOdeEeq/+2thdJQgHm0TTvhLdsQiq21ffCFaY8G8/7PNZz44DI5cdFq1grzgcAQQ3E//73v4fN5q6PwHEcGIYZMoTimV7KcRxkMhl+/vOfh7Cp8cnTvdekt2BGtjrCrYm8Rp0FBclxEtiopTjSbgzb8bbV96IiXwOpWBi2Y5LodE5RMkw2Fw63GzErh//7SlwFNuozgU1ZhjLCrYm8ZoM1phKHgSADm9WrV6Ovrw/ffvstlixZAqWSLvp4qaViqKUi6rEZ0GSw4uKs+JiqHO4em211Olw5LTNsxyPRa3qWCkqJEDvqdWELbJKEAqTFeG4cAKQpkiAWMpRnM6BJb4mpxGFgDENRd911F1599VV873vfQ19fH2677TaUl5fjqaee4qN9CcGTQEwGemziaCiqq98Om9PF+7G6TDYc7zRhcXEK78ci0U8kFKCyIBnfNfSG5Xgtfe7cuHgoCikQMMhVS9FEs1UBxOY0/qADmwULFmDz5s144YUXcMstt2D+/PlYs2YNPvvsMzz77LM8NDH+0ZRvN6PVCZ3FET9DUQM3g7Y+/svbf1evA+AegiAEAM4pTPa+L/jWEidVhz2KUuRo0NE9GQCaDBbvuoaxIujARiZz/4HTp0/HFVdcgbvvvhtXXHEF/vvf/+LYsWMhb2AioGUV3Dy/kOKpxwYITxLitrpeTMtUIUUe+0MBJDTOKUpGTY8ZHWFYNyreApvCZBnqeymw8RTni/sem+PHj8NutwMAcnLOrB4sEAgwffr00LUsgbiHouhD1OgJbOKkxyZLJQHDhCew2dWkx4JCLe/HIbFjQaG7925HA/+9NvEW2BQly9CgM0e6GRHX1mcDxyHmemyCLk/62Wef4fPPP0dGRgby8vIgEokwf/58KJVKCIU0G2Ms8rUyNA+sBB0PY9Rj1ai3QCURQSONj6q5YqEAGUoJ70mILMthf0sfVpXnjL4xSRhamRjTMlX4rr4XK6dn8Xqslj6rdzZRPChMdg9FJfo92fODO5aK8wFjCGyeeeYZXHDBBWhvb8e2bdvwn//8B4888oi3F+eee+4JeSPjXZ5Win67u0hfcgIPJXgSh+PpRhKO8uyne/phtDkxJ5fq15ChFhRqsatRz+sxnC4WHUZbXPXYFCbLYHWy6DTZkRlDhelCrdlgjbnifMAYApsLLrgAAJCVlYVrr70W1157LQDAZDLhkUceCW3rEkT+wFS6ZoM1sQMbvQUFyfFzcwTCM+V7X7MBQgGDmWGY1ktiy7w8Ld480AqW5Xir5t1hsoHl4qOGjUdRivue3KAzJ3Rg06izICfGivMBIaw8rFQqcfvtt4dqdwnF083XnOBTvht1sZd9P5pwBDZ7mw2YmqmEjArzkbPMy9fAZHPhZHc/b8eIp+J8HnkaGRgGCT8zyv1jM/buySENw2bPnh3K3SUMT5G+JkNif4hqeswoSZFHuhkhlauRelcs58u+FgMNQxGfZmSrIBYy2Nus5+0YnsAmJ45ybJJEAuSqpQk/MypWl7gZ85IKI6ElFYKXp5EmdI+NxeFCs8GKiWmKSDclpDw5NnwlIXIch30tfbwnh5LYJBEJMSNLjT1NBtw0J4+XY7QYrEiVi+NuKY9CmhmFRp0FF06KvUrwQS+pEG6PP/44ZDIZ6urqsGbNmiFTzD1effVVPPzwwzh48CCysmLzBp+nkSX0lO+6HvcNZEJq/PXYWJ0sdBYHLzVm6nrN0Fsc1GND/JqXr8GeZgNv+2/pi6+p3h6FyTLU01AUDUWF2pYtW9DR0YHHHnsMP/zhD/Hoo48O26a2thaTJ0+GXB7bX4j52sQu0lfjDWzirMeG5yJ9+5oNYBignBKHiR9z8zTY32LgbaXveKth41GSqkBtT+L22JhsTvSaHTE5FBXVgc2XX36JefPmAQDmz5+PL774Ytg2JSUlqKysHHVfDocDFotlyL9okuhF+k739CNDmQRVnNSw8eA7sNnbYsDkdCUUkvg6byR05uVp0W934USniZf9x2tgMyldgdM9/bwFhNGuKYYLpkZ1YNPd3e1dQVwmk0Gv1495X2vXroVcLvf+S01NDVErQ2Nwkb5EVNPdH3f5NQCgkYogFwt57LHpw9w8GoYi/k3PUiFJKOBtOKrFEF/F+TwmpSngcHEJm2fjqQRfGIOBTcR/5rlcLixatGjY47NmzUJaWhpMJvevDIvFAq1WO+bjPPbYY0NyhCwWS1QFN54ifQarE1qZOODX1feakaWSxHzi3ukeMybG2TAUADAMw9uUb47jsLdZj8dWlIZ83yR+JIkEmJWjwt5mPW6eF/oE4njNsZmU7r4fnejsR0mM35taDBaoJeKgesQbdbFbCT7iLRYKhaiqqvL53JYtW7Bp0yYAwO7du7FixQoAgNVqhdlsRkpKSsDHEYvFEIsDDxjCLW+gSF+T3hJwYPPU1ho89OExTM5QYsd9i4IKiKJNTU8/zimMz5WpczVSXpZVaNJb0WN2YC4lDpNRzM3T8tJj02d1wGRzxWVgkyxPQroiCSe7TbgEGZFuzpj9a38LbnpjPzKUEuz56WLkBZgz06i3xmwl+Kgeilq+fDkyMjKwfv16vPbaa1i3bh0AYPPmzfjtb38LwJ0789vf/hYGgwHPPvss6uvrI9jiscsPskhfd78dj31yAnctKECXyYbff3Waz+bxyuliUd9ricuhKIC/In2e2iTluZQ4TEY2j6cE4jPF+WJvuCIQk9IVONHJX3FDvvXbnLjv3cO4flYO5GIhfv35yYBf26iL3UrwEe+xGY0ngBns5ptvxs033wzA3RPz+OOP4/HHHw9300JKLRVDJQm8SN+/D7ZBLGTwh8unIkctxfPb6vDrC8uQJIrqWNWnep0FTpbDxLTYntnmT65aiiPtxpDvd19LHyalK6CWxm5PHQmPOXkaWBwsTnSaMDVLFbL9xmPV4cEmpSt5rdrMtw+PdUJnceDZK6dh84FWPPLRcTy/cjoC6YNp1FtQlh6bPzZj71swjuVrAy/St+V0D5aWpEIpEeEHc3PRY3ZgW10vzy0M3nuH27HqtX3YUa/zu43nS39KRuhuuNGEzx4bql9DAjEtc6ACcUtoh6NaDFZIRAKkyuMzuC5LV+Bkl//ZZC6Ww5rPTuJHmw+g0zh68dpw21TdgvNL05CpkuDqGVkwO1zYcqo7oNfGag0bgAKbqJKnkQVUy8bFcvi2tgfnl6YBcNdbmJSuwCcnOvluYlD2txhwzat78E1tD773913o6bf73O5wuxFFybK4m+rtkaeVoqvfDpvTFbJ9uhOHaSkFEpgkkQAzstTYF+I8m5Y+K3LU0pjMwwjEpHQFmvRW9NucPp9/eUcDfvPFKbx/pAOrXtsXVbNaLQ4X/nu8C9fNche1zdXIMDlDie0j/Mj0YFkOTTG6nAJAgU1UydcGVsvmeJcJeqvTG9gAwEVl6fj0RBefzQvaE1/VoDxHg2MPLwXLAX/b1eRzu8PtRkwLYfd4tMnjoZZNW58NnSY7TfUmAZubp8E+Hnps4nUYCgCmZLrvS8d81ABysRye+roWPz23GO/dMg9f1fTg65qecDfRr12NeticLFYM+p6oyNdgV5N+1Nd2mGxwuDgKbMj45WkCqz58utsMiUiAaZlngoEVpWk42Gb02ysSbt39drxzqB33nFMIjUyMm2bn4M0DrT63PdxuxPQ4Dmw8K5Y3hXAtsL0Dv7xnU+IwCdCcXA32t/SBDWECcbwHNqVpCsjFQlS39g177kSXCe1GG344Nw+LilNQka/Bq3uaI9BK376t60WeRjqkDk1FvhZ7mvSjvgfqet21e2Kxhg1AgU1UydO614sarTuzQW9BSYocAsGZ7t/KAvdU6T08ruIbjLcPtkEogLcb9MrpWTja4b4RDGZ3sjjRZYrrHptMpQQiAYPmEK7evq/FgJJUOZJ5WH+KxKc5eWoYbU6c7gldMmy8FufzEAoYzMxRYb+Pnq49LQakyMSYMXDvumZGNj442gGniw13M33aVteLxcUpQ4YJ5+drYbA6vUvY+FPTY0aSUBDw1PBoQ4FNFMkfVKRvJI16CyacNYMoUyVBvlaK3U38LXYXjM9PdmHphFRv3syCgmQIGOBA29BfPtWtBjhcHCrytRFoZXgIBO4ifaHusaH8GhKMGdlqCAVMSPNs4rU432Czc9w9XWfb3WzA4pIU7w/Mq2ZkocfswLdRMImD4zhUNehwTtHQ2mCzctRgGOBQ+/C/Z7DT3f0oTpFBKIjN3CkKbKJI/kAtiIZRVpRt1Ft8VumtyNdidwDjp3xzsRy2nO7BitIzy92rpCLMzFZj/1ldulUNemhlYkyK0xo2Hvna0K7evq/FQPk1JCgysRBTM5Uhy7Nxulh0GG3xH9jkqnGgtW9IDSAXy2FfswHnFZ8pEjspXYkJqXJsOR35PJsGnQUGq3PYjx+pWIgCrSygHptYXpCYApsoUpwqB8O4o2V/OI5Dg97is+aLZ/w00va3GKCzOHDBpLQhjy8oTB42Vr2zUYfKAu2QYbV4FGj+VCA6jDa0GKzUY0OCNjdXg30+eh/GosNkA8sBOWpJSPYXrRYWJsPscA0ZjjrY1gej3YXzSoZWv19cnBIVZTc899mZ2cNz8ErTFCN+xwDu76BYritGgU0UkQ1E0ye7/L/p2o02WByszx6bmdkqtPbZ0GuObAJxVYMOGqloSHIzACwqSsbxLhMMVgcAd5D2Xb07sIl3gc54C4RnKGEO9diQIM3J02BfsyEk05LjvTifx7QsFdIVSdhy+kz9l29qe33e4xYXp2Bnow6OCOfZVLcYMCFV7rOERmmaAqepx4aE06RRCkJ5uhDPzrEBgOlZ7uicjyq3wdjVpMe8/OG9MEsnpILl3DcFADjWYUK9zjJkOmK8cg9FhabHZm+LAQVaGdIUlDhMgjMnVwOdxYH63vEH2Z4eyJw4Th4G3AvZLpuYiq8GDTF9W9eLubmaYfe4xcUpsDhYn8nG4VTd2ofyHN8zJkvTFagZocfGYHGgu9+OCanUY0NCZFKaYsQS3qe7+yEVCZCjGn4zyddKoZKIcKTdf2AUDrubDJjvIxk4TZGEyekK7xj0u4fbka5IwjlFgS9mGqvyNFJ099thdYy/SN++ZgPm5NE0bxI8T/JoKPJsGnUWZKokkIqFIWhZdFtRmoava3tgsjlhdbiwtaYHC3z0NE9KU0AlEXnLMUTKkQ7/JTQmpirQYbLD5KfooOfHcyyv3RefpV5j2KR0Jd480Ob3+dM9ZuRrpT5zUhiGwbQsJQ6PkvHOJ4PFgeOdJlTk+x4mWViQjI+PdcLpYvHmgVZcMS0zZjPvg+GpZdNssI77hrG32YA7FhSEolkkwSglIpSluxOIr5mZPa59NemtKNDGd2+Nx8rpWbjnncPYfKAVyTIx+u0uLCke/oNMIGBQnqMeNouKZVk4HI6Aj2d3uMA5HbDbbGDY4AJHh5OFzWbH9HQpbLbhyzxMSBYjVyFEm96EaZmyYfuv7zIgTylEjkLg8/V8tl0sFkMgGH9/CwU2UWZSugLd/Xb0mu1I8VGj5HR3/4jVIKdlqnCkI3I9NgcHpnP7S2xdOS0TG/c14+K/7sKhNiM2Xl8extZFjqf6cJN+fKuYd/fb0ai3YA4V5iNjNCc3NEsrNMZwyf1gpSsluHF2Ln756UnIxEJcXJaObD9DcOW5alQ1uJct4DgOnZ2d6O0NLqGY4zhwLg7NZibo5SocLhZ/viAD2WITamtrfe0cf70oE8kCA5ob+4ftPwcO/P3iLDQ3NgR13FC0HQBSUlKQkZExrmU6KLCJMpMGVlM91dWPysLhgU1NjxnzR0ganZyhxMfHI7dm1JF2E5QSod/F04pT5Fhz0SQ88VUtfn3hpIRJgM1QSiAWMuOeGeUZu5+bpw1Bq0gimpunxfotp8Fx3Li+PBp1FiwqTh59wzjxxPem4MI/V6Hf7sIfvjcFrMt3AvbsHA3+UtUIp4tFT3cXent7kZmZCblcHvD5ZlkONpcLEqEw6BmjBqsDdp0FpZkqv73h9g4TtDIRMpWSYftv1Fmg5VgUp4ztB9hY285xHMxmMzo6OgAAmZmZYzo+QIFN1ClMlkMsZHCyux+VhUNvGizLoaanH9dOz/L7+tI0Bdr6bOi3OaGQhP/yHukwYlqmasQP8ENLJuDxFZPC2KrIEwgY5GnGX8tmb7MBOWoJMlXxPcWW8GdOrhpd/Xa0GKzjqizbqLdglTYnhC2LbpkqCQ78bAkAwOpw4ZSfnvHyXDWsThbHO40Q6t1BTUpKcHmELMuBc7ogEQUf2LhsHMRJEshl/ocJJRIHXAwDiWR4YONg7FBJJZBIxnaPGU/bpVJ3mzs6OpCenj7mYSlKHo4yQgGDiakKHPex6FprnxUWBzti969nmGO0Akx8ifcFLccjTyNF8zhnRu1rNlBvDRmX8oFh4vEkENucLrQbbQkzFBWMyRlKMAxQ0+kelpfLwzu7yOZkIRWN/NUuETFw+FgviuM4WBwsZOLIhQae8xVMTtLZKLCJQjNz1DjoY9G1UwOzpUZamGzCQJG/U6MUYOLLkThf0HI8QlHLZm+LgfJryLhoZWJMSJWPK8/GE6BTYDOcTCxEUbLcWytmPMN9Y2F1spCOEphIRALYfdTasTlZcBwHqShyM91Ccb4osIlC5Tlqn6vJnuruhzJJiDS52O9rpWIh8jTSUStL8qHLZENXv31Y0Srilq+VoWkcOTY6sx21PWbqsSHjNmecFYg9Abq/XLpENyVDidoQLjYaDKvDNWpgkiQUwOFicXafjdXpDnZkMT6FnwKbKFSeo0azwYru/qEVhI93mjAxTTFqRDsxVRGRHhtPYcBpWcqwHzsWuIeixt5j46mNQWtEkfGam6cZ11BUo94KiUiAdCoS6dPkDCVOd4c/HcDpYuFkuQCGogTgOAypkLxmzRrMKJuIH19/ecyX4KDAJgp5KkYeOKvX5kBrH2Zkj94bUpo++logfDjSYYJWJo77SqRjla+VocfsgNk+tiJ9ewYSh3PivIQ94d+cPA1aDFZ0GIOvUwK4E4f91dMiwJRMJWp6+hGClSuCYhvocZGMEth4emQsgwqG/uIXv8DK62+CkMdLunTpUvzqV7/i7wADKLCJQllqKbJUkiELWnIchwOtfT4XNTtbpHpsTnSZMDlj9B6lRJU3UMys2TC2Xps9A0tVEDJesz0JxGPMs2nUJU4Nm7GYnKGE1cHCFebIxjbQA5M0SmAjZBiIhQJYHGd6bDiOg8PFxkWwSoFNlDq3OAVf155Zm6TFYEWP2YGZAfbYtA5M+Q6n0939PhfnJG6eL4JG3RgDm2YD5tEwFAmBNEUSCrSyMQ9HuXtsKLDxZ0qGezg+3Ith2p0sxEIBBAH8uJSKBDAP6rGxOVmwnDvoAYCvv/4aEyZMQHFxMUpLS1FeXg6GYbBp0yZcdtllKCkpwfr164fsc+/evbjgghW48PxlWLToHDz11FPeBVfvuusuVFdXY+PGjVi6dCl+9rOfhfAvH4rq2ESppRNSsfrjY3C6WIiEAu+w1IxsNbr7Ru4+9ixeVttrxowAenhC5XS3GZVzEqdgV7DSFElQJAlR1xv82HuXyYYGnQXzKHGYhMicPPXYAxudxed6cMQtVZGEZLkYDh9F/OxOFuwoPTksy8HqdAEcgupB6bM6AI7zrkknYBi/vTdSkQB9g378muwugDlzPIlEgvLycrzyyitQq9XYunUrli1bBovFgo8++gg7duzAueeei1tvvRWZmZloa2vD8uXLsXHjq7josu/B1m/CwoULIBQK8cADD+BPf/oTTpw4EZbhKApsotTSCakw2VzY22xAZWEydjToUJIqR7JMPGpgU5TsDmwadJawBTZOF4t6nTmmV4TlG8MwKE6Ro24MKytT4jAJtbl5Wvx1Z2PQr+M4Dk0GC82IGkVJihxOdmiPjYvlcLLDOGruDctxsLtcSBIKA+p98WjUmyFkBBAM7J9hgCnZap/JwDKxEF39djhc7l4evcUBiVAABsAnn3yC3/3ud/j888+HFeq76qqrAACzZ8+Gy+VCbW0tMjMz8Y9//AMqlQpXXnklrE4XNBoNbrrpJjz//PN44IEHAv4bQoECmyg1JVOJPI0U7x/pQGVhMj450YULStMCeq1KKkKyTIyGMQ55jEWT3gqHi4vpFWHDwR3YBN9js6fZgAKtDBlUcZiEyJxcNRp0FvT025EaxOwmncUBk82F/ARZAHOs8pOlcJ7VYyMUMJiUqQq4x0YaZPVeOzgkS8XeCQYChvE7w0kuFoJhgD6rE8kyMfqsTkjFAhw+fBh/+tOfsGvXLhw8eBAVFRVDXqfVagGcqRLsWSizoaEBGRkZQ7bNzMxEY2PjuJfvCBbl2EQphmFw4+xcbNzThH3NBuxtNuCqGf6XUjhbYbIMDbrwTTc8PVCzgQKbkRWnyMYW2DTpMc/PiumEjIVnodr9QQ5H1Q4UnitJod7ZkRRq5T6r+yaJBJCKhSH/JxEJwICBWibyPjZSErFAAKgkIvSY7dBZHGAHCvMVFxfj3XffxYMPPogbbrgBRqMxsL+3sNC7zpNHR0cHCgoKwj6hhAKbKHb/uUXoszox99lvMS1ThRWl6QG/tihFhvoxDHmMVU23GWqpCKkjFA8k4+uxofwaEkpZaimy1ZKg82xqeswQMO517Yh/+clSOFnOmzzLNyfLgeU4JAkD/1rPUErQZ3WirteMVEUShAIGCoX7x+maNWuQmZmJe+65J6B9/fCHP4TRaMT7778PADAYDHj99dfxk5/8xLuNRqPxBkqLFy+GyzW20hejocAmiuVqZPjwtgr8eGEh3rllblBFkwqT5WEdijrd454RRVO9R1acIkenyR7UjLX2PitaDFbqsSEhNydX483fClRtjxkFWtmoU4oTXYHGnYN09nAUXwKtYTOYWiJCYbIMmSoJ3vvHn7Fx40ZUV1fj1ltvxcmTJ6HX6/Haa6+BYRh873vfA+CuRTP4fx944AFs27YNOTk5+PLLL7Fhw/O48PxluPjii3D77bcPya+5++678Z///AcLFy7EeeedB6GQnwrHlGMT5ZZOTMPSiYHl1gxWmCzDpupWHlrk2+nufkxMo19woyke6L6v11kCXiy0qlEPADTVm4RcRb4Wr+xuCuo1NT39mEBDzqMqSJbhcCdgc7kQjlrsnrWfxEH02ABAutKdt/e/DzyA/z0ryffIkSN+X7d169Zhj1VUVOCLL770mx90ySWX4NSpU0G1bywo5I5ThckydBht3ml/fKvpMWMC1bAZlSewCWY46rv6XkzNVCJZTuXrSWidU5SMBp0FLUEUjXR/1ulHzGjSFElgANjD2GOTFGANm3hHgU2c8kz5bhznatKBYFkONT3UYxMI1UAeUnCBjQ6LilJ4bBVJVJUFWggYYEe9LuDX1PT0U+JwABiGgUjA+FxFmw92J0vDgwPoLMSpwoEaE+FIIG4zWmFxsFR1OEAlqXLvzJLR2Jwu7Gk24JwiKnxIQk8tFWNGthrbAwxsbE4Xmg1W6rEJkEjIwO4MT2Bjc7FB5dfEMzoLcSpFLoYiSRiWKd+eVWwnUI9NQMrSlTjRZQpo233NfbA5WSyiwIbwZFFRMr4LMLCp67WA40A5NgESCQRh7bGRBJlfE6/oLMQphmEGatnw32NT32tGklCAbBUV7ArE5AwljncGtkjpd/W9SFckUX0gwptzipKxr8UwZKVnf2oGFtelHpvAiAQM7E7+c2w4joPNxdFQ1AA6C3GsKExTvht0FhQkS+NiVdhwmJyhRL3OHNAXyfZ6Hc4pSqZp9IQ3i4pS4GQ57B6YfTeSmh4z0hRJUEupXlUgxEIGLo6Di+W318ZTLydJSPcJgAKbuBauHptGvYWKdQVhcoYSHAec7Bq514bjOHzXoKP8GsKrwmQZstWSgPJsjnWaMDkjHJOX44No4Meejec8G88q4sEU54tndBbiWGGyDPVhyLFp0FlQoKUF8QI1MU0OAQMc7xw5z+Z4pwkdRhvOK0kNU8tIImIYBktKUvFVTfeo2x7tMGJqJgU2gQpXYOOZUh5sDZt4RWchjhUmy9BisMLJc/Jag87inYVFRicRCVGSKh81sPniVDc0UhEV5iO8W1Gahm9re0ete3W0w0SBTRDcU74FvNeysbtYCAX+F7xMNBTYxLE8rQwsB3SYbLwdg+M4NOqpxyZYk9OVAQU2yyamQkS/wgjPVpSmwepkR5wd1WWyobvfjikZgVXMJm5iIXifGWV3sTQMNQidiTiWN7B0fbPeytsxOk122Jws9dgEaUrmyIGN08Xiq9M9QS18SshYFabIMTFNji9O+R+OOtbhfr9Sj01wxAIB/0NRzuAWv4x3dCbiWI56ILAx8BfYNA4kJ1NgE5ypmSoc6zR5k/7OtqtJD6PNiRWlwa8TRshYrChNx+cnu/w+f6CtDxqpCLkaKusQjCQR/7VsHC42ZDOi3njjDbS0tPD+Gj5RYBPHkkQCZKokaOJxWQVPAcA8Ld3sgjE3TwObk8WRdqPP5z842oGiZBkmpVP9GhIeF5elY0+zAa1+fgjtbTZgbp6GSg8ESSwQ8F592O5iIQ5RDRu73Q6Hw8H7a/gU9at7P/7445DJZKirq8OaNWuQk5Mz5PlXXnkF+/fvR05ODqqrq/HCCy8gLY1+5XrkaaT89tjorchWSyAR8bP8fLyakqGETCzA3mYDynOHJgdzHIe3D7bj6hnZ9CVCwubCsnQokoR493A77l1UNOz5vc0GXDKZhkaDlSRi4GQ5uFiOl+RejuNgd/E3FHXy5Ek899xz+OMf/4if//znUCgUcDqdqKqqws9//nMsX76cl+OOR1T32GzZsgUdHR147LHH8MMf/hCPPvrosG26u7vxzDPP4JFHHsHcuXOxYcOGCLQ0evEd2DTozJQ4PAYioQCzctTY22wY9tyRdiNOdffj6hlZEWgZSVQysRCXTs7AO4fahj1ntrtwtMOIuXna8DcsxokHhoj4Go7iuzjfpEmTcPHFF2PWrFlYt24dHn/8cfzqV7/C7bffjptvvpmXY45XVAc2X375JebNmwcAmD9/Pr744oth2zz88MMQCt29BSzLQqn0ndjmcDhgsViG/EsEeRopmnkdiqKp3mM1L0+LXU36YY+/fagdWSoJFhZSYT4SXlfPyMLXtb3o7rcPeby6tQ8s5x5CJcERC9xfs3wFNvYwFOfbunUrzjvvvCGPGQwGSKXRmYIQ1UNR3d3dmDp1KgBAJpNBr9f73dZsNuOrr77CW2+95fP5tWvX4te//jUfzYxq+VoZPjzWydv+G/UWSnAdoyUlKXjpu3rozHbIxJ7gnMM/9zbj2pnZtEQFCbvLpmRCIhTgjX0tuP/cYu/jW2u6kauR0hpRYyAUMBAIzqzy3ay3wGB1jvgaluVgc7kgEQpHvQ/0WZ1o1LvX6zt7qEsjFSEvBD3qW7duxWOPPeb978OHD+O5557DP//5z3Hvmw8RD2xcLhcWLVo07PFZs2YhLS0NJpN7iqHFYoFWq/W5D4fDgfvvvx8bNmyASuW7xsJjjz2G1atXe//bYrEgNTX+K7rmaaVoMVjBshwvX5RUdXjslpemgQOw5XQPLpuSAQDYcrobNT1m3LWgILKNIwlJJRXhxjk5+OOOBty3uMj7+Jene3BBaRrlfI0BwzCQCN0zowwWB0rWbYGD54J9HmIhg65fXQiNbOxre+n1ehw4cADd3d3YtGkTent7sXnzZrz++uuYOXNmCFsbOhEPbIRCIaqqqnw+t2XLFmzatAkAsHv3bqxYsQIAYLVaYTabkZKSAqfTifvvvx8/+9nPUFpaivfeew8rV64cti+xWAyxOPEWbsvTyOBkOXSabMhSh7bb0GRzotfsoHWixihFnoSKPC0+PdHlDWye+bYO5xanYHq2OsKtI4nqxwuL8NedTfj4WCfOL02D0ebEzkY9fuIjoZgEJknoXuVboxGj9tHlIe2xaTdaYbK5MDFt+AxKjVQ0rqAGAL755htMnToVd955p/exBQsW4MILL8SJEyeg0UTf8GTEA5uRLF++HFu2bMH69etRW1uLdevWAQA2b96M6upqPP3003jooYfw+eef49ixYwCAnJwcn4FNovIW6TNYQx7YeGrYFFCOzZhdOT0TT31diycum4zvGnTYcroHX929INLNIglsTp4GV07LxP/773FsKzkHn53qhpABLiqjGVFjlSQSwOJwD0XlaWXIG2V7luVgdbogFY0e2MjEQrhYDqU8lYbYunUrLrjggiGPFRQUoKOjA3V1dSgvL+fluOMR1YENAPz2t78d9tjNN9/szcZ+9tln8eyzz4a5VbEjd1BgMy8/tPtuoOJ843bLvHys+fwUfvbBMbx/pB1XTMvE0omUs0Qia/1lUzD3mW9xx1sHsb1eh2tnZiNFnhTpZsWsJKFg1F6asXK4WEhDVMPGl61bt3o7FQD3JB3PNO9Zs2bxdtzxiPrAhoyPVCxEmiKJl5lRjXoLVBIRNFJ6G41VjkaK310yGT/74Cgmpyvw52tnRLpJhGByhhKvrpqFG9/Yj2SpGL+8cFKkmxTTkoQCOFwsOI4LeZ6S3cVCzcM9ePv27XjnnXdQXV2NTz/9FDt27IDL5cLp06dRWlqKF198MWpzrugbKQHkaaRo4mG9KM9U72h9c8eKB5eU4KrpmdCZ7NBIEy8PjESna2flYEFhMlppgsC4JYkE4DjA4eKQJArd/dJTnE/Mw1TvRYsWYdGiRXjqqadCvm++RXUdGxIa7iJ9/PTY0DBUaGSrpbzcnAgZjzRFkrcUARk7iZCfWjZ8F+eLVXQnTQB5Whkv1YdpqjchhIxOLGQABrCFOLDhozifWCyGSBTcYM5YXsOn6GkJ4U2eRorPRli1d6wadRZ8b2CaMiGEEN8YhkGSMPSLYXrq4YSyt/emm24Ky2v4RD02CSBfK0Oz3gqOC11RKKeLRUuflaZ6E0JIAJIGivSFkt3FQiRgeFlcM5ZRYJMA8jRS2F3ssPVfxqPFYIWL5SjHhhBCAuDusQltxWG7k6XcPB/ojCSAPO2ZWjah0qinGjaEEBIoiYjhoceG43Xxy1hFZyQB5A5UHG4O4ZTvBp0FIgGDLFV0ru5KCCHRJEkogG2glk2o2F1sSKePxwsKbBKAQiJCskwc0infjXoL8rUyGtslhJAAJAkFYFkOLjZ0gY3DxVKPjQ90RhJEnlYa0qEo91Rv6q0hhJBAJIk8tWxCE9jwWZwv1tEZSRB5GmlIh6IadRZa1ZsQQgKUFOIifVSczz8KbBJEnkaGphCuF9Wgs9BUb0IICZBQwEAkYEJWy4aP4nzxgs5IgnAvqxCaHhuO47zrRBFCCAlMkkgQsurDfBTnixd0RhKEO8fGEpKM/F6zA2aHiwIbQggJQiiL9EW6ON93330XkeMGggKbBJGvlcHiYNFrdox7Xw0695AWrRNFCCGBC+WyCnZX5IrzuVwuvPfee0Me+/jjj/Hb3/4WLBvaWj1jQYFNgsjThK5In6c4H+XYEEJI4JJEgpDNirI7+SvO19bWhquvvtrv81988QXOP//8IY9deuml+O9//4t3332XlzYFgwKbBJE/0LsSigTiBp0Z6YokyMTCce+LEEISRZKQgcPFgg1BSoC7hk3oh6FefPFFrFu3Dvv27fO7zRdffIEVK1YMe/y2227Da6+9FvI2BYsCmwShlIiglYnRqAtFYEOJw4QQEiyJZ8p3CIaj7C4WYlHov8LvvfdePPjgg36fN5vNkEgkEAqH/7C99tprsXXrV+jt7Q15u4IhiujRSVgVaKVoCkH1YQpsCCEkeEkiAZw2Fwx6K1iJ2O92LMfB5nSBFQkhYIb3ynAch/4+O5IZAczwv7ixSCxAkiy0X/Pvv/8+rrzySp/PaTQaXHDBhXjn32/hJ/fcE9LjBoMCmwSSr5WhKQRF+hp0FiwpSQ1BiwghJIG4WHTs7oJVIoR8hKF8jgOcLAuRQAAfcQ1cHIcOow0OeRJaR+i1YQQMZl9YAFEI0wZ2796NG264wedzLMtCrVZh07/eoMCGhEe+VoajHcZx76eRemwIISRo4iQRChdmQiMWInOEBYQ9PTYSPz02FocT6OpHWYYSUpH/oEUkFoQ0qOnu7kZ6errP51wuFx544AE88MD/4vzzl6Ourg4TJpSE7NjBoMAmgeRrpfj0RNe49mG2u9DVb6fAhhBCxkCuEIMRCiBXJ/ndhmU5CJwuSEVCCHzUqbFbGIgVYmi00rDWsXnzzTfx/e9/f9jjDocDt9xyC+666y5Mnz4dK6+6Gm+88Tr+7//+L2xtG4yShxNIvlaGZoMF7DhWl6Wp3oQQMnahKNJnd7EQRqA43+nTpzFx4sShbbHb8f3vfx+XXnopzjvvPADAqhtvxOuvvx7Wtg1GgU0CyddI4XBx6DDZxryPBp0ZAKjHhhBCxiBJKIBtnLOi3FO9+fn6/vvf/47/9//+H9rb2/Gzn/0MW7ZsAQDU1tYOC2oAoK6uDpdddhluuukm72MLz1mEiy66CHV1dby0cTQ0FJVAPL0sTXoLstX+x3dH0qCzQCkRIlnmP6OfEEKIb54ifRzHgfGVGRwAd3E+fnprbrvtNtx2223DHn/zzTdx++23D3u8rKwMZWVlwx5/5plnfQ6jhQP12CSQ3IHqw+OZGdWos6BQKx/zB5IQQhJZkpABx3FwjiMlIBLLKXR2diIjIyOsxxwrCmwSiEQkRKZKMq7qw1TDhhBCxk4iGn+RPjuPQ1G+HDlyBAsWLAjb8caLhqISTL5G6k0AHosGnQXTs1QhbBEhhCQOT0+LzcVCMYbXcxwHh4tDkih8vebTpk3DtGnTwna88aIemwQz3iJ9DToLzYgihJAxEjAMxMKxL4bpYjmwHH8LYMYDOjMJpiBZNuahKKeLRUuflYaiCCFkHJKEzJiHojwBUbhzbGIJnZkEk6+Rjjmwae2zwcVyFNgQQsg4uGdGjTWwcb+Oemz8ozOTYPK1MrQZbXCM4UNFNWwIIWT8JOMo0hep4nyxhAKbBJOvlYHjgBZD8Hk2DToLxEIG2SOscUIIIWRkSSLB2IeinOGdERWL6OwkmHytp5ZN8MNRDToL8rWyiBVdIoSQeJAkFMDJcnCNoZaNzcV6p4wT3+jsJJhstXvRtLHMjGrQWVCgpWEoQggZD0+Py1iGo+xOFkkU2IyIzk6CEQoY5KrHlkBc22vGhFQ5D60ihJDE4elxGcuaUXYXBwkNRY2Izk4CyteOLbCp6e5HCQU2hBAyLkIBA5GACTqwYVluYAFMSgcYCVUeTkD5WhkagxyKcrhYNOotmJA6llqZhBBCBpOIRl7l29neDpvFPCSn0eZkwXT3A0Y5HClaiLOywtHUmEOBTQIq0Mrw6cmuoF7ToLOA5UBDUYQQEgISkdBvYOMyGNBy0YUANzy5WA6gHQAYBpOqdkCo0fDazlhEQ1EJqDhFjrpeMzgfHxp/anr6AYCGogghJAQkIgFsfpKHhRoNJOXlgMDPV7RAANmc2bwFNXfeeScmTZqEjo4ObN++Hb29vbwchy8U2CSg4lQZ+qxO6CyOgF9T22OGViZGijyJx5YRQkhi8AxF+fuBqf3JfQDrZ6iKZZF+/095adfOnTtxzTXXYOvWrXj33XeRn5+PlJQUXo7Fl6gfinr88cchk8lQV1eHNWvWICcnZ8jz77zzDj766CNMmjQJO3bswHPPPYfCwsIItTY2lKS4e13qes0BByo1PTQjihBCQkUiEoy4Ure0ogKyOXNgOXAAcLnOPCEUQlY+C4rK+by0q7KyEgDAsizuvvtuAIBer0d1dTWeeuopfPDBB7wcN5Siusdmy5Yt6OjowGOPPYYf/vCHePTRR4dtY7PZ8Pvf/x6rV6/GsmXL8PLLL0egpbGlIFkGhnH3wgSqpqffGxARQggZH8+U7ZESiNPuv39oUAMALhdvvTVnDnHmmLW1tdBqtVi6dCmMRiOvxw2VqA5svvzyS8ybNw8AMH/+fHzxxRfDtrnhhhuQlpYGAKirq8PkyZN97svhcMBisQz5l6gkIiHyNFLU9QYe2NT2mDEhjQIbQggJBbGQgYBh/ObZAIB8/nzI5s4BhEIAACcQQlg+m7feGgCoqqrCX/7yF3R0dODw4cMx0UNztqgObLq7u6FUKgEAMpkMer3e53adnZ34yU9+gvr6eqxatcrnNmvXroVcLvf+S01N5avZMaE4RR5wjw3HcQNDUTTVmxBCQoFhmIE8G9eI26Xf/1Nvrw3DuqC+517e2nTo0CFkZWXh8ssvx6JFi/Dwww/jzjvv5O14fIl4jo3L5cKiRYuGPT5r1iykpaXBZDIBACwWC7Rarc99ZGRk4IUXXsBbb72FH/3oR3jttdeGbfPYY49h9erV3v+2WCwJHdyUpMhR1xtYr1WnyY5+u4uGogghJISSRqllAwCKSnevjWXvPrimz4JqIAeGDzNmzPD+/9raWt6Ow7eIBzZCoRBVVVU+n9uyZQs2bdoEANi9ezdWrFgBALBarTCbzUhJScErr7yCW2+9FQBQUlLi92KIxWKIxWIe/oLYVJwix/Z6XUDbenp2KHmYEEJCRyoSwGRzjrpdxgMPoOG222G/9a6ILIBpNBrx9ttvo6mpCe+//z6uvPLKsLchGBEPbEayfPlybNmyBevXr0dtbS3WrVsHANi8eTOqq6vx9NNPo7u7Gw8++CDy8vKwe/durF+/PsKtjg0lqXLU68xwsRyEo6zWXdPTD7GQQR4tgEkIISGTJBy9xwYA5BUVSP7ia9icAogisE6USqXCLbfcgltuuSXsxx6LqA5sAOC3v/3tsMduvvlm3HzzzQCAhx9+ONxNigvFKXI4XBxaDFYUJI8csBzvNGFiqmLUAIgQQkjgpGIBnAPrP4lHCVjsSRJIEPyimYkoqpOHCX8mpbsTgU92mUbd9linCVMylXw3iRBCEopM5J7tZA2g18bqZCGNwDBULKKzlKDSFElIkYtxoqt/1G2PdZgwJYMCG0IICSWxkIFAwMDqGHlmFOCudyMV01d2IOgsJSiGYVCWrsTxzpF7bBwuFqe6+6nHhhBCQoxhGEhFglF7bFiOg83JRiRxOBbRWUpgkzNGD2xqesxwshymZKjC1CpCCEkcMpEQllF6bDwJxjQUFRg6SwlscoZi1MDmWIe7hHZZOhXnI4SQUJOKBbA6Ru6x8QQ2koGcHDIyCmwS2OQMJZoNVhit/usoHOs0oTBZBoUk6ifQEUJIzJGKhbC7WLhY36t8A4DV6YJYKKCZqQGiwCaBlaW782ZOdvvvtTlKicOEEMIb2cDwknWEpRUsDpoRFQw6UwmsJFUOkYAZcTjqcLsR07Iov4YQQvggEQnAMAwsIwxHWRwuyJJoGCpQFNgkMLFQgNI0BY52+A5sbE4XjrQbMTtXHeaWEUJIYmAYBjKxAGa77x4bjuNgdbDenh0yOjpTCW5WjhrVLX0+nzvcboST5TAnVxPmVhFCSOJQiIUw+5kZZXOyYDkOgC28jYphFNgkuNm5auxrMfh8bn9LH+RiISalU44NIYTwRZbkDmw4bngCscXhwgldNS56dyn2tO+JQOtiDwU2CW5OrgbtRhva+qzDntvbbMCsHDVl4hNCCI8UYiFYlvO5IGa/w4V36/4CB+vA8/ufD0t77rzzTkyaNAkdHR3Yvn07ent7w3LcUKHAJsHNHhhm2u+j1+a7+l5UFmjD3CJCCEkssiQhGIaByUeezc7W3TihPwgA2N+5H7vbd/Palp07d+Kaa67B1q1b8e677yI/Px8pKSm8HjPUqDhJgktVJKE4RY6qBj2WT0zzPq4z23Go3YhfXTgpgq0jhJD4J2AYKJKEMNmcSFMkeR/nALx+4k8QMEKwnAtCRogN+zfgH5f8g7e2VFZWAgBYlsXdd98NADh58iQOHTqE9vZ2CIVC7+PRinpsCJZOSMXWmp4hj22v14HjgMXFsRWpE0JILFJJRDDahhZL3d6yE6cMB8Fy7p4cF+cKS6+Ny3Wm56i2thabN2+GVqvFvffei7/97W9wOBy8Hn+8KLAhWDohFTsb9UOmG2453Y0pGUqkKyURbBkhhCQGlUQIm5MdkmfzcvWLEDBD69d4em34UlVVhb/85S/o6OjA4cOH8cEHH+Dxxx/H+eefD7vdDoVCAbFYzNvxQ4GGogiWTkiF3cXiu/peFGpk4DgO7xxqx6rynEg3jRBCEoJSIoJQwEBvcSBdkYS9HXtwuLd62HaDe20qsipC2oZDhw4hKysLl19+ORYtWoSysjK888473udffvllvPTSSyE9Jh+ox4agIFmGuXkabKpuAwDsaTagQWfB92dlR7hlhBCSGAQMA41UjF6ze5jnTwdfAuPnK1oAAS+9NjNmzEBRURFyc3NRW1uL//73v5DJZACAjz/+GFdddRWEQuGQoapoRD02BADwP/Py8MhHx3HvggK8sqcJE9PkVJiPEELCKFUuxqnufnSYdTjYXQ0OvhfGZMGiurMaBpsBGgn/9+lNmzbh97//PVJTU8EwDD7//HPejzkeFNgQAMCNs3Pxf5+cwD3vHcHB9j789fuzwDBUv4YQQsJFLRVBLhaixyTAM4vfhlhkQ45a6nNbZZIyLEENAKxatQqrVq0Ky7FCgQIbAsA97fuV62fhZ/85invPKcItFXmRbhIhhCQUhmFQnCpHfa8ZeapslKTKIRZSxkiwKLAhXpdMzsDEZDlKM5XUW0MIIREgEwtRlq6E1emCkO7DY0KhICGEEELiBgU2hBBCCIkbFNgQQgghPPG1YjfxLxTniwIbQgghJMQ81XnNZnOEWxJbPOdrPNWNKXmYEEIICTGBQICUlBR0dHQAAORyecCTMliWg93lAuMSQiAIfQIxn/sf6745joPZbEZHRwdSUlIgEIy934UCG0IIIYQHGRkZAOANbgLFcRwcLg5iIcPLDFU+9z/efaekpHjP21hRYEMIIYTwgGEYZGZmIj09PagVsW0OF+q7zchLk0MiFo7+giDxuf/x7FssFo+rp8aDAhtCCCGERwKBABKJJODtOYELjMiBJImEl8CGz/3z3fZAUPIwIYQQQuIGBTaEEEIIiRsU2BBCCCEkbiRsjo2nCJDFYgnpfq0OF6wWCywWIThn6McX+dx/LLed7/3Hctv53n8st53v/cdy2/neP7U9PvfPd9sBQCqVjjjjKmEDG6vVCgBITU2NcEsIIYQQEiiz2QyZTOb3eYZL0HrPLMtCr9ePGvkFy2KxIDU1FT09PSOeeELnKhh0rgJH5ypwdK4CQ+cpcOE4V9Rj44enKiRfZDIZfQACROcqcHSuAkfnKnB0rgJD5ylwkTxXlDxMCCGEkLhBgQ0hhBBC4gYFNiEmEonwy1/+EiJRwo7yBYzOVeDoXAWOzlXg6FwFhs5T4KLhXCVs8jAhhBBC4g/12BBCCCEkblBgQwghhJC4QYENT7Zv344bb7wRTzzxBK655hrs27cv0k2KWh999BHuuusuPPnkk1i1ahVOnz4d6SZFtQ8++AATJkxAVVVVpJsSdTZv3oyHHnoI99xzD7755ptINyeqHT16FEuXLsX69esj3ZSoVlNTgx/84Af4wx/+gFtvvRUfffRRpJsUtXQ6Ha688ko88cQT+J//+R/885//jEg7KBOKJzabDY899himTZuG999/H0888QQ2bdoU6WZFpdbWVvzud79Damoq3nrrLfzmN7/Bq6++GulmRSW9Xg+RSIT8/PxINyXqGI1GrF+/Hnv37oXVakVFRQUOHjwIgYB+v/ly6NAhnHvuuZFuRtTT6XS45ZZbsGLFCnR1dWHevHloaGiIdLOiksvlwqpVq3DDDTfAYDCgrKwMP/zhD8PeDvrE82T58uWYNm0aAKCurg6TJ0+OcIui1x133OFd2oJlWSiVygi3KHpptVpccsklkW5GVKqqqkJZWRkYhoFMJoNCoUBNTU2kmxW1rr/+egiF/KzlE0/mzZuHFStWAKD702jS0tJwww03AIjs9x712PDIZrPh8ccfx969e/HWW29FujlRj2VZ/Otf/8KGDRsi3RQSg7q7u4d86ahUKnR3d6O0tDSCrSLxZMOGDXjiiSci3Yyo9/LLL+P111/H008/HZHjU2AzDi6XC4sWLRr2+KxZs/CnP/0JEokETz75JHbv3o0rr7wS27Zti0Aro8No5woAfv7zn2P16tUJP8wSyLkiw6WlpcFkMnn/22g0Ii0tLYItIvHk9ddfR3Z2Ni677LJINyXq/fjHP8YPfvADzJ07F1VVVbwuX+QLBTbjIBQK/SZwvv766/j+97+PpKQklJSUoLa2Nsytiy4jnSsAePTRR3HllVdi4cKFeO+997By5crwNS7KjHauiG+VlZV45JFHAABWqxX9/f2YMGFChFtF4sGbb76J7u5u/PSnP8Wnn36K8847j9aM8mHv3r0Qi8WYOXMmVCoVJBIJuru7KbCJFxzH4f7770dZWRkOHDiA559/PtJNilrPPvss/vnPf2LHjh0A3AuUJnJgM5qnn34aDQ0N2LhxI6RSKcrLyyPdpKigVquxevVqrF69GmazGS+++CIlDo/g7bffxjfffAOxWIwpU6bgyiuvjHSTotKePXtw1113oby8HO+++y4aGxuxb98+Cmx8EAqFWLduHSoqKtDS0oKVK1di0qRJYW8HVR4mhBBCSNygnzOEEEIIiRsU2BBCCCEkblBgQwghhJC4QYENIYQQQuIGBTaEEEIIiRsU2BBCCCEkblBgQwghhJC4QYENIYQQQuIGBTaEEEIIiRsU2BBC4s769evx2muvoaurK9JNIYSEGQU2hJC4sm/fPnAcB5fLBZGIlsMjJNHQWlGEkLhx4sQJfP3117jzzjsj3RRCSIRQjw0hJG68/PLLuOOOOyLdDEJIBFFgQwiJC7t370Z5eTkYhol0UwghEUSBDSEkLlRVVWHmzJmRbgYhJMIosCGExAWpVIrdu3dHuhmEkAij5GFCSFzo7+/HqlWrAAC33347Vq5cGdkGEUIiggIbQkhcqa2txYMPPoj169dj8uTJkW4OISTMaCiKEBJXjhw5gkWLFiE/Pz/STSGERAD12BBCCCEkblCPDSGEEELiBgU2hBBCCIkbFNgQQgghJG5QYEMIIYSQuEGBDSGEEELiBgU2hBBCCIkbFNgQQgghJG5QYEMIIYSQuEGBDSGEEELiBgU2hBBCCIkb/x/YBUls0OFnvQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(α, ρ): [0.70710678 0. ]\n" + ] + }, + { + "ename": "AttributeError", + "evalue": "'int' object has no attribute 'ndim'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[64], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m a \u001b[38;5;241m=\u001b[39m TestBounce1D()\n\u001b[0;32m----> 2\u001b[0m a\u001b[38;5;241m.\u001b[39mtest_interp_zero_crossing()\n", + "File \u001b[0;32m~/DESC/tests/test_integrals.py:1118\u001b[0m, in \u001b[0;36mTestBounce1D.test_interp_zero_crossing\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1116\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m(α, ρ):\u001b[39m\u001b[38;5;124m\"\u001b[39m, nodes[m, l, \u001b[38;5;241m0\u001b[39m])\n\u001b[1;32m 1117\u001b[0m \u001b[38;5;66;03m# can also plot at this field line and flux surface printed above\u001b[39;00m\n\u001b[0;32m-> 1118\u001b[0m fig, ax \u001b[38;5;241m=\u001b[39m bounce\u001b[38;5;241m.\u001b[39mplot(m, l, pitch_inv, title\u001b[38;5;241m=\u001b[39mtitle, include_knots\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 1119\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m fig\n", + "File \u001b[0;32m~/DESC/desc/integrals/bounce_integral.py:419\u001b[0m, in \u001b[0;36mplot\u001b[0;34m(self, m, l, pitch_inv, **kwargs)\u001b[0m\n\u001b[1;32m 399\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mplot\u001b[39m(\u001b[38;5;28mself\u001b[39m, m, l, pitch_inv\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 400\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Plot the field line and bounce points of the given pitch angles.\u001b[39;00m\n\u001b[1;32m 401\u001b[0m \n\u001b[1;32m 402\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[1;32m 403\u001b[0m \u001b[38;5;124;03m ----------\u001b[39;00m\n\u001b[1;32m 404\u001b[0m \u001b[38;5;124;03m m, l : int, int\u001b[39;00m\n\u001b[1;32m 405\u001b[0m \u001b[38;5;124;03m Indices into the nodes of the grid supplied to make this object.\u001b[39;00m\n\u001b[1;32m 406\u001b[0m \u001b[38;5;124;03m ``alpha,rho=grid.meshgrid_reshape(grid.nodes[:,:2],\"arz\")[m,l,0]``.\u001b[39;00m\n\u001b[1;32m 407\u001b[0m \u001b[38;5;124;03m pitch_inv : jnp.ndarray\u001b[39;00m\n\u001b[1;32m 408\u001b[0m \u001b[38;5;124;03m Shape (num_pitch, ).\u001b[39;00m\n\u001b[1;32m 409\u001b[0m \u001b[38;5;124;03m Optional, 1/λ values whose corresponding bounce points on the field line\u001b[39;00m\n\u001b[1;32m 410\u001b[0m \u001b[38;5;124;03m specified by Clebsch coordinate α(m), ρ(l) will be plotted.\u001b[39;00m\n\u001b[1;32m 411\u001b[0m \u001b[38;5;124;03m kwargs\u001b[39;00m\n\u001b[1;32m 412\u001b[0m \u001b[38;5;124;03m Keyword arguments into ``desc/integrals/bounce_utils.py::plot_ppoly``.\u001b[39;00m\n\u001b[1;32m 413\u001b[0m \n\u001b[1;32m 414\u001b[0m \u001b[38;5;124;03m Returns\u001b[39;00m\n\u001b[1;32m 415\u001b[0m \u001b[38;5;124;03m -------\u001b[39;00m\n\u001b[1;32m 416\u001b[0m \u001b[38;5;124;03m fig, ax\u001b[39;00m\n\u001b[1;32m 417\u001b[0m \u001b[38;5;124;03m Matplotlib (fig, ax) tuple.\u001b[39;00m\n\u001b[1;32m 418\u001b[0m \n\u001b[0;32m--> 419\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m 420\u001b[0m B, dB_dz \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mB, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dB_dz\n\u001b[1;32m 421\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m B\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m4\u001b[39m:\n", + "\u001b[0;31mAttributeError\u001b[0m: 'int' object has no attribute 'ndim'" + ] + } + ], + "source": [ + "a = TestBounce1D()\n", + "a.test_interp_zero_crossing()" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb index 17187c56df..de7ecbbabb 100644 --- a/Critical_gradient_optimization.ipynb +++ b/Critical_gradient_optimization.ipynb @@ -16,8 +16,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "DESC version 0.12.2+413.gaeb2ff8f0.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", - "Using device: CPU, with 25.50 GB available memory\n" + "DESC version 0.12.2+414.g006934812.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", + "Using device: CPU, with 26.22 GB available memory\n" ] } ], @@ -25,11 +25,12 @@ "import matplotlib.pyplot as plt\n", "\n", "from desc.continuation import solve_continuation_automatic\n", - "from desc.backend import jnp\n", + "from desc.backend import jnp, functools, jit\n", + "from desc.examples import get\n", "import desc.io\n", "from desc.equilibrium import EquilibriaFamily, Equilibrium\n", "from desc.geometry import FourierRZToroidalSurface\n", - "from desc.grid import Grid, _periodic_spacing\n", + "from desc.grid import Grid, _periodic_spacing, LinearGrid\n", "from desc.equilibrium.coords import get_rtz_grid\n", "from desc.objectives import (\n", " AspectRatio,\n", @@ -42,25 +43,22 @@ " ObjectiveFunction,\n", " BallooningStability,\n", " EffectiveRadius,\n", + " ParallelConnectionLength,\n", ")\n", - "from desc.optimize import Optimizer" + "from desc.optimize import Optimizer\n", + "from desc.plotting import plot_comparison, plot_section\n" ] }, { - "cell_type": "code", - "execution_count": 2, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "eq_fam_HSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/HSX_output.h5\")\n", - "eq = eq_fam_HSX[-1]\n", - "# it will be helpful to store intermediate results\n", - "eqfam = EquilibriaFamily(eq)" + "## Methods ##" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -68,29 +66,19 @@ "def get_value(eq,name,grid):\n", " return eq.compute(name,grid=grid)[name]\n", "\n", - "# Function to get the straight field line coordinate system\n", - "def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", - " # Get initial grid to get iota value\n", - " initial_grid = get_rtz_grid(\n", - " eq,\n", - " jnp.array(rho),\n", - " # jnp.array(rho),\n", - " jnp.array(alpha),\n", - " jnp.array(0),\n", - " coordinates=\"raz\",\n", - " period=(jnp.inf,2*jnp.pi,jnp.inf)\n", - " )\n", - " iota = jnp.abs(get_value(eq,\"iota\",initial_grid)[1])\n", - " NFP = eq.NFP\n", - " n_tor = n_pol/(iota*NFP)\n", + "# Function to get the straight field line coordinate system, need iota for jit\n", + "# @functools.partial(jit, static_argnames=[\"rho\",\"alpha\",\"n_pol\",\"n_points\"])\n", + "def get_field_line_grid(eq,iota,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + " n_tor = n_pol/(iota*eq.NFP)\n", " good_grid = get_rtz_grid(\n", " eq,\n", " jnp.array(rho),\n", - " # jnp.array(rho),\n", + " # np.array(rho),\n", " jnp.array(alpha),\n", - " # jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", " jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", " coordinates=\"raz\",\n", + " iota = iota,\n", " period=(jnp.inf,2*jnp.pi,jnp.inf),\n", " )\n", " return good_grid" @@ -98,11 +86,11 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "def run_step(k, eq):\n", + "def run_step(k, eq, grid, target_type=\"mean\"):\n", " \"\"\"Run a step of the precise QH optimization example from Landreman & Paul.\"\"\"\n", "\n", " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", @@ -113,7 +101,9 @@ " objective = ObjectiveFunction(\n", " (\n", " # pass in the grid we defined, and don't forget the target helicity!\n", - " EffectiveRadius(eq=eq),\n", + " EffectiveRadius(eq=eq,grid=grid, target_type=target_type),\n", + " # ForceBalance(eq=eq),\n", + " # ParallelConnectionLength(eq=eq,grid=grid),\n", " # BallooningStability(eq=eq),\n", " # try to keep the aspect ratio about the same\n", " # AspectRatio(eq=eq, target=8, weight=100),\n", @@ -144,7 +134,7 @@ " FixPsi(eq=eq),\n", " )\n", " # this is the default optimizer, which re-solves the equilibrium at each step\n", - " optimizer = Optimizer(\"fmin-auglag-bfgs\")\n", + " optimizer = Optimizer(\"proximal-lstq\")\n", "\n", " eq_new, history = eq.optimize(\n", " objective=objective,\n", @@ -152,6 +142,10 @@ " optimizer=optimizer,\n", " maxiter=20, # we don't need to solve to optimality at each multigrid step\n", " verbose=3,\n", + " # xtol=1e-8,\n", + " # gtol=1e-8,\n", + " # ftol = 1e-8,\n", + " # ctol = 1e-8,\n", " copy=True, # don't modify original, return a new optimized copy\n", " options={\n", " # Sometimes the default initial trust radius is too big, allowing the\n", @@ -168,49 +162,265 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_Kd (eq):\n", + " iota_grid = LinearGrid(\n", + " rho=0.5\n", + " )\n", + " iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq,iota,n_pol=10)\n", + " Kd = get_value(eq,\"Kd\",grid)\n", + " plt.figure()\n", + " plt.plot(grid.nodes[:,2],Kd)\n", + " plt.axhline(0,color='r',linestyle=\"--\")\n", + " plt.xlabel(r\"$\\zeta$\")\n", + " plt.ylabel(r\"$K_d$\")\n", + " R_eff = get_value(eq,\"R_eff\",grid)\n", + " L_par = get_value(eq,\"L_par\",grid)\n", + " a = get_value(eq,\"a\",grid)\n", + "\n", + " # Format the text to be displayed in the box\n", + " textstr = (\n", + " f\"Mean value of $R_{{eff}}$: {R_eff.mean():.3f}\\n\"\n", + " f\"Mean value of $L_{{par}}$: {L_par.mean():.3f}\\n\"\n", + " f\"Maximum value of $R_{{eff}}$: {R_eff.max():.3f}\\n\"\n", + " f\"Maximum value of $L_{{par}}$: {L_par.max():.3f}\\n\"\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " props = dict(boxstyle='round', facecolor='white', alpha=0.5)\n", + " plt.text(\n", + " 0.05, 0.95, textstr, transform=plt.gca().transAxes,\n", + " fontsize=12, verticalalignment='top', bbox=props\n", + " )\n", + "\n", + " # Add a legend and show the plot\n", + " # plt.legend()\n", + " plt.show()\n", + "\n", + " # Print the values for verification\n", + " # print(f\"Values of R_eff are: {R_eff}\")\n", + " # print(f\"Values of L_par are: {L_par}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def compare_optimizations(eq,mode_lim=1):\n", + " eqfam = EquilibriaFamily(eq)\n", + " iota_grid = LinearGrid(\n", + " rho=0.5\n", + " )\n", + " iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq,iota,n_pol=10)\n", + " eq1 = run_step(mode_lim,eq,grid,target_type=\"mean\")\n", + " eq2 = run_step(mode_lim,eq,grid,target_type=\"max\")\n", + " eqfam.append(eq1)\n", + " eqfam.append(eq2)\n", + " plot_Kd(eq);\n", + " plot_Kd(eq1);\n", + " plot_Kd(eq2);\n", + " return eqfam\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing ##" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "eq = get(\"WISTELL-A\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_995021/3921199066.py:23: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "Values of R_eff are [5.546296297908115, 5.3222720115595115, 4.553797170371179, 5.723048768086856, 4.458054267576598, 3.7969065651341847]\n", - "Values of a/R_eff are [0.02190828 0.02283044 0.02668318 0.02123166 0.02725624 0.03200232]\n" + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 476 ms\n", + "Timer: Objective build = 677 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 154 ms\n", + "Timer: Objective build = 185 ms\n", + "Timer: Proximal projection build = 2.49 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 331 ms\n", + "Timer: Linear constraint projection build = 606 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1\n", + "Timer: Initializing the optimization = 3.53 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-fmintr\n" ] }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" + "ename": "TracerArrayConversionError", + "evalue": "The numpy.ndarray conversion method __array__() was called on traced array with shape float64[340]\nThe error occurred while tracing the function compute_scalar at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:354 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTracerArrayConversionError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[10], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m eq_fam \u001b[38;5;241m=\u001b[39m compare_optimizations(eq)\n", + "Cell \u001b[0;32mIn[5], line 8\u001b[0m, in \u001b[0;36mcompare_optimizations\u001b[0;34m(eq, mode_lim)\u001b[0m\n\u001b[1;32m 6\u001b[0m iota \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mabs(eq\u001b[38;5;241m.\u001b[39mcompute(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m,iota_grid)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m])\n\u001b[1;32m 7\u001b[0m grid \u001b[38;5;241m=\u001b[39m get_field_line_grid(eq,iota,n_pol\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m10\u001b[39m)\n\u001b[0;32m----> 8\u001b[0m eq1 \u001b[38;5;241m=\u001b[39m run_step(mode_lim,eq,grid,target_type\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmean\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 9\u001b[0m eq2 \u001b[38;5;241m=\u001b[39m run_step(mode_lim,eq,grid,target_type\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 10\u001b[0m eqfam\u001b[38;5;241m.\u001b[39mappend(eq1)\n", + "Cell \u001b[0;32mIn[3], line 47\u001b[0m, in \u001b[0;36mrun_step\u001b[0;34m(k, eq, grid, target_type)\u001b[0m\n\u001b[1;32m 44\u001b[0m \u001b[38;5;66;03m# this is the default optimizer, which re-solves the equilibrium at each step\u001b[39;00m\n\u001b[1;32m 45\u001b[0m optimizer \u001b[38;5;241m=\u001b[39m Optimizer(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mproximal-fmintr\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 47\u001b[0m eq_new, history \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 48\u001b[0m objective\u001b[38;5;241m=\u001b[39mobjective,\n\u001b[1;32m 49\u001b[0m constraints\u001b[38;5;241m=\u001b[39mconstraints,\n\u001b[1;32m 50\u001b[0m optimizer\u001b[38;5;241m=\u001b[39moptimizer,\n\u001b[1;32m 51\u001b[0m maxiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m20\u001b[39m, \u001b[38;5;66;03m# we don't need to solve to optimality at each multigrid step\u001b[39;00m\n\u001b[1;32m 52\u001b[0m verbose\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m,\n\u001b[1;32m 53\u001b[0m \u001b[38;5;66;03m# xtol=1e-8,\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;66;03m# gtol=1e-8,\u001b[39;00m\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# ftol = 1e-8,\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;66;03m# ctol = 1e-8,\u001b[39;00m\n\u001b[1;32m 57\u001b[0m copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;66;03m# don't modify original, return a new optimized copy\u001b[39;00m\n\u001b[1;32m 58\u001b[0m options\u001b[38;5;241m=\u001b[39m{\n\u001b[1;32m 59\u001b[0m \u001b[38;5;66;03m# Sometimes the default initial trust radius is too big, allowing the\u001b[39;00m\n\u001b[1;32m 60\u001b[0m \u001b[38;5;66;03m# optimizer to take too large a step in a bad direction. If this happens,\u001b[39;00m\n\u001b[1;32m 61\u001b[0m \u001b[38;5;66;03m# we can manually specify a smaller starting radius. Each optimizer has a\u001b[39;00m\n\u001b[1;32m 62\u001b[0m \u001b[38;5;66;03m# number of different options that can be used to tune the performance.\u001b[39;00m\n\u001b[1;32m 63\u001b[0m \u001b[38;5;66;03m# See the documentation for more info.\u001b[39;00m\n\u001b[1;32m 64\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1.0\u001b[39m,\n\u001b[1;32m 65\u001b[0m },\n\u001b[1;32m 66\u001b[0m )\n\u001b[1;32m 68\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m eq_new\n", + "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:2181\u001b[0m, in \u001b[0;36mEquilibrium.optimize\u001b[0;34m(self, objective, constraints, optimizer, ftol, xtol, gtol, ctol, maxiter, x_scale, options, verbose, copy)\u001b[0m\n\u001b[1;32m 2178\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(constraints, (\u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m)):\n\u001b[1;32m 2179\u001b[0m constraints \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtuple\u001b[39m([constraints])\n\u001b[0;32m-> 2181\u001b[0m things, result \u001b[38;5;241m=\u001b[39m optimizer\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 2182\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2183\u001b[0m objective,\n\u001b[1;32m 2184\u001b[0m constraints,\n\u001b[1;32m 2185\u001b[0m ftol\u001b[38;5;241m=\u001b[39mftol,\n\u001b[1;32m 2186\u001b[0m xtol\u001b[38;5;241m=\u001b[39mxtol,\n\u001b[1;32m 2187\u001b[0m gtol\u001b[38;5;241m=\u001b[39mgtol,\n\u001b[1;32m 2188\u001b[0m ctol\u001b[38;5;241m=\u001b[39mctol,\n\u001b[1;32m 2189\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 2190\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 2191\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mmaxiter,\n\u001b[1;32m 2192\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 2193\u001b[0m copy\u001b[38;5;241m=\u001b[39mcopy,\n\u001b[1;32m 2194\u001b[0m )\n\u001b[1;32m 2196\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m things[\u001b[38;5;241m0\u001b[39m], result\n", + "File \u001b[0;32m~/DESC/desc/optimize/optimizer.py:311\u001b[0m, in \u001b[0;36mOptimizer.optimize\u001b[0;34m(self, things, objective, constraints, ftol, xtol, gtol, ctol, x_scale, verbose, maxiter, options, copy)\u001b[0m\n\u001b[1;32m 307\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUsing method: \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod))\n\u001b[1;32m 309\u001b[0m timer\u001b[38;5;241m.\u001b[39mstart(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSolution time\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 311\u001b[0m result \u001b[38;5;241m=\u001b[39m optimizers[method][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m](\n\u001b[1;32m 312\u001b[0m objective,\n\u001b[1;32m 313\u001b[0m nonlinear_constraint,\n\u001b[1;32m 314\u001b[0m x0,\n\u001b[1;32m 315\u001b[0m method,\n\u001b[1;32m 316\u001b[0m x_scale,\n\u001b[1;32m 317\u001b[0m verbose,\n\u001b[1;32m 318\u001b[0m stoptol,\n\u001b[1;32m 319\u001b[0m options,\n\u001b[1;32m 320\u001b[0m )\n\u001b[1;32m 322\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(objective, LinearConstraintProjection):\n\u001b[1;32m 323\u001b[0m \u001b[38;5;66;03m# remove wrapper to get at underlying objective\u001b[39;00m\n\u001b[1;32m 324\u001b[0m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m [objective\u001b[38;5;241m.\u001b[39mrecover(x) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n", + "File \u001b[0;32m~/DESC/desc/optimize/_desc_wrappers.py:360\u001b[0m, in \u001b[0;36m_optimize_desc_fmin_scalar\u001b[0;34m(objective, constraint, x0, method, x_scale, verbose, stoptol, options)\u001b[0m\n\u001b[1;32m 357\u001b[0m options\u001b[38;5;241m.\u001b[39msetdefault(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;241m0.1\u001b[39m)\n\u001b[1;32m 358\u001b[0m options[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax_nfev\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m stoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax_nfev\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m--> 360\u001b[0m result \u001b[38;5;241m=\u001b[39m fmintr(\n\u001b[1;32m 361\u001b[0m objective\u001b[38;5;241m.\u001b[39mcompute_scalar,\n\u001b[1;32m 362\u001b[0m x0\u001b[38;5;241m=\u001b[39mx0,\n\u001b[1;32m 363\u001b[0m grad\u001b[38;5;241m=\u001b[39mobjective\u001b[38;5;241m.\u001b[39mgrad,\n\u001b[1;32m 364\u001b[0m hess\u001b[38;5;241m=\u001b[39mhess,\n\u001b[1;32m 365\u001b[0m args\u001b[38;5;241m=\u001b[39m(),\n\u001b[1;32m 366\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 367\u001b[0m ftol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 368\u001b[0m xtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 369\u001b[0m gtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 370\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxiter\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 371\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 372\u001b[0m callback\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 373\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 374\u001b[0m )\n\u001b[1;32m 375\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", + "File \u001b[0;32m~/DESC/desc/optimize/fmin_scalar.py:191\u001b[0m, in \u001b[0;36mfmintr\u001b[0;34m(fun, x0, grad, hess, bounds, args, x_scale, ftol, xtol, gtol, verbose, maxiter, callback, options)\u001b[0m\n\u001b[1;32m 188\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m in_bounds(x, lb, ub), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mx0 is infeasible\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 189\u001b[0m x \u001b[38;5;241m=\u001b[39m make_strictly_feasible(x, lb, ub)\n\u001b[0;32m--> 191\u001b[0m f \u001b[38;5;241m=\u001b[39m fun(x, \u001b[38;5;241m*\u001b[39margs)\n\u001b[1;32m 192\u001b[0m nfev \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[1;32m 193\u001b[0m g \u001b[38;5;241m=\u001b[39m grad(x, \u001b[38;5;241m*\u001b[39margs)\n", + "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:244\u001b[0m, in \u001b[0;36mLinearConstraintProjection.compute_scalar\u001b[0;34m(self, x_reduced, constants)\u001b[0m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute the scalar form of the objective function.\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \n\u001b[1;32m 230\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 241\u001b[0m \n\u001b[1;32m 242\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 243\u001b[0m x \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrecover(x_reduced)\n\u001b[0;32m--> 244\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, constants)\n", + " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", + "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:371\u001b[0m, in \u001b[0;36mObjectiveFunction.compute_scalar\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 354\u001b[0m \u001b[38;5;129m@jit\u001b[39m\n\u001b[1;32m 355\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcompute_scalar\u001b[39m(\u001b[38;5;28mself\u001b[39m, x, constants\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 356\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Compute the sum of squares error.\u001b[39;00m\n\u001b[1;32m 357\u001b[0m \n\u001b[1;32m 358\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 369\u001b[0m \n\u001b[1;32m 370\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 371\u001b[0m f \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39msum(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute_scaled_error(x, constants\u001b[38;5;241m=\u001b[39mconstants) \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m \u001b[38;5;241m2\u001b[39m) \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m2\u001b[39m\n\u001b[1;32m 372\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f\n", + "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:836\u001b[0m, in \u001b[0;36mProximalProjection.compute_scaled_error\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 820\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute the error between target and objective and apply weights etc.\u001b[39;00m\n\u001b[1;32m 821\u001b[0m \n\u001b[1;32m 822\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 833\u001b[0m \n\u001b[1;32m 834\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 835\u001b[0m constants \u001b[38;5;241m=\u001b[39m setdefault(constants, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconstants)\n\u001b[0;32m--> 836\u001b[0m xopt, _ \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_update_equilibrium(x, store\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[1;32m 837\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_objective\u001b[38;5;241m.\u001b[39mcompute_scaled_error(xopt, constants[\u001b[38;5;241m0\u001b[39m])\n", + "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:752\u001b[0m, in \u001b[0;36mProximalProjection._update_equilibrium\u001b[0;34m(self, x, store)\u001b[0m\n\u001b[1;32m 735\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Update the internal equilibrium with new boundary, profile etc.\u001b[39;00m\n\u001b[1;32m 736\u001b[0m \n\u001b[1;32m 737\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 748\u001b[0m \n\u001b[1;32m 749\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 750\u001b[0m \u001b[38;5;66;03m# first check if its something we've seen before, if it is just return\u001b[39;00m\n\u001b[1;32m 751\u001b[0m \u001b[38;5;66;03m# cached value, no need to perturb + resolve\u001b[39;00m\n\u001b[0;32m--> 752\u001b[0m xopt \u001b[38;5;241m=\u001b[39m f_where_x(x, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allx, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allxopt)\n\u001b[1;32m 753\u001b[0m xeq \u001b[38;5;241m=\u001b[39m f_where_x(x, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allx, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allxeq)\n\u001b[1;32m 754\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m xopt\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m xeq\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m:\n", + "File \u001b[0;32m~/DESC/desc/optimize/utils.py:523\u001b[0m, in \u001b[0;36mf_where_x\u001b[0;34m(x, xs, fs, dim)\u001b[0m\n\u001b[1;32m 503\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mf_where_x\u001b[39m(x, xs, fs, dim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m):\n\u001b[1;32m 504\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Return fs where x==xs.\u001b[39;00m\n\u001b[1;32m 505\u001b[0m \n\u001b[1;32m 506\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 521\u001b[0m \n\u001b[1;32m 522\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 523\u001b[0m x, xs, fs \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmap\u001b[39m(np\u001b[38;5;241m.\u001b[39masarray, (x, xs, fs))\n\u001b[1;32m 524\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(xs) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(fs)\n\u001b[1;32m 525\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(xs) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m x\u001b[38;5;241m.\u001b[39mshape \u001b[38;5;241m==\u001b[39m xs[\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m.\u001b[39mshape\n", + "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:705\u001b[0m, in \u001b[0;36mTracer.__array__\u001b[0;34m(self, *args, **kw)\u001b[0m\n\u001b[1;32m 704\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__array__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw):\n\u001b[0;32m--> 705\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m TracerArrayConversionError(\u001b[38;5;28mself\u001b[39m)\n", + "\u001b[0;31mTracerArrayConversionError\u001b[0m: The numpy.ndarray conversion method __array__() was called on traced array with shape float64[340]\nThe error occurred while tracing the function compute_scalar at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:354 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError" + ] } ], "source": [ - "grid = get_field_line_grid(eq,n_pol=10);\n", - "Kd = get_value(eq,\"K_d\",grid)\n", - "plt.figure()\n", - "plt.plot(grid.nodes[:,2],Kd)\n", - "R_eff = get_value(eq,\"R_eff\",grid)\n", - "a = get_value(eq,\"a\",grid)\n", - "print(f\"Values of R_eff are {R_eff}\")\n", - "print(f\"Values of a/R_eff are {jnp.divide(a,R_eff)}\")" + "eq_fam = compare_optimizations(eq)" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_470251/3439933449.py:21: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + "/tmp/ipykernel_973994/178291541.py:22: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 1.49 sec\n", + "Timer: Objective build = 2.09 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Building objective: self_consistency R\n", + "Building objective: self_consistency Z\n", + "Building objective: lambda gauge\n", + "Building objective: axis R self consistency\n", + "Building objective: axis Z self consistency\n", + "Timer: Objective build = 1.28 sec\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 872 ms\n", + "Timer: Objective build = 956 ms\n", + "Timer: Linear constraint projection build = 3.41 sec\n", + "Timer: Linear constraint projection build = 242 ms\n", + "Number of parameters: 1470\n", + "Number of objectives: 1\n", + "Number of equality constraints: 3078\n", + "Number of inequality constraints: 0\n", + "Timer: Initializing the optimization = 8.11 sec\n", + "\n", + "Starting optimization\n", + "Using method: fmin-auglag-bfgs\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", + " 0 1 6.364e-01 6.643e+02 5.957e-05 1.000e+01 0.000e+00 \n", + " 1 9 4.998e-01 1.366e-01 6.104e-05 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 2 10 4.998e-01 -2.138e-12 4.026e-14 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 3 11 4.998e-01 -6.523e-12 1.596e-13 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 4 12 4.998e-01 -2.559e-11 6.383e-13 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 5 13 4.998e-01 -1.022e-10 2.553e-12 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 6 14 4.998e-01 -4.087e-10 1.021e-11 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 7 15 4.998e-01 -1.635e-09 4.085e-11 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 8 16 4.998e-01 -6.539e-09 1.634e-10 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", + " 9 17 4.998e-01 -2.614e-08 6.536e-10 1.751e+03 3.185e-02 1.000e+01 0.000e+00 \n", + " 10 18 4.998e-01 -1.044e-07 2.614e-09 1.751e+03 3.184e-02 1.000e+01 0.000e+00 \n", + " 11 19 4.998e-01 -4.146e-07 1.046e-08 1.749e+03 3.180e-02 1.000e+01 0.000e+00 \n", + " 12 20 4.998e-01 -1.611e-06 4.183e-08 1.742e+03 3.163e-02 1.000e+01 0.000e+00 \n", + " 13 21 4.998e-01 -5.668e-06 1.674e-07 1.713e+03 3.096e-02 1.000e+01 0.000e+00 \n", + " 14 22 4.998e-01 -9.320e-06 6.699e-07 1.600e+03 2.834e-02 1.000e+01 0.000e+00 \n", + " 15 23 5.001e-01 -2.800e-04 2.688e-06 1.174e+03 1.892e-02 1.000e+01 0.000e+00 \n", + " 16 24 4.906e-01 9.530e-03 1.088e-05 4.035e+02 8.371e-03 1.000e+01 0.000e+00 \n", + " 17 25 4.407e-01 4.984e-02 3.114e-05 9.623e+02 1.220e-02 1.000e+01 0.000e+00 \n", + " 18 26 3.543e-01 8.643e-02 6.600e-05 1.078e+03 1.955e-02 1.000e+01 0.000e+00 \n", + " 19 27 3.046e-01 4.968e-02 4.780e-05 7.020e+02 2.340e-02 1.000e+01 0.000e+00 \n", + " 20 28 2.868e-01 1.778e-02 2.100e-05 3.153e+02 2.345e-02 1.000e+01 0.000e+00 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 2.868e-01\n", + " Constraint violation: 2.345e-02\n", + " Total delta_x: 2.309e-04\n", + " Iterations: 20\n", + " Function evaluations: 28\n", + " Gradient evaluations: 21\n", + " Hessian evaluations: 0\n", + "Timer: Solution time = 58.9 sec\n", + "Timer: Avg time per step = 2.80 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 6.364e-01 --> 2.868e-01, \n", + "Maximum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 (normalized)\n", + "Maximum absolute Force error: 6.855e+03 --> 1.818e+06 (N)\n", + "Minimum absolute Force error: 3.793e-02 --> 2.306e+00 (N)\n", + "Average absolute Force error: 1.744e+02 --> 3.595e+04 (N)\n", + "Maximum absolute Force error: 2.688e-04 --> 7.130e-02 (normalized)\n", + "Minimum absolute Force error: 1.488e-09 --> 9.042e-08 (normalized)\n", + "Average absolute Force error: 6.839e-06 --> 1.410e-03 (normalized)\n", + "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_973994/178291541.py:22: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", " R_modes = jnp.vstack(\n" ] }, @@ -220,8 +430,8 @@ "text": [ "Building objective: Effective radius\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 1.78 sec\n", - "Timer: Objective build = 13.2 sec\n", + "Timer: Precomputing transforms = 259 ms\n", + "Timer: Objective build = 346 ms\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", @@ -232,150 +442,474 @@ "Building objective: lambda gauge\n", "Building objective: axis R self consistency\n", "Building objective: axis Z self consistency\n", - "Timer: Objective build = 1.54 sec\n", + "Timer: Objective build = 226 ms\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 401 ms\n", - "Timer: Objective build = 503 ms\n", - "Timer: Linear constraint projection build = 8.16 sec\n", - "Timer: Linear constraint projection build = 623 ms\n", - "Number of parameters: 1900\n", + "Timer: Precomputing transforms = 53.1 ms\n", + "Timer: Objective build = 66.0 ms\n", + "Timer: Linear constraint projection build = 2.35 sec\n", + "Timer: Linear constraint projection build = 247 ms\n", + "Number of parameters: 1470\n", "Number of objectives: 1\n", - "Number of equality constraints: 5000\n", + "Number of equality constraints: 3078\n", "Number of inequality constraints: 0\n", - "Timer: Initializing the optimization = 24.3 sec\n", + "Timer: Initializing the optimization = 3.26 sec\n", "\n", "Starting optimization\n", - "Using method: fmin-auglag-bfgs\n" + "Using method: fmin-auglag-bfgs\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", + " 0 1 6.972e-01 2.438e+03 5.957e-05 1.000e+01 0.000e+00 \n", + " 1 10 6.428e-01 5.445e-02 1.526e-05 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 2 11 6.428e-01 1.063e-11 3.330e-15 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 3 12 6.428e-01 4.322e-11 1.346e-14 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 4 13 6.428e-01 1.730e-10 5.390e-14 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 5 14 6.428e-01 6.920e-10 2.156e-13 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 6 15 6.428e-01 2.768e-09 8.626e-13 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 7 16 6.428e-01 1.107e-08 3.451e-12 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 8 17 6.428e-01 4.429e-08 1.380e-11 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 9 18 6.428e-01 1.772e-07 5.521e-11 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 10 19 6.428e-01 7.087e-07 2.208e-10 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 11 20 6.428e-01 2.835e-06 8.833e-10 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", + " 12 21 6.428e-01 1.134e-05 3.533e-09 2.066e+03 2.299e-02 1.000e+01 0.000e+00 \n", + " 13 22 6.427e-01 4.541e-05 1.413e-08 2.063e+03 2.294e-02 1.000e+01 0.000e+00 \n", + " 14 23 6.426e-01 1.822e-04 5.654e-08 2.050e+03 2.275e-02 1.000e+01 0.000e+00 \n", + " 15 24 6.418e-01 7.385e-04 2.262e-07 1.999e+03 2.199e-02 1.000e+01 0.000e+00 \n", + " 16 25 6.387e-01 3.094e-03 9.049e-07 1.801e+03 1.912e-02 1.000e+01 0.000e+00 \n", + " 17 26 6.320e-01 6.744e-03 3.622e-06 1.048e+03 9.492e-03 1.000e+01 0.000e+00 \n", + " 18 27 6.239e-01 8.090e-03 3.600e-06 7.809e+02 4.065e-03 1.000e+01 0.000e+00 \n", + " 19 28 6.084e-01 1.545e-02 9.368e-06 3.015e+03 1.689e-02 1.000e+01 0.000e+00 \n", + " 20 29 6.068e-01 1.674e-03 2.267e-06 1.059e+03 1.114e-02 1.000e+01 0.000e+00 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 6.068e-01\n", + " Constraint violation: 1.114e-02\n", + " Total delta_x: 1.827e-05\n", + " Iterations: 20\n", + " Function evaluations: 29\n", + " Gradient evaluations: 21\n", + " Hessian evaluations: 0\n", + "Timer: Solution time = 1.08 min\n", + "Timer: Avg time per step = 3.08 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 6.972e-01 --> 6.068e-01, \n", + "Maximum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 (normalized)\n", + "Maximum absolute Force error: 6.855e+03 --> 1.334e+06 (N)\n", + "Minimum absolute Force error: 3.793e-02 --> 1.272e+00 (N)\n", + "Average absolute Force error: 1.744e+02 --> 5.399e+03 (N)\n", + "Maximum absolute Force error: 2.688e-04 --> 5.232e-02 (normalized)\n", + "Minimum absolute Force error: 1.488e-09 --> 4.989e-08 (normalized)\n", + "Average absolute Force error: 6.839e-06 --> 2.117e-04 (normalized)\n", + "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" ] }, + { + "data": { + "image/png": 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", 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "eqfam2 = compare_optimizations(eq,mode_lim=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/home/jjfrybes/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:691: FutureWarning: unhashable type: . Attempting to hash a tracer will lead to an error in a future JAX release.\n", - " warnings.warn(\n" + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" ] }, { - "ename": "ConcretizationTypeError", - "evalue": "Abstract tracer value encountered where concrete value is expected: traced array with shape int64[]\nThe size argument of jnp.nonzero must be statically specified to use jnp.nonzero within JAX transformations.\nThe error occurred while tracing the function fit_drift_peaks at /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:92 for jit. This value became a tracer due to JAX operations on these lines:\n\n operation a\u001b[35m:f64[1]\u001b[39m = slice[limit_indices=(1,) start_indices=(0,) strides=None] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:134:12 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line :1:19 ()\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line :1 ()\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:40 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:21 (fit_drift_peaks)\n\nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.ConcretizationTypeError", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mConcretizationTypeError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[5], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m eq1 \u001b[38;5;241m=\u001b[39m run_step(\u001b[38;5;241m1\u001b[39m, eq)\n\u001b[1;32m 2\u001b[0m eqfam\u001b[38;5;241m.\u001b[39mappend(eq1)\n", - "Cell \u001b[0;32mIn[4], line 45\u001b[0m, in \u001b[0;36mrun_step\u001b[0;34m(k, eq)\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;66;03m# this is the default optimizer, which re-solves the equilibrium at each step\u001b[39;00m\n\u001b[1;32m 43\u001b[0m optimizer \u001b[38;5;241m=\u001b[39m Optimizer(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfmin-auglag-bfgs\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 45\u001b[0m eq_new, history \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 46\u001b[0m objective\u001b[38;5;241m=\u001b[39mobjective,\n\u001b[1;32m 47\u001b[0m constraints\u001b[38;5;241m=\u001b[39mconstraints,\n\u001b[1;32m 48\u001b[0m optimizer\u001b[38;5;241m=\u001b[39moptimizer,\n\u001b[1;32m 49\u001b[0m maxiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m20\u001b[39m, \u001b[38;5;66;03m# we don't need to solve to optimality at each multigrid step\u001b[39;00m\n\u001b[1;32m 50\u001b[0m verbose\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m,\n\u001b[1;32m 51\u001b[0m copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;66;03m# don't modify original, return a new optimized copy\u001b[39;00m\n\u001b[1;32m 52\u001b[0m options\u001b[38;5;241m=\u001b[39m{\n\u001b[1;32m 53\u001b[0m \u001b[38;5;66;03m# Sometimes the default initial trust radius is too big, allowing the\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;66;03m# optimizer to take too large a step in a bad direction. If this happens,\u001b[39;00m\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# we can manually specify a smaller starting radius. Each optimizer has a\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;66;03m# number of different options that can be used to tune the performance.\u001b[39;00m\n\u001b[1;32m 57\u001b[0m \u001b[38;5;66;03m# See the documentation for more info.\u001b[39;00m\n\u001b[1;32m 58\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1.0\u001b[39m,\n\u001b[1;32m 59\u001b[0m },\n\u001b[1;32m 60\u001b[0m )\n\u001b[1;32m 62\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m eq_new\n", - "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:2181\u001b[0m, in \u001b[0;36mEquilibrium.optimize\u001b[0;34m(self, objective, constraints, optimizer, ftol, xtol, gtol, ctol, maxiter, x_scale, options, verbose, copy)\u001b[0m\n\u001b[1;32m 2178\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(constraints, (\u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m)):\n\u001b[1;32m 2179\u001b[0m constraints \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtuple\u001b[39m([constraints])\n\u001b[0;32m-> 2181\u001b[0m things, result \u001b[38;5;241m=\u001b[39m optimizer\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 2182\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2183\u001b[0m objective,\n\u001b[1;32m 2184\u001b[0m constraints,\n\u001b[1;32m 2185\u001b[0m ftol\u001b[38;5;241m=\u001b[39mftol,\n\u001b[1;32m 2186\u001b[0m xtol\u001b[38;5;241m=\u001b[39mxtol,\n\u001b[1;32m 2187\u001b[0m gtol\u001b[38;5;241m=\u001b[39mgtol,\n\u001b[1;32m 2188\u001b[0m ctol\u001b[38;5;241m=\u001b[39mctol,\n\u001b[1;32m 2189\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 2190\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 2191\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mmaxiter,\n\u001b[1;32m 2192\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 2193\u001b[0m copy\u001b[38;5;241m=\u001b[39mcopy,\n\u001b[1;32m 2194\u001b[0m )\n\u001b[1;32m 2196\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m things[\u001b[38;5;241m0\u001b[39m], result\n", - "File \u001b[0;32m~/DESC/desc/optimize/optimizer.py:311\u001b[0m, in \u001b[0;36mOptimizer.optimize\u001b[0;34m(self, things, objective, constraints, ftol, xtol, gtol, ctol, x_scale, verbose, maxiter, options, copy)\u001b[0m\n\u001b[1;32m 307\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUsing method: \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod))\n\u001b[1;32m 309\u001b[0m timer\u001b[38;5;241m.\u001b[39mstart(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSolution time\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 311\u001b[0m result \u001b[38;5;241m=\u001b[39m optimizers[method][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m](\n\u001b[1;32m 312\u001b[0m objective,\n\u001b[1;32m 313\u001b[0m nonlinear_constraint,\n\u001b[1;32m 314\u001b[0m x0,\n\u001b[1;32m 315\u001b[0m method,\n\u001b[1;32m 316\u001b[0m x_scale,\n\u001b[1;32m 317\u001b[0m verbose,\n\u001b[1;32m 318\u001b[0m stoptol,\n\u001b[1;32m 319\u001b[0m options,\n\u001b[1;32m 320\u001b[0m )\n\u001b[1;32m 322\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(objective, LinearConstraintProjection):\n\u001b[1;32m 323\u001b[0m \u001b[38;5;66;03m# remove wrapper to get at underlying objective\u001b[39;00m\n\u001b[1;32m 324\u001b[0m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m [objective\u001b[38;5;241m.\u001b[39mrecover(x) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n", - "File \u001b[0;32m~/DESC/desc/optimize/_desc_wrappers.py:95\u001b[0m, in \u001b[0;36m_optimize_desc_aug_lagrangian\u001b[0;34m(objective, constraint, x0, method, x_scale, verbose, stoptol, options)\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 93\u001b[0m constraint_wrapped \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m---> 95\u001b[0m result \u001b[38;5;241m=\u001b[39m fmin_auglag(\n\u001b[1;32m 96\u001b[0m \u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 97\u001b[0m x0\u001b[38;5;241m=\u001b[39mx0,\n\u001b[1;32m 98\u001b[0m grad\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mgrad(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 99\u001b[0m hess\u001b[38;5;241m=\u001b[39mhess,\n\u001b[1;32m 100\u001b[0m bounds\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mjnp\u001b[38;5;241m.\u001b[39minf, jnp\u001b[38;5;241m.\u001b[39minf),\n\u001b[1;32m 101\u001b[0m constraint\u001b[38;5;241m=\u001b[39mconstraint_wrapped,\n\u001b[1;32m 102\u001b[0m args\u001b[38;5;241m=\u001b[39m(objective\u001b[38;5;241m.\u001b[39mconstants, constraint\u001b[38;5;241m.\u001b[39mconstants \u001b[38;5;28;01mif\u001b[39;00m constraint \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m),\n\u001b[1;32m 103\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 104\u001b[0m ftol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 105\u001b[0m xtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 106\u001b[0m gtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 107\u001b[0m ctol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mctol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 108\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 109\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxiter\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 110\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 111\u001b[0m )\n\u001b[1;32m 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", - "File \u001b[0;32m~/DESC/desc/optimize/aug_lagrangian.py:296\u001b[0m, in \u001b[0;36mfmin_auglag\u001b[0;34m(fun, x0, grad, hess, bounds, constraint, args, x_scale, ftol, xtol, gtol, ctol, verbose, maxiter, callback, options)\u001b[0m\n\u001b[1;32m 293\u001b[0m iteration \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[1;32m 295\u001b[0m z \u001b[38;5;241m=\u001b[39m z0\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[0;32m--> 296\u001b[0m f \u001b[38;5;241m=\u001b[39m fun_wrapped(z, \u001b[38;5;241m*\u001b[39margs)\n\u001b[1;32m 297\u001b[0m c \u001b[38;5;241m=\u001b[39m constraint_wrapped\u001b[38;5;241m.\u001b[39mfun(z, \u001b[38;5;241m*\u001b[39margs)\n\u001b[1;32m 298\u001b[0m constr_violation \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mlinalg\u001b[38;5;241m.\u001b[39mnorm(c, \u001b[38;5;28mord\u001b[39m\u001b[38;5;241m=\u001b[39mjnp\u001b[38;5;241m.\u001b[39minf)\n", - "File \u001b[0;32m~/DESC/desc/optimize/utils.py:76\u001b[0m, in \u001b[0;36minequality_to_bounds..fun_wrapped\u001b[0;34m(z, *args)\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mfun_wrapped\u001b[39m(z, \u001b[38;5;241m*\u001b[39margs):\n\u001b[1;32m 75\u001b[0m x, s \u001b[38;5;241m=\u001b[39m z2xs(z)\n\u001b[0;32m---> 76\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m fun(x, \u001b[38;5;241m*\u001b[39margs)\n", - "File \u001b[0;32m~/DESC/desc/optimize/_desc_wrappers.py:96\u001b[0m, in \u001b[0;36m_optimize_desc_aug_lagrangian..\u001b[0;34m(x, *c)\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 93\u001b[0m constraint_wrapped \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 95\u001b[0m result \u001b[38;5;241m=\u001b[39m fmin_auglag(\n\u001b[0;32m---> 96\u001b[0m \u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 97\u001b[0m x0\u001b[38;5;241m=\u001b[39mx0,\n\u001b[1;32m 98\u001b[0m grad\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mlambda\u001b[39;00m x, \u001b[38;5;241m*\u001b[39mc: objective\u001b[38;5;241m.\u001b[39mgrad(x, c[\u001b[38;5;241m0\u001b[39m]),\n\u001b[1;32m 99\u001b[0m hess\u001b[38;5;241m=\u001b[39mhess,\n\u001b[1;32m 100\u001b[0m bounds\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m-\u001b[39mjnp\u001b[38;5;241m.\u001b[39minf, jnp\u001b[38;5;241m.\u001b[39minf),\n\u001b[1;32m 101\u001b[0m constraint\u001b[38;5;241m=\u001b[39mconstraint_wrapped,\n\u001b[1;32m 102\u001b[0m args\u001b[38;5;241m=\u001b[39m(objective\u001b[38;5;241m.\u001b[39mconstants, constraint\u001b[38;5;241m.\u001b[39mconstants \u001b[38;5;28;01mif\u001b[39;00m constraint \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m),\n\u001b[1;32m 103\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 104\u001b[0m ftol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 105\u001b[0m xtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 106\u001b[0m gtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 107\u001b[0m ctol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mctol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 108\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 109\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxiter\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 110\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 111\u001b[0m )\n\u001b[1;32m 112\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", - "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:244\u001b[0m, in \u001b[0;36mLinearConstraintProjection.compute_scalar\u001b[0;34m(self, x_reduced, constants)\u001b[0m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute the scalar form of the objective function.\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \n\u001b[1;32m 230\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 241\u001b[0m \n\u001b[1;32m 242\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 243\u001b[0m x \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrecover(x_reduced)\n\u001b[0;32m--> 244\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, constants)\n", - " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", - "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:371\u001b[0m, in \u001b[0;36mObjectiveFunction.compute_scalar\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 354\u001b[0m \u001b[38;5;129m@jit\u001b[39m\n\u001b[1;32m 355\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcompute_scalar\u001b[39m(\u001b[38;5;28mself\u001b[39m, x, constants\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 356\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Compute the sum of squares error.\u001b[39;00m\n\u001b[1;32m 357\u001b[0m \n\u001b[1;32m 358\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 369\u001b[0m \n\u001b[1;32m 370\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 371\u001b[0m f \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39msum(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute_scaled_error(x, constants\u001b[38;5;241m=\u001b[39mconstants) \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m \u001b[38;5;241m2\u001b[39m) \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m2\u001b[39m\n\u001b[1;32m 372\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f\n", - " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", - "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:348\u001b[0m, in \u001b[0;36mObjectiveFunction.compute_scaled_error\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 344\u001b[0m constants \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconstants\n\u001b[1;32m 345\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(params) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(constants) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjectives)\n\u001b[1;32m 346\u001b[0m f \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mconcatenate(\n\u001b[1;32m 347\u001b[0m [\n\u001b[0;32m--> 348\u001b[0m obj\u001b[38;5;241m.\u001b[39mcompute_scaled_error(\u001b[38;5;241m*\u001b[39mpar, constants\u001b[38;5;241m=\u001b[39mconst)\n\u001b[1;32m 349\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m par, obj, const \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(params, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjectives, constants)\n\u001b[1;32m 350\u001b[0m ]\n\u001b[1;32m 351\u001b[0m )\n\u001b[1;32m 352\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f\n", - " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", - "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:1098\u001b[0m, in \u001b[0;36m_Objective.compute_scaled_error\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1096\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute and apply the target/bounds, weighting, and normalization.\"\"\"\u001b[39;00m\n\u001b[1;32m 1097\u001b[0m args \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_maybe_array_to_params(\u001b[38;5;241m*\u001b[39margs)\n\u001b[0;32m-> 1098\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 1099\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_loss_function \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 1100\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_loss_function(f)\n", - "File \u001b[0;32m~/DESC/desc/objectives/_turbulence.py:260\u001b[0m, in \u001b[0;36mEffectiveRadius.compute\u001b[0;34m(self, params, constants)\u001b[0m\n\u001b[1;32m 243\u001b[0m data \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 244\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 245\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota_r\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 246\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m: iota_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mshear\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m],\n\u001b[1;32m 247\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m : len_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124ma\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 248\u001b[0m }\n\u001b[1;32m 250\u001b[0m grid \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39mget_rtz_grid(\n\u001b[1;32m 251\u001b[0m rho,\n\u001b[1;32m 252\u001b[0m alpha,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 257\u001b[0m params\u001b[38;5;241m=\u001b[39mparams,\n\u001b[1;32m 258\u001b[0m )\n\u001b[0;32m--> 260\u001b[0m data \u001b[38;5;241m=\u001b[39m compute_fun(\n\u001b[1;32m 261\u001b[0m eq,\n\u001b[1;32m 262\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys,\n\u001b[1;32m 263\u001b[0m params,\n\u001b[1;32m 264\u001b[0m get_transforms(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys, eq, grid, jitable\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m),\n\u001b[1;32m 265\u001b[0m profiles\u001b[38;5;241m=\u001b[39mget_profiles(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_data_keys, eq, grid),\n\u001b[1;32m 266\u001b[0m data\u001b[38;5;241m=\u001b[39mdata,\n\u001b[1;32m 267\u001b[0m )[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mR_eff\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 269\u001b[0m \u001b[38;5;66;03m# data = compute_fun(\u001b[39;00m\n\u001b[1;32m 270\u001b[0m \u001b[38;5;66;03m# eq,\u001b[39;00m\n\u001b[1;32m 271\u001b[0m \u001b[38;5;66;03m# self._data_keys,\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 276\u001b[0m \u001b[38;5;66;03m# )\u001b[39;00m\n\u001b[1;32m 277\u001b[0m \u001b[38;5;66;03m# R_eff = data[\"R_eff\"]\u001b[39;00m\n\u001b[1;32m 278\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_target_type \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n", - "File \u001b[0;32m~/DESC/desc/compute/utils.py:205\u001b[0m, in \u001b[0;36m_compute\u001b[0;34m(parameterization, names, params, transforms, profiles, data, **kwargs)\u001b[0m\n\u001b[1;32m 193\u001b[0m data \u001b[38;5;241m=\u001b[39m _compute(\n\u001b[1;32m 194\u001b[0m parameterization,\n\u001b[1;32m 195\u001b[0m data_index[parameterization][name][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdependencies\u001b[39m\u001b[38;5;124m\"\u001b[39m][\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 202\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 203\u001b[0m )\n\u001b[1;32m 204\u001b[0m \u001b[38;5;66;03m# now compute the quantity\u001b[39;00m\n\u001b[0;32m--> 205\u001b[0m data \u001b[38;5;241m=\u001b[39m data_index[parameterization][name][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m](\n\u001b[1;32m 206\u001b[0m params\u001b[38;5;241m=\u001b[39mparams, transforms\u001b[38;5;241m=\u001b[39mtransforms, profiles\u001b[38;5;241m=\u001b[39mprofiles, data\u001b[38;5;241m=\u001b[39mdata, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 207\u001b[0m )\n\u001b[1;32m 208\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m data\n", - "File \u001b[0;32m~/DESC/desc/compute/_turbulence.py:56\u001b[0m, in \u001b[0;36m_R_eff\u001b[0;34m(params, transforms, profiles, data, **kwargs)\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[38;5;129m@register_compute_fun\u001b[39m(\n\u001b[1;32m 39\u001b[0m name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mR_eff\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 40\u001b[0m \u001b[38;5;66;03m# Exact definition of the effective radius of curvature can be found\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 53\u001b[0m \n\u001b[1;32m 54\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_R_eff\u001b[39m(params, transforms, profiles, data, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 55\u001b[0m grid \u001b[38;5;241m=\u001b[39m transforms[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgrid\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39msource_grid\n\u001b[0;32m---> 56\u001b[0m out \u001b[38;5;241m=\u001b[39m fit_drift_peaks(grid\u001b[38;5;241m.\u001b[39mnodes[:,\u001b[38;5;241m2\u001b[39m],data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mK_d\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[1;32m 57\u001b[0m R_eff \u001b[38;5;241m=\u001b[39m [row[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;28;01mfor\u001b[39;00m row \u001b[38;5;129;01min\u001b[39;00m out[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mvalues\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n\u001b[1;32m 58\u001b[0m data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mR_eff\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m R_eff\n", - " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", - "File \u001b[0;32m~/DESC/desc/integrals/critical_gradient.py:137\u001b[0m, in \u001b[0;36mfit_drift_peaks\u001b[0;34m(l, Kd)\u001b[0m\n\u001b[1;32m 134\u001b[0m val_0 \u001b[38;5;241m=\u001b[39m Kd[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 136\u001b[0m \u001b[38;5;66;03m# Find indices where Kd changes sign (crosses zero)\u001b[39;00m\n\u001b[0;32m--> 137\u001b[0m zero_crossings \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mwhere(jnp\u001b[38;5;241m.\u001b[39mdiff(jnp\u001b[38;5;241m.\u001b[39msign(Kd)))[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m 139\u001b[0m \u001b[38;5;66;03m# Initialize lists to store valid peak intervals\u001b[39;00m\n\u001b[1;32m 140\u001b[0m peak_indices \u001b[38;5;241m=\u001b[39m []\n", - "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/numpy/lax_numpy.py:2111\u001b[0m, in \u001b[0;36mwhere\u001b[0;34m(condition, x, y, size, fill_value)\u001b[0m\n\u001b[1;32m 2109\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m x \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;129;01mand\u001b[39;00m y \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 2110\u001b[0m util\u001b[38;5;241m.\u001b[39mcheck_arraylike(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwhere\u001b[39m\u001b[38;5;124m\"\u001b[39m, condition)\n\u001b[0;32m-> 2111\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m nonzero(condition, size\u001b[38;5;241m=\u001b[39msize, fill_value\u001b[38;5;241m=\u001b[39mfill_value)\n\u001b[1;32m 2112\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 2113\u001b[0m util\u001b[38;5;241m.\u001b[39mcheck_arraylike(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mwhere\u001b[39m\u001b[38;5;124m\"\u001b[39m, condition, x, y)\n", - "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/numpy/lax_numpy.py:2601\u001b[0m, in \u001b[0;36mnonzero\u001b[0;34m(***failed resolving arguments***)\u001b[0m\n\u001b[1;32m 2599\u001b[0m mask \u001b[38;5;241m=\u001b[39m arr \u001b[38;5;28;01mif\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mbool\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m (arr \u001b[38;5;241m!=\u001b[39m \u001b[38;5;241m0\u001b[39m)\n\u001b[1;32m 2600\u001b[0m calculated_size_ \u001b[38;5;241m=\u001b[39m mask\u001b[38;5;241m.\u001b[39msum() \u001b[38;5;28;01mif\u001b[39;00m size \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;28;01melse\u001b[39;00m size\n\u001b[0;32m-> 2601\u001b[0m calculated_size: \u001b[38;5;28mint\u001b[39m \u001b[38;5;241m=\u001b[39m core\u001b[38;5;241m.\u001b[39mconcrete_dim_or_error(calculated_size_,\n\u001b[1;32m 2602\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe size argument of jnp.nonzero must be statically specified \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 2603\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mto use jnp.nonzero within JAX transformations.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 2604\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m arr\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m calculated_size \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m 2605\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtuple\u001b[39m(zeros(calculated_size, \u001b[38;5;28mint\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m dim \u001b[38;5;129;01min\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mshape)\n", - " \u001b[0;31m[... skipping hidden 1 frame]\u001b[0m\n", - "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:1545\u001b[0m, in \u001b[0;36mconcrete_or_error\u001b[0;34m(force, val, context)\u001b[0m\n\u001b[1;32m 1543\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m force(val\u001b[38;5;241m.\u001b[39maval\u001b[38;5;241m.\u001b[39mval)\n\u001b[1;32m 1544\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1545\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m ConcretizationTypeError(val, context)\n\u001b[1;32m 1546\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 1547\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m force(val)\n", - "\u001b[0;31mConcretizationTypeError\u001b[0m: Abstract tracer value encountered where concrete value is expected: traced array with shape int64[]\nThe size argument of jnp.nonzero must be statically specified to use jnp.nonzero within JAX transformations.\nThe error occurred while tracing the function fit_drift_peaks at /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:92 for jit. This value became a tracer due to JAX operations on these lines:\n\n operation a\u001b[35m:f64[1]\u001b[39m = slice[limit_indices=(1,) start_indices=(0,) strides=None] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:134:12 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line :1:19 ()\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line :1 ()\n\n operation a\u001b[35m:f64[2000]\u001b[39m = sign b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:40 (fit_drift_peaks)\n\n operation a\u001b[35m:f64[]\u001b[39m = convert_element_type[new_dtype=float64 weak_type=False] b\n from line /home/jjfrybes/DESC/desc/integrals/critical_gradient.py:137:21 (fit_drift_peaks)\n\nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.ConcretizationTypeError" + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values of R_eff are: [1.47544762 1.63507168 1.63366791 1.47108183 1.45099903 1.49406659\n", + " 1.67110407]\n", + "Values of L_par are: [0.63685962 0.62918661 0.62918661 0.53711052 0.52943751 0.52176451\n", + " 0.52176451]\n" + ] + } + ], + "source": [ + "grid = plot_Kd(eq1)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values of R_eff are: [2.29638528 2.29951635 2.30920581 2.28600875 2.42595058 2.31557901\n", + " 2.2906309 ]\n", + "Values of L_par are: [0.65108866 0.63576892 0.62810906 0.55151039 0.55151039 0.54385052\n", + " 0.54385052]\n" ] } ], "source": [ - "eq1 = run_step(1, eq)\n", - "eqfam.append(eq1)" + "iota_grid = LinearGrid(\n", + " rho=0.5\n", + ")\n", + "iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + "grid = get_field_line_grid(eq,iota,n_pol=10)\n", + "Kd = get_value(eq,\"Kd\",grid)\n", + "plt.figure()\n", + "plt.plot(grid.nodes[:,2],Kd)\n", + "plt.axhline(0,color='r',linestyle=\"--\")\n", + "plt.xlabel(r\"$\\zeta$\")\n", + "plt.ylabel(r\"$K_d$\")\n", + "R_eff = get_value(eq,\"R_eff\",grid)\n", + "L_par = get_value(eq,\"L_par\",grid)\n", + "a = get_value(eq,\"a\",grid)\n", + "\n", + "# Format the text to be displayed in the box\n", + "textstr = (\n", + " f\"Mean value of $R_{{eff}}$: {R_eff.mean():.3f}\\n\"\n", + " f\"Mean value of $L_{{par}}$: {L_par.mean():.3f}\\n\"\n", + " f\"Maximum value of $R_{{eff}}$: {R_eff.max():.3f}\\n\"\n", + " f\"Maximum value of $L_{{par}}$: {L_par.max():.3f}\\n\"\n", + ")\n", + "\n", + "# Add the text box to the plot\n", + "props = dict(boxstyle='round', facecolor='white', alpha=0.5)\n", + "plt.text(\n", + " 0.05, 0.95, textstr, transform=plt.gca().transAxes,\n", + " fontsize=12, verticalalignment='top', bbox=props\n", + ")\n", + "\n", + "# Add a legend and show the plot\n", + "plt.legend()\n", + "plt.show()\n", + "\n", + "# Print the values for verification\n", + "print(f\"Values of R_eff are: {R_eff}\")\n", + "print(f\"Values of L_par are: {L_par}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + " " + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plot_comparison(\n", + " eqs=[eqfam2[0], eqfam2[1], eqfam2[2]],\n", + " labels=[\n", + " \"Before optimization\",\n", + " \"After optmization\",\n", + " \"bla\",\n", + " ],\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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5Xaht27Z68803/a9/+eUXHXLIIbUO3MLNF+q9Y445Ru+8807EZQNuQa2l1lJrK1FrHw/7/cRba8M57rjjAsZy9Pl82rt3r//1zJkzdfDBB0e9PMDJqLfUW+ptJert42G/n3jr7dtvv63c3FytXbtWaWlpOvXUUzVo0CANGzYs5HtHH310yM/AOjy8L4nuu+8+3X///SosLNSPP/4on88X8qrP2rVrlZeXp0cffVTnn3++WrRooeeeey6m9S1btkySdPTRRyfc9uoyMjJ09913a9SoUaqoqAg67tznn3+uY445RlLlwwS6du2qrl27hl3uwoULdcABBwSM6xPK9ddfr5deesm09gYzZ84cnX322f7XFRUVuueee3T66aerQ4cOUS2jurVr19baGbdr106bNm2qNe+kSZN06KGH6sgjj9TWrVv9g9nPnz/fX6ikyuLbrVs3vfTSS1q9erUOPfRQSZUF5LvvvgtYZkFBQcSrjOvXr1fLli39V1klacmSJRo1apTWrl2rl19+WTNmzNArr7yimTNnatSoUdq+fbskKT8/Xy1btozqu2jfvr2/V8HSpUvVsWNHzZkzR7/99pv69u0b1TIkBZysSVKXLl10xBFHqLCwsNa8ixYt0pYtW3TFFVcoJyfHf/D06aef+q8Mz507N2BcsGC/WajfRpJWrFihiooKpaWl6bffftOKFStqteOQQw7R6NGjw/5VL7xSZW+N/Px8/3c9d+5cXXLJJZIqx3OseohJuPlCvRfuM4AbUWuptdTaStRaa2ptOKeccorKysq0e/duSdLKlSsDvutVq1YpOzs74nIAN6DeUm+pt5Wot9bUW8Mw1LNnT3/InZ+fr06dOoV9L9xnYB16LCfRk08+qeeff15DhgxRUVGRpkyZEvSqj2EYGjNmjJ544gn/TvCKK67QhAkT9OWXX+qkk04KmH/y5MnKy8uTJE2bNk1r165VWVmZvv32W/Xr109Dhw41fVtuvPHGsIPlL1y4UCeeeKJeeOEFrVy5MugDAWqK5lahKkcddZSeeuop/44u0fZW9/nnn+vdd9/VkiVLNHPmTH355ZcqLy/X2rVrdcQRRygvLy/mp3j/8MMPQX/rc889V5MmTdJFF13kn/bFF1/o6quvDnjy7gUXXKDc3FzNnz9fbdu29bez6labgw46SBUVFf5/L9VvwamyaNEinXbaaWHb+fzzz/uvaFZp1KiRNm7cqCZNmujUU0/Va6+9puzsbF1zzTXKz8/X3Llz1aVLl4DC/swzz2jChAlasmRJ0PUcc8wxuuyyy/TQQw9pzZo1KisrU4MGDfy3ikayYMECjRs3Tt9++62aN28ecOW1f//+OuSQQwLm37Vrl+rVq6dLL71UOTk5qlu3rn/6Tz/9pFWrVmnp0qUqLy/XE088ISn4bxbut5Gk6dOn+3sNdOrUSf/5z3+i2p5IMjMz9eyzz2rEiBHq2LGjli1b5r/yPn78eJ111llq165d2PlCvRfuM4AbUWvDo9ZWotZGRq0NXmsl6YUXXtAnn3yirVu36q677tIFF1yg008/XRkZGXrxxRc1dOhQNWvWTJs3b9bYsWP966hfvz4PxkXKoN6GR72tRL2NjHobvN5edtll2rFjhx577DGVlZVpw4YNmjRpkiSFfK9p06YhPwMLJXtQZy+KdRB8t9u8ebPRqVOnoO+F+y7atm1rfP3111Gv58MPPzTee++9qJYdSbyfjfZzDz30kLFt27ag71166aXG77//HnEZGzduNBo3bmw89thjxqRJk4zVq1cb7777rjFx4kRj7969Rl5enjFjxgzDMAyjb9++xsaNGwM+369fv4AHQ9Rs+65du4zc3Nyg677yyisNwzCMjz76yBg4cKCxcuVKwzAM46qrrjI2bdpkPP/888YHH3xgbNq0yTAMw7juuuuMO++8M+I2lZeXGxMnTow4X6KmTp1qjBo1Kuj0W2+9Nehnwv1mAJyHWrsPtbY2ai21FoA5qLf7UG9ro95Sb+E99FiG6ebPnx/x1qBgornFsLpzzjlHAwcO1F//+teY15VsP//8sw466KCg791xxx16+eWX9fe//z3sMubPn6+zzz5bd9xxh39a9VurrrrqKj3++ONKT0/XscceG3CVdcuWLapXr57/gRPBvPjii7r++uuDvte0aVNNnz5dBx54oK688kp9+eWXWrp0qa666io1b95cderU0U8//aSTTz5Zs2bN0sqVK/Xxxx+H3R6p8jevukptlSVLlujZZ59V+/btA8bmqj79t99+qzWmU7jfDADsRq2tjVobHLUWAOJHva2Nehsc9RZeRbCcBJmZmbVu3UhVCxcu1NixY1W/fn0tW7ZMxx13XMD7Zn8XnTp10rp169SmTZuElh3vZ6P53IoVK3TiiSeGfP/kk09WQUGBVqxY4R+7K5ilS5eGHfu2fv36/lvDao6fNWHChFoD1tds+9atW0MWwuq3cUqqtT3VHxpx0kknad68eVE97Gbp0qVR3yIWr44dO2rGjBlRT5ci/2YAnIdauw+1tjZqbe+I8yWCWgt4B/V2H+ptbdTb3hHnSwT1Fk7kMwzDsLsRAKyzbds27bfffgFPkgUAAOah1gIAYD3qLeA8BMsAAAAAAAAAgJhEfuQoAAAAAAAAAADVECwDAAAAAAAAAGLi+WDZMAyVlJSIEUEAwNn6+Hzq4vOxv3Yhai0AuMPixYt1tM+nPXv22N0UxIhaCwDusGPHDh3l82nVqlV2N8UUnh9juaSkRNnZ2SouLlZWVpbdzQEABFFaWqqDs7JUIumDmTMDng4N56PWwkmG+3y2rXuYtw+74QKH+3zaIKmHpE/49+oq1FoAcIcePp8WSDpc0soUqLUZdjcAAIBIemdlqYGk7pKuP+ccbaqokM/GcAiAe8QTJF8b57pejvB+sLYQNsMp5s+fry2SrpA0WdLOnTvVsGFDexsFAEAK+fnnn/WVpCslTZL0zTffqFOnTja3KjH0WObKLgA4WlFRkQ7OyVEfSS0kjZf04tSp6t27t70NQ9SotUimWILkeAPkeEQKnSVCZtjHMAy1SktTO0knq/Jk92BJc/k36RrUWgBwvpN8Pu2RdImkOZI2SVrj8lpLj2UAgKP1yslRU0mt/nh9qqR+F12kC/fuVXp6um3tAuAc0YTJyQyRo11/zbC55nYQNCNZZs6cqR2SOv/x+jRJL6iyZ9VBBx1kX8MAAEgRGzdu1DeSbv7j9UmSxkn67LPP1K1bN/saliB6LHNlFwAca8eOHWrWqJGultT8j2kVkp5S5fiPU7xdwlyDWgurRAqU7Q6TYxGuRzMBM6xkGIaap6Wpk6QTqk1/R1I9SV/y788VqLUA4Gyd/jhu/Wu1aV9I+l5SvouHeqTHMgDAsf7aqJFaaV+oLElpquxJ9YmksrIyZWZm2tE0ADYKFyi7KUyurnq7w/VkJmSG2d59912VSjq+xvTTJD0tadOmTWrRokXyGwYAQIpYs2aNlksaWGN6Z0lfSvroo490zjnnJL9hJqDHMld2AcCRtm3bppaHHKIbVTnOY3UVkp6T1EnSf7xdxlyBWguzhAqU3RomR4OezLBSeXm5DsnIUHdJHYK8/74kn6RF/FtzPGotADjXcT6f6ko6N8h7X0v6VtJml/Zadk2P5cmTJ2vhwoUqLi7W5Zdfrh49egS8P3v2bM2fP1979+7V8uXLNXXqVJtaCgAwQ69DDlFb1Q6Vpcpey6er8oS3tLRUderUSWrbUhW1Fk7lxUC5StU2BguYq74XAmbE67KMDPkkHRvi/R6S8iStXbtWhx9+ePIalsKotQDgLcuXL9f/JN0W4v3jJX0uaerUqbr44ouT1zCTuKLHcmFhoXr27KlvvvlGpaWl6ty5s5YtW6a0tDRJ0s6dO3X99df7i+7y5ct17LHBD4/Kysq0d+9e/+uSkhI1btyYK7sA4CAbNmzQ4YcdppslNQ4xj6HKBwsdLelD55cyx6PWwomCBcpeCJPDoQczzPL777/r4P3319mqrKWh/FdSsaRl/PtKGLUWALynnc+ngySdEWaeJaoMl7e48AH1aXY3IBoLFixQ27Zt5fP5lJWVpbp162rdunX+92fMmKHs7Gz9+9//1pAhQ1RRURFyWSNHjlR2drb/r3HjUJEFAMAuFx12mI5T6FBZqrw19wxJ8yUVFRUlpV2pjFoLJxnu89UKla8VobK073sI9l0E+96AUC7ef39lSToqwnzdJf1P0nfffWd9o1IctRYAvGXhwoX6UdLJEeY7TpUdpy7LcM3AEn6uCJYLCgpUr149/+ucnBwVFBT4X2/cuFFLlizRbbfdpnvuuUd9+/ZVSUlJ0GUNHjxYxcXF/r/t27db3n4AQPSqHmzQI+KcUitJTSX1ysmxtE1eQK2FUxAoR4+AGfEqKSnRPFVeoI30L6WepC6SLgvRcxbRo9YCgLdc0bWrTpYU6T6SqqEe56jyjhQ3cUWw3KRJk4DeaIWFhWrSpIn/db169dShQwelp6erfv36OuCAA7R27dqgy8rMzFRWVlbAHwDAOS4+8kh1ktQgyvlPl/SFpB07dljXKA+g1sIJqoehBMrRI2BGrHpnZ+sASW2inP8USfmSvv76a8va5AXUWgDwjjlz5mibpK5Rzn+UpDqSLt5vP+saZQFXBMtdu3bV6tWrJVU+pGnPnj1q3bq1tmzZIknq0aOHNmzYIEkyDEPbt29XixYtbGsvACA+y5cv12pJ3WL4THNV9lz+a6NGlrTJK6i1sFPNAJRAOT6hvjfCZVRXWFiozxRdb+UqWaq8jfeKLl0sa5cXUGsBwBsMw9A1p52m7pL2j/IzPlV2mporhbxbxYlc8fA+qfLpud98842Ki4t16aWXqkWLFvrb3/6mr776SpL08MMPa8+ePSopKVHHjh115ZVXRrXckpISZWdn85ADAHCAaB5sEMzPkp6XtGHrVh188MHmN8wjqLWwA4GyNUI95I8H/OF0n08bJV0V4+d+kzRO0ow5c9SzZ0/zG+YR1FoASH0zZszQFRdcoFslZcbwOUPSi5LaSZrpkmM21wTLVqEAA4AzfPXVVzr1xBN1uyKPQRXMFEnZkhZYUNY2btyop59+WoZhaMCAAWrevLnp60hl1FqEUhUqEyhbh4AZ1f36669q1rixrpXULI7PfylppaQfKyrkM7knPLU2MdRaAHCGiooKNU9PV2dJneL4fL6kyZK27t6tHAueJWR2vXXf4wYBACnpbyeeqFMUX6gsSadKelrSunXr1KxZ4OlyRkaGMjNrXyteuXKl+vfvr3PPPVf33nuvpMqeRAsXLlRxcbEuv/xy9ejRQy+88IJuuOEGlZeX64UXXtA///nPOFsJoEq+z+fYQLnVePOWlT/QvGXF41oFD5eH+3yEyx7018aN1VrxhcqSdIIqw+UPPvhAZ555ZsB71FoAAKQpU6bod0kd4/x8K1U+oP7C+vX13+LigPdC1VrJvnpLsAwAsN3GjRu1SdJ/VNnrOF75kvr166dZs2YFTB82bJgeeOCBWvMvX75c3bt3978uLCzU6NGj9c0336i0tFSdO3fWsmXLtHnzZjVp0kSGYWjTpk0JtBCAVBkqJ6rVePNCWzOD5GiWneywuSrArxkwV/UYJ2D2jsWSXlf8J7uSVCHphr/+VQU1plNrAQCQ7u/TR3co9iGnqjtS0vWSsrMDz45D1VrJvnpLsAwAsN3evXu1vxILlSWpoaQ/d++uDz74IGB6Rkbwcte3b1+tWrXK/3rBggVq27atfD6fsrKyVLduXa1bt07NmzdXQUGBKioqeIgOkKBEQ+WqoDbRcNbKMDnWdScraA4XMBMue8P+BxygA3bsSGgZB0g66cIL9dZbbwVMp9YCACC1OvNMNfzkk4SW0VBSk+bNtWbNmoDpoWqtZF+9JVgGAKSU9PT0uMcWLCgoUL169fyvc3JyVFBQoBtuuEHPPfecDMPQzTffbFZTAc+xO1S2MkxOpE3V25WMkDnY8BiEy4hFWloatRYAAIslMmZ+suotwTIAAH9o0qSJioqK/K8LCwvVpEkTHXrooRoxYoSNLQPcL5FQOdFA2KpA2YwQuOYykhUyB+u9zNAYSAZqLQAA1ktWvU0zbUkAALhc165dtXr1aklSaWmp9uzZozZt2tjcKsD9zAyVow1bq3oCOzlUDrXcqj/J2m2QFPQBisNNGAMbCIVaCwCA9ZJVb+mxDADwrClTpmjevHnKzMzUUUcdpV69eik3N1e5ubkqLi5WXl6e0tK4BgskIt5QOd4wNRljJyfz4XvV12XmAwurCzU0hkTvZSSOWgsAgPXsqrc+w/D20WJJSYmys7NVXFyc0NglAID4rV+/Xh1at9ayBJczVNIRI0bon//8pxnNgkmotd4WT7AcKhwOF6om62F8yQyVk61muFyFcDl1NGrUSFN37NBhCSzjbUmf9+qladOmmdQqmIFaCwDOcNZZZ6nXJ5/oLwksY5Wkm5o316ZNm8xqlmXosQwAAABLxBoqxxoOJytM9opg4y5LPNgPAAAAwREsA0AMwoUkrTjpBgC/WEJltwTKqdxbubpQQ2MQLgMAAKA6gmUAiCDacCTYfITNABCaWwJlLyJcBgAAQCQ8JQEAQsj3+eJ+6JSZywAAt4m032s13p0hsRvbnIhrtW94jCrDqWkAAAD4A8EyAARhdhhMwAzAK6IJld3M7e2PR7BwmYAZAAAABMsAUIOVATABMwAvS5VQNlW2IxY1w2WJ3ssAAABeR7AMANUkK/QlYAaQisI+4DTFwli3DueRCMJlAAAAVMfD+wDgDzUDkVgCg/yBia2Th/wBgDtV1Yp464Db8FA/AAAAVCFYBgAFhsrx9ECr/pl4woV8n49wGUDK8kLP3prbmMpBM+EyAAAAJIbCAIAAZoQf8d4ezdAYANws1D7MC6FydfkDUztUrsKwGAAAACBYBoC8P4ajMDn8iDdcJmAGkCq8EipXhcleCJSrI1wGAADwNoJlAJB14Qe9lwF4lVdCZa8jXAYAAPAugmUA3paXnJNfwmUAqSyRh5/C/QiXAQAAvIlgGQCSJJ7ey4TLANzGa6Gy14a/CIVwGQAAwHsIlgF4V5J6K9dEuAwgVXktVLZK1YVIt32fhMsAAADekmF3AwDAi6rCgmh7uuX7fGplGNY1CAAS4LYA1Omq14ZY64XdrpX0st2NAAAAQFIQLAOAjVqNJ1wGADeLZT8ej6pluylgrhkuD/f5NIz6BSBFRHs3Ya2LrgPYDwJIPQTLAGAzwmUArmbTsEJe47aAmXAZgNslMhxd0Dt5gtTL/IHi2B6AqxEsA/AmhwUhsQQFhMsA4CxW91quzk0BM+EyADcx47km8QwNFWy9HOsDcAse3gcADhLtwSgP9APgBfMGdLG7CY5VM2B2qpoP9ONhfgCcJN/n8/8lIt4Hrob6jFntAgCrESwDgMMQLgNApR55C+1uQtTsCHgJlwEgPmaFtvEGyjWXEQ4hMwAnI1gGAAciXAYA97ErXM4faE64kUyEywCSzcyA1ux9bizH/hz/A3ASgmUACMIJt18TLgMAouX03ss1ey0DQLIM9/k03OcLGPM9HlVhslX72ViWS8AMwCkIlgF4TxQP7ovm9ut5A7r4/6xCuAzA6ap6zKKSncGu03svMyQGgGSrvp9J5AJXsvapse6/CZgB2I1gGQBMYGXITLgMwA0Il/exO9R1cu9lwmUAyVDVS7lKvKGyXRfq4g2YOR8AkGwEywAQh3ABMuEyAK8iXN7H7lDXyb2XCZcBWCVYoBxPqOyUfWc8beB8AEAyESwDgEs44eAWAGpqZRgBr+MNl50wtr3ZnLDfdmrvZcZcBmC2mhep3BwoVxdPm+i9DCBZCJYBwGTRjM8cr2gOKjmIBGA3ei7v44SQonrvZaei1zKAeNXspSzFHio7YV8dCQEzACciWAbgaWY/dMrKUDkWHEACsBvhciAnBBZOGxqDITEAJCrYfiOWUNlJ+8RoxTs8BucHAKyQYXcDAMAuiYQePfIWBty2ncxAudX46Nqe7/PVukUdAGCuaPbHVSFAtPtvK1UPl+1ui1QZAL1sdyMAuE6oC1HRhspuC5Nrqmp/rPtxzg8AmI0eywAQp6ow2Y5eym4/GAaAVBDtCX3V3TFOGY7CSW2RAoMgei0DiCRUL+VoQmU39lAOh+ExANiNYBkAFH+vLTuHvmC8ZQBOEar3Uyz7VqcMJWQ1J/QSruKkcLk6wmUAocQ79EWqBco1xTs8BgAkimAZgCc56cQ+EYTLAIBEOKUeMt4ygEgSCZVrqn4niVP2g4mi9zIAOzDGMgB4QZ5PGsB4agCSz6m9YlGb3eMuM94ygFDiCZWr1x4nhcdVz2mx6k6deMZfZuxlAPGixzIAuByBDQAn8OIJaartf82+CBDPshhvGUBN8YbK0fZITva+vEfewqQM/0TvZQDJQLAMAH+ItSdDVW8DJ4h04Jg/UJW9lgHABk7qKYbwzAyXzfjdCZcB7xru88UcKsfTWzeVxTs8BgBEi2AZAFJENOEyB4oAYK5U67Us2T98STRjpgJIbaEuKkXaP8QaKKfiPjwYwmUAViFYBuA5ZvVgSMYtbADgJl4cDkNKzWDCSeEyvZYBb4k3VI5VKu67w4m19zJDYwCIBsEyAKSQaA4WOUAEYAduS45fPLcym4HfDECyJStU9jJ6LwMwE8EyAKQYwmUAdqLXsvmqHj5lR7hs58P86LUMeEsyQ2Wv9VauiXAZgFkIlgGgGnpnAYB1Un0fa3VQURUuJzMQsfthfoTLgDckc/gLr4fKVeIZGgMAaiJYBoAURK9lAHbyaq9lKTnhcjLWU3OdThlvGYB3MKZycjDuMoBEuCZYnjx5sgYNGqT+/ftr3rx5QedZsGCBMjMztXXr1iS3DgAA96PWIhlSvdeylJxwOdm9l80MlxNZDr2W4XbU2tqC/XdNqJxcDI0BIF4ZdjcgGoWFhRo9erS++eYblZaWqnPnzlq2bJnS0vbl4nv27NFrr72m5s2b29hSAHCOVuMjBzj5Pp+nexZiH2otzNbKMEKeeNrdAzYZotkHJ6p6uJyMwL5qfYmuK57lXCvp5cRWC9iOWlsbobJzxLpf5jwCgOSSHssLFixQ27Zt5fP5lJWVpbp162rdunUB8zz44IO67777Ii6rrKxMJSUlAX8A4GX0OIBErYU1vH7CmYwwo/rQGMlanxnrSWS8ZXotw62otYGsDpUZTzl29FwGECtXBMsFBQWqV6+e/3VOTo4KCgr8r6dPn67jjjsuqqu6I0eOVHZ2tv+vcePGlrQZAJyAg2lEi1qLZPPCkBhS8sLeZI69bFa4zJAY8Bpq7T7JCJURH8JlALFwRbDcpEkTFRUV+V8XFhaqSZMm/tezZs3Sjz/+qNGjR2vXrl0aP368li1bFnRZgwcPVnFxsf9v+/btlrcfgLt4JeyojgPC+Pz222/6v//7P40f7/6zF2otrBKu17JX9rfJHAc5WeszI1yOZxk8yM97qLWpV2sJlZ0v1t7enEsA7hdvvXVFsNy1a1etXr1aklRaWqo9e/aodevW2rJliyTp0Ucf1b333qt7771XDRo00MCBA3XccccFXVZmZqaysrIC/gAgGm4NQDi4tk5RUZHOOOMMu5thCmotrES4nJrhcjLXUx1DYngLtTa1aq2VoTJDX5iPcBnwjnjrrSuC5fr16ys3N1e5ubm6++67lZeXp/z8fPXu3TtgvjFjxmjXrl16/PHHtW3bNnsaCyAlVZ2ouzUAieag0IsHgytXrtSpp56q0aNH+6dF87T2Ko0bN1ZOTo7VzUwKai2slmrhctXwE9WHoYjEjnDZynWaEWLH2/OZnsvuQa3dh1pbm5mhMqwRa7jsxXMKwAnsqrcZMX/CJn369FGfPn0Cpn311VcBr++55x7dc889yWwWAA9wY+DhZeXl5bUeYJORkaHMzMxa8y5fvlzdu3f3vw71tPbFixdr1KhR/vmOOeYYDR8+3LqNsAm1FnYya9xeq4WqCdGGrFXvW11baobLVq3PzCExYm3jtaoMMbz+kEg7VFRUUGvj5OVaa9VdBm6oHW4X6z6afTNgjmhrrWRfvXVNsAwATuGW8KOmaA4I7TwITMuSWo1NbBn1J0tz586tVRiHDRumBx54oNb8ffv21apVq/yvQz2tvVOnTnrnnXcSaxwAtTKMsD2Z3Lp/rS6WgDkZFy6rvtNkhMtciHWHFsOkVgfG//kmX0qrF61WdnZ2wHRqLcKxaggMt9eMlJbnkwYQLsObDrpBavXn+D+/e7O0e/zuqGutZF+9dcVQGACA5HH77Ws9e/YMeJhNcXGxBg8eHNVnIz2tvabff/9d06dP15dffukfHxFAeJEuXjk9nIw2xIhmiIxUG3fZjiExJPfXLTc68sgjqbWIGqFyaoj1+84fqMpwGUBc6tevH3etlZJXb+mxDABxSIVedakqPT097gfYRHpae0377befxo5NsJs14EFe6LlcJVKomyo9l81aPj2f3SEtLY1ai7glGiqnSn1wo7j20fRcBuKWyINZk1Vv6bEMAEGk6kktB+LhBXtae5s2bWxuFZCaoum57NR9cTz70nDbkyo9l5PVMzrouum17BrUWm+p2VuZUNn9YnqYX1Xdo+cykHTJqrcEywCAWrxygj5lyhTNmzdPs2fP1nvvvRf0ae1paZRKwCrRjOmeSuGyFDpgJly2N5iGdai13mX2w/riGYrBqTXELmZ9J4TLgPPYVW99huHtR3WWlJQoOztbxcXFCXUxB+Ae0YamVQdMdvcws0I0B5TJfIjf+vXrdfwxrbUzwTtdB06WDj5zhP75z3+a0zCYglqLSKLZL5u9z625H0wkKI5XsHUmKwSJVOPMWHY8y0/ks1Jya5cbNWrUSF/ftkNtEnh434tfSu8V9dK0adNMaxcS57Raa/a4yrGMb2/GclJJuO8k0e8j2v10wHoYFgMp7qyzztJNLT9RnwQe3rdss3T+K821adMm8xpmES4NA/AcTjqj45VeywDsF2/PZTN7o1UtK5EgNN511lxeMoIPK3sHV9+muB72BCDlWBkqx7L/Zh8TKNE6GlfgT89lIKUQLANAnMIdhDn91jsv9tYA4GyJDIth9j432fvwUAFzMtZr1bqSfau1f71cFAVsZ+a4yuH2A04/3naKaPaliXyXhMuAtxEsA4CF3H6wywk6gGRKdMzlWE6MzTzRNiuYTbVwuUoivZa5EAq4i9njKgdDoBw7s4YSMXX5hMtASiBYBgCLOfXAl5N1AE7UyjD0sqSXw8wTab9q9n43mhDDzHA52cGqVeGyXQExF0UB5zC7t7JTj6vdINqhluIN7q0OrwE4E8EyACQg1JifqYQTdADJNuyPnsuRwuVEb5E2e/xfM8NTr4fL9FoG3MfqITBS7RjbLlYGwDEvm17LgOsRLAMAAMBxog2XI0l272Urw2WrA9aqbXPSsBixfK76PFwUBZLLzCEwav73bubQF1yoquSE3sWEy0BqIFgGgCRwag+LqA8qOUEHYIPq4XK4gDmScKFEvCFDMsNlO3ovWxWQW43QCHCGeHsrBwuVYQ2rwuW47k4hXAZci2AZAELgQBYA7Des2gP9EgmXJWvCZbOXGW5dVi071PqsWk+8YUa0nyNcBpLLzCEwqjP7WJx9Q22x7I9j+T0IlwHvIFgGAI+j1zIApzM7XA52cpxI4JCq4bKZ64k3JI5Xq/EipABcJmA4Gzp4JE2849+bvdz8gZxvAG5EsAwAScIBMgDEz8xwWbImXDZ7maHWY9WyQ63L7p7LiX4GgHXM6q1sdajMviO8WMbxtypc9i+fcBlwFYJlAJ7UqlpAAQ62AbhDzXDZit7Lie4PkxUuWx36Vl+XWeuJ57tJ5Puk9xtgLULl1EO4DCBWBMsAkCA39kSO9+naZj7xGwDiMazGhUErei9bFS5b1XvZTeGyWaJpi5PaCyA4QmXnIVwGEAuCZQDwkHgDZQBwEreEy8kcGsOK4DrYeqxYTrzt5hkBgH3M6K2clLHWEZdoawrhMgCCZQBIIqeFuvGM1UmvZQBOYFW4XHO/6JahMaxads31OGm85arPER4B7mf2MTL7BXOYHS4DSD0EywDgIcEODmM5GIx37DwAsMIwwzB93GXJveMuW7XsmutxWric6GcBxCbR3so1LwgRKjubmeEyvZaB1EOwDADwo9cyADdy69AYbg2XE11+uADCqnYTTADmMOuBfVXMDJW5g8E60Xy3hMuANxEsA0AYXrm1yyvbCSB1JWtoDDOWWZ0bw2WrH+ZnZjhEyAQ4ixPveED0CJcB1ESwDAAmcFMwm+iBN8NhAHAqK8JliXA53DqsDHPM7n1IKAEkxqm9lc3aT1RdTKz+h9oIlwFUR7AMwLNa1QggvC7WkIDhMAA4EeFy7eU7cVgMAhvAe6wYVznRYXkihcgEzcFFuvBnZbgMwFkIlgEgyTgoBQBrBQuXzR4aw6xw2coA2OpwOZnhNQB7mfHAPqdIJCTmOD6QHeEyvZYBZyFYBgAPCnUAF21gwnAYAJyuZrgsmd972ayhGgiXk4dAArCfnb2VzVg34XIgwmXA2wiWAQABYjlYZjgMAE42zDBcOTSG28Ll6pwYLjuxTYCbmNlb2e2hMoIzI1yOFeEy4AwEywAAAEhpVobLZg+NUcVN4bLV40UDcA4n3LUWc+9WxkdOinB38UTz/fMwP8CdCJYBwEGS+XCQSD0Loh0Og17LANzAqnGXJcLlmsu2YvlmIogAopfocZ7ZvZXjCZWRXIns/51cOwAER7AMAA7BgS8AWGuYYdTqbUe4bB0CAiC1uO2BfRxb2yfYb894y0BqIlgGABtEc2Bl98Gw3esHACu0+iNcrh6QEC6bv1wrlg8gucy8Ky3ZvZU5jrVfMnsuEy4D9iFYBuBprWrcGp0IMwMFp2A4DACpqGrfXz1gNnvcZbPCZatqS7J7LtdcR7JrZc31EUIAsbG7t3K0y0vGkHKpdKxvterfVazfG+Ey4A4EywDgYBwYA4A1ql9YNDtclswLl6uWJbkjXA5Xt6oCZmoP4Hxu7DRg9zNKEFwi+33CZcD5CJYBACGZGYwAgNMQLie35zIAd3JDb2VCZQCwB8EyADicGQfKVt4WyHAYANyslWEEDI0hVYbLZg6N4bVw2S1jm9KzDQjO7GM6t+wT4Ez0WgacjWAZADwkngcrcTIAwAtqhsuS+eGymaGt08NlJ0rV7QKsRG/l6NsB6xAuA85FsAwADhDvAXE0PZFrvh/PujiYBuAFVofLkovCZRMfbutUZg57AsAehMreQbgMOBPBMgDYxMwD4ViXZfX8AOBWhMv7/n8i4bJb6gbDOAGBqv83EWtvZbPZfVcdDxt1Hn4PwHkIlgHABYIdOJvRE7lKogdpjLMMIJVYHS6bNe6yVeFydancc9nu0AxINWbui5wQKsOZYvlt6LUMWI9gGYDnpdJJcywH2W7pTQYAdggWLpvJyeFy/kBJeftOxlOpTgIIzUm9lcMhVAbhMuAcBMsAYCLCWgBIHdXDZStCFseHy9WkctDC3TZA4pLZW9lKqbyvSzX8VoAzECwDQIqxq9cyw2EASEVW99Z1dLhcfX8+wHD9STwXf4HomH0hLZZ9h51DYLh9H+dF0f5m9FoGrEOwDABRsvtgM94D6WgP0O3ePgBwqmSEy2Yux7Jw2eRlO4GTb/cHkimRjgHJ3C9YsS4e0uduNX+/UL8l4TJgDYJlAAAAIIKqcNmsh/hZxdKLhQMM65YNIKVFs9+wY9+SqvuzqgfFVv9LddUDZsJlIHkIlgEgBdl98MhwGABSUfVw2ckBs9nhcrAT8VTr4Ufdgpcl8tC+WIe5CDZ/rPsTM/Y9qbYPqy7UeYCXQmYpdX9fwGky7G4AAHhZ1diarcbbe5Bn1hif18rZYQsAJGqYYfhDmJcVGMLUfG0ns+tLvs8XdEiQqtrhpYf9AUiMWcEwaot2f++VofCC1cBQ9QxAfAiWASBKbru6H09YbHfADQBuUDNclvYFyk4Kl6uYGi6HqCtuCCdCfQ9cFAUqOW3flUzJOv61el8Z6/7eCwEz4TJgLYbCAACZ/2AmNx6cESgDQPSG1agbL4f4/3aqvl93Y10CYD23PLTPKqk4NEQ8v0uqfQc1pfLQJ4DdCJYBwEVS/aAPANykZrhcXaqGy6lchxhnGV7mtd7KqRgoVxdvuJzK30lNPMgPMAfBMgDAVFUnJpygA/ACt4XLTlweAPdxc+9Pr+zD4v2NUvn7qfmdEC4DiXNNsDx58mQNGjRI/fv317x58wLeW7hwoa677jqNHTtWV155pb766iubWgkAzjoYi7UtTmo7ko9aC8THTeGyWWFQqtULr/XWhH2cVGurOgHw7z857AjjCZdrc/NFEcCJXPHwvsLCQo0ePVrffPONSktL1blzZy1btkxpaZW5+M8//6xBgwapffv2+vrrrzVo0CDNnTs36LLKysq0d+9e/+uSkpKkbAOA1ODWh9vF0m63biMSQ60FElP9gX41OeWBflUPdfXyft7L2w77UWu9ye4gs2r98XQ4sbvtycCD/IDEuKLH8oIFC9S2bVv5fD5lZWWpbt26Wrdunf/9v/zlL2rfvr0kqaKiQvXq1Qu5rJEjRyo7O9v/17hxY8vbDwBITZMmTdK4ceN066236ocffrC7OQmh1gKJq9lzuXqYnIo9l1MxoGUYJ+eh1gZnVq2N5qJX1QWp6n9ulez9lq3f1QBj31+cbUnF/bzEkBhAMPHWW1cEywUFBQFFNScnRwUFBUHnfeaZZ/Svf/0r5LIGDx6s4uJi/9/27dtNby8AOIkdw2G4ZZzllStX6tRTT9Xo0aP908LdolrTqaeeqttvv12nn366Fi5caHVzLUWtBcxRPVyu2VPZjHDZzEA4lcPlqodQObV9XkKt3cdJtTbaYzQ3h8h2clwA/0fAHE+7UnU/6qjfBzCBXfXWFUNhNGnSREVFRf7XhYWFatKkSa35xo4dqwsvvFB//vOfQy4rMzNTmZmZlrQTQOqz4sAq1tvMvHJbWrzKy8tr3Q6akZERdN+/fPlyde/e3f861C2qixcv1qhRo/zzHXPMMRo+fLiaNm0qSfr+++916623WrRFyUGtBcxTfViMqnDZrB7LVTXArHrkhaEhoq2bZv5Oqa6iooJaGwen1dpIvZU53oyPY763PJ+/t7JfVe9l+VJ+3x8rhsSAE0VbayX76q0rguWuXbvq3nvvlSSVlpZqz549at26tbZs2eLf8HHjxumwww7TRRddpGnTpql37942thiAG7UyDG6DslH5fumaN6BTQsv4aVW+Vsydq+HDhwdMHzZsmB544IFa8/ft21erVq3yvw51i2qnTp30zjvvBF3nyy+/rL59+2rXrl1hb1l1OmotYK5Q4bIZ4y2bES5XD1vNXBacb+HVx2lzmzpxf/5/2b9o9cOrlZ2dHTCdWhuZk2qtE8Z9TzWO3A/m/XFuEyRgbqXK96LZ/6fqfr5m/SNchllWntNG8/rEPxzgumXF2j3+x6hrrWRfvXXFUBj169dXbm6ucnNzdffddysvL0/5+fn+Ijtt2jT961//0lNPPaVTTz1V999/v70NBgDYpmfPngG3hhYXF2vw4MFRfTaWW1Ql6cUXX9Srr76qMWPG6M0330y47Xai1gLmCzUshhm9Ys3oaVZ9GYkGBk7v+RbLtjp9GCcnOPLII6m1cXBTrU3FEFGyZrscN+xFMHm+fSFzDY5vu8W8vv1wrvr168dda6Xk1VtX9FiWpD59+qhPnz4B07766itJUu/evek1BSBpvHDbsBmqeucN9/lqPdDKSunp6crKyorrs9Heolrl+uuv1/XXXx/XupyIWguYz8qey2Yws+cyvCMtLY1aGycn1Fqv36FXtc9LdH/nykAyinDZ63WAXstwknhrrZS8euuaYBkAECiWAMDsMTlTVbBbVNu0aWNzqwC4Xc1wuUqqhcupcKs04yxbj1rrfG7/7zhaNbcz3L7Pzu8k2n2yWW30yu9fHUNiIBUlq94SLAOABQhy3WHKlCmaN2+eMjMzddRRR6lXr17+W1SLi4uVl5entDRXjBoFwEWqh5dmhMtm15tUrV+pEHy7EbUWbuHE/UMs+2IzhzfyolStffAOu+otwTIAwLMuueQSXXLJJQHTgt2iCgCJCjUkhhnMfpifFP/yCG9RE7XWXfjv1xkSDTgJmRNHr2W4jV31lkvDABAjrmQDAOIR7GF+Zg2FYfbD/KTUDiN4gB+8yuvjK3tR/sB9fwgvleseYBWCZQBwIbcdGHKCDgCVaobLTmNGuOzkGhVN25ww7jVgB0K11EfAHFnAgww5hwEiIlgGAIew+mDejoNITs4BoLZhDr+1Nli47JTAKdqed05pLwA4EQFz9AiXgfAIlgGgmmjH0TL7hJUDOwDwlqpw2Ypey1aFqk4KmKX4ayc1FwAqETAH56RaBzgdwTIAAABgA6vCZTMeoBcuaIgUMKfCCTl33ADwEsLlfYKF7fRaBkIjWAYAAABSjNXhsrQvYK75l0yJhCGR2kqQAC9JhQtCqcSO34Pey5X4bwGIDcEyAAAAYJNhhmFZ79hkhMsA3IOLJe5iV8DJfj84/vsBgiNYBoA4cMAVvarAZDgHYwAQVLTj+yO4eGoydRyAG9g1tj37yOAIl4HaCJYBwCIckAEAomVVuEyvZQBwPzuGG/Lyvp/hMIDoESwDgIU4KAEARMsr4XLVOJ5WhxbUYACpKJkhs5fD5VDotQwEIlgGAAAAUpwZ4bJZ7Qj32qzlRssJ3wkAxCsZIbNXw2XqAxAdgmUAcCmvHuQBQCqzerzlRE6Urao7sfReNvNEP5p10jMNgFtUD5kJRa1FbQD2IVgGAAAAHMTKITHsXgZhB+BMdnZYmDegi+YN6GJfA1KUmSGzVzu0hPvuCJeBSgTLAOBibjtBH84BGABExSvjLZu5XK8GH4Db9chbqB55CwmXLVSzN3OsdcBt5xzxoo4AsSNYBoAarL4N2UtetrsBAICgnBoScFIPeFePvIV2N8FTgoXNNWuDF4fVqFmH6LUMhJdhdwMAAAAA1NbKMCw5aa3qtdxqfPxBbiI9nxNZr5PXBThdpH2KUx7y6UXx7Kes+q34N8B/C0As6LEMALAUvZYBIH5Wj7fs1If5hWP2A/wIDwDYJZaHl4b6bPU/JCZUPaDXMhAawTIABGFHGJrKB4PX2t0AAHAxq4dosiNctirMtaKWEhrAS1L5eNQMTh8HmrDZPHx3QHQIlgEAAAAPqn7STK9dAIjMjeNAEzRbjwuQ8DKCZQCA5RgOAwASY/WQGFL84bIlvYQJPwBLRLMv4b+/1EbIHD0uwAKRESwDgIU4YAMAmMXqITGk5IbLnKQDzsUxbHLYvR8kZI4s2u+GXsvwKoJlAAiBXraJCza28nAOugAgblaEyzVPmp3Scznc8uwOYwA3i3Y/QtiYHK3GO2OfRsgcWaTfiXAZXkSwDAAWc8KBIgAA4QQLl+OpX7EGElbUyFiDckIUIDT++0gepwTMkrdD5mC/gRe/ByBaBMsAAACAiyRjSAz/uuIIOjgBB5wvlv0I/00nV9V+l5DZmei1DAQiWAYAB3HKASQAwNmSMSRGwPpiDDpiCSDCLTNZQQb1F16UzItUiA8hsz3otQxEj2AZAAAASGFmBxLRBh1Wn4QnM2ihBxpSVSvDiCpgJlSzn1NDZi+i1zKwD8EyAAAA4EKtDEMvK/LDZvMHWtPTWDIvXHZKUAJ4Fb2X3cVJIbOXAmavbCcQiwy7GwAAiB8HNwDgbcMMQ8Oj7BnVarw1dSPScmMJts1ixzoBt6seLpvd49KqfQ9qfw92nR9UrTdVfpdItS1i7fP5uGADTyBYBoAgYjlRBwDAbi9LujbM+1VBazThcjyhrBnhslXBdzTL5kItEKgqEIs1YE7mf0uR1mV3wJnodxFv+6t/zo59W6oFzDVx4RIIRLAMAGFEOlEHAMBuVRdDzQyX42FVz+Vwn7MyjAYQYoiMvMCw2an/DUbqbep0ZrTfzt7MqRAw02sZiIxgGQAAAHC5aMPlKnaFy1Z/HkASDAgMyloN2Pf/3fLQMqtDZ6v3Y6GWH82dIZGWYbZU7OGbitsExItgGQAAAPCI6ifDVf8bLFxI5KQ5XDjMyTiQ2mLtnenEIDre0DbUvHYODxKuzclsYyr0Xg6FXsvwOoJlAAAAIAXE2mu5SrJvlY4ULtNrGfAONwXRwfZL0QSlThiOIlRbgk23sn1uDJhD1SQulAKVCJYBAEnHlXsAsEaocDnennbxIhwGYIVojx+rB9Avh5jHjOeoxDOkhtOD5mSEzKkWytJrGV5GsAwAAACkODtO4hMZEiOWYJoQG0BN1UO8YUHer7oAF4xZD+6OtoezU4LmcG2zok1uCpepM0BocQXLv//+u9577z19+OGHWrFihXbu3Kn69eurRYsWOu2009S7d28deuihZrcVAFzJ6wch1yp0TxGER70FEI9QvZbddBIvJd5Wt20v7EGt9aZhIXqPVg+czQqYq4smbLYraA4XMlvVi9mNQ2NUF0udodcyUlXMwfLbb7+tt99+W927d9fAgQPVokULHXDAASouLlZBQYEWLVqkkSNHKicnR8OGDVO9evWsaDcAACmNegvADHaHy056kB89zlATtRY1hQqcrRzbOVLYbMeDAJMdMqfChUBqDLwqpmD56aef1p/+9CdNnjy51nv169dX/fr11bp1a/Xp00dbt27VI488ojvuuEMNGjQwrcEAAKQ66i2ARFX1Wg6m5gl8PCf0sXwmZU6283zSAHqbpQpqLWIRrKepHWGzHb2ZowmZzWiH08NlMx7iR69lpKKYguXevXvrkEMOCTtPeXm50tPTdcghh2jYsGH65ZdfEmogAABeQ70FYIZQQ2JIwcNlKbaT+khjc0a7DB4WCDtQa5Eop4TN4d63qg1WBcxOD5cjoRbBi9JimTlS4ZWkwYMH+/+/z+fTQQcdFHurAADwMOotgGQI1fMqnpPiSJ9xc1CA1ESthRVaGUbAn9Wq9tnVA99k7G9rrrdK1foTaYOTg1kzvlsrLz4AdogpWK5p3LhxOvDAA5Wenq709HSlpaVp7NixZrUNAFIGJ9RIBPUWQLyqxgsN9RDVUL3DrAiXASej1sIKdgXNUvLOP0JdkEwkYHZzPeG8D16TULBcVFSktWvXqry8XOXl5aqoqNCgQYPMahsAABD1FoA5woXLoabHenIfbv5QJ9tuCRDc0k7Eh1qLZEh2yOxfbxJ7MdcUb8Ds1H2uGRdj6bWMVJJQsNy6detaDy+4/vrrE2oQAAAIRL0FkIhhUQQY4U76kxEum4FeYkgEtRbJlszezMkMaSMFzPGO5Q/AmRIKljt06KAnnnhCs2fP1rx58zRv3jwNHTrUrLYBAABRbwEkLpohMcIJNo5mLPMDTkethd2S2ZtZsv5iXLi7XmIJmN1YT7jQCS/JSOTD//rXv/T999+rYcOG/mmrVq1KtE0AgCiZ9QRmOBv1FoAThBqPOdb5W423r27ZuW44G7UWTlI9XLZq2IRk7QvDjfkc7blMrPXHambUknyfL2kXEQArJRQsn3766Zo0aVLAtOeeey6hBgEAotPKMKQ8xufyAuotADMMMwwN9/n0sqRr41xG9ZP7aE6skx0GEBwjXtRaOFWt8DHP58r9nBkBs5PUrDc16x31CF6R0FAYWVlZtaa1adMmkUUCAGIxgKvcXkC9BWC2UENiJIuTep4BErUWLjLgjyEzXLofjTQOf7wP+7NDom3lIX5IBQn1WF6zZo169eqljh07Kj09XZI0ffp0ffXVV6Y0rrrJkydr4cKFKi4u1uWXX64ePXoEvD9u3Dht375dW7Zs0R133KGjjz7a9DYAAFDdV199pRUrVmjJkiW66KKLdNppp1mynmTVW2otkPqqei0nwqxey/TmQjSotdRahDDAUKsBlf/XbQFluN7LVdwSLkvuaisQSrz1NqFgeerUqerVq5fS0tJk/HF7hmHBGDGFhYUaPXq0vvnmG5WWlqpz585atmyZ0tIqO1yvW7dO06dP10cffaQff/xR1157rebMmWN6OwAAqWXlypXq37+/zj33XN17772SIp/wVde1a1dlZGTo888/V/v27S1rZzLqLbUW8B6zhsRwGqe2y6uotftQa2GVZIzJbIVoAmazzBvQJar5euQtNG2dUV18ZaxlmMSueptQsPzII4/o7LPPDpjWrVu3RBYZ1IIFC9S2bVv5fD5lZWWpbt26WrdunY444ghJ0qxZs9SpUydJ0mGHHabvv/9ev//+u/bbb79ayyorK9PevXv9r0tKSkxvL4DUksiJN5KvvLy81r49IyNDmZmZteZdvny5unfv7n8d6oRv8eLFGjVqlH++Y445RsOHD5ckderUSbfddpuee+453X///ZZsUzLqLbUW8A4zei1L+8Jlei17T0VFBbU2DtRaJIMbQ+ZkXKzskbcw6nAZcIpoa61kX71NKFiuWXgl6YwzzkhkkUEVFBSoXr16/tc5OTkqKCjwF+Ca79erV0/bt29X06ZNay1r5MiR/i8MAOAcJcrS3Rqb0DLy9bh2zJ1baz8/bNgwPfDAA7Xm79u3b8AT30Od8HXq1EnvvPNOrc/Pnj1bp512mg4++GBt3bo1obaHk4x6S60FvMkJF0/pYZxco3Wv6qh53J//RTO03+ppys7ODphOrY2MWotkqwqZ3RAwJ6P3MuEykuU1XaX/6vS4P1+sddq9+/aoa61kX72N+uF9P/74o0pLS6NesKSADUpEkyZNVFRU5H9dWFioJk2ahHy/qKhIjRs3DrqswYMHq7i42P+3fft2U9oIIHXZfcKN2PTs2TNgP19cXKzBgwdH9dlQJ3yh/O9//9MTTzyhJ554QjfeeGPCbZfsq7fUWsBbhpl0220sQYBbeiYTdEd25JFHUmvjQK2FXVoZhv/P6ayuFT3yFpo63EUkUdVHFwT/SL769evHXWul5NXbqHssN2/eXGPGjNGFF16oY489Nuy85eXleumll3TwwQfrqKOOiroxoXTt2tU/Pkhpaan27Nmj1q1ba8uWLWratKlOP/10TZkyRZK0YcMGtWvXLujtQpKUmZkZsts4AMD90tPTgz7ZPRqRTvhquvnmm+NaTzh21VtqLeA9VUNiJLPXspPHZkb00tLSqLVxoNbCCawcKsOs4Y2S1XtZ2jf2cjLDZiBa8dZaKXn1NupgOSMjQ/fee6+efvppPfTQQ+rcubM6d+6sJk2aaP/999eOHTu0adMmzZs3T5s2bdIdd9yhE088Ma5G1VS/fn3l5uYqNzdXxcXFysvLU35+vv72t7/pq6++Ups2bXTeeedpxIgR2rx5s5566ilT1gsA8JZgJ3xt2rRJahvsqrfUWgDximWsZSdwSztTFbWWWgvnMHuoDLP3rckae9lqPMQPdkhWvY1pjOW0tDT1799fN9xwgz7++GNNmTJFmzZtUlFRkZo0aaJ27drpiiuu0AknnGB6Q/v06aM+ffoETPvqq6/8///22283fZ0A4Hh53DaViClTpmjevHnKzMzUUUcdpV69etU64at6Unsy2VVvqbWA99BrGVaj1gai1sKJnDwWczJ6LwOpwK56G9fD++rUqaMLL7xQF154odntAQBEyYkHfm5zySWX6JJLLgmYFuyEzy7UWwBu4bZey0geai3gHlYOk5EoLkoC4dlVb5N/aRgAAACAY1Q9yO9lm9vhBIQWAFDJiQ/7c/OFSx7ih1RFsAwAAABAUmLhciwn/G4OBwDAS5wWMOcPpIYAThJzsJyXl2dFOwAAQDXUWwDJNMzE0IBev3ALai0QPScGzKmIXstwm5iD5bvvvlv/93//FzBt5cqV+vnnn81qEwAAnke9BWAXei3DK6i1QOyqAmYzQ+Z4L0i6rY5w4RWpKK5geevWrerbt6/KysokSa1atdKHH36oa665Rk899ZTpjQQAt3PbQQ/sR70FkGz0WobXUGuBxJgVMFedK8VTOzjPAuwVc7C8//77a9KkSTrooIN07rnnqqioSNnZ2brmmmv08MMPa+jQoVa0EwAAT6HeArBTsnotA3ai1gLmsDtgTrW6w3AYcJOYg+WdO3fK5/PpySef1GmnnaYePXr4bxVq2rSpLrjgAtMbCQCA11BvAdgh2b2W7QoD6FENiVoLmM3OgNkt4TL1B6km5mD5008/9f//IUOGaMCAAerevbvWrVsnSWrevLl5rQMAwKOotwDsRq9lpDpqLWANuwJmag+QfDEHy3Xr1tU//vEP7dixQ5J04403auzYsTrjjDO0aNEiZWRkmN5IAAC8hnoLwC5uGGt53oAu1iwYnkKtBaxlZsDcaryz74SJRbDtqDmN4TDgFjFXynnz5unnn3/WRx99pL59+0qS/vrXv6px48a6+OKL1aZNG9MbCQBu1mq8Ow5wrJJIjzcvo94CcLuqIMCs+arrkbcwvkYB1VBrgeSoCpcTCUtr9l4Od34VT11JtprniF4+X4S7xdxjWZIOOuggf+Gtcsopp+i///2v1q5da0rDAADwOuotALtU9Vo24+IgvZbhZNRaIHnM6MFcPWAO14uZoBZIjriC5VCOOeYYrVixwsxFAgBSkBm3xHkZ9RaAW3BiD7ei1gLWSTRgzh8YWF9qhszRDptRxa4LlZHayHAYcANTg2VJql+/vtmLBAAANVBvAVjN6b2We+Qt9IcB8YQCTr9NGvaj1gLWMiNgrrXMOPbtDK8ExM/0YBkAAAAAYpFIz2azepoRNAOAPRIJmGv2XnYbag/cjmAZAMK41u4GAABgIzN6Lbv5hL86Tv4BwFpeDpgBtyJYBoAghjOeFQAAprJqOIxEEBYDgPMkGjCnEsZZhtMRLAMAAAAIKdV7Lcf6kCcAQHLEGzDTexlIHoJlAHAxToQBAG5C3QIAxCqRgNkNqI1wM4JlAAAAAGG5odeyWQ/xC2lAfLdlAwDMEU/ATO9lwFoEywAAAACSJlTPLDNO/M0Kl+k9BgDOlcq9l4NhnGU4GcEyADiImw94AADekEivZSsk+gA/AID7eKn3stPqLlAdwTIAAACAiIbF0UOspqoTenoEAwDMEG/ADMAcBMsAYDEOXAAAqK1muGxW2Gz5WMsAAMeJNWB2a+9lwGkIlgEghGvtbkAKCHbblhk93gAA9jDjIX7VVYXJZvdgJlwGAG8iYAaSi2AZACzErb4AAASqeQJvVa0kXAYA76oKmKOtMU4Pl4fzAD84FMEyAMBy9P4GgNRhdq9lK80b0CXugJmLwwCQAgZEHzDTexmIHcEyAAAAgJTQI29h0OmJBMwAgBQwoDJcdmPATCcdOBnBMgAEYUfxTuWeUW7o1QYAiF6ivZatOGGvCpVDhcuxclKoAAAwwQDDHzBHw0kBM+EynIpgGQBgKQ6CAABWMytMBgB4QAzDY0jWB8xOCa+BeBAsAwAsQ6gMAKmrqteyExE0AwAi+iNgjpaTejADTkGwDAA15PPEXcs4OYQAAMTHScNhVGdmuBxL8AAAcJdWRnwBMyEzQLAMAK7GwQwAAKHRcxkAEK1YA2Yp8ZCZ8zm4HcEyAAAAgLgk+hC/ZCBcBgDEIp6AWYo9ZCZURirIsLsBAID4tBrPwQgAAJI0b0CXiAEyATMAIBZV4XI8QyVyngavoMcyAFiIAwoAQKqj1zIAIJXF24MZ8AKCZQCwSKvxdrcAAABnS+YF2HkDumjegC7JWyEAIKXYGTATbMOpCJYBAJZycg82AIA5hrnohDeacJk7jgAAodCDGdiHYBkA4kBv5Ni5KXQAAMQnmouJVtTQaIa6iHc4DMIDAEAwBMwAwTIAAAAAE8RyAbHVeC7SAgBSQ1XAbFXITHgNJyNYBgAAAGCaWIZASma4zPjKAACrmR0wEyrD6QiWAaCafJ/PlvXSawsA4BVOH7/Y6e0DADifGb2YCZXhBgTLABAHTjoBAKitajgMpz+4ld7LAIBkqR4yRxMWM3Yz3IRgGQAcwuqw2o5e0VXBAg/uAwA4EQEzACDZagbNsQbPgJMQLAOACzF0BgDAqaK5mOiWO384wQcAAAiNYBkAYkSoCwBAZE4eDqNH3sKg090SeAMAADgBwTIAWIDwGQDgZU4eAilUqAwAAIDYECwDgEWc1uvJae0BAKS+cL2WqUsAAADuRrAMAC4Vywm5nQ/uS3W7d+/WEUccYXczAABRCNdbmaDbuai1AABYL556S7AMADHixDM2Tr4d2gxvvvmmWrdubXczAMBx3P4QPx7c5xzUWgAArBdPvSVYBgCklPLycpWUlAT8lZWVBZ135cqVOvXUUzV69Gj/tMmTJ2vQoEHq37+/5s2bF3ZdJSUl2rt3r3JyckzdBgBIJU6+g4XxluNTUVFBrQUAwGLR1lrJvnqbEdPcNhoyZIiysrK0fv16jRgxQs2aNQt4/8UXX9TixYvVrFkzLVmyROPHj1eTJk1sai0AN8r3+exugqeV/5auhSN6JLaQrydrbvZcDR8+PGDysGHD9MADD9Saffny5erevbv/dWFhoUaPHq1vvvlGpaWl6ty5s5YtW6bFixdr1KhR/vmOOeYYDR8+XJMmTVLfvn01a9asxNrtENRaAGYbZhgaHqG+5g+0fsimeQO61AqRq09zcs9psy17sovUqE38C1i8Tvutnqbs7OyAydTa6FBrASD1rXvnaK37PoFz260NlbN7d9S1VrKv3roiWJ41a5a2bdum5557TnPnztV9992nl18O7PtQUFCgf//730pPT9fYsWP15JNP1goWJKmsrEx79+71vy4pKbG8/QBSR6vx5p98xnoynYz53XyC3bNnT82YMSNgWkZG8HLXt29frVq1yv96wYIFatu2rXw+n7KyslS3bl2tW7dOnTp10jvvvFPr8zt37tR//vMf/fjjj3rvvffUq1cvczcmiai1AKz0sqRr7W4ETHPkkUdq8eLFAdOotZFRawEA0apfv762bdsWMC1UrZXsq7euGArj008/1QknnCBJ6tKliz755JNa89x9991KT0+XVHlrVr169YIua+TIkcrOzvb/NW7c2LqGA4BHVZ0i2TG+cnp6urKysgL+MjMzo/psQUFBQP3IyclRQUFByPnvvPNOHXvssTIMQ3Xr1k247Xai1gKwyjDDcGSozDAY8UtLS6PWxoFaCwCIRby1VkpevXVFsFz9y8jKytLOnTtDzltcXKzZs2fr5ptvDvr+4MGDVVxc7P/bvn27FU0GkKLc3JM3Wl7YxlCaNGmioqIi/+vCwsKIt5926tRJixYt0plnnml18yxFrQVgJ6fVHh7cZx1qLbUWAGC9ZNVbxwyFUV5erlNOOaXW9A4dOgR8GSUlJWrYsGHQZZSVlem2227Tk08+GXKw6czMzJgSfgBIBU47YXeqrl276t5775UklZaWas+ePWrTJoFxKB2GWgvALq0Mw7HPMqBGJhe1lloLALBesuqtY4Ll9PR0LViwIOh7s2bN0ptvvilJ+vrrr/3JeWlpqYqLi9WoUSPt3btXt912m+666y4dccQRmjZtmnr37p2s5gOAn9UPIIqF18ZXjtWUKVM0b948ZWZm6qijjlKvXr2Um5ur3NxcFRcXKy8vT2lprri5JyrUWgBOloyH+CH5qLX7UGsBAFaxq946JlgO5/TTT9esWbM0evRo/fDDD/6nF06ePFlLlizRY489pkGDBunjjz/2D1TdrFkzCjAA2MDO8ZVjdckll+iSSy4JmNanTx/16dPHphbZh1oLwGp29VqeN6BL0teJfai1+1BrAQBWsaveuiJYlqQHH3yw1rRrrrlG11xzjSTp8ccf1+OPP57kVgFAcFb1+rWyJxe9xECtBQDGV4a1qLUAgFSSOvccAUACnDruYyIIigEATlezVsV7YTbeXsleGv4JAADAbATLABAlK4Nap5zYOqUdAIDUVLM3MOMqAwAAuBfBMgDYyCkn02a1w03jKwMAnMOqehhrT2aGwQAAAIgewTIApCCnBNYAANQUrNeylPzaxV06AAAAiSFYBgCXsOqEmxAaAOAU1CQAAAD3IFgGgCi5tWdTtO126/YBANwnVK/leFQNdxHvA/wAAAAQH4JlADCRE3paxdIGM9vL+MoAgESYfYGzetDcI29hxHUxvjIAAEBsCJYBAAAAJB1BLgAAgLsRLAPwvHyfz+4mmCbe3soMgwEAcAIr6lHN3srBEHIDAADEjmAZAFwgWGBcc5qdw3AwDAYAIB6JBrrxjKvMxVQAAABzECwDgE3MCoJbjQ+/rGhC6WjWAQBAMkQb/AYLlWs+yC+a3soAAACID8EyADhAvMFtPJ+L5zP07gIAWCVYr+VIdSdST+UeeQuDhso8tA8AAMA8GXY3AAAQnpm9hYMtK9LJe6vx0QXLDIMBALATvZMBAACSix7LAOABkYbLCCdSqPxy+LcBAIgo1l7L1UPkUL2T410vAAAAokOwDAAIibGVAQDJEk+4HEugzLBOAAAA5iJYBgAHszrYNeskm2EwAABuQ29lAACAxBAsA/C0fJ/PtGVVhcCp0iMqmrGVGQYDAGCmeB7kF41Uqc0AAABOQrAMADYI1hO55jSGoQAAeJFV4XKkdQAAACA2GXY3AACwj1PC5FjawTAYAIBkyB8YX52ktzIAAIA16LEMAB4V6USbYTAAAHYJ1aM41pA42Pz0VgYAADAHwTIAIIBTek0DALzNrHAZAAAA1iBYBgDUEu1JO8NgAADskD8wvjtv6K0MAABgHoJlAPCgUCfj0fZWZhgMAEAyRAqCQwXMhMoAAADW4+F9AJBkDDUBAED0WhmG8n2+sPNE6r1MqAwAAGA+eiwD8KxIJ6mxSIWwuGobGAYDAOA0iQTDhMoAAADWIFgGgDBSITCuKdGHHjEMBgDADq0MI+aQmFAZAADAOgTLAAB6KwMAXCPasJhQGQAAwFqMsQwAHpeKvbIBAKmtZmhcNbwVYTIAAEDyECwDQBLZHeIyDAYAIBURKAMAACQfQ2EAgIdVD7oZBgMAAAAAAESLYBkAPKTVePt7TQMAAAAAAPdjKAwASJAbg9qabaa3MgAAAAAAiAU9lgF4UtVDfgAAAAAAABA7gmUASBI39mwGAAAAAAAIhmAZAELwShAc7TAYrRgGAwAAAAAA/IFgGQAAAAAAAAAQE4JlAEgCp/Z+prcyAAAAAACIB8EyACTAqYExAAAAAACAlQiWAcBkqRY201sZAAAAAADURLAMABZzatAc7TAYAAAAAAAANREsA4CFnBoqR4veygAAAAAAIJgMuxsAAG4VLjR2eqBMb2UAAAAAAJAIeiwD8Jx8n8/uJrgCvZUBAAAAAEAoBMsA4DH0VgYAAAAAAIkiWAYA1EJvZQAAAAAAEA7BMgAEEWmMZKePoRwKvZXNNWfOHF199dW6+eabtXr1arubAwBAyqHWAgBgvXjrLcEyACCAl3orr1y5UqeeeqpGjx7tnzZ58mQNGjRI/fv317x58yIuo0OHDjruuOPUtGlTK5sKAIArUWsBALCeXfU2I67WAoCH0VvZ2crLy1VSUhIwLSMjQ5mZmbXmXb58ubp37+5/XVhYqNGjR+ubb75RaWmpOnfurGXLlmnx4sUaNWqUf75jjjlGw4cPV5cuXXTKKado3bp1+ve//62hQ4dat2EAADhERUUFtRYAAItFW2sl++otwTIAwM/W3sqlFdKw/AQXsltzs1do+PDhAVOHDRumBx54oNbcffv21apVq/yvFyxYoLZt28rn8ykrK0t169bVunXr1KlTJ73zzju1Pr9u3Tq1b99eDRs2VEFBQYJtBwAgCcZtkpSewAIKtLrtamVnZwdMpdYCAPCHt3+W3s5PYAGbtTtnd9S1VrKv3hIsA0AErcbv6+1Lb2Xn69mzp2bMmBEwLSMjunJXUFCgevXq+V/n5OSooKBARxxxRND5165dqxkzZqiwsFA33XRT/I0GAMBFjjzySC1evDhgGrUWAADz1K9fX9u2bQuYFm2tlZJXb10TLA8ZMkRZWVlav369RowYoWbNmgWd75FHHtHzzz+v77//PsktBJDK3BooxyJVxlZOT09XVlZWXJ9t0qSJioqK/K8LCwvVpEmTkPNfdNFFca3Hqai1AIBopKWlUWvjRK0FAEQr3lorJa/euuLhfbNmzdK2bds0ePBgXX311brvvvuCzrd8+XJt2LAhya0DkGpSLUT2Um/lRHXt2tX/BNzS0lLt2bNHbdq0sblVyUGtBQAkA7WWWgsAsF6y6q0reix/+umnOuGEEyRJXbp00d/+9rda8/z+++/Ky8vT3XffrY8++ijkssrKyrR3717/65oDYQOAF6VKb+VYTZkyRfPmzVNmZqaOOuoo9erVS7m5ucrNzVVxcbHy8vKUluaKa7AJo9YCAKxArd2HWgsAsIpd9dYVwXJBQYGOPvpoSZXdwHfu3Flrnoceekh33XWX0tPDP4hi5MiRtR7qBACpKpreyl4NlSXpkksu0SWXXBIwrU+fPurTp49NLbIPtRYAYAVq7T7UWgCAVeyqt44JlsvLy3XKKafUmt6hQ4eAcUFKSkrUsGHDgHlKS0u1bt06TZkyRTt27NCvv/6q0aNH6+abb6417+DBg5Wbm+t/XVJSosaNG5u+PQAAOA21FgAAa1FrAQBe4phgOT09XQsWLAj63qxZs/Tmm29Kkr7++mudeeaZkioLb3FxsRo1aqRXX31VkpSfn6/33ntP9957b9BlZWZmKjMz04ItAABnobcyaqLWAgBgLWotAMBLXDGY1emnn66DDjpIo0eP1muvvaZRo0ZJkiZPnqwHH3zQP9+WLVs0fvx4bd++XY888ohdzQUAwHWotQAAWItaCwBINT7D8HZ3tZKSEmVnZ6u4uFhZWVl2NwdAEuT7fGHfbzU+SQ2xkNt6K69fv16tW3eQtCzBJQ3ViBFH6J///KcZzYJJqLUA4AyNGjXSjh1TJR2WwFLeVq9en2vatGkmtQpmoNYCgDOcddZZ+uSTXpL+ksBSVql585u0adMms5plGVf0WAaAZCFUBgAAAAAAiIxgGQAAAAAAAAAQE4JlAEgh9FYGAAAAAADJQLAMwHPMGu5i3oAu5izIJITKAAAAAAAgWQiWAcAjUmH8aAAAAAAA4AwEywDwh1iD1x55C61pSBwi9VZuNV7SAHorAwAAAAAAcxAsA4DLRTMEBqEyAAAAAAAwE8EyAAAAAAAAACAmBMsAPKnmsBduHX+YB/YBAAAAAAA7ECwDQJzmDeiieQO62LZ+QmUAAAAAAGAXgmUAnmVWL2U7AmZCZQAAAAAAYCeCZQCIQ7AgOVnhclQP6wMAAAAAALAQwTIAT2s13tzxla0Ol6MNlemtDAAAAAAArESwDAAms3PcZYlQGQAAAAAAWI9gGQBcgnGVAQAAAACAUxAsA0AceuQtDDk91HuJYFxlAAAAAADgJBl2NwAAnGjegC4RA2IrAuRgGFcZAAAAAAA4DT2WAXjPgMgBbLJC40gIlQEAAAAAgBMRLAOAQxEqAwAAAAAApyJYBgAHIlQGAAAAAABOxhjLAOAgsTykj1AZAAAAAADYhR7LAOAQhMoAAAAAAMAtCJYBeFMUD/BLJkJlAAAAAADgJgTLAGAzQmUAAAAAAOA2jLEMADaJJVCWCJUBAAAAAIBz0GMZgHfZOBwGoTIAAAAAAHAzeiwDQBLFGihLhMoAAAAAAMB56LEMAElCqAwAAAAAAFIFPZYBeNsAQ8rzWbqKeAJliVAZAAAAAAA4Fz2WAUDxh79WLLeVYRAqAwAAAAAARyNYBoA/HuJnZricP5ChLwAAAAAAQOoiWAYA7Qt0Ew2X4w2Uq7cBAAAAAADA6RhjGQBqqAqGW42Pbf54ESgDAAAAAAC3IVgGgD+0Mgzl+/Y9yM+qcZdrrhMAAAAAAMBtGAoDAKpJVtDLA/oAAAAAAICbESwDQA1WBr4EygAAAAAAIBUwFAYABOF/mF+1oTHMWB4AAAAAAEAqIFgGgDASCZgJkwEAAAAAQKoiWAaAKBASAwA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wne17ucZAwAwAQGFxCZSTmBcAAOA8PrhFWBAsp3DiD9dM13KoP0UKqCB2Med6DSNBc7bnmX1Nswerhf5dEjADANCTlUBZCneoDAAAnONEt3KS0xlH/Yxx3f/v1DIYZGHRQLBsgd0DAA4g3Gf2iqd+X3gvcwyF7vdijATMAAAYE+UuZQ76AADwlp2mx7DMLxAdBMseyhccMml3h9mAOfWxXv9OrF6Y0G0EzAAAZEeXMgAACJp8WQZzEDiNYNlFZsNMwmX32AmYU5/vFSvjdRsBMwAAXQiUu1DzAQBwRnIZjKB3K1tdBsNoxtE4Uxo6w9JLwCcEyy6w+sdMuOw+q4GtWxfZK4SAGQCA4LAaKEvBquUAACCa3MgqUtdXtoKcK9oIlhFLdgNbr4NmAmYAAPwT10CZA0EAANwXlm5lJzTODM9YYUyx3wNAOv7AvNU405mDpqEL07/cEsQDvEL7bOdgHAAAPzUWFdla9sKpOYHdTiEAAAA7rC6BgeijY9kkL4JfL5bECEKAHaSQ1OmO4GzbCdL+uiHfv1u6lwEAYWL3Q9FCZzaZnW/4cTBXaN5CTQcAwD4nupWTCtZuC3lH/YxxtuYhUc9BQLAcWIWWGTC7HauCGHC7OabUbTsdvufantH9CcKHAYUYWR6DA1EAQFA5cZaNU3M4AAAAI7zKCuhaRjYEywGX+gbh9KdPQTjgsbJPRvfT7v7Z7S4yys/A2OiptWYLSL5/t4TLAICg8TJQDsMHxdnmQEGYNwIAECVeditbRZiMQiwFyx9//LGeeuop/eEPf9Crr76q/fv3q0+fPhoyZIguueQSXXnllTrppJOcHmvsBb372A12wl2nl6PwKmiOmmwH2iyNARhDvQXc5XWHcljnDj3mQNRvRAi1FkCYGZ1bhHUOguAzHSw/8cQTeuKJJzRhwgTNnDlTQ4YMUb9+/dTa2qqmpia98sorWrBggXr37q2amhpVVla6MW4YEMYguRC74a6ZDnC3x+I3t7qVc8kVMHNwCmRHvQXc49SFZaPYyRu1/QHyodYC8EsYupUBI0wFyw8++KBOOeUULV68uMf3+vTpoz59+mjYsGGaOnWqdu/erXvvvVe33nqrjj32WMcG7KewBIdxelOxc9E9p9dAdHN9Zj+4dcpLj597XZE0g3AZSBX3egu4xelA2cwcIgxzgzjNIQFqLYCwC8PcAtFnKli+8sordcIJJ+R9TEdHh0pKSnTCCSeopqZG77//vq0Bwrg4HwwEKWDO3FZQ3+wn1q3t0bXs5fpJaT8XwmUgDfUWcBaBsnM40whRQa0F4Bevu5WjNhdBsBSbeXChwitJc+bM6f7/oqIiDRw40PyoYFqcQ+VUZg/2Ug1d6M4brp0xuS01SPZ9Uf46Zw76gSig3gLOaCwq8nwd5WzPAxA81FoAYRaGOUaueVNQ8xFYYypYznTffffpuOOOU0lJiUpKSlRcXKx77rnHqbEBltl5o3IzYA6iiXVr/Q+VAeRFvQWMS4bJfgbKqc8Ni6DOUwCvUGsBeGGeQ2dRSdRuBIOtYLmlpUVvvvmmOjo61NHRoc7OTs2aNcupsQG22H2TjVO4HBh0LQNZUW+BwpwKkyX7y2SFLVQ2imUwEGXUWgBesrMMhpl5RlTnJAgOW8HysGHDely84IYbbrA1IMBJToTLvBF7jHAZ6IF6C+QWpEA5dRsAwoVaC8BtXq+tDHjB1MX7Mo0ePVo//vGPdfbZZ6ukpESStHDhwqxX1gXCLPUgkTdwdzXOlIbO8HsUQLBQb4GenAqTJWsX5cu2jbAydOEfupURcdRaAGFAtzKCxlaw/N3vflevvfaa+vbt233f5s2b7Y4pkIL+B5k8IIL7rIbMQf83FATJn2djUREHsECKONVbIB8nw2TJmUA5uR0A4UatBeAmJ7uVgSCxFSxfeumlevTRR9Pue+ihh2wNCNYRLnuPA0kAXqDeIu6CGigntwUg/Ki1AILOzJJdzE/gFVvBcnl5eY/7hg8fbmeTsMmJtQEBAMFCvUVcOR0od2+XQLkby2AAXai1ANxCtzKizFaw/MYbb2jKlCk655xzutehWr58udasWePI4FItXrxYa9euVWtrq6655hpNnDgx7fv33Xef9u7dq127dunWW2/VmWee6fgYwoQ1gbtE5aAvjlgOA2GwZs0avfrqq1q/fr2uuuoqXXLJJa68jlf1llqLIHArTHaSF/OL+hnj0m5PrFvr/osCAUStpdYCYTbPhwsMk4PACqv11law/OSTT2rKlCkqLi5W4nAAlHAhCGpublZtba3WrVun9vZ2jR07Vhs2bFBxcbEkaevWrVq+fLn++Mc/aseOHbruuuv03HPPOT6OsMr2phKksDlbeOjEQSVvpuYkD2A5cEWcbNq0SdOnT9fll1+u2bNnSyp8wJdq/PjxKi0t1YsvvqizzjrLtXF6UW+ptfBbGAJlyf35RWagnHq/0zWabmV4gVp7BLUWiC+6leE2v+qtrWD53nvv1ac//em0+y666CI7m8xq9erVGjFihIqKilReXq5evXpp69atOu200yRJq1at0pgxYyRJJ598sl577TV9/PHHOuqoo3ps6+DBgzp06FD37ba2NsfHGwaBCF1n5J6oDU0kpLpwHGCGXeYBrBsHroCXOjo6ery3l5aWqqysrMdjN27cqAkTJnTfznXA19DQoLvuuqv7caNGjdK8efMkSWPGjNHNN9+shx56SP/2b//myj55UW+ptfBDWMJkyb9AGQiizs5Oaq0F1FogXuLcrRykZsYwM1prJf/qra1gObPwStKnPvUpO5vMqqmpSZWVld23e/furaampu4CnPn9yspK7d27V4MGDeqxrQULFnT/wNDFtz/4mfmXOrA6rqC8kYZFMkSmYxl+a1O5btM9trbRqB9p3/PP93ifr6mp0dy5c3s8ftq0aWlXfM91wDdmzBgtWbKkx/OfffZZXXLJJTr++OO1e/duW2PPx4t6S62FV8IUJkv+LHsBuKlWs3WMBlt+/vtaoaO2LFNFRUXa/dTawqi1QDzZ6VZ2ah6SzFfIS7zxsL6o3+tSy89v1VZ99NEthmut5F+9NRws79ixQ8cff7yOOeYYwxvfvHmzRo4cafjxuVRVVamlpaX7dnNzs6qqqtK+v23btu7bLS0tGjBgQNZtzZkzR9XV1d2329racj42aoL4iZEbB5ep+8mbpnEEyoiKSZMmacWKFWn3lZYaK3eFDvgyvf7669q4caN2796tr371q9YHncKvekuthdvCFihL3oXKftRglsGAHaeffroaGhrS7qPWFkatBeLDqW7lJDvdym5lQY0zyVzc1KdPH+3ZsyftPqO1VvKu3hoe0eDBg3X33Xfriiuu0Nlnn533sR0dHfrlL3+p448/3pFgefz48d3rg7S3t+vAgQMaNmyYdu3apUGDBunSSy/V0qVLJUlvvfWWzjjjjKynC0lSWVlZzrbxqAlikOw13uiA+CkpKcl6ZXcjCh3wZbrpppssvU4+ftVbai3cEMYwWTI2d3Cq84cPdhFGxcXF1FoLqLVA/AShW9kNyXmQ1cyFvMoYq7VW8q7eGg6WS0tLNXv2bD344IP693//d40dO1Zjx45VVVWVjj76aO3bt087d+5UfX29du7cqVtvvVWf/OQnLQ0qU58+fVRdXa3q6mq1traqrq5OjY2Nuvbaa7VmzRoNHz5c//AP/6D58+frnXfe0QMPPODI64YVf6CIArqk4IdsB3zDhw/3dAx+1VtqLRxTVxTauUihA6Ns+xXkD7HthN/UYbiFWkutBaIu2a3sVKgcxG5lBJ9X9dbUGsvFxcWaPn26vvKVr+jpp5/W0qVLtXPnTrW0tKiqqkpnnHGG/uVf/kXnn3++4wOdOnWqpk6dmnbfmjVruv//lltucfw1w4Y3DH/l+vkH9WATgLR06VLV19errKxMI0eO1JQpU3oc8CWv1O4lv+ottRZWhbUzOVW+eh22OVah8YZtfxBu1Np01FoATjMaKpNNRJtf9bYokYh3O0JbW5sqKio0R9L/LfDYIP8RcoCQmxu/Ny4s6J7u7qp4vzXFzvbt23XauZ/QmP3LbW2nceaPNPP4c3XnnXc6NDI4IVlrW1tbbZ3OhWCJQpgs2Q+Ug1bbs405c4yF9osaHF39+/fXSS/X6ZjhNi7e94sV+sRTr2nZsmXODQy2UWuBYAhyt7LTFwLMt107GVXY5yGXXXaZtt94oQZMtXHxvg1bte8f79TOnTsdHJk7THUsA3HmRHgf5NNlgyTshQQAosirIHnoQm8+MHfilNEw1nSaEQAAcIcTF+wzO7dgCQz4jWAZkebEAR9vyN4iVAaA4PAjTHa77nIABgAA3GSlW9lK129Q5zR+vz68ZXpxjbq6OjfGATjObqjcOJM3RAD+od7CD41FRWlfbhq68Eit9qpDOddBm5XXD2K3spFlMArhA17ECbUWgFPsdCtbusiuT/MQMhJkMt2xfNttt+mNN97Qj370o+77Nm3apKqqKg0cONDJsQGW2XmTdeuNMogHoJJUP2OcJGli3VqfRyJpBgezQBL1Fl7xcq3k1CDZqwMTN7p5glrTC+FgEEhHrQXgtFzdyrmW+nI6VM5V68M6d0Hwme5Yvu2227R7925NmzZNBw8elCQNHTpUf/jDH/TlL39ZDzzwgOODRGG8SRwRtFA5V4dUECRD5cz/9wWhMpCGegs3ZHYkexEqZ3Yme9mdnO2idXbGEOSa7sTPlW5lxA21FoATCl2wL1uobHVOEdR5COLLdMfy0UcfrUcffVQ333yzLr/8cj311FOqrKzUl7/8ZV122WU6++yzNX36dDfGigK8uthNUAUxUA6ybEGy193L3RczJFQGeqDewglediNLuYNcv14/dRxubTvIzF5VHogbai0AuwotgZE5f7A6nzDyPGo9/GA6WN6/f7+Kiop0//3363vf+54mTpyoP/zhDxo4cKAGDRqkf/qnf3JjnIHQHYIFmJdrFQaBE+soOyno/z6MSg2d3QiZ037uhMpAVnGut7DG7xC5exwez0GsnA7q5GsEAd3KgDXUWgBOydatbDdUdmr+EfR5DMLNdLD8zDPPdP//HXfcoUGDBmnChAlasWKFhg8frsGDBzs6QFgT5Q6VIIXJYX6Dnli31tPlL7KuJ8VBLJAT9Rb5BCVElvyZZ3g5njDX+qSozQUBp1BrAdiRbwkMpzqVjfKi1jOfQDamg+VevXrpX//1X1VbW6t+/frpq1/9qo477jh96lOf0pIlS1RaanqTMCH5h2zmTSnbaalhEqQlLqJwcGlW/YxxtrqWc148gFAZyIt6Cyn36ZW51vBzSqF6F7QwWYrnslb5mJorUpMRU9RaAG7wev6Qbw4U5rkMwsF0payvr9d7772nP/7xj5o2bZok6bOf/awGDBigz33ucxo+fLjjg4yzXG8QRg6ecr2BBHFtniCFx5m8eiMutB9ujMPNtZQJlAF7qLfxUWhtPsm9INlobfHrQ2m/Au4wHYSFrWEACBJqLQCrcnUrh2kOIaXPI5wYu915CXlB+Fj6CHbgwIHdhTfpwgsv1O9//3tdfvnljgwM9v8gcwZ7Bt4s3H5DyVyqI0gHRW4WAjv7GYY1vqUCv3eKBGAK9Tb8Ci1Zsejwf/3uQM7kZ132u1s6DLXWjIIfXFObEXPUWgBmFWoK8PLY3U63cpByGISXo+f2jBo1Sq+++qqTmwwcL94g3P7jttsZ68T4gvYG5sbv1I19DHK4zIEr4J041Nsgc3J9Y6cDZas1IshBsuTd+IJaY3Ox00QAID9qLYBCss3jCs1ZMr8f5LO3jbwWcw44vmhUnz59nN4kPBa00NdtTr0Rxu3nlkSgDPiDeusMry+C56SwHIhkCuLyG1E9KKJGA/ZQawFkynfBvqQgXOeKbmV4hasRBAx/3N4IwtpBZgXtoJeDVQCBV1cU+roaljNqcgn6EhxBq61OiOI+AQAQBEZC5UxuXViPC/YhKAiWAyTsB79hEMburqAVBUMXjiRUBuCluvB2HSd5+V4/dKHzNY366j2zp9pmolYDAOC85PzCzfmNW9fjAqwgWHZBtj9STkPwV1TXnPQaB6kAgiJzCYtc75m57qcz1piwd0xnE9bfhRFR3jcAAPxkplvZz1DZ6lwg3/P8nrsh2AiWPZL8Q2TC7y0rP+8whcmGuoc9WPaDQBmAF5xcD9nJC8aFsbZ7PeYgHJCE8feUC93KAAB4r1CobOasMDeyiiBdEBnxQbBsQeNMZzpgvThFIs6Cvq6jFMwLGJl5XQ5MAXjBrwvsRSmI9FqQ5jZx+T3GZT8BAPBaY1FRZDuVnWRkjEGaI8IZBMsOM/NHwh+U86IQJjs5JreWACFQBuAVv0Jlt9TPGKeJdWv9HoYrgjavCcIBlh+o4QAAOMeNuajTDWZ+NazFda6FdATLKRbJ3NU9ERxBDpT9Wl872+tm65g3Mw4ORgF4yehEPkyT2qiFyoTJ3rNyLQ8AAGCeHw0OZudWzAHgN4JlhJqZN1GvDn79XvQ+9fXzvZ7hTz8JkwH4IIqhclQELUyW+HeQRLcyAADB5uSFpZ3KQ/zOMLrHwTwllAiWHRTEA60oClqYHJg3YYfX7OZNHYBfCJWDKWjznDj+/ulWBgDAG151K1udX1H/ERQEyw6ysxA5i5jnF5Qw2a9lLfJJ/tshUAYQBYTKwROk+Qm/d+uo7wAAGONWqGxlOUoj2ykkKHO5oIwDziJYDpBCa+LGSVDeKIMYJLsxBg42AYQJ4aI3glDjJH7f+Rhd/goAAPjLqZrt9LzI6vbMhuQ0U0YXwXLAxeGAwcobWZyDZKcQJgMIGj8ukILgIUh2HjUfAABj3J6Peh0q23m9KOUfcA/BskWNM70/8IlCyGz1Z0aQ7BwOLgGEGaFjT/Uzxmli3VpHt+l1/eP3ap7ReSF1HwAAY9xeAiNIncqAUwiWQ8qptXncYudNz+19IUwGgHBiQp2d06Gy2/g9WpM6P+FnCABAOPgZKhtZngKwi2A5IOx2QDvxhuDlAUvQOqEIkwHAXyyDESxOroPHQYu76FYGAMA+5qLGMbdDKoLlAPFjeY1UTr+232EtYTIARAcTWO8ZPTuK3423+HkDAOCsOC6B4WVeYmQfyDLCi2A5YJJ/vEE9aAh6GGvk5xb0fTCLN2AAgBf8mJtwCmd+dCsDAGBPVEPlvHMEH5oKo5bD4AiCZYc5deoof3TmxC1Q5mARALxRP2OcpPCtYxxGVuq032d7eS1O+woAQNgFsVMZcBrBcoZFkq7zexAwLE6BMmEygLjyc2JNoOyeqNRnr5i5cDNzBgAACnOzWzmo8xy782oCb2QiWEYoxSVQ5sAQABAlUajNAAAg/IIcKvu1rjJgBcGyDblOvwzyp1NhZvRNMCw/+0VZ7rtOhMkAgOhwuybH9QCJbmUAAKxze11lv7fh5XaD+rrwDsEyAs+rNyK3PxDIFiQn1XAQCACIiLB8wBtFhMoAAOTnVqjcvf2AzIPcuPCfa6E385dQI1h2CV3L9ll90yr0s0/dburjnP59ESQDAOLCjzlPXDtgmF8CABA8QV4Cw01G9pm5S7QRLCNQnHojzbWdxpnuvanlC5IlwmQAQPQQKAcH3T4AAOQXx3WVAbcRLLuIrmVj3H4D9Wt5C4kwGQAQXYTKAAAgLAiV7bEyxjDsF+wjWD5sTmur7q6oMP28XBfwSyJc7okgGQCA8PJrXsPBSZ41D5l/AACQ07zDofJ1Po/Djsw5APMiBAXBMlzl1ZsdYTIAhNvQRCJnJ0mhD3ERbfzu8yNUBgAgNzdDZbe7lfNt28v5sVuvs0jhDvvRhWA5C6f/ccela9mPAz83fq6FgmSJMBkAEE9ez2cIldPFZU4JAEDQuRkqR6nWF9oXPiAPP4JlBxj5pChKBwJWP1Gzu20nXycTXckAAAQHgbIxHIwBAJCbW93KboXKQcmMnJiHMZeLD4JlD4UpXM73JufmPhQK6Z16bbqSAQAwz+25DAch+YVlHgkAgN/cXALDjXpMjUdYESx7LEjhcurBW+aYgnild7tjoisZAMKLdZaji9+rMT0u2sO8BQCArOZlXLcjaGv5Zs59rGQdQZg/2clojDT7IRwIllPUJBI93oCMMnPAm3yc3wGz369vlFtvVgTJAACY59SH5EE4IAorQmUAALJLzXSuU/ACTCdC5aBjjhcvBMsOMttNFYc3FKOcXF+IMBkAwmloIqHGPB/w0rUcHFbCZX531sV5jggAgFG5QmUnupXdWFfZ6vbCMqcqtH/kM9FAsBwgdt4cwnrA4VSgnCtM5o0KABBmZmqi1wcZuZbUcnscPZaECMnBlVPoVgYAoKe4hMpBF7d5GQiWHedlN1WY34icelPNFigTJgPw0kcffaQxY8bojTfe8HsosRCHrmWrNdHPwNWx15pxuIbXpXeu5/uZRP3fRFpozxwHMUWtBZBPtjWVneR09mJne1GY8wRteRIcYaXeEixnsLPOclLyTcLKH3yYw2Ijkp/0ObGfyTcjgmQAfnrsscc0bNgwv4eBCHDroCXwByAzctfxqM+LCon7/gNJ1FoAVgTlgn25zvKysx3ADVbqbbFLYwk9Jz5BMfOG4VTYGnRO7ePQREI1h78AIFVHR4fa2trSvg4ePJj1sZs2bdLFF1+s2tra7vsWL16sWbNmafr06aqvr8/7Wm1tbTp06JB69+7t6D7EmZGOzDjUSycFeo6RLVQ+3K1sdMxxOciiWxlB0tnZSa0FEAi5GgOjFiqHgZl9Jcsxxmitlfyrt6HpWL7jjjtUXl6u7du3a/78+TrxxBPTvv+LX/xCDQ0NOvHEE7V+/XotXLhQVVVVjo7Byro6UX/j8AoHU0D0dfytRGvnT7S3kZcX6/mK5zVv3ry0u2tqajR37tweD9+4caMmTJjQfbu5uVm1tbVat26d2tvbNXbsWG3YsEENDQ266667uh83atQozZs3T48++qimTZumVatW2Rt3QASh1kpdH+4G5WAgSgK3ZESOUJm5UxeWwIBbNtw/Tuo/3PoGGrbqqC3LVFFRkXY3tdaYoNRaIArcDJWdXlfZ6TWaEWxbl5ypra/ZOLbd3Ve9P/rIcK2V/Ku3oQiWV61apT179uihhx7S888/r9tvv12LFqX3FDc1NemHP/yhSkpKdM899+j+++/vESxI0sGDB3Xo0KHu221tbabGkvxj5qDHfRxEAbBi0qRJWrFiRdp9paXZy920adO0efPm7turV6/WiBEjVFRUpPLycvXq1Utbt27VmDFjtGTJkh7P379/v373u99px44deuqppzRlyhRnd8ZDQaq1UuFwOXAhaUgEZnmMzFDZZJdyku/74RLmmQi6008/XQ0NDWn3UWsLC1qtBcIsTBfri2qonPpzCuoYw6xPnz7as2dP2n25aq3kX70NxVIYzzzzjM4//3xJ0rhx47Ry5coej7nttttUUlIiqevUrMrKyqzbWrBggSoqKrq/BgwY0OMxuVryvbzieRwNTSTSvgDAipKSEpWXl6d9lZWVGXpuU1NTWv3o3bu3mpqacj7+//2//6ezzz5biURCvXr1sj12P3lda/MxempccomHQC/1EFC+/7zqitK+rPwO4zIXY06EICouLqbWWhCkWguEmZuhshSsUDnohi40Nyfjwn3mWK21knf1NhTBcuoPo7y8XPv378/52NbWVj377LO66aabsn5/zpw5am1t7f7au3dv1scZeUOKywGNVYtyfCURJAMImqqqKrW0tHTfbm5uLnj66ZgxY/TKK69o8uTJbg/PVX7U2kLMTjzDPnH3el4RlEDeyhiiPAdjCQxEHbU2WLUWCBu3Q2UnOTHPivKcB+7yqt4GZimMjo4OXXjhhT3uHz16dNoPo62tTX379s26jYMHD+rmm2/W/fffn3Ox6bKyMkMJ/9BEQo1Z1uvJPPU2zktjWPmkiQXaAQTZ+PHjNXv2bElSe3u7Dhw4oOHDbaxDGTBBq7VuYIkM8/z6mVmdO0X59xvH+STih1ob/loL+CUMobKTGVFY5zxcuC8YvKq3gQmWS0pKtHr16qzfW7VqlR577DFJ0ssvv9ydnLe3t6u1tVX9+/fXoUOHdPPNN+tb3/qWTjvtNC1btkxXXnmlK2PNdgDmxBo8QWb1dAXeMAAE2dKlS1VfX6+ysjKNHDlSU6ZMUXV1taqrq9Xa2qq6ujoVF4fi5B5DwlRraxIJzSsqit2F/PyaT3gdLhMq95T5M6FbGVFBrT0iaLUWCJNcoXKQxLnxEP7zq94WJRLhmLXecccdqqys1LZt2zR37lydeOKJ+tWvfqX169frBz/4gb75zW/qv//7vzVkyBBJ0oknnqjf/OY3Bbfb1tamiooKtba2qry8PO172TqWk3Id2ETlDcTOmzRhMgCztm/frmFnnivdvt/ehpbP1PzPHK8777zTkXHFjR+1Np/kAYSVYDnsAaQf8wmvfmaEytmxBAa80L9/f+378stSfxsdSw2/0JTEU1q2bJlj44qToNVaIAzyhcpBaUBwOlQO87wn188g+XuLemZ02WWXaWW/G6WzplrfyO4NGvzbf9TOnTudG5hLQhMsu6VQAY5LuEyQDMBPBMvRZjdYlswfNIR5Mp7KyzmFFz8zQuXs6FaGVwiWo4tgGVHlZqjs1JlihMrpCJbjFSwHZimMoMq11rKU+7TRoC+LYfeUkai/CQAAgiG5HIYVUVlrOXMfwrxeHxfpy45QGQCA7PI1GRAqhxN5UvQQLNuUfPMI8h+/E2sP8ccPAPBTWNdaNnqQYXQeEeT5hpPisp+EygAAZJcrVHZiPhjUUFmSNCMh1fVsrMj1GmGZMwVxTWw4g2DZgHxdy0mZAbOfXcsEyQAAmJOvZpuZsFut/T0CxpAcJJhhZG4Uxf3OJchntwEA4Cc719koJMihcrYPmMM2XwjbeGEfwbJBRsJlyfs/Iqc+9SFIBgAEUepyGGa7lo0uh1GodvuxrEZUlvLIlLpPUd3HbDIbELL9m6NbGQCArutcuXWWmtOhspOshsphmk+RO0UTwbIJRsNlNxEkAwDgPSOTdqc/XA7Dclt2RHW/MmX+uyBUBgAgO7fzFqdDZcfWVU6dBxxeBoPOX4QFwbJJXobLTq9BQ5gMAAgjNy/iZ2bS7ldHSJg6UXBEtn9bHCQCAJCd3018RrgRKmcT5vlCtq5w1leONoJlC9wKl538YyNEBgBEUZAv4ufm9RUIl8PFzL8DupUBAHHXmLLsmRTcuV6Sa+sq1xWFOlRO8vOaY/Besd8DCCsnDgIWZXzZUZNIpH0BAIAuTk5s/bz4HBP0cCBUBgDAODdDZSfnZa5crC91fBZD5SA2HmTbD3Kq6KJj2YbUgwGjHcxOdCXzBwkAiBs7F/Fzmp/dw1FfdznsCJUBADDO7VDZsTWQ3QqVZ6RkSjQQIKQIlh2SL2S2GiYTIAMA4Awvw2AvTv9jaYzg4YAQAADjYh8qpwjD+tJWsb5y9BEsuyCzA6XGp3EAABAlYepaJlyOF7O/a7qVAQBxlRqixj5UtrmmchjmgdeJeU/UscYyAACAC7yY7NMlGz4cXAEA4iosofLQhR51KjOPQwQQLAMAgNBIXSbK7Kl1Tk/ejWyPcDn6WFcZAIDCwhQqJ7k5x4rq/C2q+4XcCJYBAABcRLgcXfzcAQAojFDZ+W2HYRkMiQ/V44BgGQAAhJbdrmW7k3KjBwZhmfzHkdWDO9ZVBgCgMDdD5eSSFXELlYEg4eJ9AAAgVFIv4hcmbl/Qj4v5mZP6uzD7syNUBgCgsMaUiy4nORkqS/EMlXPNWbJtn7kh3EbHMgAACLUwrLWc5Pbkni4YY+z8nAiVAQAorLGoSItEqOzWtjMFYQ7Y48xA5kCxQLAMAABCp8bBiaoTYW+QwmXk52WoDABAHM07HConXSdCZTe268b2AbMIlgEAQOj53bVsdpuEy/7I9Tty6/dBpw4AIE7mFRX1WK7M6fWUJULlVITK8BvBMgAACKXMrmU74bIfQW/qARLcZzdUZgkMAAByy3b9Cze6lOMaKmdy6mfhFuZB8UGwDAAA4BArE3zCZXflO/AiVAYAwD6vQmUnt+fkNoO87SCHz4gGgmUAABBaQexa9jNcJqROl+934VaoDABAnGRb+iKIoXLmmWJBCX7NMv1ht0dzQ+ZL8UWwDAAAcJjf4bKd1ydUTudXqEy3MgAgLsK4nrJT28y1fTcCVqe7tt3GXCheCJYBAECoOdm17CSr200eTBkNP1mruSdCZQAA3OVmqJxEqMwcD8FX6vcAAAAA/NY488jEfehC5w4MUrdrBQcT5hT6vREqAwBgXxhDZbdDX7e7ibmOB4KKYBkAAIReTSKRdpCzSPYOcoIULsMYQmUAANzl1kX6nO4qdrtLOfM13AqV3V4Cw41rjTAnih+WwgAAAJEQ1CUx3N42nAuVreAACgAQB25dpC8zoCVUTn+NoC3Z5va2ED4EywAAAIe50bmRbdtwjpOhMr8jAAB6CuPSF05tM9drOBGCG3kNu9vIxrVx82F7LBEsAwCAyLDbtSwRLoeFkQM6t0NlDqAAAFHnRqiceeHhMIbKbgtap7KbQTrCjWAZAAAgA+FysBn5GRIqAwBgj1uhcionlr5wO1ROfQ2353FOXucjk5XtEiijEIJlAAAQKU50LWciXA4Gowc3hMoAANjjdKjsRgCcrd67ESq7te1sr+VG97ZkPVQ2/JrMjWKLYBkAAESe3SUxJMJlvxn9eREqAwBgT2qo7MRF+twIgAmVjWPOCTcRLAMAgMjJ7Fq2inA5GAiVAQDwRmaobJfTAXC2zme728z1Om5tO99r+bEtuz9P5kfxRrAMAAAiyaklMQiX/UWoDACAN5wMld0IgHPV+iiEykHqVjb6HNZfhiSV+j0AAAAAryyStQOlxpnpBxlunq6ILqY6ZRwO+3tsdwahMgAgurzoUpasz53y1Xkn52NuXwQw1+s59Tpejj+5bT54Bx3LAAAgspxaEkNyt3OZkDqdm6GyGx3QAACElRddylK4QmUvOnGD0qlsJYxm3opUBMsAACDSnFoSIxvCR+eZORDyJFSmWxkAEFFOh8q5WFqCqkCddzNUdpsbobIT+0CoDCsIlgEAAAzKNpl2Klxmou5uNzGhMgAARzQaDJWN1Fw3QuV8nFw6ImqhspdYBgMSwTIAAIgBJ7uW3QyX44xQGQAAbyRD5etUOFTOV0OtnD2Uj5HthXE94szX9GLtYyO8DtURTVy8DwAAxEJNIpF2yqfVC/lJPS/mJ3lzsBBVRn5mVg9cCZUBADgitVM5n3x11+kP1I1uj1A593btbNtSVzndyjiMYBkAAMSW0+GyRMBshtsX0iNUBgDgCLuhstPXNjCzPSfmVX4EyqmvG5ROZYmz7eAcgmUAABAbmV3LduUKlyUCZifYOeghVAYA4Ag7obJfHcpJhMrubZtuZdhFsAwAAGLFySUxpPzhslT4FMU4d4zkWrvR7s/E0gEWoTIAIKL8DpW9+KDYzGvHPVSO89wTziNYBgAAsed2uJzERL4np38mli5aQ6gMAIgoI6GyW/MTP+c9uV47CqGyU+hWhhOK/R4AAACA12qyTIoX2dxmkA8c4oJQGQAAc4L8obfVbtyoh8pOdCszb4VTCJYBALDoueee05e+9CXddNNN2rJli9/DgUnZwmW7mKSHDKEyEHjUWsC6Qt3KUQyVndyeFUEOlW2/Nt3KkWa13rIUBgAgtjZt2qTp06fr8ssv1+zZsyVJixcv1tq1a9Xa2qprrrlGEydOzLuN0aNHq6KiQoMGDfJiyHCZ3SUxJOPLYsBZpruVCZUBT1BrAX+EOVQ2K0iBspuv6VSoTCNENPlVbwmWAQCR0tHRoba2trT7SktLVVZW1uOxGzdu1IQJE7pvNzc3q7a2VuvWrVN7e7vGjh2rDRs2qKGhQXfddVf340aNGqV58+Zp3LhxuvDCC7V161b98Ic/1He+8x33dgyuyLyQn0S4HEamD5AIlQFbOjs7qbVAgOULlcMwPzFa1wvtS5RCZSe2n+uiyYaeS7eyL4zWWsm/ekuwDAAIhvZOqabR5kY+0vMVr2revHlp99bU1Gju3Lk9Hj1t2jRt3ry5+/bq1as1YsQIFRUVqby8XL169dLWrVs1ZswYLVmypMfzt27dqrPOOkt9+/ZVU1OTzbHDL4TL4Wb2AIkDI8TefTslldjYQJO2jNiiioqKtHuptUAwhD1UlvIHoEb3ISpLX6S+jh+dxk7MiWPpifekJxptbOAdfdT7I8O1VvKv3hIsAwAiZdKkSVqxYkXafaWlxspdU1OTKisru2/37t1bTU1NOu2007I+/s0339SKFSvU3NysG2+80fqg4Ts3w2UpPAdyYUOoDPjj9NNPV0NDQ9p91FrAf1EIlZMyA1sz4ydUdmYbyQtbM3/yR58+fbRnz560+4zWWsm7ehuaYPmOO+5QeXm5tm/frvnz5+vEE0/M+rh7771XP//5z/Xaa695PEIAQBCUlJSovLzc0nOrqqrU0tLSfbu5uVlVVVU5H3/VVVdZep2ginutzRYuO4XuZecRKgP+KS4uptZaFPdaC3+EeQ5iduyEyu5sA/6wWmsl7+ptsaVneWzVqlXas2eP5syZoy996Uu6/fbbsz5u48aNeuuttzweHQAgKsaPH999Bdz29nYdOHBAw4cP93lU3qDWZreo8EMMY0LvHEJlILyotdRauKPQxfrigFDZOck5cA1zqNDyqt6GomP5mWee0fnnny9JGjdunK699toej/n4449VV1en2267TX/84x9zbuvgwYM6dOhQ9+3MhbABAPGxdOlS1dfXq6ysTCNHjtSUKVNUXV2t6upqtba2qq6uTsXFofgM1jZqbRe3lsRIonPZPkJlIFyotUdQa+GWKC2BYZUXAaxXgXLytZx4HTtLYBAqh4tf9TYUwXJTU5POPPNMSV1t4Pv37+/xmH//93/Xt771LZWU5L8QxYIFC3pc1AkAEE9XX321rr766rT7pk6dqqlTp/o0Iv9Qa4/wIlyW4nOg5yQzB0YEykAwUGuPoNbCa3GZa0QtVHbydThjLj78qreBCZY7Ojp04YUX9rh/9OjRaeuCtLW1qW/fvmmPaW9v19atW7V06VLt27dPH3zwgWpra3XTTTf1eOycOXNUXV3dfbutrU0DBgxwfH8AAAgaaq1xbofLEt3LZhEqAwgDai28FvclMKIYKvuJbmWYFZhguaSkRKtXr876vVWrVumxxx6TJL388suaPHmypK7C29raqv79++vXv/61JKmxsVFPPfWUZs+enXVbZWVlKisrc2EPAAAINmqtOYTLwcDSFwDChFoLL8V9CQwv1jj24nXcYGcJDMCMUCxmdemll2rgwIGqra3Vww8/rLvuukuStHjxYn3ve9/rftyuXbu0cOFC7d27V/fee69fwwUAIHSotdll69ZwetLdODOcByxeIFQGECXUWniFUNm+MIfKkr1QmW5lmFGUSMT7X0xbW5sqKirU2tqq8vJyv4cDALG0fft2DRs2WtIGm1v6jubPP0133nmnE8OCQ6JQazM7lyVnO5eT4nAgaBShMuC8/v37a9++JyWdbGMrT2jKlBe1bNkyh0YFJ0Sh1sKcOHcrexEqex0o+/GaqQiWnXPZZZdp5copkj5jYyubNXjwjdq5c6dTw3JNKDqWAQAA/ORF57IU3q4YJ5nt4B6aSBAqAwBwGKGydUMXEioTKsMsgmUAAAADCJfdR5cyAACFxfWCfW6Hyn4tT+bUa1r5UIFQGXYRLAMAABhEuOweQmUAAOyJcrey23OjKMy9orAPCB+CZQAAABOshMtRPtCzy0p3EKEyACCu4tqtDOfRrQwnECwDAACYZDZcTganZgLmOHSdWAmUCZUBAIiXOMyJvEaoDKeU+j0AAACAMKpJJDQvo2tokaTr8jyncWZ6uBzXAyUr+02gDABAbpwdBaPcWMYN8UXHMgAAgEVWlsVIXfohefXxXAeDXgfP9TPGuf4adCkDAGBNHJfBiOuH8EY48WEC3cqwi45lAAAAG6x0Lks9u5eD0Gk0sW6ta9umSxkAAHcEYQ6B/IYudDYkt7o9upXhNIJlAAAAm3KFy1LhpTGkaB8QEigDAIA4czpUlpwJlelWhhNYCgMAAMABNYmEpaUxpPTlMaKEUBkAAGfkWgbDzIfTXix55TSzH77nW2LMa8mxBGGOR6gMt9CxDAAA4CCrS2NIPZfHCCsCZQAA4IXMeVMQQlzpyLiCMp5UhMpwEsEyAACAw+yGy1I4A2arB0+EygAAIBejc6IghLhBDJRZVxluYikMAAAAF2RbGsPMxD5sy2NY7VImVAYAwJowfgjtliDMmcIQKtOtDKfRsQwAAOCizO5lIxf1SxX0DmaWvQAAwHtBnRf4IQhBLqEy4opgGQAAwGXJiXxmwGw0XJaCFzATKAMA4A+rc4GJdWudHUgA+B3kBjFQzoZQGW5hKQwAAACPZC6PYWXNuyAskWH29VnyAgAAZwTlA+Yg8Hs+FORQmXWV4RU6lgEAADyWujyG2c7lJD86mK0EygAAwKa6rjkDofIRfoa5QQ6UJZbAgLfoWAYAAPBBaveyna4SrzqYzbwGHcoAADiLUPkIQuXcCJXhNTqWAQAAfJSc8DemrL9sReoBjpMHn2YDZQAAgKgJeqAsESrDHwTLAAAAAZAayjoVMtsNmI0cPBEmAwAAr/gR7BIqA7mxFAYAAEDAOLWUhJ1lMvI9Lzk+QmUAADwww716Wz9jnGvbdhqhcnZcqA9+omMZAAAgoDKDW6udzHY7mAmQAQCIpol1a/0eQiCFIVDOhW5leIlgGQAAICTsBs2GA+YZCQ2dYWrTAAAArvEq4A1boMwSGPAbwTIAAEBI0UkMAABgX9gCZYlQGcFAsAwAAAAAABBgTl2YF+nCGChLhMoIDoJlAAAAAACAEGicSbhsV+rPL2yBskSojGAhWAYAAAAAAAgJwmV7whgmJxEqI2iK/R4AAAAAAAAAcutxAd8Qh6OwhlAZQUSwDAAAAAAAEDKEy/FBqIygIlgGAAAAAAAIobiEy0MXxnf5D0JlBBlrLAMAAAAAAATc0ERCjUVFPe6P05rLufYzqgE7oTKCjmAZAAAAAAAAoRDVEDkToTLCgGAZAAAAAAAgxKLetRyXMDkpM1QGgopgGQAAAAAAIARyLYchRTNcJlCmUxnBxsX7AAAAAAAAIiBKQWyU9sUIQmWEEcEyAAAAAABASAwtEDZGIZCNwj6YQaiMsCJYBgAAAAAAiJAwB7NhHrsVhMoIM4JlAAAAAACAECnUtSx1BbTJL6P8DnX9fn2vESoj7AiWAQAAAAAAQsZIuJxkNlyOW8DrB0JlREGp3wMAAAAAAACAu5Jh8dCF5h5v5jl2DV0Y/VA7W6AsESojnOhYBgAAAAAACCEzXctJ+TqScwXIXnYxexVi+yFXlzKhMsKKYBkAAAAAACCkrITLkrWg2KuA2Y9w2e3XZOkLRBFLYQAAAAAAAITY0ERCjUVFpp/XONNaoOrFMhluL4uROm43A3OWvkCUESwDAGDRRx99pEceeUSJREKnn366Jk+e7PeQAACIFGotYJydcFk6ErSaDXTNrt1sRnKbToW+mWGy2+hSRlhYrbcEywCA2Nq0aZOmT5+uyy+/XLNnz5YkLV68WGvXrlVra6uuueYaTZw4Mefz//M//1MVFRU6ePCgzj33XK+GDQBAaFBrgfBIDYitdAu72cVsNmDOt1a0F+hShtf8qrcEywCACEmoo6NDbW1tafeWlpaqrKysx6M3btyoCRMmdN9ubm5WbW2t1q1bp/b2do0dO1YbNmxQQ0OD7rrrru7HjRo1SvPmzdPrr7+u66+/XieddJJqa2t1zz33uLdrAAA4wm6okVBnZye1Fggoq13LqZLLY9hZisKtLma7y3Z4gVAZ9nX9WzFaayX/6i3BMgDAd8cdd5ykg5IWSBpicSsdkn6vv/71YlVUVKR9p6amRnPnzu3xjGnTpmnz5s3dt1evXq0RI0aoqKhI5eXl6tWrl7Zu3aoxY8ZoyZIlPZ5fVVWl3r17q2/fvvrggw8sjhsAAG/s21ch6V5JY21s5Qn97ncfUmuBAHMqXJbsr3Oc+Vy3L5DndYicikAZkrRy5YeS/j9Je21s5UW9884Bw7VW8q/eEiwDAHxXWVkp6QJJqyR92eJWNkgq0SOPPKJf//rXad8pLTVW7pqamg6PpUvv3r3V1NSk0047Levjv/rVr+rnP/+5ysvL9fWvf93iuAEA8MYf/vCfuvzyz0s6R1L2jqf8dkt6Q++8s139+vVL+w61FgiWoYfDTKcCZqdk214YupALIVRG0ttv/5dOOmmYpIskDbCwhXZJf9Kzz67Q+PHj075jtNZK3tVbgmUAQCA0Nz+l3r1PkLRd0ikmn31I0nNatmyRjj76aMtjqKqqUktLS8qYmlVVVZXz8aeccooWLFhg+fUAAPDSpz/9aUn9Jb2srg90zVol6ZM68cQTLY+BWgt4a2gioXmHw+XrfB5LLkELic0gUEamIUOGSBoj6VlJ/2xhC6slDdbFF19saxxe1dtiS6MDAMBhXZ+mTpD0jMyv//gXSZX67Gc/a2sM48eP15YtWyRJ7e3tOnDggIYPH25rmwAABEVRUZFeeOFhSS+oqyPKjLclvaX9+39rawzUWsB7yZBzkXIHoTAn18+yJpEgVIb27HlK0hZ1neljRqukl7Ru3eO2x+BVvaVjGQAQGG1tT6q8/HhJb0g63eCzPpZUr6efflJFJk/1W7p0qerr61VWVqaRI0dqypQpqq6uVnV1tVpbW1VXV6fiYj6DBQBEx0UXXSRpsLo6oi428cxVki7Ssccea+r1qLVAMNSkdC4nA9GgdjAHHV3KKGTgwIGSPqmuruV/MfHMP0karvPOO8/0a/pVb4sSiXD8y7/jjjtUXl6u7du3a/78+VlPv/rJT36itrY2vfbaazr55JM1Z86cgttta2tTRUWFWltbVV5e7sbQAQAm/PznP9eNN94p6WsydmLNi5LeUGfnNtPBMtJRawEgHv7yl79ozJgLJN0iqaLQwyVtk7RULS171KtXL3cHF3HUWvhtXsZ8mXDZOAJlmLF//3716zdI0hdl7AL1H0laqE2b1mvkyJHuDs5BoehYXrVqlfbs2aOHHnpIzz//vG6//XYtWrSox2Oampp05513KpFI6NVXX826rYMHD+rQoUPdt9va2lwdOwDAnOuuu0433lgtaZOkswo8uuvCBi++uJJQ2SZqLQDER1cn1DB1fTh7WYFHJ9S1TNVEQmWbqLUIgmQISveycQTKsKJv376SLlRXDTXyF/aCpJGhCpWlkKyx/Mwzz+j888+XJI0bN04rV67s8ZjHHntM7e3tuu+++1RTU6MTTjgh67YWLFigioqK7q8BA6xcoREA4JaysjL95jcL1XXaUEeBR78kaYguuMDKBYiQiloLAPHy6qtL1HURv+YCj9wiqUXt7U+6P6iIo9YiSDJDUdZf7ol1lGFXS8tTkt5T15k/+eyTtF7btoWv1oYiWG5qajp8USepvLxc+/fv7/GYt99+W01NTbrllls0efJkffWrX826rTlz5qi1tbX7a+/evW4OHQBgwbRp0ySVSNqQ51EHJK1WQ8NibwYVcdRaAIiXM888U9JISfV5HtUpaZX+8z9/oKOPPtqbgUUYtRZBky0gXaR4h8z59p9AGWZ1nekzQV3XKcj3b+c5SefolFNO8WJYjgrMUhgdHR268MILe9w/evRoVVVVqaWlRVLXKT5d7eTpKisrNWbMGEldVz7805/+lPV1ysrKVFZW5tzAAQCOKy4u1rJlP9OVV14n6WxlL1cvShquc845x9OxhRm1FgCQauvW/9Lw4WdIukBSvyyPeFXSIX35y1/2dmAhRq1FGGUuj5EUp2Uy8gXphMmwo719mY45ZqC6zgAakeUR70varHfe2e7twBwSmGC5pKREq1evzvq9VatW6bHHHpMkvfzyy5o8ebI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oo+o8N5bThdq3b6833njDe/vnn3/WYYcdVueLW6jlgj123HHH6e233w67bsAtqLXUWmptNWrtYyHfn1hrbSgnnHCC31yOHo9H+/bt896ePXu2Dj300IjXBzgZ9ZZ6S72tRr19LOT7E2u9feutt5Sbm6t169YpLS1Nffr00ZAhQzRy5Migjx177LFBnwPrcPG+BLr33nt13333qbi4WD/88IM8Hk/Qoz7r1q1Tfn6+HnnkEV1wwQU6/PDD9eyzz0b1esuXL5ckHXvssXGP3VdGRoaGDh2qsWPHqqqqKuC8c59//rmOO+44SdUXE+jevbu6d+8ecr2LFi3SQQcd5DevTzA33HCDXnzxRdPGG8jcuXN1zjnneG9XVVXp7rvv1hlnnKFOnTpFtA5f69atq7Mz7tChgzZv3lxn2SlTpuiII47Q0UcfrW3btnkns58/f763UEnVxbdHjx568cUXtWbNGh1xxBGSqgvIt99+67fOoqKisEcZN2zYoFatWnmPskrS0qVLNXbsWK1bt04vvfSSZs2apZdfflmzZ8/W2LFjtWPHDklSYWGhWrVqFdF70bFjR29XwbJly9S5c2fNnTtXv/76q/r37x/ROiT5/ViTpG7duqldu3YqLi6us+zixYu1detWXXnllcrJyfF+efrkk0+8R4bnzZvnNy9YoM8s2GcjSStXrlRVVZXS0tL066+/auXKlXXGcdhhh2ncuHEh/3wLr1TdrVFYWOh9r+fNm6fLLrtMUvV8jjUXMQm1XLDHQj0HcCNqLbWWWluNWmtNrQ3ltNNOU0VFhfbs2SNJWrVqld97vXr1amVnZ4ddD+AG1FvqLfW2GvXWmnprGIZ69+7tDbkLCwvVpUuXkI+Feg6sQ8dyAj3xxBN67rnnNHz4cJWUlGjatGkBj/oYhqHx48fr8ccf9+4Er7zySk2aNElffvmlTjnlFL/lp06dqvz8fEnSjBkztG7dOlVUVOibb77RgAEDNGLECNO35aabbgo5Wf6iRYt08skn6/nnn9eqVasCXhCgtkhOFapxzDHH6Mknn/Tu6OIdr6/PP/9c77zzjpYuXarZs2fryy+/VGVlpdatW6d27dopPz8/6qt4f//99wE/6/POO09TpkzRJZdc4r3viy++0DXXXON35d0LL7xQubm5mj9/vtq3b+8dZ82pNocccoiqqqq8/158T8GpsXjxYp1++ukhx/ncc895j2jWaNKkiTZt2qRmzZqpT58+evXVV5Wdna1rr71WhYWFmjdvnrp16+ZX2J9++mlNmjRJS5cuDfg6xx13nK644go9+OCDWrt2rSoqKtSoUSPvqaLhLFiwQBMmTNA333yjli1b+h15HThwoA477DC/5Xfv3q0GDRro8ssvV05OjurXr++9/8cff9Tq1au1bNkyVVZW6vHHH5cU+DML9dlI0syZM71dA126dNF//vOfiLYnnMzMTD3zzDMaPXq0OnfurOXLl3uPvE+cOFFnn322OnToEHK5YI+Feg7gRtTa0Ki11ai14VFrA9daSXr++ef18ccfa9u2bbrrrrt04YUX6owzzlBGRoZeeOEFjRgxQi1atNCWLVuUl5fnfY2GDRtyYVwkDeptaNTbatTb8Ki3gevtFVdcoZ07d+rRRx9VRUWFNm7cqClTpkhS0MeaN28e9DmwUKIndU5F0U6C73ZbtmwxunTpEvCxUO9F+/btja+++iri1/nggw+Md999N6J1hxPrcyN93oMPPmhs37494GOXX3658dtvv4Vdx6ZNm4ymTZsajz76qDFlyhRjzZo1xjvvvGNMnjzZ2Ldvn5Gfn2/MmjXLMAzD6N+/v7Fp0ya/5w8YMMDvwhC1x757924jNzc34GtfddVVhmEYxocffmgMHjzYWLVqlWEYhnH11VcbmzdvNp577jnj/fffNzZv3mwYhmFcf/31xp133hl2myorK43JkyeHXS5e06dPN8aOHRvw/ltvvTXgc0J9ZgCch1q7H7W2LmottRaAOai3+1Fv66LeUm+ReuhYhunmz58f9tSgQCI5xdDXueeeq8GDB+vPf/5z1K+VaD/99JMOOeSQgI/dcccdeumll/S3v/0t5Drmz5+vc845R3fccYf3Pt9Tq66++mo99thjSk9P1/HHH+93lHXr1q1q0KCB94ITgbzwwgu64YYbAj7WvHlzzZw5UwcffLCuuuoqffnll1q2bJmuvvpqtWzZUvXq1dOPP/6oU089VXPmzNGqVav00UcfhdweqfozrzlKbZWlS5fqmWeeUceOHf3m5vK9/9dff60zp1OozwwA7EatrYtaGxi1FgBiR72ti3obGPUWqYpgOQEyMzPrnLqRrBYtWqS8vDw1bNhQy5cv1wknnOD3uNnvRZcuXbR+/Xq1bds2rnXH+txInrdy5UqdfPLJQR8/9dRTVVRUpJUrV3rn7gpk2bJlIee+bdiwoffUsNrzZ02aNKnOhPW1x75t27aghdD3NE5JdbbH96IRp5xyigoKCiK62M2yZcsiPkUsVp07d9asWbMivl8K/5kBcB5q7X7U2rqotReHXS4e1FogdVBv96Pe1kW9vTjscvGg3sKJPIZhGHYPAoB1tm/frgMOOMDvSrIAAMA81FoAAKxHvQWch2AZAAAAAAAAABCV8JccBQAAAAAAAADAB8EyAAAAAAAAACAqKR8sG4ahsrIyMSMIADhbP49H3Twe9tcuRK0FAHdYsmSJjvV4tHfvXruHgihRawHAHXbu3KljPB6tXr3a7qGYIuXnWC4rK1N2drZKS0uVlZVl93AAAAGUl5fr0KwslUl6f/Zsv6tDw/motXCUfI99rz0opb92wwWO8ni0UVIvSR+n9s9E16HWAoA79PJ4tEDSUZJWJUGtzbB7AAAAhHNxVpYaSeop6YZzz9Xmqip5PDaGQwDcw84gubZAYyFshkPMnz9fWyVdKWmqpF27dqlx48b2DgoAgCTy008/aaGkqyRNkfT111+rS5cuNo8qPnQsc2QXABytpKREh+bkqJ+kwyVNlPTC9Om6+OKL7R0YIkatRUI5KUiOFiEzbGIYhlqnpamDpFNV/WP3UEnzUvunoqtQawHA+U7xeLRX0mWS5kraLGmty2ttys+xDABwtr45OWouqbWqT7PpI2nAJZeosrLSzmEBcJJ8z/4/N/PdDrdvC1xl9uzZ2imp6++3T5e0QNWdVQAAIH6bNm3S16r+PStJp0j6UdJnn31m25jMQMcyR3YBwLF27typFk2a6BpJLX+/r0rSk6qe/3Faapcw16DWwjKpEr7SyQwLGYahlmlp6iLpJJ/735bUQNKX1FpXoNYCgLN1+X0qxz/73PeFpO8kFbp4qkc6lgEAjvXnJk3UWvtDZam6cJ0u6VNJFRUVdgwLgN1SraOXLmZY6J133lG5pBNr3X+6pK8lbd68OfGDAgAgiaxdu1YrJPWudX9XSTslffjhh4kflEnoWObILgA40vbt29XqsMN0k6rnefRVJelZSV0k/Se1y5grUGthGhuD1YJB3bz/v1f+ItvG4YdOZsSpsrJSh2VkqKekTgEef0+SR9Jiaq3jUWsBwLlO8HhUX9J5AR77StI3kra4tGs5w+4BRGrq1KlatGiRSktL9Ze//EW9evXye/zTTz/V/PnztW/fPq1YsULTp0+3aaQAADP0PewwtVfdUFmq7lo+Q9U/eMvLy1WvXr2Eji1ZUWvhWBYHyr6hcbzLJzR0rnlfCJgRoysyMuSRdHyQx3tJype0bt06HXXUUYkbWBKj1gJAalmxYoX+J+m2II+fKOlzSdOnT9ell16auIGZxBUdy8XFxerdu7e+/vprlZeXq2vXrlq+fLnS0qpn8ti1a5duuOEGb9FdsWKFjj8+8NejiooK7du3z3u7rKxMTZs25cguADjIxo0bddSRR+pmSU2DLGNIekHSMZI+cH4pczxqLRzJokA52iA5VgnvbCZgRhR+++03HXrggTpX1bU0mP9KKpW0nFobN2otAKSeDh6PDpF0Zohllkn6TNLWffuUnp6emIGZxBVzLC9YsEDt27eXx+NRVlaW6tevr/Xr13sfnzVrlrKzs/Xvf/9bw4cPV1VVVdB1jRkzRtnZ2d6/pk2DRRYAALtccuSROkHBQ2Wp+tTcMyTNl1RSUpKQcSUzai0cxeT5hAsGdfP7S5REvx7zMCMalx54oLIldQizXE9J/5P07bffWj+oJEetBYDUsmjRIv0g6dQwy9UcQrwiwzUTS3i5YsRFRUVq0KCB93ZOTo6KiorUrl07SdKmTZu0dOlSvfzyy9q7d6+6deumJUuWBDxSO2zYMOXm5npv1xzZBQA4Q82FDQZHsGxrSc0l9c3J0Sd0UsWFWgvHMCkYTWigG4It8zEzRQbCKCsrU4Gkvqo+UBtKA0ndJF1x/PFaTa2NC7UWAFLLld2761RJ4c4jqblA/UeqPiMlMzPT8rGZxRUdy82aNfPrRisuLlazZs28txs0aKBOnTopPT1dDRs21EEHHaR169YFXFdmZqaysrL8/gAAznHp0Ueri6RGES5/hqQvJO3cudO6QaUAai0cwYRQOeFdwg5VOFgq9HhU6MKLwMB6F2dnq4mkthEuf5qkQklfffWVZWNKBdRaAEgdc+fO1XZJ3SNc/hhJ9SRdesAB1g3KAq4Ilrt37641a9ZIqr5I0969e9WmTRtt3bpVktSrVy9t3LhRkmQYhnbs2KHDDz/ctvECAGKzYsUKrZHUI4rntFR15/KfmzSxZEypgloLW8U5hYMd01xEwpZu5d+1nlj9J4lwGX6Ki4v1maoPzEb6LyNL1afxXtnNWf+NuQ21FgBSg2EYuvb009VT0oERPqdmqsd5qj4LxS1ccfE+qfrquV9//bVKS0t1+eWX6/DDD9df//pXLVy4UJL00EMPae/evSorK1Pnzp111VVXRbTesrIyZWdnc5EDAHCASC5sEMhPkp6TtHHbNh166KHmDyxFUGthizgDZTewM2CWqruXa7R2x1d/WOgMj0ebJF0d5fN+lTRB0qy5c9W7d2/zB5YiqLUAkPxmzZqlKy+8ULdKimZSi5oL1HeQNNsl39lcEyxbhQIMAM6wcOFC9Tn5ZN2u8HNQBfLO789bYEFZ27Rpk5566ikZhqFBgwapZcuWpr9GMqPWIqgYQ2W3BMqB2BkyEzDjl19+UYumTXWdpBYxPP9LSask/VBVJY/JnfDU2vhQawHAGaqqqtQyPV1dJXWJ4fk/SHpT0rY9e5STk2Pu4GR+vXXFVBgAgOT315NP1mmKLVSWpD6SvpG0fv16lZWV+f1VVFQEfM6qVavUp08fjRs3znvf1KlTNWTIEA0cOFAFBQWSpOeff1433nijrr/+ej3//PMxjhCAnxhCZSdOdxEtO6ftqJkaQ2J6jFT156ZN1UaxhcqSdJKk3ZLef/99ai0AAAFMmzZNv0nqHOPzj1T1Beovatgw4lor2VdvM+JeAwAAcdq0aZM2S/qPpOw41rNB0oABAzRnzhy/+0eOHKn777+/zvIrVqxQz549vbeLi4s1btw4ff311yovL1fXrl21fPlybdmyRc2aNZNhGNq8eXMcIwQgKeZQOdn4blOiOplbT9zfuVwTLtO9nDqWSHpNsf/YlaQqSTf++c8qqnU/tRYAAOm+fv10h6KfcsrX0ZJukJSd7f/rOFitleyrtwTLAADb7du3TwcqvlBZkhpL+mPPnnr//ff97s/ICFzu+vfvr9WrV3tvL1iwQO3bt5fH41FWVpbq16+v9evXq2XLlioqKlJVVRUX0QHiFWWonIyBciA125mIgNl7UT+fgJlwOTUceNBBOmjnzrjWcZCkUy66SG+++abf/dRaAACk1medpcYffxzXOhpLataypdauXet3f7BaK9lXbwmWAQBJJT09Pea5BYuKitSgQQPv7ZycHBUVFenGG2/Us88+K8MwdPPNN5s1VCD1RBEqp0qgXFuiA2bCZcQiLS2NWgsAgMXimTM/UfWWYBkAgN81a9ZMJSUl3tvFxcVq1qyZjjjiCI0ePdrGkQFJgFA5KokKmH27l5kaA4lArQUAwHqJqrdcvA8AgN91795da9askSSVl5dr7969atu2rc2jApJAhKFyMlycz2yJek+4sB8ShVoLAID1ElVv6VgGAKSsadOmqaCgQJmZmTrmmGPUt29f5ebmKjc3V6WlpcrPz1daGsdggbhEESojuER0MHNhP1iBWgsAgPXsqrcew0jtb4tlZWXKzs5WaWlpXHOXAABit2HDBnVq00bL41zPCEntRo/WP//5TzOGBZNQa1NcmGCZQDk2Vk+RURMwS4TLyaRJkyaavnOnjoxjHW9J+rxvX82YMcOkUcEM1FoAcIazzz5bfT/+WH+KYx2rJf29ZUtt3rzZrGFZho5lAAAAWINQ2U+gMDjW96BgULeEdi8TLgMAAKA2gmUAiEaokGQQP7oBwItQ2U+wEDiesNnq6TEIlwEAABAKwTIAhBPh/KABlyNsBoA67AqVhypPeRpqy2tHwzcojuS9srJ7mXAZAAAAwXCVBAAIJt8Teahs5ToAwG0ctt8bqjxJckWoXFuv/EXev1AKBnWzLLBvPXH//6+5qB8AAABAsAwAARSou7krJGAGkCocNAXGUOU5pkvZjO22M2BuPXF/wFzo8RAwAwAAgKkwAKCOfI96KXAIEPepxjWBC1NkAEhBiZ4CwwmBshVqalGo99Oq6TGYGgMAAAA16FgGAF8RdNqZ0g1GBzOAZMR+LSSzg/VwHcxMjQEAAAArESwDQI0oAxFTQmYCZgApwq4L9jmNFVNVhAqY43m9UM8jXAYAAADBMgBIcYe7pgTMAICUYUXQbnb3cq/8RYTLAAAACIpgGQBMFFfATLgMwM1C7MPoVg7Mju7lWNZHuAwAAIBACJYBwIJAN65wmYAZAFJKIruXYwmzCZcBAAAQCMEyAFiEqTEAgG7lSFnVvRzq9aJdV7hwuSZgJlwGAABIDQTLAFKbxQEuU2MASAnsr0xjdsBs5tQY4cJlyad7mX8TAAAASY9gGQASgHAZQCqiWzl2VgTMwV4n2vUQLgMAAEAiWAaQyhL8gzfmkIAf5gCQspwcLkf0PGoYAABA0iJYBoAEI1wGAETDzO5lsy7qV7MeutIBAABSF8EyANiAcBlAsiNwNJ/V4XK0rxFxuEz9ApBM8j2x/QFAEsqwewAAkKpqfoiH+oFfR75HGmRYNCIAiAE/lhMqptoRQKhQuGBQt4jXH8mcy5KoXwDcx+z6Fmx97BsBuBgdywBSU5gvionstIv6tQhxACDlJWJqjGjWwXzLAFzPrg7jfI8K1N3vDwDcgmAZQEoqHGz3CPwRLgOAswxVnmXr7pW/KO6OY8m8uZcJlwGkqkKPZ/9fgn4f1Oy7ff/qLFMTMLPPBOBwTIUBAA4RzanHkjitGEDSG6o85WmoLa9txevW3scH2ufHEhRHXT8CCBYMxzItRtjlqV8AbFbo8Q9sW0+07rXiPgDoGy6z7wTgMHQsA4CD0LkMIBmY0UVrZcewk9V0M0cbFJvRvUznMoBk5tud7MuKUDlUN3JcuBAgAIchWAYAhyFcBgBIsU2Z4YRw2YxxAIBZAoXJUnWgbGaobEWYHHRdBMwAHIJgGUDKCfTF0pcTfgwTLgNIZanarRxMtAGz3eFyzfPDLk/tAmAxqwNlyzqTI2XHxQYBwAfBMoCU5bQL+NVGuAwAyRUyWxX4BnuteF6PcBmAm4XqUo5XosPkiF+HgBmADQiWASCJFKi73UMAAIRgRricyO7leNYZ8TgJQgCYxIppL3yDZLs6k6N6XfapABKIYBkAHCzaL6/RzsUJAHGz+Ar1eRpq6frdKpqAOdYgJNT6o1mnE6aYApD8gk13F0ugbHeQHEjU4TIBM4AEIFgGAIeL+oJJdC0DgKOZGVREEy7H8rrxhstMiQHAamZ1KTsxTK4tpqny2L8CsBDBMgD4cOoXyWjG1St/EV8gAcDhzA6XrexeJlwG4FRmdCk7PUyuLaaxEjADsAjBMgC4BBfzA5CKrL5431Dl2XaBQLODDKunxjCDm8IbAM4VrEtZiixUdkN3cigxj53fBwBMRrAMABaxIqhw65dfAHAqu+dwdku4bFbXctjlCT0AhBEqUA4XKocKZGvO/vD9czq6lwHYjWAZACxid1ghiS+NABLD5Av4JXr/aff+2uyuuUgDkUSHyxGjdgEIIt4uZV9uC5GDoXsZgJ0IlgHAZZgSA0AqsDvstYMd3cvRBhLxhMsRdy1L1C4AdcQaKvvu55IhSA6G7mUAdiBYBgAXIlwGkErsmgPZDm6ZGsOM9TC9E4BIBQqVw019URMoxxomu3EfRfcygEQjWAaAANzQyeDGL7sAkpjPdBhm7T9TsWtZsmZqjEhf14z1hVpPVP82CDoAKHioHIpvoJyK6F4GkCgEywDwO99T5JISXxQBuFCqhsuSuQcQndq5zJQYAIIp9HiiDpWT/vt8FOheBpAIBMsA4MNtX0KZEgNAKiBcNoeZ4XI8Fwes/VzOwAFQW6zzKZvxXd7Ms0acMJUT4TIAKxEsA4DL8YMcgGNYMB0GzA05XNm5TMABpJRYQ2UzmP292ikHRmOqI0yNASACBMsAEEJSBiN8QQQAV7IjXDZjvmQOgAKIlF2hstlz2zsV3csAzEawDAC/c3KIHO5q1kyJAcAxfLqWYb5Eh8tmvWYk66BrGUhtdobKqSTm7mUACIBgGQBcxrRwGQAsZvUBOyfMXWkHszrrzAiXY1lHqLGH3DaCDSBp2REqp0qXcjCEywDMQLAMAGE4oZO59hc/U8bEl0MAVklQ13KehqZsuCyZc0DRiZ3LZr0WAHezKlRO9UDZVyzhcoG6WzMYAK7kmmB56tSpGjJkiAYOHKiCgoKAyyxYsECZmZnatm1bgkcHANaLJFzmSzLiQa2FGznlwkh2MSMgiTZcrv1nlYDr56AoXI5aW1egbmUrQ2X4i3Zf3it/EeEyAK8MuwcQieLiYo0bN05ff/21ysvL1bVrVy1fvlxpaftz8b179+rVV19Vy5YtbRwpALcpHBzfF9ehyrM11OiVvyi+L8j5HuZDhSRqLSwwyJDyPfHvp5KU2QcHCwZ1i+tsFj4nwHrU2roSFSqzfwsvmjpSXTO6q5cWWjwqAE7nio7lBQsWqH379vJ4PMrKylL9+vW1fv16v2UeeOAB3XvvvWHXVVFRobKyMr8/AHCLQF+Ka38BZL40xIJaC0tw4Coq4S7UGk6yBid0LSNZUGv9JSJUZtqL6ET7XtG5DMAVwXJRUZEaNGjgvZ2Tk6OioiLv7ZkzZ+qEE06I6KjumDFjlJ2d7f1r2rSpJWMGkBqcego2X6ARLWotrML+KDaxBszxvN9OuKZAMITLSAbU2v0SFSojepG+bzU1g3AZSG2uCJabNWumkpIS7+3i4mI1a9bMe3vOnDn64YcfNG7cOO3evVsTJ07U8uXLA65r2LBhKi0t9f7t2LHD8vEDgJki6VqOGj/QY/Lrr7/q//7v/zRxooWXLE8Qai2swmmygUXzwz3afXw8HXpODpeRmqi1yVdrrQ6V6VKOX6TvIeEykDxirbeuCJa7d++uNWvWSJLKy8u1d+9etWnTRlu3bpUkPfLII7rnnnt0zz33qFGjRho8eLBOOOGEgOvKzMxUVlaW3x8AJIO4p8RA1EpKSnTmmWfaPQxTUGthJcLl+CWye9mp4TJdy6mJWptctTYRoTLMQ7gMpI5Y660rguWGDRsqNzdXubm5Gjp0qPLz81VYWKiLL77Yb7nx48dr9+7deuyxx7R9+3Z7BgsACRDsS15cYUAK/kBftWqV+vTpo3Hjxnnvi+Rq7TWaNm2qnJwcq4eZENRaWI1wua5oA5BYu5eTVeFgu0eASFBr96PW1kWo7HzRvK8F6k7ADNjErnqbEfUzbNKvXz/169fP776FC/1/oNx99926++67EzksAHC0aK7unCwqKyvrXMAmIyNDmZmZdZZdsWKFevbs6b0d7GrtS5Ys0dixY73LHXfccRo1apR1G2ETai2QeLHsp3vlL4ruh/7vy0bzOtG+hl0KPR61NrhIZKJVVVVRa2OUyrU2ULeyGdywr3K7cLWqds0oUHcOKAMmiLTWSvbVW9cEywAAf8G+4MUVBuR7pEH2/EBPy5Ja58W3joZTpXnz5tUpjCNHjtT9999fZ/n+/ftr9erV3tvBrtbepUsXvf322/ENDoB6aSGdTCbxnnocZcDs9oONybANdjt8pNT64Nif3+xLac3iNcrOzva7n1qLUKyaAoNQOXGiCZerl7PvdwVgt0NulFr/Mfbn79ki7Zm4J+JaK9lXb10xFQYAIDq+X/qi/sLt8ikxevfu7Xcxm9LSUg0bNiyi54a7Wnttv/32m2bOnKkvv/zSOz8igNDoYKornmDEyqkxnB7g1oRSVnVBIrijjz6aWouIESonj3DveZ264fLfFYCdGjZsGHOtlRJXbwmWAaQ8N8/RyBfqutLT0+tczCbY6UK1hbtae20HHHCA8vLy9Nprr6l58+Zxjx1IFYTLdcUbLkcTAru9drh9/MkgLS2NWouYESq7WyThst8yhMtAzGKttVLi6i3BMgBEwOldW4HE2rXs5qA9XoGu1t62bVubRwUkJ8LluuINSqINlyN5PafXP7qW3Ydam1pq/7cZb6gc6b4L1orkMyBcBuyVqHrLHMsA4HKh5juLdb7lVLkY0rRp01RQUKDMzEwdc8wx6tu3r/dq7aWlpcrPz1daGsdgAav00kLvj02CgmrxziEcy4X9nB4ew92otanL7AM+Zk/lQ92JT9S/QWy8lguQCuyqtx7DSIHkIISysjJlZ2ertLRUWVlZdg8HQALEOs+bk798hvry7DvuSMODwsFKaLC8YcMGnXhcG+2K8+J9g6dKh541Wv/85z/NGRhMQa1FWD6dTE7e1yZSvGFvtO9jpHXESWrG7HumTSocFI1HkyZN9NVtO9U2jov3vfCl9G5JX82YMcO0cSF+Tqu1Zs+rHOl+KJWmBXKKcPWjzuOEy0hyZ599tv7e6mP1i+Pifcu3SBe83FKbN282b2AW4dAwgJSTjD86Q30xjnlKDE4rBpAoPj8yo50vOFmZMS2GWVNjOP3zMGO+VgDWsjJUrtnfOX1flazC/Q4J2LkMIGkQLANACoj2izY/0gEkXK0OJgICc7rpon0f3d7Bx0FRwH5mzqscLrSMtVa4fV/nNFG/n4TLQNIgWAaAJBHpFzq6lgE4VoBwOdUDZrvCZTeELr5j5IAo4AxmfncMdRaFE2vDUMU5p5vLhfq8Aj5GuAwkBYJlAIiRU7/UBkPXMgBXCDD3opv2tVawI1yueV23hMy+OCgKOEes3yfdODVPnobaPQTbRR0uA3A9gmUAiFDNF1knB8qRzEEXyXK++IEOIOGChMtO3fcmgl3hslPFUs8AWMvMKTACMWsfxn7DWlGFy3QtA65HsAwA8r+ifLSS6Yd6bXQtA7BNkKvGJ/M+NxwzuoeT6f2rvS2+NYuDokBiWT0FBqFyciBcBpIPwTIAJBm6lgEkjRDhcjIFpNEiXAbgdGZOgcE+y33CXXSRcBlIHgTLABCFZPlimyzbASAFBAmXpdQOmFM9XK7Z/toBBV3LQOKZNQWG1Z3KdCsnFuEykBoIlgHABE77gR7pF+dIlqv5ccAPdAC2CREuS4H3wakQOhOSAEgWTH+RnAiXgeRHsAwAKSrZAxcASSaGcLnm/mQOmeMJTJLlPQkYTgBICDO6lQmVkxvhMpDcCJYBpKTWRuiAwix2hhlWdC0DgK2iCJeDBRVODVPjCcAJl/23g+kwgMQgVEakCJeB5EWwDAAJ4NQf7tGOix/oAGwXQbgcbt/m5IBZii1kTsVwufY2EyIB7mJVqMx8ys5EuAwkJ4JlALCIE36oR/KlmlOIAbhOmHBZimzf5vSAWYpujKkYLvuiaxlIHLMu2Gc2vtM6G+EykHwIlgHAJJF0yLkZF/ED4Cgmhcs1y8Wyj/btLLZ6H5+IcDkZpPr2A25hRbcy//27Q9ThMgBHI1gGgN8VDrZ7BNagaxlA0hpkxHxRv2DLxhNsxPN8MwPwWPfnbj8AKiXHNgBOF2+3MqEyogqX6VoGHI1gGQASyO0/eOlaBuBIEXQvRyPefbXVHczJHi4PVV7Ey4baTqbDAMxnRagcL0JldyJcBpIDwTIApIBIO+EAwLUsCJfD7RcjmcM5GtGEI1aGy3bL01C7hwAggeL5DurW/RyqhQuX/RAuA45EsAwA8Irky7lTLs4CAHWYHC5L4QMPOy8QGGm4HG3wkqwHGulaBuLjpCkwYtm3IQkQLgOOQ7AMIGW1NhIfQES6jBXM7lrmBzoAR7IoXA61fzRz/xpLCGxF97KbwuVA21ZzHwdDAWdweghc+2KsibowK5z/bwNAaATLAAAASC4WhMtS4uZejuVHdjJPjRELwiDAXPF2K5vJjH1ZNOExAbP1ovpM6VoGHIVgGQAQNTrAADhegsNlJ8yPbPZ6kyVI4SJ+gL2C7Xdi2cfEGyoTEjtXNJ9tgbpbOBIA0SBYBoAUYna3Gj/QATjaICOhU2MkY7jsFsm4TYBTOKVb2YxQGc4W6WfcK38R4TLgEATLAOCjcHBiXicZvti2nkjnMgCXSGD3shM6gs0Ml5OhXgGwj1kHfeJZD13K7kLnMuAuBMsA4CCJuFCI6V1dzHMGwA0cHC7He2HASMdl1rrdiOkwgNjE060cah8TzXfdeENlM6TS/tIJIr0oLgcMAPsRLANIaS/ZPQALcTVrAKjFoeFysHXEuq5I1hnvugEgEZwQKsMeEX/2NLkAtiJYBpDyzA6XY/0SW/t5Zn4Zrr0uggQAKcvCcDnefa1Tw2Wzw5mhyjN1fTWobYC5rOpWTsQ6zNxvsW+xD+Ey4HwEywBS2kjDmoDBiSzt2uDLHAA3sShcluI/kOfUcDkZMB0G4B6EyqhBuAw4G8EyANgkki+9ZofBnBIIAL8jXDZt3dHK09CEvA6A2NnZrUyojNoIlwHnIlgGgBTFl2UAKY9w2bR1O4Xbxw+kioJB3fz+fO+zm1PGAQBuQLAMACnGsq5lOgQAuNEgI2EX9TMzXI5VpOGy1aGKVfMsh8N0GEB4dnQrm7HPMWOfSaDsXHQtA85EsAwA8r+AX+Fg24YRUKgvyWZdKBAAUp6Dw+VA++xEhB+1uwnNxHQYQPJxcyhLl7I7EC4DzkOwDAAuVRM0BAsdInk+X6ABwMcgQ4WDzT/AGG+4HGgdsa4n2LrqLKOFMa07GlZ1LVPbAPNE061st2j/27fy4BmsQ7gMOAvBMgBYwI6OYLqQASB+rY3qzmUrwmXf/TThsn2YDgMILtb/JpwSzoYKiwPN6wx34vMDnINgGQDCsHJqjEjD4NrLmRUimx5G0xkAIAn4hstWdy+b8Xy3hstMhwE4W6BuZTcFegTJyS2iz5TfJoDlCJYBpLyRRvB5NZ0233I4dC0DgDla+9QGq8JlMwNhs8PlAnXfv4yF4bJdF/EDUFek3cq19zeEtrAL4TJgP4JlALAIX7IBwN1qh8tmBsxuCJcTwaqu5WjeC6bDAOpy09zKSG385gLsRbAMAL97ye4BmCTesCIWfoELXQEAkkjrWme1JGu4HEiiupbtQGgGRC/YvMWA4/H7BLAMwTIARMBtU2IkEu8NgGTntnDZzPX4hssAkpdv536kB14IlZ2n5kKxof6SUST/Fjk7BbAGwTIABODEsDSaL4LJ+qURAOzipnDZqpDabV3LhF6AeZhXOXm4MWCOZMyEy4A9CJYBAKZhOgwAySwVwuVAkrVr2bcrk7ABqSyWbmU4UzT7fjcFzDXbZUa4DMBcBMsAYDO3fKEDADg7XK4tlvUwJQaA2gjrkpubAmYp9nC55qAJBxIBcxEsA0CSsusLohOnEQEAMzk1XDbrYn6Ey0Bqols5OcRz5ouTA2bf7Yp3rITLgHkIlgFA0sjfQ4KXQiwTbXDghC9miegw4UcIgFSUiHDZrOemcrdhKm87EAkCtrqS4QJ4BYO62X5R2EQIeiA0TNcyAPMQLAOAi0T7Rc9NXwwBwG2sDpfNDAWiXVeq1A/mWQaqBQvcODjjbskWLgfanmjD5Rrs8wFzECwDAExXOFhcwA9ASrAyXJbsDQWcGiwAACIXa/eyU7uzg4XLkR5U5YAiYC7XBMtTp07VkCFDNHDgQBUUFPg9tmjRIl1//fXKy8vTVVddpYULF9o0SgDJhLmCkWqotUBsrAqX472YX+0f2anaeZiq2w1nclKtJVQLLFAQW3NfPFNM2C3ZupcDiXSsTIkBmCfD7gFEori4WOPGjdPXX3+t8vJyde3aVcuXL1daWnUu/tNPP2nIkCHq2LGjvvrqKw0ZMkTz5s0LuK6Kigrt27fPe7usrCwh2wAAgJNRa4H4tDYMv5CmcLA5P1xrpsQoGNQtph/3tafUiHY98UzJAcCfU2st02AElozbX7NNsUyv56T3I1Qti7buFXo8dQ4QA4icKzqWFyxYoPbt28vj8SgrK0v169fX+vXrvY//6U9/UseOHSVJVVVVatCgQdB1jRkzRtnZ2d6/pk2bWj5+AMmDLubAUvWo/5QpUzRhwgTdeuut+v777+0eTlyotUD86Fx2J06LdjZqbWDUWoTTSwu9f7XFOjWGk4TahkjqHvt+wF+s9dYVwXJRUZFfUc3JyVFRUVHAZZ9++mn961//CrquYcOGqbS01Pu3Y8cO08cLwN1esuE1k7F7zA3zLK9atUp9+vTRuHHjvPeFOkW1tj59+uj222/XGWecoUWLnPVlO1rUWsAcTg2Xa4tmPU4LE+Au1Nr9nFRra4K0VG0OSDWBAmY3T+sRCQ6qItXYVW9dMRVGs2bNVFJS4r1dXFysZs2a1VkuLy9PF110kf74xz8GXVdmZqYyMzMtGScAwH6VlZV1TgfNyMgIuO9fsWKFevbs6b0d7BTVJUuWaOzYsd7ljjvuOI0aNUrNmzeXJH333Xe69dZbLdqixKDWAuapPS2GWeI5sBjoubFOr+FGqbStiVBVVUWtjYGbai0hnPsVqHudMLnmdoG6718uiukxnNbgEm7fHm68rSfuPwDMlBhwokhrrWRfvXVFsNy9e3fdc889kqTy8nLt3btXbdq00datW70bPmHCBB155JG65JJLNGPGDF188cU2jhiAG400DI2y8TSoVP/RW3lAugoGdYlrHT+uLtTKefM0atQov/tHjhyp+++/v87y/fv31+rVq723g52i2qVLF7399tsBX/Oll15S//79tXv37pCnrDodtRYwl2+4bNZ8y9L+H8lmzLecqOfCWRZdc4K2tK0X8/P/l/2z1jy0RtnZ2X73U2vDc1qtpVs5+dUEyIECZt9wWYo8YHZaPYgmXGa+ZSTKqnPbqqBf7FMUrV9eqj0Tf4i41kr21VtXTIXRsGFD5ebmKjc3V0OHDlV+fr4KCwu9RXbGjBn617/+pSeffFJ9+vTRfffdZ++AAQCS7JmTunfv3n6nhpaWlmrYsGERPTeaU1Ql6YUXXtArr7yi8ePH64033oh77Hai1gLm8/1xaub+MN6A2JeTwgE7MddmdI4++mhqbQycVGsJlVNLgbrXCZKDLpuEU2T41r7a28Z/C3Cqhg0bxlxrpcTVW1d0LEtSv3791K9fP7/7Fi6sPup28cUX0zUFADbzPZXMT75HGpS4I//p6enKysqK6bmRnqJa44YbbtANN9wQ02s5EbUWMJ9VnctS7Ge61A6mI12P07rUYJ+0tDRqbYwcUWsdfg0MVItl/x5uHx1puOy7LjcckIykjkVaw+hahpPEWmulxNVbV3QsAwCQCN27d9eaNWsk7T9FtW3btjaPCoDbWdG5bOfF/NwqFbbRDai1zsd/K/aLdXq8XvmLvH9mqelgdnoncyRjC1Y7ax/05cwVJINE1VuCZQCIkh3TO7iZk9+vadOmqaCgQJ9++qnefffdgKeopqVRKgGYy+xw2aznWhkYDFWeZeuGs1FrgeiYFQpbETIng0jDZcBt7Kq3rpkKAwCwH18QzXHZZZfpsssu87sv0CmqABAv3ykxJPOmxTD7Yn7RXAQpGnkaGvVzkByotYD9zD7LxanMnNqJKTHgNnbVWw4NA0AAL9k9AABA0qn9A9XMzmWzLuaXyriAH1JCmPmVkz14THWp0MEc6b/hQLWTrmUgegTLAOAQyfAlL9iXMX6gA0A1q7qfzLywnlXBkhOmwyA0A4DkD5jjCZd98RsGCI9gGQAAAEggKy7mJ8V3safaQv3QTuYwAgBSCfvzuriQHxAdgmUA8DGSebQAAAlgVbhs5pQYdnf3OqHDGQASrWBQt4Tuf5O1e5kpMYDEIFgGAAAAbGBFuGzmlBiSveGyHRf8I0wAEmuo8jiIFIQdAXOyYUoMwHoEywAQAzO7y2JldycZAMBcdofLwUIFM+uNmwIkggSkmkR/t3TT/sBOiQyYkzFcjlTtbedAIxAZgmUAAADAJlZezM/M59l1MNOK4IkDs0hZ+c46WOJ7VgIhc3g1AbPV+7BkC5ejeb/oWgaiR7AMAC7l1C99wY7u82UMAAJz2nzLodaX6FOzASS3PO9kGImf+sbNrN4fO/V3RqyimRLDFxfyA8IjWAaAIF6yewAO54TpQAAgWThpvmUnBQqETQAQmlUhs5NqAQDnIlgGAMSMcBkAzGNVuOw0nPIOANbgzJLgYn1P6FoGQiNYBgAHceOXQMJlALCGWftXJ3QtuylM5oJNAJIBIXNdvBeA+QiWAQAAAIew4mJ+dk+JEW+obOcF/OhMA5AMfENmwtXo0bUMBJdh9wAAAAAA7NfaMLw/WgsHm9NB68QpMQAg1cS6L7biYqy1pUqdKBjUzZRtLfR4LDkYDLgNwTIAIG6RBh98AQOAyFgRLsfyYzrWbudwhiqPC/MBSBnxBpmBnp+IsDlZxVIPW09kCkAgEKbCAIBaRtoYfCZLpwDzUwKA81gVEodDgAy4Q7J8D3Uaq97XXvmL/P5gPabEAOoiWAaAGHHEGgBgJd8zPMyqObGED1YFFpHOnUwwDZhkEGeNJTOnBs1OvXhrKnVoA1YiWAYAmIKgHQDMZ0W47MYf04m+gB9n3gAwi137XKeEzHkaqqHKc2TAHMtnQ9cy4I9gGQBCeMnuAQAAUp7Zc9PHMiWG3cGEnQgNkEpS+b91KxUM6mbrQT27Q+aaM0+cGC4DiA/BMgAAAOASdk6JEY9g01kQMgBIJXYHzJJsC5idGi7TtQzEh2AZAAAAcDizu5al6H9M08kIJIEI5lnmv3XrOSlgTuTn7RsuOy1gBhAbgmUAAADABZwwJQYAwDw1AbPdQXMiA2bfM1icEi7TtQzEjmAZAGCaSE7R5ksXAMTOis7laMQTPDAdBuAQdC07lt0hc6IC5trhshPqgBnvOb9zkIoIlgEAlqh9FB8A4Dyp3rWcytsOIDK+U0YkMnC3M2ROxLbWPtgYKmB2SvhcG793ACnD7gEAAAAAiMIgQ8q3rysqnjA6T0MDhgNDlRe0o9kurSead7FEwHEi2I8k44EnM8LSaNdhxntYex2JCrhrXieR/w5CBchW14qCQd3ifm8LPR7bzy4CEomOZQAAAMBtIjiVPVJuCY+c2K0GuFqKTYlh17bU7ng2oxs40d3MVnUwxxISO60W0LWMVEfHMgAAAICoOrWsCKOd2LVcgw40JK2acNnGsyBSVbD9bbT71kR2M9vRwZxodC0D0aFjGQAAAHAjk7uWEyVUeOy0TjQgZYTYnyRT17IbxNvdnIhuZrv/TVhdK6J97+haRiqjYxkA4lA4OPm+SPjOJxlq24LNPZmM7wkAOJaJ8y3XdCE7ITBwaucykNR8w2UbOphj3fdEGgLaNU+xGWqP1QnbbPc0Sk6vFXQtI1UQLANAACMNQ6M8nBIIAEAwVlzEr4ZvYEAXM2CDOKfISGRo66aA2CxmBM1mXsgwGafGiPZAKxd8RaoiWAYAePFlCABcyMVdy6HC40QFyk7o0gYc6/eAuZfPXQXqXmexZP9vqCY4dep2xhI0m9nNbOWBRjejaxmpgGAZAMJ4SdJ1dg8CAIBQTAyXpcSErb6nMCdzsAAkm15aWPfOQb//b5JeBDDQ/tDs7l8z+Y7Hrm7maDi1BtC1DIRHsAwAAADAK5rOMzPn2HRqsAAgCtFeVLRWEJ2IUM6sa4GE6xJ2SthsdzdzpKKtAU6eX9kXXctIdgTLAAAAQDIYZKjQ5/oA8YYndkwR4bRwme4zwGK1gujWg4Is97tCE66BEuq/6Xj2m+G6miNZPhHi7WauvQ7f++I90Oi0GiDRtQyEQ7AMAAiqcLB5XR1+6+XIPQBYorWxP1yOZx9uZidytJwYLABwhki/P8YaQAcLBOPZl9ZWs28Nto+168KH0ezzrawPkVy41S3dyjX47YNkRrAMALAMR+wBwF7xHiCMpFPLihCacBlAPMKFeNEGz7W/z5rd2VyjYFC3gPvTRITNNa9h10HF2iIJmBOFrmUguJiC5d9++03vvvuuPvjgA61cuVK7du1Sw4YNdfjhh+v000/XxRdfrCOOOMLssQIAkFKotwBi4du1LMUeLtvZtSwRLiMxqLWpKVjwHGngbGbQ7CvYfMiJDJtj7WK2Su2A2W3dyjXoWkayijpYfuutt/TWW2+pZ8+eGjx4sA4//HAddNBBKi0tVVFRkRYvXqwxY8YoJydHI0eOVIMGDawYNwAASY16C8Ap7JhrGUgEai1qizVw9g2azZxGLpqpNKzYTzspZLY7UKZrGQgsqmD5qaee0h/+8AdNnTq1zmMNGzZUw4YN1aZNG/Xr10/btm3Tww8/rDvuuEONGjUybcAAACQ76i2AeCW6a9mq7mbfTjW7QwW6zZILtRbRCPTffrCwuSZMtOI6JVLwsNnqoNlpU2W4EXUEySgtmoUvvvhinXvuuSGXqayslCQddthhGjlypH799dfYRwcAcCWOzseHegvADGb+eLU7SLA6VLZ7+5B41FrEq7Vh1Pnzlcjvw73yF3n/atSEzWbv32q/TiqJ9r206uAC4CRRBcuHHXZY2GWGDRvm/f8ej0eHHHJI9KMCACCFUW8BWCHWkCNVAwQkN2otrBAqaE4U35DZt8uYgNkZor1wJOB0UQXLtU2YMEEHH3yw0tPTlZ6errS0NOXlcYENAADMRL0FECszO+jo6kUyo9bCEoMM/z8b+IbMVnQxp1rATNcy4C/qi/f5Kikp0bp16/zmmcrNzY17UAAAYD/qLQCnCHXxIqvmWQYSgVqLhPANl/MT37ka7GJ8ZgTDzMEcOeZaRjKJq2O5TZs2dS5ecMMNN8Q1IACAszBfsv2otwDiYUbXcip1oyE1UWuRcDZ3MwfqZDZzvcmMrmVgv7g6ljt16qTHH39cxx9/vNLT0yVJEydODHhlXQAAEBvqLYB4tTYMv3kdCwfH/kM3VNcy4FbUWtjOxm7mQN3G8e7n6WAGUkNcwfK//vUvfffdd2rcuLH3vtWrV8c7JgAA4IN6C8AJmOoCyYxaC0exKWQONFUGAXNg0R5kbT3R/4whpsNAsogrWD7jjDM0ZcoUv/ueffbZuAYEAIjQIMOWudmQeNRbAGZIxa7locpTnobaPQy4ALUWjlVrmgzf/XgNK6ZaqB0ImxEwJ1u4DCDOOZazsrLq3Ne2bdt4VgkAiIZNV5dGYlFvAThFuGDBDWEzEAi1Fm7R2jACzp3v+2cmM+dhTrb5l+N9PwIdJADcJq6O5bVr16pv377q3Lmzdx6qmTNnauHChaYMztfUqVO1aNEilZaW6i9/+Yt69erl9/iECRO0Y8cObd26VXfccYeOPfZY08cAAJGIpwMM7rJw4UKtXLlSS5cu1SWXXKLTTz/dktdJVL2l1gLJLxW7luNV+/RlJBa1llqLwHzD5doBpe8+y6zfJWbOw5yq3cvUEzhZrPU2rmB5+vTp6tu3r9LS0mT8vlMzLJgjpri4WOPGjdPXX3+t8vJyde3aVcuXL1daWnXD9fr16zVz5kx9+OGH+uGHH3Tddddp7ty5po8DAJBcVq1apYEDB+q8887TPffcIyn8Dz5f3bt3V0ZGhj7//HN17NjRsnEmot5SawHYze5pK1IlKE80au1+1FpYJZEhs2/AHM80Gck693K0mGsZZrGr3sYVLD/88MM655xz/O7r0aNHPKsMaMGCBWrfvr08Ho+ysrJUv359rV+/Xu3atZMkzZkzR126dJEkHXnkkfruu+/022+/6YADDqizroqKCu3bt897u6yszPTxAkAi8UPYX2VlZZ19e0ZGhjIzM+ssu2LFCvXs2dN7O9gPviVLlmjs2LHe5Y477jiNGjVKktSlSxfddtttevbZZ3XfffdZsk2JqLfUWiB1xNu17NtpRg1KTVVVVdTaGFBrkQiJCpnNDJjdHC7HexE/IJRIa61kX72NK1iuXXgl6cwzz4xnlQEVFRWpQYMG3ts5OTkqKiryFuDajzdo0EA7duxQ8+bN66xrzJgx3jcMAOAcZcrSUOXFtY5CPaad8+bV2c+PHDlS999/f53l+/fv73fF92A/+Lp06aK33367zvM//fRTnX766Tr00EO1bdu2uMYeSiLqLbUWQKzMCpe5yF5ijNM9qqeWMT//Z83SAWtmKDs72+9+am141FokWk3IHGgu35pw0wkBs9vDZaC2V3W1/qszYn5+qdZrz57bI661kn31NuKL9/3www8qLy+PeMWS/DYoHs2aNVNJSYn3dnFxsZo1axb08ZKSEjVt2jTguoYNG6bS0lLv344dO0wZIwDYhU4xf7179/bbz5eWlmrYsGERPTfYD75g/ve//+nxxx/X448/rptuuinusUv21VtqLZBaAl34KR5ODQQIq61x9NFHU2tjQK2FXWou+BdoygWzLvrne2G+WGqCmy/sF+321g7zuYgfAmnYsGHMtVZKXL2NuGO5ZcuWGj9+vC666CIdf/zxIZetrKzUiy++qEMPPVTHHHNMxIMJpnv37t75QcrLy7V37161adNGW7duVfPmzXXGGWdo2rRpkqSNGzeqQ4cOAU8XkqTMzMygbeMAAPdLT08PeGX3SIT7wVfbzTffHNPrhGJXvaXWAqmn9pQY0QjUXWZGuGz3PMuITFpaGrU2BtRaOEEkU2XE08VcO1ymexmIXay1VkpcvY04WM7IyNA999yjp556Sg8++KC6du2qrl27qlmzZjrwwAO1c+dObd68WQUFBdq8ebPuuOMOnXzyyTENqraGDRsqNzdXubm5Ki0tVX5+vgoLC/XXv/5VCxcuVNu2bXX++edr9OjR2rJli5588klTXhcAYmHWlZeReIF+8LVt2zahY7Cr3lJrAUQ713IyY+5o61BrqbVwjmBTZZgxF3M8AXMqhstcxA9mS1S9jWqO5bS0NA0cOFA33nijPvroI02bNk2bN29WSUmJmjVrpg4dOujKK6/USSedZPpA+/Xrp379+vndt3DhQu//v/32201/TQBwvHxOm4rHtGnTVFBQoMzMTB1zzDHq27dvnR98NVdqTyS76i21Fkg98XQtOx3dz85ArfVHrYUTWTkXc01IHG3A7LZwmYv4wW521duYLt5Xr149XXTRRbrooovMHg8AIFKEynG77LLLdNlll/ndF+gHn12otwASLZquZSt+9BMEJx9qLeAeVk2TUfsCf9GEyzXPAxCaXfU28YeGAQAAADgGp94CAGoLd7G/WNRcoM+3gznS57kBF/FDKiJYBgAAAODFqbkAgBpWBcySogqY3RIuA6km6mA5Pz/finEAAByKCznZg3oLIJFi7Vrmhz7cjFoLRM7sgLmme1mKvNM3GWsOXctwu6iD5aFDh+r//u///O5btWqVfvrpJ7PGBABAyqPeArATXctIBdRaIHo1AXPtkDmegFmKvHvZN5B2IuaDRqqJKVjetm2b+vfvr4qKCklS69at9cEHH+jaa6/Vk08+afogAQDB8eUlOVFvASQacy1TU1MNtRaIj1kBc+3u5UgDZgD2izpYPvDAAzVlyhQdcsghOu+881RSUqLs7Gxde+21euihhzRixAgrxgkACIIvVcmJegvAbpEGA06sQ0OVpzwNtXsYcDhqLWCOYAFztHzrSSqFy0yHATeLOljetWuXPB6PnnjiCZ1++unq1auX91Sh5s2b68ILLzR9kAAAd2Fe5vhRbwHYga5lpBJqLWCu2gFzIrqXnRguc/YLUknUwfInn3zi/f/Dhw/XoEGD1LNnT61fv16S1LJlS/NGBwBAiqLeAnAC5lpGMqPWAtYwK2CuEUm47MSAGUgFUQfL9evX1z/+8Q/t3LlTknTTTTcpLy9PZ555phYvXqyMjAzTBwkAQKqh3gKwSyxdy8n0g55Os9RBrQWsFW/AnAzdy6H4bg/TYcCtoq6UBQUF+umnn/Thhx+qf//+kqQ///nPatq0qS699FK1bdvW9EECAJBqqLcAnKJwMFMcITlRa4HEqAmXa8LSaOtK7XA5VIDsu6ydwo0TSBZRdyxL0iGHHOItvDVOO+00/fe//9W6detMGRgAwP04hTo+1FsAdnHzXMtDlWfq+qhlyY1aCyROTQdzrAcrk7l7GXCrmILlYI477jitXLnSzFUCAGxkVYeamwMLJ6DeAki0SMJVJ/2Iz9NQu4cAl6PWAhYaZFT/xaD29BiRLusGTIcBNzI1WJakhg0bmr1KAABQC/UWgNU4CIhUR60FLBZnwCy5v3vZ7ik7gHiZHiwDQLK5zu4BAADgAEwJAQCwRIwBs9O7lwmNkQoIlgEAAAAEFG3XspO7wgAADhdnwOy27uVAY+FiuXCbDLsHAABONCpF57NqPZGONACAew1VHvMrA4Db1YTL+dH9JqvdvRwsRI60y9kJCj0epqaCo9GxDABxSOYjyrFuWzK/JwCQinx/0LrtIn6xSoZtAADXM6GDOZLlrBRqDG4ItoFwCJYBAH5aT4wsHKazGQAAAIDl4giYpcjmXwYQG4JlAAAAACFF27VsFyunweBUZACwWRwBs53dy+Feu/bjnAEKNyFYBgAAAGAqur8AAJaxuHvZaTWsMEWv/wN3IFgGAAAAEBWru5aHKs/aFwAAuJuF3cs1y1mJ+ZWRLAiWAQAAAITFVBAAAMeJIWCuCZcTOfcyQTKSFcEyAMASTp6DEwAQv3D7eaedSgwASGI+AXPh4MhqVCQBsxVTY0QSMjPPMtwiw+4BAACSRyRfgOh4AwD3am0Yls/1yDQYAICYDTLUelD1vMS1w+VAv1UCzb0cKEiOdI7mUOhaRjKiYxkAAABATOhaBgA4UWvDqNPQEqqT2bczOVQXs111jQv4wanoWAYAAAAQsUR0LQMAYIaacNm3btWEy+E6mGuHyzWPRXoBwEhxEBZuRscyAIRwnd0DAADA4cycUz+eaTDMmkLD9wc+1wsAgOQQaDq+SDuYa9SEzYma0oJ5luEGBMsAAAAAohLNfPnRdGLlaWgswwEAIKxA02NI0QfMAPZjKgwAgCk4og4AMEOs4TKhNAAgEoGmx5AinyIDwH50LANAjAhSAQCpzLfri4v4AQDcJlQHczBmdzBTH+F2BMsAUMsoGy9IlCxHwIN9GYvm1GkAAJyC+gUAyStQwBxqegxpf8BsdTBMMxOcjmAZABA3vvAAAOhaBgC4WSwBs5S4kBlwIuZYBgAAABCT1oZRZ45KAADcLNAczKHmX/blGy6HOhuVEBrJgmAZABAXupUBADUKB4euC73yF9X5oT1UeY658B4/9AEANeIJmCVqClIDU2EAgIPw5QMA4Dbxzj+cp6EaqjyTRmOecKc+AwBSQ6xTZACpgGAZAIK4zu4BuADdygCA2mKda9mJ4TIAADXsCphbT+QisnAugmUAcKlQc3YlAqEyAKCGGV3LAAC4QbCAGUhFBMsAAFMF+1LFUXYAQChODZepXwCAQGoHzEyPgVREsAwAMaBbFwAAf7V/XIfCdBgAgGRREzB7L/ZndsA8iAOccK4MuwcAAIgNF/oDACQbO7uWqasAgHh5D7Lme8xZIaEyHI6OZQAAAACmi7VrGQAA1xtk7P+LZx2Aw9GxDAA+RnlMOrIMAEAKam0YKqSWAgCwX+2AOFw3M4EyXIRgGQBgOS58BACpqXDw/usSFAzqVqdLuVf+IhUM6mbDyELj4ksAAMsQHCOJMBUGADiEE39YR4sf4gCAYAcT3Tj1BQdGAQAAgiNYBoAArrN7AAAAJKFAB1GdEDg7YQwAAABuQ7AMAC6UDN3NAIDk5dvp63s2CwEuAABA8iBYBoAo1cwVicjwfgEAfHFwFAAAIDkQLAMAEIc9e/aoXbt2dg8DABwtXNcyncwIhVoLAID1Yqm3BMsAAFMEvXBfkl/1+I033lCbNm3sHgYAOE6oC985qWu5dqhdU8+4cJ9zUGsBALBeLPWWYBkAYBk7psGorKxUWVmZ319FRUXAZVetWqU+ffpo3Lhx3vumTp2qIUOGaODAgSooKAj5WmVlZdq3b59ycnJM3QYASEa1u5adFC4jOlVVVdRaAAAsFmmtleyrtxlRLW2j4cOHKysrSxs2bNDo0aPVokULv8dfeOEFLVmyRC1atNDSpUs1ceJENWvWzKbRAnCjUR6Pra+f6qcBV/6arkWje8W3kq+mal72PI0aNcrv7pEjR+r++++vs/iKFSvUs2dP7+3i4mKNGzdOX3/9tcrLy9W1a1ctX75cS5Ys0dixY73LHXfccRo1apSmTJmi/v37a86cOfGN2yGotQDM1towVGhxfR2qPOVpqKWvkUyWP9FNatI29hUsWa8D1sxQdna2393U2shQawEg+a1/+1it/y6O37bbGitnz56Ia61kX711RbA8Z84cbd++Xc8++6zmzZune++9Vy+99JLfMkVFRfr3v/+t9PR05eXl6YknnqgTLEhSRUWF9u3b571dVlZm+fgBuMt1dg8gjIJB3VI+hA6ld+/emjVrlt99GRmBy13//v21evVq7+0FCxaoffv28ng8ysrKUv369bV+/Xp16dJFb7/9dp3n79q1S//5z3/0ww8/6N1331Xfvn3N3ZgEotYCSITCwf5ns/jWNLqY3ePoo4/WkiVL/O6j1oZHrQUARKphw4bavn27333Baq1kX711xVQYn3zyiU466SRJUrdu3fTxxx/XWWbo0KFKT0+XVH1qVoMGDQKua8yYMcrOzvb+NW3a1LqBA0CEkvGHdOuJsmV+5fT0dGVlZfn9ZWZmRvTcoqIiv/qRk5OjoqKioMvfeeedOv7442UYhurXrx/32O1ErQVglWBzFdcEyvHWwHi6lTlQG5u0tDRqbQyotQCAaMRaa6XE1VtXBMu+b0ZWVpZ27doVdNnS0lJ9+umnuvnmmwM+PmzYMJWWlnr/duzYYcWQASQpO+YMdoOgF+5zmWbNmqmkpMR7u7i4OOzpp126dNHixYt11llnWT08S1FrAWA/LtxnHWottRYAYL1E1VvHTIVRWVmp0047rc79nTp18nszysrK1Lhx44DrqKio0G233aYnnngi6GTTmZmZUSX8AIDU0b17d91zzz2SpPLycu3du1dt28YxD6XDUGsB2MV3rmXf6TBqpr9wyjRPyXKg1MmotdRaAID1ElVvHRMsp6ena8GCBQEfmzNnjt544w1J0ldffeVNzsvLy1VaWqomTZpo3759uu2223TXXXepXbt2mjFjhi6++OJEDR9AEmo9kR+YsXJLZ/e0adNUUFCgzMxMHXPMMerbt69yc3OVm5ur0tJS5efnKy3NFSf3RIRaC8DJknFaKFBrfVFrAQBWsaveOiZYDuWMM87QnDlzNG7cOH3//ffeqxdOnTpVS5cu1aOPPqohQ4boo48+8k5U3aJFCwowANjJhvmVo3XZZZfpsssu87uvX79+6tevn00jsg+1FoDVwnUtJ5oTOqRTAbV2P2otAMAqdtVbVwTLkvTAAw/Uue/aa6/VtddeK0l67LHH9NhjjyV4VAAQnBWn9Ub7w9sppxbDHai1AOxiV7gcCPMrw0rUWgBAMkmec44AIA6jfu+gui7EMm6Z3sFXIkLl2tOFuPF9AgAkHtNNAQAAuBvBMgAkKad0fgEAUCNUN3Aiz7AJ9FoE3QAAANEhWAYAmyVlAOyC+ZUBAPZzWpjLNBgAAACRI1gGgADcPp2DXWG12983AID1nNK1XBs1DAAAIDoEywDgEk7tbOaHOAAAAAAAqYdgGQAiQHgaHu8RACBSvl3LtafDsLpr2c6uaAAAgGRCsAwAv7vO7gGYpKazOZE/nP1CZeZXBgDEyZbwl/oFAAAQFYJlALAIHVEAAAQXqmsZAAAAzkewDCDljfJ4gj7mlOkdas+vHGy+ZafOwwwAQLSsOEAbdJ10KwMAAESNYBkAwrAyXDYzCI5lXaYH0fwwBwBEIVzXMmf/AAAAOBfBMgBYINGdw44IlQEAAAAAQMrIsHsAAIDYmBEM0wkGALBba8NQ4e/TUhUOrnumUK/8RdbWPM62AQAAiAkdywAg6Tqf/++UeZVrWNFZbEm3Mj/MAQAW4UAoAACA8xAsA0CKqQmV+ZEOAHAK37mWE4qDogAAADEjWAYAAABgu5pwOdBF/KT4DohyMBUAAMB8BMsAYJNIpqMwe8oKyy7YR8cXACABYgmImVsZAADAGgTLAFLaqN8vFmSmWMNby0LfAOuncwsA4EThupal6GoY9Q4AAMA6BMsAUt514RexhVlBc8GgbpaH1gAAmCWS+ZYJjAEAAOxHsAwgpTktVDYzAE5YoMypxAAAG4QLl0M+Tu0CAACIW4bdAwAA+LM6DKbLCwDgdK0NQ8oPP11Vr/xFdepm2DpHqAwAAGAKgmUA8NF6YmJeJxmmpqiZ/7L1IHvHAQBIUoMiD5cBAACQeEyFAQApxOwf35HMgwkAgGPQrQwAAGAagmUAQNRqupUBALCUmUEwoTIAAICpCJYBAAAAOJcZgTChMgAAgOkIlgGkrEJP+HkboxXJ3Ml2za8cyTQYkYzNO7cy02AAABIlnmCYUBkAAMASBMsAAC8ugAQAcKxBRvQhMaEyAACAZQiWASAFmNWtXINuZQCAbSINiwmVAQAALJVh9wAAIJXYNQ1GJCIJn7loHwDAEWqHxvmewPcDAADAMnQsA8DvWk+0ewTWMLtbGQAAx4llmgwAAADEhWAZAExSO5wNd9spCgZ1i6pbmWkwAAAAAAAAwTIAJDEuxgcAAAAAAKxAsAwACeD2buUadCsDAAAAAACJi/cBSFGFHk9CXsfOQNnMbmUu2gcAAAAAAHzRsQwAKcqpXdQAAAAAAMD5CJYBwAROC2nDdSvXjJeL9gEAAAAAgFgQLANAFJwWIAMAAAAAANiBYBkAJLWeGPtznRY2060MAAAAAACsRrAMABFyWoAMAAAAAABgF4JlAIhSwaBujg2ZzexWrkG3MgAAAAAAqC3D7gEAgFs5NVwOJtpQuWYaDAAAAAAAgNroWAaAJBFNF3Kk6FYGAAAAAACBECwDQAqgWxkAAAAAAJiJYBlAyin0eOwegulCBcaxTtlBtzIAAAAAAAiGYBkAUgTdygAAAAAAwCwEywDgcnQrAwAAAACARCNYBpDyWk8Mv0ysAa2dfMcczYX9Ink/UG3u3Lm65pprdPPNN2vNmjV2DwcAgKRDrQUAwHqx1luCZQBwsWCBcVxB+KDU6VZetWqV+vTpo3Hjxnnvmzp1qoYMGaKBAweqoKAg7Do6deqkE044Qc2bN7dyqAAAuBK1FgAA69lVbzNiGi0AwHaRdiFH062cDCorK1VWVuZ3X0ZGhjIzM+ssu2LFCvXs2dN7u7i4WOPGjdPXX3+t8vJyde3aVcuXL9eSJUs0duxY73LHHXecRo0apW7duum0007T+vXr9e9//1sjRoywbsMAAHCIqqoqai0AABaLtNZK9tVbgmUASDKu7VYur5JGFsa5kj2al71So0aN8rt35MiRuv/+++ss3b9/f61evdp7e8GCBWrfvr08Ho+ysrJUv359rV+/Xl26dNHbb79d5/nr169Xx44d1bhxYxUVFcU5dgAAEmDCZknpcaygSGvar1F2drbfvdRaAAB+99ZP0luFcaxgi/bk7Im41kr21VuCZQBwoUinwEi1bmVJ6t27t2bNmuV3X0ZGZOWuqKhIDRo08N7OyclRUVGR2rVrF3D5devWadasWSouLtbf//732AcNAICLHH300VqyZInffdRaAADM07BhQ23fvt3vvkhrrZS4euuaYHn48OHKysrShg0bNHr0aLVo0SLgcg8//LCee+45fffddwkeIQC4XJLMrZyenq6srKyYntusWTOVlJR4bxcXF6tZs2ZBl7/kkktieh2notYCACKRlpZGrY0RtRYAEKlYa62UuHrriov3zZkzR9u3b9ewYcN0zTXX6N577w243IoVK7Rx48YEjw4AEotuZet0797dewXc8vJy7d27V23btrV5VIlBrQUAJAK1lloLALBeouqtKzqWP/nkE5100kmSpG7duumvf/1rnWV+++035efna+jQofrwww+DrquiokL79u3z3q49ETYAuFHcoXKSdCtHa9q0aSooKFBmZqaOOeYY9e3bV7m5ucrNzVVpaany8/OVluaKY7Bxo9YCAKxArd2PWgsAsIpd9dYVwXJRUZGOPfZYSdVt4Lt27aqzzIMPPqi77rpL6emhL0QxZsyYOhd1AoBYDVWe8jTU1jHEdbE+KWVDZUm67LLLdNlll/nd169fP/Xr18+mEdmHWgsAsAK1dj9qLQDAKnbVW8cEy5WVlTrttNPq3N+pUye/eUHKysrUuHFjv2XKy8u1fv16TZs2TTt37tQvv/yicePG6eabb66z7LBhw5Sbm+u9XVZWpqZNm5q+PQDcofXE+J6f6FA5kk5kpsBAMNRaAACsRa0FAKQSxwTL6enpWrBgQcDH5syZozfeeEOS9NVXX+mss86SVF14S0tL1aRJE73yyiuSpMLCQr377ru65557Aq4rMzNTmZmZFmwBAFgrUGBMtzKiQa0FAMBa1FoAQCpxxWRWZ5xxhg455BCNGzdOr776qsaOHStJmjp1qh544AHvclu3btXEiRO1Y8cOPfzww3YNFwASIlCoTLcyYkWtBQDAWtRaAECy8RiGkdLtamVlZcrOzlZpaamysrLsHg6ABCj0eLz/P5KpMOLuCjZB7cDYlFDZQd3KGzZsUJs2nSQtj3NNIzR6dDv985//NGNYMAm1FgCcoUmTJtq5c7qkI+NYy1vq2/dzzZgxw6RRwQzUWgBwhrPPPlsff9xX0p/iWMtqtWz5d23evNmsYVnGFR3LAJAITgiQg/EdmynjdFCoDAAAAAAA3McxcywDAEILFSgzBQYAAAAAAEgkOpYBIAQndzHXcPMUGAAAAAAAwJ0IlgHAhxuC5LgQKgMAAAAAABMQLAPA79w4nYQbxwwAAAAAANyPYBkAaqnpWnZ69zJTYAAAAAAAALsQLANAAE4PlaNGqAwAAAAAAExEsAwALsQUGAAAAAAAwE4EywBgoaHKM32dTIEBAAAAAADsRrAMABYZqjzlaaip6yRUBgAAAAAATkCwDAAWMTtUjhqhMgAAAAAAsAjBMgC4BPMqAwAAAAAApyBYBgAfTg1voxlXwaBudCsDAAAAAABLESwDgMNFG3b30kKLRgIAAAAAAFCNYBkAHIyL9QEAAAAAACciWAYAh3LqtBwAAAAAAAAEywBSVuuJdo/AZHQrAwAAAACABCFYBpByWhuhA1gndAozBQYAAAAAAHAygmUAcBhCZQAAAAAA4HQEywDgIITKAAAAAADADQiWAaQkJ86vTKgMAAAAAADcgmAZAByAUBkAAAAAALgJwTKA1BQmmE3UBfx65S8iVAYAAAAAAK5DsAwANokpvCZUBgAAAAAADkCwDAA2IFQGAAAAAABuRrAMIHXZFNQSKgMAAAAAALfLsHsAAJAqYp63mVAZAAAAAAA4DMEyAFgsrgsBEioDAAAAAAAHYioMAKnN4uCWUBkAAAAAACQjOpYBwCJMfQEAAAAAAJIVwTIADDKkfI9pq6NLGQAAAAA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GAMA9ZgPlfHODIM2tAABA4Zy4aN9ize5aZxmwgmDZx8ISKmeSK1T1OydC4OQ2ktv2askMupgBAHBI3Uc1tsBTWd0OlNPnIqnbTx8DF9gBAMA5bnUrA3YgWPapMIfK6YIcMkuZx2z255fpoM7JkJkuZgAAHFZn/OAwU5ib7X52SH2uqrqNgZyPAQAQRk50KwN2IliGrwQ9ZE6yM2zOtV2r26SLGQAAh1gIlL1e9iI1XI5SswMAAF5zs1vZj+srN8ZiZA8BQ7CcwqmrbMKcbKdkBlW2/bCyn2a7mTN1QhXaxcybPAAAOZgIlCX3u5TtwrwAAABnkFEhCAiWs8g3aXd6Ul/owUUUhP2UTLv2zUg3c65OpHxdzATMAABkYDFQ9qpL2eh8k/WVAQBwhtFu5aDnJORe4UCwjEAIW/eyG/IFzclwOVfXc64uZgJmAAA+YnLZC8m9i/MBAIDg8HO38mwt9uUyGvAGwbKP8elNT2HvXnZSIR3NZrqYCZgBAJHlYKCcel+nMM8EAABGESojVZHXAwgiN4PN9I5ScBBkl1y/V7l+74YuyfzpaWMs5uqFBgAA8ExdzPEuZT/O/9I/XOZDZQAA7JF6LF1It7LX84TZWmzr9vzcoY3c6FjOwy9dw34ZB6Il1+9dti5mOpgBAKFlYR1liWUvAAAAEC4EywXwS6ibay3cqOCAy32FHAxnWouZgBkAEBoOB8qp93VLVOeSAAD4DWf+IsgIlg3yS7BpdBxuXfzOiYMUv7zmUWckYJaOh8yNsRjhMgAgmCwGylKwu5QJnwEAcFcQlsEAUhEsFyjof7hujT/orxPyK7SDv1sXc/LAvJqAGQAQACYDZcnfXcpWsL4yAAD2C3K38mwt5kJ+4OJ9AIwzclGhbp+4WjhQBwDAaVYuRJtaG4N6cT4AAOCdIF3AjkAZSXQsoyBmT4XkoCncTK0/XhejcxkA4CtGr8SeLmhdyixxAQCA98x8mO2HeQSQylSw/OGHH+qZZ57Rb3/7W7366qs6fPiw+vTpoyFDhujKK6/UddddpzPOOMPuscImbh5MGHku3iCDycjBdBeWxgAKQr0FnJV+QGc0VA7LWsqZpO4Py2AgzKi1APwgSN3Kdqiq2xi4uREyMxwsP/3003r66ac1ceJEzZw5U0OGDFG/fv0Uj8fV1NSkV155RYsWLVLv3r01f/58VVRUODFuFChIHSnpY+VNJljoXgbsRb0FnONmoJx+fwD+Qa0F4BW6lREWhoLlhx9+WGeddZaWLl3a43t9+vRRnz59NGzYME2bNk379+/X/fffrzvvvFMnn3yybQNGfkEKk3NJ3Q/eQIPBdPcy4TLQDfUWcIbVQFkKfqgclnkiYBW1FoBfBLlbmQv4wVCwfN111+m0007LeZ/29nYVFxfrtNNO0/z58/Xuu+9aGiAKF+YDBULmYDHcvUy4DHRDvQXsRaBsHstgIKyotQC8YvZCwX6zWLM1W4u9HgY8VmTkzvkKryTNnTu36/9jsZgGDhxofFQwpKpuY6hD5XRR29+gMnxAXReO4grYgXoL2KMxFiNUBpARtRaAHxQ6L2FuAb8yFCyne+CBB3TKKaeouLhYxcXFKioq0uLFwfy04swfeD0CGEW47H8UP8AeYaq3gNOSYXKmQNnMWsqpyzwFPVRm7gRkR60F4IawdCsDSZaC5ZaWFr3xxhtqb29Xe3u7Ojo6NGvWLLvGBiAEDB1g07UMZES9BfLLFCZL5gJlSaYCZT+HymawDAaihFoLwG1erq3slyUswjZ3iiJDayynGzZsWI+LF9x6662WBgQYUVW3kTeiADB0UT/WWwZ6oN4C2WXr/DF7sGZ02Yv0xwAIJmotAKeZ7VYO2zyDM6jCxVKwPGbMGP34xz/WBRdcoOLiYknSkiVLMl5ZF84xfKE0wCP8rgLmUG+BnuwOlCWDH4SmPcbvjNZfupURNdRaAG7ysltZ6rzwntdoFAwHS8Hyd7/7Xb322mvq27dv123bt2+3OiaYENXAjjeh4Cnod5WuZaAb6i3QKVenj9uBcurjAAQftRaAk8K6trIfAmp4y1KwfNVVV+mJJ57odtsjjzxiaUBBM1uLffOHZPagKKg4mAMQFdRbRJ3TgbIU7lA5KnNDwApqLQC3GJm7ODHf8FOOheCzFCyXlZX1uG348OFWNgkbpL/xhO1gIkgHcsgsqh32gFnUW0SVE8tdJNGlnB3LYCCKqLUAnBLWbuUkguposxQsv/7665o6daouuuiirnWoVq1apQ0bNtgyuFRLly7Vxo0bFY/HddNNN6mqqqrb9x944AEdPHhQ+/bt05133qnzzjvP9jEEVbYDIL8He1E4cLNb8squXr2pGykoecNllsNAAGzYsEGvvvqqNm/erOuvv15XXnmlI8/jVr2l1sIPnOpOTrJyhhdzE8B91FpqLRBk6fMaO+YyrE0MJ5itt5aC5RUrVmjq1KkqKipS4qNOhoQDHQ3Nzc2qra3Vpk2b1NbWpnHjxmnLli0qKiqSJO3cuVOrVq3S7373O+3Zs0df/OIX9fzzz9s+jrDxyxtRlXpO1uo1wYORBFsyVE7+P58YAvlt27ZNM2bM0DXXXKM5c+ZIyn/Al2rChAkqKSnRSy+9pPPPP9+xcbpRb6m18JqT3cmS9SXD/DJvMoqL9sFr1NrjqLUAjMg097CjQZCsIJy8qreWguX7779fn/jEJ7rddsUVV1jZZEbr16/XyJEjFYvFVFZWpl69emnnzp0aMWKEJGnt2rUaO3asJOnMM8/Ua6+9pg8//FAnnHBCj20dPXpUx44d6/q6tbXV9vGiMJkC5dTvES5b41W4TKgNr7W3t/d4by8pKVFpaWmP+27dulUTJ07s+jrbAV9DQ4PuvffervuNHj1aCxYskCSNHTtWd9xxhx555BH90z/9kyP75Ea9pdbCC053J0vW1lFOfzyATh0dHdRaE6i1QLTY2a3s9zPO4YxCa63kXb21FCynF15J+vjHP25lkxk1NTWpoqKi6+vevXurqampqwCnf7+iokIHDx7UoEGDemxr0aJFXS8YvFWvCTnDZVjjVbhLqAyzWlXWrfPejEb9SIdeeKHH+/z8+fN1zz339Lj/9OnTu13xPdsB39ixY7Vs2bIej1+3bp2uvPJKnXrqqdq/f7+lsefiRr2l1sItboTJkj0XNQ56qGy1WxnhVKs5OkmDTT/+Xa3WCTtWqry8vNvt1Nr8qLUAvEYjmDse0+f0G11l+vFx7dQHH3yj4ForeVdvCw6W9+zZo1NPPVUnnXRSwRvfvn27Ro0aVfD9s6msrFRLS0vX183NzaqsrOz2/V27dnV93dLSogEDBmTc1ty5c1VTU9P1dWtra9b7Rol3n351P7gM+gGcX1AoEGWTJk3S6tWru91WUlJYuct3wJfuz3/+s7Zu3ar9+/fry1/+svlBp/Cq3lJr4TSnl7pIsiNQTt1OlLEMBrI555xz1NDQ0O02am1+1FogOqx2K1s94wrB16dPHx04cKDbbYXWWsm9elvwiAYPHqz77rtP1157rS644IKc921vb9cvf/lLnXrqqbYEyxMmTOhaH6StrU1HjhzRsGHDtG/fPg0aNEhXXXWVli9fLkl68803de6552Y8XUiSSktLs7aNh1lQ3ojyjZODvOz8ECb7YQxAcXFxxiu7FyLfAV+622+/3dTz5OJVvaXWwgluhckSgbJVdCvDiKKiImqtCdRaAF7jmD1YzNZayb16W3CwXFJSojlz5ujhhx/WP//zP2vcuHEaN26cKisrdeKJJ+rQoUPau3ev6uvrtXfvXt1555362Mc+ZmpQ6fr06aOamhrV1NQoHo+rrq5OjY2Nuvnmm7VhwwYNHz5cf/u3f6uFCxfq7bff1kMPPWTL8wZZUIJko1L3K6oHfmGR93e0mi4puC/TAd/w4cNdHYNX9ZZaC7tkCpOdCJKT7AqUU7cVBlZfD7qV4RRqLbUWCDvWVs4ubPvjZ27VW0NrLBcVFWnGjBn60pe+pGeffVbLly/X3r171dLSosrKSp177rn6h3/4B1166aW2D3TatGmaNm1at9s2bDi+Pu83vvEN258zaKL2B1pVtzFUB4BRErXfVfjX8uXLVV9fr9LSUo0aNUpTp07tccCXvFK7m7yqt9RamFbXeQCV2vXqZJgsESgDQUGt7Y5aCyCfKM1LyAbs41W9jSUS0W5HaG1tVXl5ueI/kMpSzjIK2h9ylP8Yg/azirqCf1fpWI6U3bt3a8TFF2rs4VWWttM480eaeerFmjdvnk0jgx26am08bul0LvhMXfaL8DnFifUGwziPsHrRPrqVw6t///464+U6nTTcwsX7frFaFz7zmlauXGnfwGAZtRbwBzu6lfN9eB7kuUuuOUpyPhL0ecjVV1+t3bddrgHTLFy8b8tOHfq7edq7d6+NI3OGoY5l+FOUQ2UEC6EyAASYB0Fykp3dyenbBAAAsIOdoXLUcK2H4CJYRqBF9U03iAiVASCAfBAmSwTKRljtVgYAAN6jgRBBYThYrqurU3V1tRNjARBSFEXAOOotPOFhkCw5FyanbxvZBf30U8AIai0Au7ixBAbgR4aD5dmzZ+v111/Xj370o67btm3bpsrKSg0cONDOsblqzz9K5zp8kRnYiwNE/zNcEOlWBrqEtd7Ch3wUJksEym6iWxlRR60FEDTMa+A3hi8HOHv2bO3fv1/Tp0/X0aNHJUlDhw7Vb3/7W33hC1/QQw89ZPsgkVvU3ljqq8dHbp+DiFAZsIZ6Cyc0xmJd/1QX8yxUTtby1M6c5D+7nyNKrL5+dCsjaqi1AOxgR7dyEt3KCBrDHcsnnniinnjiCd1xxx265ppr9Mwzz6iiokJf+MIXdPXVV+uCCy7QjBkznBgrcojCKRNROzgMMkJlwDrqLeyQfqCTZOWAxyynO5OzPQ8yo1sZoNYCsM6uUJn5C4LKcLB8+PBhxWIxPfjgg/re976nqqoq/fa3v9XAgQM1aNAg/f3f/70T40SBnFyb0Au8uQYPoTJgD+otjMoWIqdzI1TOVr+dnJtEfc5AtzJgHLUWgJ94meHM1mJJ0mLN9mwMCCbDwfJzzz3X9f933323Bg0apIkTJ2r16tUaPny4Bg8ebOsAYZ5bnUF2i/qBYVCZ+v0iVAayot4il0JD5FROBcq56rbTcw8/zRlma3FgDsboVgY6UWsBWOF2t7JT855kqJz8f6fmM0HJpGCM4WC5V69e+upXv6ra2lr169dPX/7yl3XKKafo4x//uJYtW6aSEsObhEsKeRNy4w/dTweBsAehMmA/6i0kcwFykttBspsHC36aS6QejHmFbmXAHGotALtYnXd5Fbr6YR6DYDNcKevr6/XOO+/od7/7naZPny5J+tSnPqUBAwbohhtu0PDhw20fJNzjpwM1+B+BMuAc6m10WAmPU7kZJHtx8OO3OYpfDsSM/izoVgaOo9YCMMuu+ZuX85tscxkvz8Liw+7gMfUR7MCBA7sKb9Lll1+u3/zmN7rmmmtsGRgAfyNUBpxHvQ0+uw460tkdInu5nEUuVg+2kmO386AtV6AcpOUwkjiAQ9RRawEYVmfPEhhJhcy1/PYBO5Bk67k9o0eP1quvvmrnJn2lqm4jf8yIvEIDhtSOqKFLRKgM2Cjs9dbvnAqLM3GiC9kvHcjZmJ1rubEPhXQpuxku060MOIdaCyAXO+ZofuxWBoyyfdGoPn362L1JX/DTAVeSH8fkNIJ9bxXyO5d+0EonFOCMsNZb19UVHhLbGco5tWxFutS6mXwP9+P8wWh9d3sfjB58BaVzmRoN5EatBdCDgbljIbyYlxEqw05cjaAAqX/oXnct+/Fg0E1ev/5Rle/3LlPYwsEqAK/Va4Ik+2qnW2GwWUEJkSVzHxRzUZvu6FYGAMBlNobK9dXjC67lbi3p5RXmKMFGsJyHXw7I/DIOPyBcdo+ZQFkiVAbgrmSAnPX7H9WMsNdSv++fV2Eyc4bMqNUAAIRfMkherNkFh8pBOOsK/kGwbILbwabfDxTdxgGi83L9zuX6NJGDVACuSe0YKbAu+GltYb9eLM9Oflgr2eqcwY9dPRLdygAAuM6jbmW7ZJrTpAfIfp33wN8Iln0uLAeXdiFUtib99yn99SRQBuBrNq9pJ/mrrgS95vshSE7y+ufq904f6jYAAN4wOkexMqfJFRS7PVcJ+jwX2REs+xh/eN15fZAYRIX+DhEoA/A1BwJlvwlizfdTkJwq7PMFupUBAHBZCC7Yl8rvH4AjWAiWs8i33AXr/LqH17lwRgpUrtNv8h2EEigDcE2eiTw1wnl2vMZuHUD54ffByYM1O15HajgAAAbYvASGW1jWAm4hWE7RONM/V3z3+hMsP/DDwaETCvnZGtl3s78rmR5HoAzAVwiVXWXn6+n2PMaJ3wUzB2R+6wCiWxkAAAscOGvOaDOY3fw2V0HwESzDd8IUFDhxYG33NgmTAfhSxEJlNy4s6PRr5sWH4n76PXD6QI1uZQAAgsuLC/YFDfOUYCJY9qmoven46cDQLLt+Xm6EC4V0MPGmDsAzEVhTuRB+r41ezlOcfm0KuXK639GtDACABR7PR524aF8hc5mgzXfgPYJleMbvB8y5uNFF5sQBO4EyAN8rYBIf5PoRdF5/6O3Gzz79YMwPB1h0KwMA4CKbQ+WoNQ6my7XvfBAefATLFjh9Ab/ktsP0BhTUMMCpn0Hq6+HUcxAmAwCs8MM8xK35Q2qo7IdA2SwO0gAAMM/r62951a0MmEGwHABuhI92C2qAnOTk6+z0z7PQg0nCZAC+Q7eyb/hhvuHlz9pPB190KwMA4J7GGN3KgBEEywHj1pIJhQjbwX0UwmSJg0sAQGZ+Oejxan6R7PAJeqicPieg7gMAUBg/hMphy1kQfgTLeQTh0yXeeMxzI0yuqttImAwANqDeOcfruY7XP9vZWuyrQBkAAHjHy2UwrGAZDHiBYDkHp9dQhjecDpOT27f7eYyul0iYDCBQPL7ydpRF/cwnv4bKdCsDAOCeZLeyXaEy3cqICoJlRIqdB8+ZLq5ImAwACBK3Q2U/HjCFJVQGAADm2L0EhkQtTyr0dSDLCC6CZZhi5U3Sq4NKM2POFB5b2V4hCJMBoCc/BpLIj5+be+hWBgDAuNRQOYzdykY+QHf7w3aj2Qf8iWA5TeNMY28mfl8uw4+fknnxmuV6HXJdENGN18/MmykHiwAAO+T6ANXK9mCeH+duAACEnZehsh2yra9s5PF+PIsL/kewHDAcbJiT70DX7deVMBkA4CfpddLoB7JOyFebwxhim52P0K0MAIBxflkCI4xzGkQHwXIebgeOBMfuCEKQLHFgCADwhhcHOMyBzOE0UgAAjPPLEhhOogMZbiBY9pif3nTcEpWDVcJkALAHXRzhFMU5UC52vR7MIwAAyM1PobJd89xkiGx1SQzAKIJluMZP6yo7wUrHEAeBAJCd369ngMIRJmfGEhgAALjDieUvpOAvgeFEd3Ohrwnzl2AjWIYr3HjDpCsZAAD/caI+++lADAAABJPX3cpO8vsyGCzlFR4Ey3BMGMNkupIBIDpSTyX0++Tcb5ysz2ELlQt9rdIPWulWBgDAmCAsgZG6LbfmPLO1mLkuTCNYhq0Ik7vjIA8AgolQ2Ti/deoEgZHXjNcXAADzghYqA0FBsPyRM+NxHSgvd/U5w/KmEbYwmSAZAIDCuVWjw9apbATdygAAmOdEqCzZOwfyMh/ycn1lBB/Bsof8uA5Podw6uHPr9SFMBgCPVSekOmcupmIGXcq5uT1/CWOobHYJjHTMQwAAyM6pi/XZ3a0MBBXBcgaNM+39FCsM3H7zc/qA1epC8RzEAYC7quo2MhH3CUJl66wsgcHFbgAAMCcqS2D4vUEidS5DthJ8BMs2sHKw68euZS8P4Jx8LehKBgDAGjfnLGEMlI2iWxkAAPP8tK5yNn7LgwCjCJZ9IHngFOUOIKf2nTAZAAB7sJayPawsgUG3MgAAhfHbusqZ5je5thX2+RDCg2DZR5zqXrb6hmRkTGaey+59NnvQRZAMAIC3wn4QZWeozLwFAIDMnAqV7VwCw6kP7I0sgzFbi7lwHywjWE4xNJFwbGH3QqW/4Tgd6hp9jkK2ZWQcdj23mTCZAzIACBbWWQ4nfqbdFfJ6MIcBACAzv12sLxO/BK9+X4sZwUCwbJHTB0N2bd/NNy63DvwJkwEgZKoTUp23H/AiO7vPrIpaoFzIa5dteTSWwAAAIL/0UNkP6yqbme+YnSM51YFsJy7cFz4EyyYF4WDIq0/BjLw2Rju0jR5Y8UYFAIB9rIbLTsyfkuPx89zMSqicjrkNAAA9BSVUdjKn8XuojHAiWA4Jv5xKYVau8RMmA/CzDz74QGPHjtXrr7/u9VAAV6QeJOWbfxgNe6u0ofNxmpD/vmnPHeSlUnKNm84egFoLIDcnQ2U7Hxv03KYQUdjHMDNTbwmW0/hhneV8/PyHavgAMsu+GAmTOcgC4KUnn3xSw4YN83oYodI4M/sBQZDDwzCy42eRDJMLuq+P50DZGAnfWQIDyIxaC6BQdofKbq+rzDwXXjJTbwmWTXDjDz2IB052XLSv0AMowmQA2bS3t6u1tbXbbSUlJSotLe1x323btmnGjBm65pprNGfOHEnS0qVLtXHjRsXjcd10002qqqrK+lytra06duyYevfube9ORFl1Qprp7w94YZ9MoXK2buUgzo2shMrpmPvATzo6Oqi1AHwhtTHQL6Gy0SU/o4KzsIwrtNZK3tXbwATLd999t8rKyrR7924tXLhQp59+erfv/+IXv1BDQ4NOP/10bd68WUuWLFFlZaXp58vVLeWUIL7ZuNWhzJsOEH7tfy3WxoXZC11BXl6qF8pf0IIFC7rdPH/+fN1zzz097r5161ZNnDix6+vm5mbV1tZq06ZNamtr07hx47RlyxY1NDTo3nvv7brf6NGjtWDBAj3xxBOaPn261q5da23cPuF2rc3FizoMdxUaKgdxfiRZXyaEgy84ZcuD46X+w81voGGnTtixUuXl5d1uptYWxk+1Fgg6J0LlJC9CZbqVw2PnsvO08zULx7b7+6r3Bx8UXGsl7+ptIILltWvX6sCBA3rkkUf0wgsv6K677tKjjz7a7T5NTU364Q9/qOLiYi1evFgPPvhgj2BBko4ePapjx451fZ2e/rspqAdKdn76litQ5iAKgBmTJk3S6tWru91WUpK53E2fPl3bt2/v+nr9+vUaOXKkYrGYysrK1KtXL+3cuVNjx47VsmXLejz+8OHD+s///E/t2bNHzzzzjKZOnWrvzrgoSLWW5TCCLz1UtiNQDtLvBJ1MCLpzzjlHDQ0N3W6j1uYXpFoL+J1TobLdF+uLEuYz9urTp48OHDjQ7bZstVbyrt4GIlh+7rnndOmll0qSxo8fr5tvvrnHfWbPPn71y46ODlVUVGTc1qJFizIW5lRDEwmpzv7TcIP+R5Z8g7VjPzIFygTJAOxQXFyssrIyU49tamrqVj969+6tpqYmjRgxIuP9//Ef/1GbNm1SIpFQr169TD2nX7hda3NJXu+AruXwynVxPjPzDL8dyOXah0JCZbqV4XdFRUXUWhP8VGuBIAtKqEy3MqwyW2sl9+ptkekRuij1xSgrK9Phw4ez3jcej2vdunW6/fbbM35/7ty5isfjXf8OHjzoxJAzCvobhd3B+NBEots/APBaZWWlWlpaur5ubm7Oe/rp2LFj9corr2jKlClOD89RYam1CLaohcr5MD9CGFFrqbWAFU6GynYKemMhgs+teuubjuX29nZdfvnlPW4fM2ZMtxejtbVVffv2zbiNo0eP6o477tCDDz6YdbHp0tLSrAtdd1OdvWuZU3AtqO48QBpa7fE4ACCDCRMmdF3ooK2tTUeOHNHw4RbWofQZ39XaAmTrWo5iLba6Zq+fReGU00I7mQq9kDEQVNRa/9VaICicDpW9ulhfkOYzZnE2lvvcqre+CZaLi4u1fv36jN9bu3atnnzySUnSyy+/3JWct7W1KR6Pq3///jp27JjuuOMOfetb39KIESO0cuVKXXfddW4NH9lU84YBwL+WL1+u+vp6lZaWatSoUZo6dapqampUU1OjeDyuuro6FRUF4uSeggSp1iaXw0Dhghq2hylUzrYvZkJlDroQFtTa4/xWa4EgIVT2Nzq0vedVvfVNsJzLVVddpbVr16q2tla7du3qunrh0qVLtXnzZv3gBz/QrFmz9Oyzz3YtVH366ac7WoDNHrxZWbMnMAiTAQTEjTfeqBtvvLHbbdOmTdO0adM8GpF3/Fhr0V0hc4gghctW5kNB2UfJ3JqLhMoIE2rtcdRawJywhsqAnbyqt7FEItoz19bWVpWXlysej2deFDvPRfzMHtgE4Q0n36mYXW/oBMkALNq9e7eGnXexdNdhaxtaNVMLP3mq5s2bZ8u4YI+8tTaLQg4ighQw2iUMS2KEqUs5KX2fco2VbmV4pX///jr0hZel/hZOhW34haYmntHKlSttGxesM1trAb9LP4PNrmDZ7lDZzLb8PK8xKte+p2dLYZ/nXH311VrT7zbpfAuB7v4tGvzrv9PevXvtG5hDAtGx7Kkcay1Lx/948r0h+DlINrqWX9jfBAAA/sByGJkF+SAkrF3KVkPlVMyzAADoFOZQOUyM7DvznPAhWLZJUN5EzF4Qhj9+AICXsl3ED+Hn50A5EzOhcnJ+xnwLAIBOQVn+wuy2ss0XqrRB9ZpgeHuAVwiWC5Gna9nPCJIBAGEWpDWFoy6sp4eG4ew1AAD8xOlQ2c7H2x0qA0FDsFyogITLBMkAgDBJXQ6DruVoCEqgnMpKqEy3MgAAx7kRKtsVBtv5oXFYQ2WuIRF+BMtG+CxcNhsiS/xBAwDCI71rudAOUvhD0H9OVsc/dIm4EDIAAIpGqJxxWymhctCWweCMLBAsG+VhuGwlSJYIkwEAwUTXcjgEPUA2iwMuAADyi2qoDAQdwbIZLoXLdCQDAFCYTGsts/4yvFbQgSfdygCAiItyqBzkbuV8rDZHIhgIls1yIFwmSAYAIL9cXct0h8IvCJUBAMgvSKGyk5wMlWdrsRZrtu3bNfK6klmFF8GyFakHAyZDZjNhMn+QAICoSV0OI5tMk1u6luEFQmUAAPJLzu3sXubMqVDZyW5lJzkRKgNJBMt2MRAyFxomEyADAJBZUNdaLuSAhCA82OiaBwAgv6iHyt3uE8BuZSCJYNkJeTpQhla7NA4AAEKkkK7lTPzQtWzkYCR5X6/HDOMK/jnTrQwAiKo6ZwJlKXihctjWVE6V2lBJ02S4FXk9AAAAADOMLCcVxC7SqrqNXf8QIoTKAICosvk6VamCFiqnP4dT8z2nupWZnyKJYBkAAARGVDsemLz7H+sqAwCQg0uhsp2PdzpUdrqBYLYWO7ZtIImlMAAAQGAZWWu50CUxsk3wrRy01FePt3zgwBIZ/kXwDwBADi6GykZrspehstO8WluZZTCihY5lAACAAvglPPTLONCJdZUBAMghQqFyoYI+lwv6+GEvgmUAABAo6Z0Pbq61bOXxdnYaM6H3B0JlAABycChUrq8e71iobIWVM+PsxjIYcAvBMgAAgAGEy5AIlQEAyMnBUDmdnaGyU0tgROWCzCyDET0EywAAIHC87Fq2ug3C5eDjdQcAIAefhsqZOp3NbivfuIxu1+4OaqfWV2YOhHQEywAAIHLCFC7DXYUeHNZXj6dbGQAQLXUxX4fKuXgZKgNBRrAMAAACyUrXci5GQl+r4TIBc7AY+XlXaYODIwEAwGdcXE9ZIlT2I5bBiCaCZQAAEEl2TfatbodwORgK/TnXV48nVAYARIuLXcpS+EJl5oIIMoJlAAAQWE51LRtlR7jMQQUAAAgcn4bKTs6totqpHNb9gjUEywAAILKyTZDNHIjYMdlOHgQRMvsLS2AAAJCBj0PlQhiduxUyRzOzzTBgGYzoKvF6AAAAAFYMTSTUGDt+YNM4Uxq6pPDHV9VttG1Sb+e2UreTfpASloOQIDB0gMjF+gAAUeFAqJxrfuOHUNmLbfpZffV4uphBsAwAAJCJ2cmyneFy6ljgPkJlAAAycDlUtvvxfgiVgybT/iVv82opOvgDS2EAAIDAs7rWst0HA2E/uIiCXD/DHgeYhMoAgCioi9keKtuxvISTH8A7FSoHvWkg2/hZBiN6CJYBAEAoOBEuW5n0Ey4HV75Qudv3CZUBAFHgUZdyvppsdK5m98X/gjrfm63Flh4f1P2G/QiWAQAAHMKkO3gMhcoAAERBAaGykYDX6oWKzT7e63WajW7fSYs125btcNE+ECwDAIDQ8FvXcrZtwp8Mh8p0KwMAwq7AULmQ+Y6VQDn5WKdD2SiEykZxEWnkQrAMAACQgnA5mgiVAQBIkydUTga9hYbKZrgRJht9niiFypkwr0UqgmUAABAqVruWJefCZSbi/kSoDABAmgJCZamwC+v5OVA1Or6oz+VSXyuWwYAklXg9AAAAAKc1zpSGLjH2mKq6jY4cCDm1XZhDqAwAQBobQmU/znW8PAPNj69HIVL3mWtNIBM6lgEAQOg41TVh10EBk3J/IFQGACBNgaFytu/5vUPZrCiGyrnQrYwkOpYBAEAoDU0k1Bg7fnBkV9eyXd0ayW2E8WAj6DL+TAiVAQBhZzBUjsIcxuqcLyyvEd3KyIaOZQAAgBycWG853/bhvGyve8bTewmVAQBhVhfLGSqHtQs5H0Ll/OhWBsEyAAAILTsu5CcRLoeNoVAZAIAwI1DOiFC5+9l1qa+H2fk0wolgGQAAhBrhMlLle51ZVxkAEBl5QuWoIlQGCkewDAAAUCCnw2U4i4v1AQDwkSyhcpS7lCVC5VSZfhe4aB/SESwDAIDQs6trWcoeLttxIEHXsnMIlQEA+EiOUDnKCJUzY36KXEq8HgAAAIAbhiYSaowdP5BqnCkNXWJuW1V1GzMePHDFbH8iVAYA4CMZQuWwBqJGeBEqpz9nkH4OdCsjiY5lAAAQWXZ3LkucQuo3hMoAAHyEUDkjP4TKfsVF+5APHcsAACAy0ruWnZQ8yDB64JCtGxrGESoDAPCRtFCZuUYnt0PloATKudCtjFQEywAAIFLsXhJDyn1Qkfq9MBxMBAWhMgAAH0kJlQmUjyNULhzdysiGYBkAAESelXBZKrzLOFcXMwd69jF84EaoDAAIqXpNUFXy/5lrdHEzVC7kufz4s8k0brqVkY5gGQAARE6mJTHcCpclfx48hEW+g7ce3cqEygCAkGPe0Z2VUDlKXcpAIbh4HwAAJj3//PP6/Oc/r9tvv107duzwejgwyImOCw4evEWoDIQPtRYwr14TvB6C7/gxVPZ78J9cBoNu5XAzW28JlgEAkbVt2zZNnjxZtbW1XbctXbpUs2bN0owZM1RfX593G2PGjNGFF16oQYMGOTlUuMSO9eMIl71RSKjcDaEy4ApqLeANQuWe/Bgq+1XQxx9FXtVblsIAAIRKe3u7Wltbu91WUlKi0tLSHvfdunWrJk6c2PV1c3OzamtrtWnTJrW1tWncuHHasmWLGhoadO+993bdb/To0VqwYIHGjx+vyy+/XDt37tQPf/hDfec733Fux+AIJ5bEkIwtiwHrCJUBd3V0dFBrAR8jVO7JbFDqdKDs9/ki3creKrTWSt7VW4JlAIA/tHVI8xstbuQDvVD+qhYsWNDt1vnz5+uee+7pce/p06dr+/btXV+vX79eI0eOVCwWU1lZmXr16qWdO3dq7NixWrZsWY/H79y5U+eff7769u2rpqYmi2OHV5wMlyX/HzAEHRfqAwx6YK+kYgsbaNKOkTtUXl7e7VZqLeAPhMr2iVqXMmz09DvS040WNvC2Puj9QcG1VvKu3hIsAwBCZdKkSVq9enW320pKCit3TU1Nqqio6Pq6d+/eampq0ogRIzLe/4033tDq1avV3Nys2267zfyg4TmnwmWJ7mUnGb3KepU2ODkcIDLOOeccNTQ0dLuNWgt4j1A5Mze6iM2Eyn6dH6bvC93K3ujTp48OHDjQ7bZCa63kXr0NTLB89913q6ysTLt379bChQt1+umnZ7zf/fffr5///Od67bXXXB4hAMAPiouLVVZWZuqxlZWVamlp6fq6ublZlZWVWe9//fXXm3oev4p6rXU6XJb8ewARRITKgHeKioqotSZFvdYCbiNUtsaOeTDMM1trJffqbSAu3rd27VodOHBAc+fO1ec//3ndddddGe+3detWvfnmmy6PDgAQFhMmTOi6Am5bW5uOHDmi4cOHezwqd1Br3cEpkvYgVAaCi1pLrYUz6Fbuyci8q756vKmlL8I2t+uxPywhFlhu1dtAdCw/99xzuvTSSyVJ48eP180339zjPh9++KHq6uo0e/Zs/e53v8u6raNHj+rYsWNdX6cvhA0AiI7ly5ervr5epaWlGjVqlKZOnaqamhrV1NQoHo+rrq5ORUWB+AzWMmptJye7lpNYGsMaowdwhMqAt6i1x1Fr4RRCZfPMzsmsBMqBmQcSKgeKV/U2EMFyU1OTzjvvPEmdbeCHDx/ucZ9//ud/1re+9S0VF+e+EMWiRYt6XNQJABBNN954o2688cZut02bNk3Tpk3zaETeodYe51a4LAXowMIHjHYdESgD/kCtPY5aC6fwoXVm9dXjs84frLxeYQ2Vw9Z9HTVe1VvfBMvt7e26/PLLe9w+ZsyYbuuCtLa2qm/fvt3u09bWpp07d2r58uU6dOiQ3nvvPdXW1ur222/vcd+5c+eqpqam6+vW1lYNGDDA9v0BAMBvqLWFcyNclgiYC0WoDCAoqLVwXV0s/30gyZ75VmRCZbqVUSDfBMvFxcVav359xu+tXbtWTz75pCTp5Zdf1pQpUyR1Ft54PK7+/fvrV7/6lSSpsbFRzzzzjObMmZNxW6WlpSotLXVgDwAA8DdqrTFuhcsSnUa5ECoDCBJqLVz1UajMHCI7u14bL7p5U5/TyZ8xncqwIhCLWV111VUaOHCgamtr9dhjj+nee++VJC1dulTf+973uu63b98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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_section(eqfam2[-1], \"|F|\", norm_F=True, log=True);" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, + "outputs": [], + "source": [ + "iota_grid = LinearGrid(\n", + " rho=0.5\n", + ")\n", + "iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + "grid = get_field_line_grid(eq,iota,n_pol=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_973994/1393643024.py:23: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 91.8 ms\n", - "Building objective: ideal ballooning lambda\n", - "Timer: Objective build = 9.82 sec\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 770 ms\n", - "Timer: Objective build = 1.07 sec\n", - "Timer: Proximal projection build = 22.9 sec\n", + "Timer: Precomputing transforms = 58.1 ms\n", + "Timer: Objective build = 71.3 ms\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", - "Building objective: fixed iota\n", + "Building objective: fixed current\n", "Building objective: fixed Psi\n", - "Timer: Objective build = 750 ms\n", - "Timer: Linear constraint projection build = 2.59 sec\n", - "Number of parameters: 24\n", - "Number of objectives: 2\n", - "Timer: Initializing the optimization = 26.3 sec\n", + "Building objective: self_consistency R\n", + "Building objective: self_consistency Z\n", + "Building objective: lambda gauge\n", + "Building objective: axis R self consistency\n", + "Building objective: axis Z self consistency\n", + "Timer: Objective build = 338 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 59.6 ms\n", + "Timer: Objective build = 71.8 ms\n", + "Timer: Linear constraint projection build = 1.61 sec\n", + "Timer: Linear constraint projection build = 257 ms\n", + "Number of parameters: 1454\n", + "Number of objectives: 3078\n", + "Number of equality constraints: 3078\n", + "Number of inequality constraints: 0\n", + "Timer: Initializing the optimization = 2.40 sec\n", "\n", "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.365e+06 9.652e+06 \n", - " 1 3 1.353e+06 1.244e+04 7.203e-03 9.593e+06 \n", - " 2 4 1.335e+06 1.733e+04 2.570e-03 9.452e+06 \n", + "Using method: fmin-auglag-bfgs\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", + " 0 1 1.062e-02 5.811e+02 2.346e-02 1.000e+01 0.000e+00 \n", + " 1 10 9.402e-03 1.221e-03 1.526e-05 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 2 11 9.402e-03 2.298e-12 5.486e-15 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 3 12 9.402e-03 9.247e-12 2.209e-14 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 4 13 9.402e-03 3.706e-11 8.840e-14 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 5 14 9.402e-03 1.483e-10 3.537e-13 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 6 15 9.402e-03 5.932e-10 1.415e-12 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 7 16 9.402e-03 2.373e-09 5.659e-12 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 8 17 9.402e-03 9.491e-09 2.264e-11 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 9 18 9.402e-03 3.796e-08 9.054e-11 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 10 19 9.402e-03 1.518e-07 3.622e-10 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 11 20 9.401e-03 6.073e-07 1.449e-09 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", + " 12 21 9.399e-03 2.428e-06 5.795e-09 1.350e+03 2.088e-02 1.000e+01 0.000e+00 \n", + " 13 22 9.389e-03 9.688e-06 2.318e-08 1.344e+03 2.088e-02 1.000e+01 0.000e+00 \n", + " 14 23 9.350e-03 3.838e-05 9.272e-08 1.321e+03 2.087e-02 1.000e+01 0.000e+00 \n", + " 15 24 9.203e-03 1.477e-04 3.710e-07 1.228e+03 2.083e-02 1.000e+01 0.000e+00 \n", + " 16 25 8.700e-03 5.026e-04 1.486e-06 8.849e+02 2.066e-02 1.000e+01 0.000e+00 \n", + " 17 26 7.563e-03 1.138e-03 5.985e-06 3.488e+02 1.978e-02 1.000e+01 0.000e+00 \n", + " 18 27 5.650e-03 1.912e-03 2.118e-05 5.449e+02 1.662e-02 1.000e+01 0.000e+00 \n", + " 19 28 4.607e-03 1.044e-03 2.149e-05 3.978e+02 1.366e-02 1.000e+01 0.000e+00 \n", + " 20 29 4.221e-03 3.859e-04 1.045e-05 2.226e+02 1.222e-02 1.000e+01 0.000e+00 \n", "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 1.335e+06\n", - " Total delta_x: 6.208e-03\n", - " Iterations: 2\n", - " Function evaluations: 4\n", - " Jacobian evaluations: 3\n", - "Timer: Solution time = 7.18 min\n", - "Timer: Avg time per step = 2.39 min\n", + " Current function value: 4.221e-03\n", + " Constraint violation: 1.222e-02\n", + " Total delta_x: 7.240e-05\n", + " Iterations: 20\n", + " Function evaluations: 29\n", + " Gradient evaluations: 21\n", + " Hessian evaluations: 0\n", + "Timer: Solution time = 19.5 sec\n", + "Timer: Avg time per step = 929 ms\n", "==============================================================================================================\n", " Start --> End\n", - "Total (sum of squares): 1.365e+06 --> 1.335e+06, \n", - "Aspect ratio: 1.048e+01 --> 1.049e+01 (dimensionless)\n", - "Ideal ballooning lambda: 1.652e+01 --> 1.634e+01 (dimensionless)\n", - "Maximum absolute Force error: 5.586e+03 --> 8.693e+03 (N)\n", - "Minimum absolute Force error: 9.586e-03 --> 7.709e-03 (N)\n", - "Average absolute Force error: 9.992e+01 --> 1.043e+02 (N)\n", - "Maximum absolute Force error: 4.492e-04 --> 6.991e-04 (normalized)\n", - "Minimum absolute Force error: 7.710e-10 --> 6.200e-10 (normalized)\n", - "Average absolute Force error: 8.036e-06 --> 8.391e-06 (normalized)\n", - "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", - "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Total (sum of squares): 1.062e-02 --> 4.221e-03, \n", + "Maximum absolute Force error: 1.818e+06 --> 9.738e+05 (N)\n", + "Minimum absolute Force error: 2.306e+00 --> 1.429e+01 (N)\n", + "Average absolute Force error: 3.595e+04 --> 2.437e+04 (N)\n", + "Maximum absolute Force error: 7.130e-02 --> 3.819e-02 (normalized)\n", + "Minimum absolute Force error: 9.042e-08 --> 5.604e-07 (normalized)\n", + "Average absolute Force error: 1.410e-03 --> 9.558e-04 (normalized)\n", + "Maximum absolute Force error: 1.818e+06 --> 9.738e+05 (N)\n", + "Minimum absolute Force error: 2.306e+00 --> 1.429e+01 (N)\n", + "Average absolute Force error: 3.595e+04 --> 2.437e+04 (N)\n", + "Maximum absolute Force error: 7.130e-02 --> 3.819e-02 (normalized)\n", + "Minimum absolute Force error: 9.042e-08 --> 5.604e-07 (normalized)\n", + "Average absolute Force error: 1.410e-03 --> 9.558e-04 (normalized)\n", + "R boundary error: 0.000e+00 --> 7.761e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 7.758e-18 (m)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed iota profile error: 0.000e+00 --> 0.000e+00 (dimensionless)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", "==============================================================================================================\n" ] - }, + } + ], + "source": [ + "eq2 = run_step(1,eqfam2[1],grid)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ { - "ename": "AssertionError", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAssertionError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[19], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtests\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtest_examples\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m test_ballooning_stability_opt\n\u001b[0;32m----> 2\u001b[0m test_ballooning_stability_opt()\n", - "File \u001b[0;32m~/DESC/tests/test_examples.py:1692\u001b[0m, in \u001b[0;36mtest_ballooning_stability_opt\u001b[0;34m()\u001b[0m\n\u001b[1;32m 0\u001b[0m \n", - "\u001b[0;31mAssertionError\u001b[0m: " - ] + "data": { + "image/png": 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", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "from tests.test_examples import test_ballooning_stability_opt\n", - "test_ballooning_stability_opt()" + "plot_section(eq2, \"|F|\", norm_F=True, log=True);" ] }, { diff --git a/critical_gradient_jax.ipynb b/critical_gradient_jax.ipynb new file mode 100644 index 0000000000..16c94b44ff --- /dev/null +++ b/critical_gradient_jax.ipynb @@ -0,0 +1,927 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Jit comtpatible critical gradient #" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports and basic functions ##" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.2+414.g006934812.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", + "Using device: CPU, with 23.52 GB available memory\n" + ] + } + ], + "source": [ + "# Imports\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.integrate import cumulative_trapezoid\n", + "\n", + "\n", + "import desc.io\n", + "from desc.equilibrium.coords import get_rtz_grid\n", + "from desc.grid import Grid, LinearGrid\n", + "# from desc.compute.utils import dot\n", + "from desc.backend import jnp, jit, functools\n", + "from desc.plotting import plot_surfaces\n", + "from desc.examples import get\n", + "from desc.utils import take_mask\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Function to get value of a parameter directly\n", + "def get_value(eq,name,grid):\n", + " return eq.compute(name,grid=grid)[name]\n", + "\n", + "# @jit\n", + "def get_arc_length (diff_l,grid):\n", + " # Integrate differential length along field line with respect to zeta\n", + " return cumulative_trapezoid(diff_l,x=grid.source_grid.nodes[:,2],initial=0)\n", + "\n", + "# Function to get the straight field line coordinate system, need iota for jit\n", + "@functools.partial(jit, static_argnames=[\"rho\",\"alpha\",\"n_pol\",\"n_points\"])\n", + "def get_field_line_grid(eq,iota,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + " n_tor = n_pol/(iota*eq.NFP)\n", + " good_grid = get_rtz_grid(\n", + " eq,\n", + " jnp.array(rho),\n", + " # np.array(rho),\n", + " jnp.array(alpha),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", + " coordinates=\"raz\",\n", + " iota = iota,\n", + " period=(jnp.inf,2*jnp.pi,jnp.inf),\n", + " )\n", + " return good_grid\n", + "\n", + "@jit\n", + "def get_drift_curvature(eq,grid):\n", + " cvdrift = get_value(eq,\"cvdrift\",grid=grid)\n", + " a = get_value(eq,\"a\",grid=grid)\n", + " B = get_value(eq,\"|B|\",grid=grid)\n", + " drift_curvature = a**2*jnp.multiply(cvdrift,B)\n", + " # drift_curvature = cvdrift\n", + " return drift_curvature,a\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Masks and data extraction ##" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "@jit\n", + "def old1_create_well_masks(Kd):\n", + " # Get positvie and negatvie regions as well as 0 crossings\n", + "\n", + " # Step 1: Identify the sign of the first element\n", + " sign_0 = jnp.sign(Kd[0])\n", + " signs = jnp.sign(Kd)\n", + "\n", + " # Step 2: Create masks based on the sign of Kd\n", + " mask_bad = signs == sign_0 # Mask for values with the same sign as Kd[0]\n", + " mask_good = signs != sign_0 # Mask for values with the opposite sign as Kd[0]\n", + "\n", + " # Step 3: Compute zero crossings as a boolean array\n", + " sign_changes = signs[:-1] * signs[1:] < 0\n", + "\n", + " # Create a mask of the same size as the input array\n", + " mask_zeros = jnp.zeros_like(Kd, dtype=bool)\n", + "\n", + " # Set True for the points where the *next* element changes sign\n", + " mask_zeros = mask_zeros.at[:-1].set(sign_changes)\n", + "\n", + " masks = {\n", + " \"zeros\" : mask_zeros,\n", + " \"bad\" : mask_bad,\n", + " \"good\" : mask_good,\n", + " }\n", + "\n", + " return masks" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def old1_plot_masks(Kd):\n", + " masks = old1_create_well_masks(Kd)\n", + " # Plotting\n", + " plt.figure(figsize=(10, 6))\n", + " plt.plot(Kd, label='Kd', color='orange')\n", + "\n", + " # Define colors and labels for different masks\n", + " mask_info = {\n", + " \"good\": {\"color\": \"green\", \"label\": \"Good Points\"},\n", + " \"bad\": {\"color\": \"blue\", \"label\": \"Bad Points\"},\n", + " \"zeros\": {\"color\": \"red\", \"label\": \"Zero Points\"}\n", + " }\n", + "\n", + " # Iterate over masks and plot corresponding points\n", + " for mask_key, mask in masks.items():\n", + " plt.scatter(jnp.arange(len(Kd))[mask], Kd[mask], \n", + " color=mask_info[mask_key][\"color\"], \n", + " label=mask_info[mask_key][\"label\"], \n", + " zorder=5)\n", + "\n", + " # Add labels and legend\n", + " plt.title('Kd with Good, Bad, and Zero Points')\n", + " plt.xlabel('Index')\n", + " plt.ylabel('Kd Value')\n", + " plt.legend()\n", + " plt.grid()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "@jit\n", + "def old2_create_well_masks(Kd):\n", + " # Step 1: Identify sign changes in Kd\n", + " signs = jnp.sign(Kd)\n", + " \n", + " # Create masks for positive and negative crossings of the same size as Kd\n", + " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + "\n", + " # Set negative crossings (from positive to negative)\n", + " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + "\n", + " # Set positive crossings (from negative to positive)\n", + " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + "\n", + " # Masks for good and bad points\n", + " mask_good = Kd >= 0 # Same sign as Kd[0]\n", + " mask_bad = ~mask_good\n", + "\n", + " # Store masks in a dictionary\n", + " masks = {\n", + " \"bad\": mask_bad,\n", + " \"good\": mask_good,\n", + " \"positive_crossings\": positive_crossings,\n", + " \"negative_crossings\": negative_crossings,\n", + " }\n", + " \n", + " return masks" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def old2_plot_masks(Kd):\n", + " # Generate masks\n", + " masks = old2_create_well_masks(Kd)\n", + "\n", + " # Plotting\n", + " plt.figure(figsize=(10, 6))\n", + " plt.plot(Kd, label='Kd', color='blue', marker='o')\n", + "\n", + " # Define colors and labels for different masks\n", + " mask_info = {\n", + " \"good\": {\"color\": \"green\", \"label\": \"Good Points\"},\n", + " \"bad\": {\"color\": \"orange\", \"label\": \"Bad Points\"},\n", + " \"positive_crossings\": {\"color\": \"cyan\", \"label\": \"Positive Crossings\"},\n", + " \"negative_crossings\": {\"color\": \"magenta\", \"label\": \"Negative Crossings\"}\n", + " }\n", + "\n", + " # Iterate over masks and plot corresponding points\n", + " for mask_key, mask in masks.items():\n", + " if mask_key in [\"positive_crossings\", \"negative_crossings\"]:\n", + " # Get the indices for crossings, adjusting for plotting\n", + " indices = jnp.arange(len(Kd))[mask]\n", + " plt.scatter(indices, Kd[indices], \n", + " color=mask_info[mask_key][\"color\"], \n", + " label=mask_info[mask_key][\"label\"], \n", + " zorder=5)\n", + " else:\n", + " plt.scatter(jnp.arange(len(Kd))[mask], Kd[mask], \n", + " color=mask_info[mask_key][\"color\"], \n", + " label=mask_info[mask_key][\"label\"], \n", + " zorder=5)\n", + "\n", + " # Add labels and legend\n", + " plt.title('Kd with Good, Bad, Positive, and Negative Crossings')\n", + " plt.xlabel('Index')\n", + " plt.ylabel('Kd Value')\n", + " plt.legend()\n", + " plt.grid()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [], + "source": [ + "@functools.partial(jit,static_argnames=\"n_wells\")\n", + "def create_well_masks(Kd,n_wells=10):\n", + " # Step 1: Identify sign changes in Kd\n", + " signs = jnp.sign(Kd)\n", + " \n", + " # Create masks for positive and negative crossings of the same size as Kd\n", + " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + "\n", + " # Set negative crossings (from positive to negative)\n", + " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + "\n", + " # Set positive crossings (from negative to positive)\n", + " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + "\n", + " n_pos = positive_crossings.sum()\n", + " n_neg = negative_crossings.sum()\n", + "\n", + " n_well_real = (n_pos+n_neg-1)//2\n", + "\n", + " # Masks for good and bad points\n", + " mask_good = Kd >= 0 # Same sign as Kd[0]\n", + " mask_bad = ~mask_good\n", + "\n", + " # Create cumulative sums for positive and negative crossings\n", + " cumulative_positive = jnp.cumsum(positive_crossings)\n", + " cumulative_negative = jnp.cumsum(negative_crossings)\n", + "\n", + " # Create a mask that identifies the range between positive and negative crossings\n", + " in_well = (cumulative_positive < cumulative_negative)\n", + "\n", + " lengths_pos = jnp.zeros(n_wells, dtype=int)\n", + " lengths_neg = jnp.zeros(n_wells, dtype=int)\n", + " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", + " masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype)\n", + " Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros\n", + "\n", + " # Use a loop to fill the lengths array\n", + " for i in range(1,n_wells):\n", + " lengths_pos = lengths_pos.at[i].set((cumulative_positive == i).sum())\n", + " lengths_neg = lengths_neg.at[i].set((cumulative_negative == i).sum())\n", + "\n", + " well_mask = (cumulative_negative == i) & (cumulative_negative == cumulative_positive)\n", + " lengths_wells = lengths_wells.at[i].set(well_mask.sum())\n", + " \n", + " # lengths_wells = lengths_wells.at[i].set(((cumulative_negative == i) & (cumulative_negative == cumulative_positive)).sum())\n", + " # Fill the corresponding row in the masks array\n", + " masks_wells = masks_wells.at[i].set(well_mask.astype(Kd.dtype)) # Store mask as row\n", + " well_values = take_mask(Kd, well_mask, fill_value=0)\n", + " # Store the well values in the corresponding row\n", + " Kd_wells = Kd_wells.at[i, :well_values.size].set(well_values)\n", + "\n", + "\n", + " cumulatives = {\n", + " \"cum_pos\" : cumulative_positive,\n", + " \"cum_neg\" : cumulative_negative,\n", + " }\n", + "\n", + " lengths = {\n", + " \"lengths_pos\" : lengths_pos,\n", + " \"lengths_neg\" : lengths_neg,\n", + " \"lengths_wells\" : lengths_wells,\n", + " }\n", + "\n", + " # Store masks in a dictionary\n", + " masks = {\n", + " \"bad\": mask_bad,\n", + " \"good\": mask_good,\n", + " \"positive_crossings\": positive_crossings,\n", + " \"negative_crossings\": negative_crossings,\n", + " \"wells\" : masks_wells,\n", + " }\n", + " \n", + " return masks, lengths, cumulatives, Kd_wells" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Extracting ##" + ] + }, + { + "cell_type": "code", + "execution_count": 361, + "metadata": {}, + "outputs": [], + "source": [ + "@functools.partial(jit,static_argnames=[\"n_wells\",\"order\"])\n", + "def extract_Kd_old(Kd,n_wells=10,order=False):\n", + " # Step 1: Identify sign changes in Kd\n", + " signs = jnp.sign(Kd)\n", + " \n", + " # Create masks for positive and negative crossings of the same size as Kd\n", + " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + "\n", + " # Set negative crossings (from positive to negative)\n", + " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + "\n", + " # Set positive crossings (from negative to positive)\n", + " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + "\n", + " # Create cumulative sums for positive and negative crossings\n", + " cumulative_positive = jnp.cumsum(positive_crossings)\n", + " cumulative_negative = jnp.cumsum(negative_crossings)\n", + "\n", + " Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros\n", + " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", + "\n", + " # Use a loop to fill the lengths array\n", + " for i in range(n_wells):\n", + " # Create well masks\n", + " well_mask = (cumulative_negative == i) & (cumulative_negative > 0) & (cumulative_negative == cumulative_positive) \n", + " # Fill the corresponding row in the masks array\n", + " well_values = take_mask(Kd, well_mask, fill_value=0)\n", + " # Store the well values in the corresponding row\n", + " Kd_wells = Kd_wells.at[i, :well_values.size].set(well_values)\n", + " lengths_wells = lengths_wells.at[i].set(well_mask.sum())\n", + "\n", + " if order : \n", + " # Sort wells by lengths\n", + " sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order\n", + " Kd_wells = Kd_wells[sort_indices]\n", + " lengths_wells = lengths_wells[sort_indices]\n", + "\n", + " return Kd_wells, lengths_wells" + ] + }, + { + "cell_type": "code", + "execution_count": 333, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_wells(Kd, n_wells=10, order = False):\n", + " Kd_wells, lengths = extract_Kd_old(Kd,n_wells=n_wells, order=order)\n", + " plt.figure()\n", + " for i in range(1,n_wells):\n", + " plt.plot(Kd_wells[i][0:lengths[i]],label=f'well {i}, length = {lengths[i]}')\n", + " plt.legend()\n", + "\n", + "def plot_all(Kd,n_wells=10):\n", + " masks, lengths, _, Kd_wells = create_well_masks(Kd,n_wells=n_wells)\n", + " plt.figure()\n", + " plt.title(\"masks\") \n", + " for i in range(1,n_wells):\n", + " plt.plot(masks[\"wells\"][i],label=f'Well nr {i}')\n", + " plt.legend()\n", + " plt.figure()\n", + " plt.title(\"wells\") \n", + " for i in range(1,n_wells):\n", + " plt.plot(Kd_wells[i][0:lengths[\"lengths_wells\"][i]],label=f'well {i}, length = {lengths[\"lengths_wells\"][i]}')\n", + " plt.legend()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fitting ##" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "@functools.partial(jit,static_argnames=[\"n_wells\",\"n_return\",\"order\"])\n", + "def extract_Kd(Kd,n_wells=10,n_return=5,order=False):\n", + " # Step 1: Identify sign changes in Kd\n", + " signs = jnp.sign(Kd)\n", + " \n", + " # Create masks for positive and negative crossings of the same size as Kd\n", + " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + "\n", + " # Set negative crossings (from positive to negative)\n", + " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + "\n", + " # Set positive crossings (from negative to positive)\n", + " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + "\n", + " # Create cumulative sums for positive and negative crossings\n", + " cumulative_positive = jnp.cumsum(positive_crossings)\n", + " cumulative_negative = jnp.cumsum(negative_crossings)\n", + "\n", + " Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros\n", + " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", + " masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype)\n", + "\n", + " # Use a loop to fill the lengths array\n", + " for i in range(1,n_wells+1):\n", + " # Create well masks\n", + " well_mask = (cumulative_negative == i) & (cumulative_negative == cumulative_positive) \n", + " # Fill the corresponding row in the masks array\n", + " well_values = jnp.where(well_mask,Kd,0)\n", + " # Store the well values in the corresponding row\n", + " Kd_wells = Kd_wells.at[i-1, :well_values.size].set(well_values)\n", + " masks_wells = masks_wells.at[i-1, :well_values.size].set(well_mask.astype(Kd.dtype)) # Store mask as row\n", + " lengths_wells = lengths_wells.at[i-1].set(well_mask.sum())\n", + "\n", + " if order : \n", + " # Sort wells by lengths\n", + " sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order\n", + " Kd_wells = Kd_wells[sort_indices]\n", + " lengths_wells = lengths_wells[sort_indices]\n", + "\n", + " \n", + "\n", + " return Kd_wells[0:n_return], lengths_wells[0:n_return], masks_wells[0:n_return]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "@jit\n", + "def weighted_least_squares(l, Kd, mask):\n", + " \"\"\"\n", + " Perform a weighted least-squares quadratic fit:\n", + " Kd(l) = R_eff_inv * (1 - (l - lc)^2 / ln^2)\n", + " using only the values where the mask is True.\n", + "\n", + " Parameters:\n", + " -----------\n", + " l : jnp.ndarray\n", + " The coordinate array for the well.\n", + " Kd : jnp.ndarray\n", + " The Kd values along the well.\n", + " mask : jnp.ndarray (bool)\n", + " A mask indicating the valid part of the well.\n", + "\n", + " Returns:\n", + " --------\n", + " R_eff_inv, ln_squared : float\n", + " Fitted parameters for the quadratic fit.\n", + " \"\"\"\n", + " # Apply mask to select only valid entries (replace invalid ones with 0)\n", + " weights = mask.astype(float) # Weight of 1 for valid entries, 0 for invalid\n", + "\n", + " # Calculate the center of the well (l_c) using only valid entries\n", + " lc = jnp.sum(l * weights) / jnp.sum(weights)\n", + "\n", + " # Shift the coordinates around the center (l - lc)\n", + " l_shifted = l - lc\n", + "\n", + " # Build the design matrix A\n", + " A = jnp.stack([-jnp.ones_like(l), l_shifted**2], axis=-1)\n", + "\n", + " # Apply weights to both A and Kd to exclude invalid entries\n", + " A_weighted = A * weights[:, None]\n", + " Kd_weighted = Kd * weights\n", + "\n", + " # Solve the least-squares problem: A @ [R_eff_inv, R_eff_inv/ln^2] = Kd\n", + " coeffs, _, _, _ = jnp.linalg.lstsq(A_weighted, Kd_weighted, rcond=None)\n", + "\n", + " R_eff_inv = coeffs[0]\n", + " ln_squared = R_eff_inv / coeffs[1]\n", + " return R_eff_inv, ln_squared\n", + "\n", + "@functools.partial(jit, static_argnames=\"n_wells\")\n", + "def fit_wells(l, Kd_wells, masks, n_wells=10):\n", + " \"\"\"\n", + " Fit the quadratic function to each well using masks.\n", + "\n", + " Parameters:\n", + " -----------\n", + " l : jnp.ndarray\n", + " The coordinate array (same for all wells).\n", + " Kd_wells : jnp.ndarray\n", + " 2D array containing the Kd values for each well.\n", + " masks : jnp.ndarray\n", + " 2D boolean array containing the mask for each well.\n", + " n_wells : int\n", + " Number of wells to fit.\n", + "\n", + " Returns:\n", + " --------\n", + " R_eff_inv_array, ln_squared_array : jnp.ndarray\n", + " Arrays containing the fitted parameters for each well.\n", + " \"\"\"\n", + " R_eff_inv_array = jnp.zeros(n_wells)\n", + " ln_squared_array = jnp.zeros(n_wells)\n", + "\n", + " for i in range(n_wells):\n", + " # Extract the mask for the current well\n", + " well_mask = masks[i]\n", + "\n", + " # Perform the weighted least-squares fit using the mask\n", + " R_eff_inv, ln_squared = weighted_least_squares(l, Kd_wells[i], well_mask)\n", + "\n", + " # Store the results\n", + " R_eff_inv_array = R_eff_inv_array.at[i].set(R_eff_inv)\n", + " ln_squared_array = ln_squared_array.at[i].set(ln_squared)\n", + " \n", + " R_eff_array = jnp.abs(1/R_eff_inv_array)\n", + "\n", + " return R_eff_inv_array, ln_squared_array, R_eff_array\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "@functools.partial(jit, static_argnames=\"n_wells\")\n", + "def compute_R_eff(Kd,grid,n_wells):\n", + " Kd_wells,lengths,masks = extract_Kd(Kd,n_wells=n_wells)\n", + " _,_,R_eff = fit_wells(grid.nodes[:,2], Kd_wells, masks, n_wells)\n", + " return R_eff" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Finding number of wells ###" + ] + }, + { + "cell_type": "code", + "execution_count": 397, + "metadata": {}, + "outputs": [], + "source": [ + "@functools.partial(jit, static_argnames=[\"rho\",\"alpha\",\"n_pol\",\"n_points\"])\n", + "def get_grid_for_testing(eq,iota,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + " n_tor = n_pol/iota\n", + " good_grid = get_rtz_grid(\n", + " eq,\n", + " jnp.array(rho),\n", + " # np.array(rho),\n", + " jnp.array(alpha),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", + " coordinates=\"raz\",\n", + " iota = iota,\n", + " period=(jnp.inf,2*jnp.pi,jnp.inf),\n", + " )\n", + " return good_grid" + ] + }, + { + "cell_type": "code", + "execution_count": 389, + "metadata": {}, + "outputs": [], + "source": [ + "@jit\n", + "def find_n_wells(Kd):\n", + " # Step 1: Identify sign changes in Kd\n", + " signs = jnp.sign(Kd)\n", + " \n", + " # Create masks for positive and negative crossings of the same size as Kd\n", + " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", + "\n", + " # Set negative crossings (from positive to negative)\n", + " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + "\n", + " # Set positive crossings (from negative to positive)\n", + " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + "\n", + " n_pos = positive_crossings.sum()\n", + " n_neg = negative_crossings.sum()\n", + "\n", + " n_well_real = (n_pos+n_neg-1)//2\n", + "\n", + " return n_well_real" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_n_wells(eq,n_turns_max):\n", + " grid = get_field_line_grid(eq,n_turns_max)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Some testing ##" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "eq = get(\"precise_QA\")\n", + "iota_grid = LinearGrid(\n", + " rho=0.5\n", + ")\n", + "iota = np.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + "grid = get_field_line_grid(eq,iota,n_pol=16)\n", + "Kd = get_value(eq,\"Kd\",grid)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "old2_plot_masks(Kd)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Array([206, 205, 204, 202, 201], dtype=int64)" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Kd_wells,lengths,masks = extract_Kd(Kd,order=True)\n", + "lengths" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[7.51917669 7.70622088 7.55658553 7.33213249 7.40695017 7.66881204\n", + " 7.6314032 ]\n" + ] + } + ], + "source": [ + "L_par = get_value(eq,\"L_par\",grid)\n", + "print(L_par)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4.94642624 4.99570127 4.95423529 4.91146654 4.9329721 ]\n" + ] + } + ], + "source": [ + "R_eff = get_value(eq,\"R_eff\",grid)\n", + "print(R_eff)" + ] + }, + { + "cell_type": "code", + "execution_count": 365, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_all(Kd,n_wells=5)" + ] + }, + { + "cell_type": "code", + "execution_count": 385, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4.94642624 4.99570127 4.95423529 4.91146654 4.9329721 4.99095125\n", + " 4.96894916]\n" + ] + } + ], + "source": [ + "dl = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "l = get_arc_length(dl,grid)\n", + "n_wells = 7\n", + "Kd_wells,lengths,masks = extract_Kd(Kd,n_wells=n_wells)\n", + "_,_,R_eff = fit_wells(grid.nodes[:,2], Kd_wells, masks, n_wells)\n", + "print(R_eff)" + ] + }, + { + "cell_type": "code", + "execution_count": 378, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[4.94631844 4.99736983 4.9565117 4.91133232 4.93264624 4.992221\n", + " 4.97178204]\n" + ] + } + ], + "source": [ + "R_effs = jnp.array(get_value(eq,\"R_eff\",grid))\n", + "print(R_effs)" + ] + }, + { + "cell_type": "code", + "execution_count": 331, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0.00639076 0.03422623 0.04762448 0.00853592 0.00444359]%\n" + ] + } + ], + "source": [ + "diff = jnp.divide(jnp.abs(R_eff[1:6]-R_effs),R_effs)*100\n", + "print(f\"{diff}%\")" + ] + }, + { + "cell_type": "code", + "execution_count": 394, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Iota is 0.4200310370818866\n", + "NFP is 2\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "eq = get(\"precise_QA\")\n", + "iota_grid = LinearGrid(\n", + " rho=0.5\n", + ")\n", + "iota = np.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + "grid = get_field_line_grid(eq,iota,n_pol=5)\n", + "Kd = get_value(eq,\"K_d\",grid)\n", + "print(f\"Iota is {iota}\")\n", + "print(f\"NFP is {eq.NFP}\")\n", + "plt.figure()\n", + "plt.plot(grid.nodes[:,2],Kd);" + ] + }, + { + "cell_type": "code", + "execution_count": 395, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1\n" + ] + } + ], + "source": [ + "n = find_n_wells(Kd)\n", + "print(n)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index d1835fb7c2..16b46352f4 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -10,11 +10,11 @@ """ from .data_index import register_compute_fun from ..backend import jnp -from ..integrals.critical_gradient import fit_drift_peaks +from ..integrals.critical_gradient import extract_Kd_wells, fit_Kd_wells @register_compute_fun( - name="K_d", + name="Kd", # Exact definition of the dimenstionless drift curvature can be found # in https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 label="\\mathrm{cvdrift} = a^2\\nabla\\alpha\\cdot\\mathbf{b}\\times\\kappa", @@ -29,8 +29,8 @@ data=["cvdrift", "|B|", "a"], ) -def _K_d(params, transforms, profiles, data, **kwargs): - data["K_d"] = ( +def _Kd(params, transforms, profiles, data, **kwargs): + data["Kd"] = ( data["a"]**2*jnp.multiply(data["|B|"],data["cvdrift"]) ) return data @@ -48,14 +48,34 @@ def _K_d(params, transforms, profiles, data, **kwargs): transforms={"grid": []}, profiles=[], coordinates="rtz", - data=["K_d"], + data=["Kd"], ) def _R_eff(params, transforms, profiles, data, **kwargs): grid = transforms["grid"].source_grid - out = fit_drift_peaks(grid.nodes[:,2],data["K_d"]) - R_eff = [row[0] for row in out["values"]] + Kd_wells,_,masks = extract_Kd_wells(data["Kd"]) + _,_,R_eff = fit_Kd_wells(grid.nodes[:,2], Kd_wells, masks) data["R_eff"] = R_eff return data +@register_compute_fun( + name="L_par", + # Parallel connection length defined as width of Kd wells + label="L_par", + units="", + units_long="", + description="Width of Kd wells along the field line", + dim=1, + params=[], + transforms={"grid": []}, + profiles=[], + coordinates="rtz", + data=["Kd"], +) +def _L_par(params, transforms, profiles, data, **kwargs): + grid = transforms["grid"].source_grid + _,length_wells,_ = extract_Kd_wells(data["Kd"],order=True) + L_par = jnp.diff(grid.nodes[:,2])[0]*length_wells + data["L_par"] = L_par + return data diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py index c666e39dc2..4f55ec3afb 100644 --- a/desc/integrals/critical_gradient.py +++ b/desc/integrals/critical_gradient.py @@ -1,10 +1,142 @@ '''Methods for computing the critical gradient and effective radius of curvature''' -from desc.backend import jnp, jax -from scipy.integrate import cumulative_trapezoid -from scipy.optimize import curve_fit +from desc.backend import jnp, jit +import functools -# import functools + +# @functools.partial(jit,static_argnames=["n_wells","order"]) +def extract_Kd_wells(Kd,n_wells=7,order=False): + # Step 1: Identify sign changes in Kd + signs = jnp.sign(Kd) + + # Create masks for positive and negative crossings of the same size as Kd + positive_crossings = jnp.zeros_like(Kd, dtype=bool) + negative_crossings = jnp.zeros_like(Kd, dtype=bool) + + # Set negative crossings (from positive to negative) + negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1)) + + # Set positive crossings (from negative to positive) + positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1)) + + # Create cumulative sums for positive and negative crossings + cumulative_positive = jnp.cumsum(positive_crossings) + cumulative_negative = jnp.cumsum(negative_crossings) + + Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros + lengths_wells = jnp.zeros(n_wells, dtype=int) + masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) + + # Use a loop to fill the lengths array + for i in range(1,n_wells+1): + # Create well masks + well_mask = (cumulative_negative == i) & (cumulative_negative == cumulative_positive) + # Fill the corresponding row in the masks array + well_values = jnp.where(well_mask,Kd,0) + # Store the well values in the corresponding row + Kd_wells = Kd_wells.at[i-1, :well_values.size].set(well_values) + masks_wells = masks_wells.at[i-1, :well_values.size].set(well_mask.astype(Kd.dtype)) # Store mask as row + lengths_wells = lengths_wells.at[i-1].set(well_mask.sum()) + + if order : + # Sort wells by lengths + sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order + Kd_wells = Kd_wells[sort_indices] + lengths_wells = lengths_wells[sort_indices] + + # return Kd_wells[0:n_return], lengths_wells[0:n_return], masks_wells[0:n_return] + return Kd_wells, lengths_wells, masks_wells + + + +# @jit +def weighted_least_squares(l, Kd, mask): + """ + Perform a weighted least-squares quadratic fit: + Kd(l) = R_eff_inv * (1 - (l - lc)^2 / ln^2) + using only the values where the mask is True. + + Parameters: + ----------- + l : jnp.ndarray + The coordinate array for the well. + Kd : jnp.ndarray + The Kd values along the well. + mask : jnp.ndarray (bool) + A mask indicating the valid part of the well. + + Returns: + -------- + R_eff_inv, ln_squared : float + Fitted parameters for the quadratic fit. + """ + # Apply mask to select only valid entries (replace invalid ones with 0) + weights = mask.astype(float) # Weight of 1 for valid entries, 0 for invalid + + # Calculate the center of the well (l_c) using only valid entries + lc = jnp.sum(l * weights) / jnp.sum(weights) + + # Shift the coordinates around the center (l - lc) + l_shifted = l - lc + + # Build the design matrix A + A = jnp.stack([-jnp.ones_like(l), l_shifted**2], axis=-1) + + # Apply weights to both A and Kd to exclude invalid entries + A_weighted = A * weights[:, None] + Kd_weighted = Kd * weights + + # Solve the least-squares problem: A @ [R_eff_inv, R_eff_inv/ln^2] = Kd + coeffs, _, _, _ = jnp.linalg.lstsq(A_weighted, Kd_weighted, rcond=None) + + R_eff_inv = coeffs[0] + ln_squared = R_eff_inv / coeffs[1] + return R_eff_inv, ln_squared + + + +# @functools.partial(jit, static_argnames="n_wells") +def fit_Kd_wells(l, Kd_wells, masks, n_wells=7): + """ + Fit the quadratic function to each well using masks. + + Parameters + ----------- + l : jnp.ndarray + The coordinate array (same for all wells). + Kd_wells : jnp.ndarray + 2D array containing the Kd values for each well. + masks : jnp.ndarray + 2D boolean array containing the mask for each well. + n_wells : int + Number of wells to fit. + + Returns: + -------- + R_eff_inv_array, ln_squared_array : jnp.ndarray + Arrays containing the fitted parameters for each well. + """ + R_eff_inv_array = jnp.zeros(n_wells) + ln_squared_array = jnp.zeros(n_wells) + + for i in range(n_wells): + # Extract the mask for the current well + well_mask = masks[i] + + # Perform the weighted least-squares fit using the mask + R_eff_inv, ln_squared = weighted_least_squares(l, Kd_wells[i], well_mask) + + # Store the results + R_eff_inv_array = R_eff_inv_array.at[i].set(R_eff_inv) + ln_squared_array = ln_squared_array.at[i].set(ln_squared) + + R_eff_array = jnp.abs(1/R_eff_inv_array) + + return R_eff_inv_array, ln_squared_array, R_eff_array + + + +### OLD ### # from ..equilibrium.coords import get_rtz_grid TODO why can't I import this? @@ -61,127 +193,126 @@ # ) # return grid -def Kd_quadratic(l, Reff_inv, ln): - '''Quadratic function for fitting the drift curvature profile +# def Kd_quadratic(l, Reff_inv, ln): +# '''Quadratic function for fitting the drift curvature profile - This function models the drift curvature as a quadratic profile, where the - peak of the well is centered at the midpoint of the arc length (lc). It - fits the profile based on two parameters: - - Reff_inv: Inverse of the effective radius of curvature. - - ln: Characteristic length scale of the drift well. +# This function models the drift curvature as a quadratic profile, where the +# peak of the well is centered at the midpoint of the arc length (lc). It +# fits the profile based on two parameters: +# - Reff_inv: Inverse of the effective radius of curvature. +# - ln: Characteristic length scale of the drift well. - Notes : - - Uses R_eff_inv instead of 1/R_eff for the fitting as the function is used to fit - both wells and peaks and curve_fit has trouble going through R_eff = 0 whe optimizing +# Notes : +# - Uses R_eff_inv instead of 1/R_eff for the fitting as the function is used to fit +# both wells and peaks and curve_fit has trouble going through R_eff = 0 whe optimizing - Parameters: - l : array-like - Arc length values. - Reff_inv : float - Inverse of the effective radius of curvature (1/Reff). - ln : float - Characteristic length of the drift well. +# Parameters: +# l : array-like +# Arc length values. +# Reff_inv : float +# Inverse of the effective radius of curvature (1/Reff). +# ln : float +# Characteristic length of the drift well. - Returns: - array-like - The quadratic drift profile values at each point in l - ''' - lc = (l[0]+l[-1])/2 - return Reff_inv * (1 - (l - lc)**2 / ln**2) - -# @functools.partial(jax.jit, static_argnames = ["Kd"]) -def fit_drift_peaks(l,Kd): - '''Fits all regions of bad curvatude of the drift curvature with a desired quadratic fit of - the form Kd(l) = R_eff_inv*(1-(l-l_c)^2/l_n^2) with R_eff and l_n free fitting parameters - For more information go to https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 +# Returns: +# array-like +# The quadratic drift profile values at each point in l +# ''' +# lc = (l[0]+l[-1])/2 +# return Reff_inv * (1 - (l - lc)**2 / ln**2) + +# def fit_drift_peaks(l,Kd): +# '''Fits all regions of bad curvatude of the drift curvature with a desired quadratic fit of +# the form Kd(l) = R_eff_inv*(1-(l-l_c)^2/l_n^2) with R_eff and l_n free fitting parameters +# For more information go to https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 - Notes : - - Considers the drift curvature is bad at the outboard midplane (zeta=0,theta=0,alpha=0) and fits - only the curvature peaks/valleys that have the same sign as the value at tht point - - Drift curvature convention follows the paper above Kd = a^2*∇α·(b × κ) which is equal to - a^2*|B|*cvdrift where cvdrift is the drift curvature defined in DESC +# Notes : +# - Considers the drift curvature is bad at the outboard midplane (zeta=0,theta=0,alpha=0) and fits +# only the curvature peaks/valleys that have the same sign as the value at tht point +# - Drift curvature convention follows the paper above Kd = a^2*∇α·(b × κ) which is equal to +# a^2*|B|*cvdrift where cvdrift is the drift curvature defined in DESC - Parameters - ---------- - l : numpy.ndarray - array of toroidal coordinates along the field line - Kd : numpy.ndarray - drift curvature +# Parameters +# ---------- +# l : numpy.ndarray +# array of toroidal coordinates along the field line +# Kd : numpy.ndarray +# drift curvature - Returns: - data : dict - A dictionary containing the following keys: - - 'peaks': List of tuples where each tuple contains: - - `l_peak` : Arc length values corresponding to the drift peak region. - - `Kd_peak` : Curvature drift values in that region. +# Returns: +# data : dict +# A dictionary containing the following keys: +# - 'peaks': List of tuples where each tuple contains: +# - `l_peak` : Arc length values corresponding to the drift peak region. +# - `Kd_peak` : Curvature drift values in that region. - - 'fits': List of fitting parameters for each drift peak. The parameters - are from fitting a quadratic function to each peak. +# - 'fits': List of fitting parameters for each drift peak. The parameters +# are from fitting a quadratic function to each peak. - - 'values': List of computed values for each peak: - - `R_eff`: The effective radius of curvature obtained from the fit. - - `L_par`: The parallel length of the identified peak. +# - 'values': List of computed values for each peak: +# - `R_eff`: The effective radius of curvature obtained from the fit. +# - `L_par`: The parallel length of the identified peak. - ''' +# ''' - # Initialize the lists - peaks = [] - fits = [] - values = [] +# # Initialize the lists +# peaks = [] +# fits = [] +# values = [] - # Find the value at theta = 0 - val_0 = Kd[0] +# # Find the value at theta = 0 +# val_0 = Kd[0] - # Find indices where Kd changes sign (crosses zero) - zero_crossings = jnp.where(jnp.diff(jnp.sign(Kd)))[0] +# # Find indices where Kd changes sign (crosses zero) +# zero_crossings = jnp.where(jnp.diff(jnp.sign(Kd)))[0] - # Initialize lists to store valid peak intervals - peak_indices = [] +# # Initialize lists to store valid peak intervals +# peak_indices = [] - # TODO define a better way for the len_thres, maybe remove - len_thres = 50 - - # Loop over zero crossing pairs to check if it's a peak or a valley - for i in range(0, len(zero_crossings)-1): - l_min_idx = zero_crossings[i] - l_max_idx = zero_crossings[i + 1] - len_peak = l_max_idx-l_min_idx - - # # Skip if there's insufficient data points - if len_peak < len_thres: - continue +# # TODO define a better way for the len_thres, maybe remove +# len_thres = 50 + +# # Loop over zero crossing pairs to check if it's a peak or a valley +# for i in range(0, len(zero_crossings)-1): +# l_min_idx = zero_crossings[i] +# l_max_idx = zero_crossings[i + 1] +# len_peak = l_max_idx-l_min_idx + +# # # Skip if there's insufficient data points +# if len_peak < len_thres: +# continue - # Check the midpoint value of Kd - mid_idx = (l_min_idx + l_max_idx) // 2 - if Kd[mid_idx]*val_0 > 0: # Keep the range if it's abad curvature (same as initial) - peak_indices.append((l_min_idx, l_max_idx)) - else : - continue +# # Check the midpoint value of Kd +# mid_idx = (l_min_idx + l_max_idx) // 2 +# if Kd[mid_idx]*val_0 > 0: # Keep the range if it's abad curvature (same as initial) +# peak_indices.append((l_min_idx, l_max_idx)) +# else : +# continue - # Define p0 for fitting, the importance is on the sign as the curve_fit has trouble when it has to change sign - p0 = jnp.sign(val_0)*jnp.array([1,1]) - - # Loop through valid peak indices and perform fitting - for l_min_idx, l_max_idx in peak_indices: - # Extract the arc length and Kd values within the peak - l_peak = l[l_min_idx:l_max_idx+1] - Kd_peak = Kd[l_min_idx:l_max_idx+1] +# # Define p0 for fitting, the importance is on the sign as the curve_fit has trouble when it has to change sign +# p0 = jnp.sign(val_0)*jnp.array([1,1]) + +# # Loop through valid peak indices and perform fitting +# for l_min_idx, l_max_idx in peak_indices: +# # Extract the arc length and Kd values within the peak +# l_peak = l[l_min_idx:l_max_idx+1] +# Kd_peak = Kd[l_min_idx:l_max_idx+1] - # Fit the quadratic curve to the peak - popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0) +# # Fit the quadratic curve to the peak +# popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0) - R_eff = jnp.abs(1/popt[0]) - L_par = l[l_max_idx] - l[l_min_idx] +# R_eff = jnp.abs(1/popt[0]) +# L_par = l[l_max_idx] - l[l_min_idx] - # Store the peak data and fitting parameters - peaks.append((l_peak, Kd_peak)) - fits.append(popt) - values.append([R_eff,L_par]) - - data = { - "peaks" : peaks, - "fits" : fits, - "values": values, - } - return data +# # Store the peak data and fitting parameters +# peaks.append((l_peak, Kd_peak)) +# fits.append(popt) +# values.append([R_eff,L_par]) + +# data = { +# "peaks" : peaks, +# "fits" : fits, +# "values": values, +# } +# return data diff --git a/desc/objectives/__init__.py b/desc/objectives/__init__.py index 0a0a92cadd..caece46629 100644 --- a/desc/objectives/__init__.py +++ b/desc/objectives/__init__.py @@ -41,7 +41,7 @@ from ._power_balance import FusionPower, HeatingPowerISS04 from ._profiles import Pressure, RotationalTransform, Shear, ToroidalCurrent from ._stability import BallooningStability, MagneticWell, MercierStability -from ._turbulence import EffectiveRadius +from ._turbulence import EffectiveRadius, ParallelConnectionLength from .getters import ( get_equilibrium_objective, get_fixed_axis_constraints, diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 3afc830863..5a2fa6fcb9 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -65,7 +65,9 @@ class EffectiveRadius(_Objective): Name of the objective function. ''' - _coordinates = "" # Effective radius is a scalar parameter of each drift well + _coordinates = "rtz" + # _coordinates = "" + _scalar = False _units = "~" _print_value_fmt = "Effective radius of curvature R_eff: " @@ -219,8 +221,6 @@ def compute(self, params, constants=None): if constants is None: constants = self.constants - rho, alpha, zeta = constants["rho"], constants["alpha"], constants["zeta"] - # we first compute iota on a uniform grid to get correct averaging etc. iota_data = compute_fun( eq, @@ -247,27 +247,287 @@ def compute(self, params, constants=None): "a" : len_data["a"], } - grid = eq.get_rtz_grid( - rho, - alpha, - zeta, - coordinates="raz", - iota = data["iota"], - period=(jnp.inf, 2 * jnp.pi, jnp.inf), + # grid = eq.get_rtz_grid( + # rho, + # alpha, + # zeta, + # coordinates="raz", + # iota = data["iota"], + # period=(jnp.inf, 2 * jnp.pi, jnp.inf), + # params=params, + # ) + + data = compute_fun( + eq, + self._data_keys, + params, + get_transforms(self._data_keys, eq, self._grid, jitable=True), + profiles=get_profiles(self._data_keys, eq, self._grid), + data=data, + ) + return data["R_eff"] + # if self._target_type == "max": + # return jnp.max(data["R_eff"]) + # else : + # return jnp.mean(data["R_eff"]) + + + + + +class ParallelConnectionLength(_Objective): + '''The parallel connection length is a proxy for turbulent transport + TODO Finish descirption + + Parameters + ---------- + eq : Equilibrium + Equilibrium that will be optimized to satisfy the Objective. + target : {float, ndarray, callable}, optional + Target value(s) of the objective. Only used if bounds is None. + Must be broadcastable to Objective.dim_f. + bounds : tuple of {float, ndarray, callable}, optional + Lower and upper bounds on the objective. Overrides target. + Both bounds must be broadcastable to Objective.dim_f. + weight : {float, ndarray}, optional + Weighting to apply to the Objective, relative to other Objectives. + Must be broadcastable to Objective.dim_f + normalize : bool, optional + This quantity is already normalized so this parameter is ignored. + Whether to compute the error in physical units or non-dimensionalize. + normalize_target : bool, optional + Whether target and bounds should be normalized before comparing to computed + values. If `normalize` is ``True`` and the target is in physical units, + this should also be set to True. + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This loss function + is called on the raw compute value, before any shifting, scaling, or + normalization. + deriv_mode : {"auto", "fwd", "rev"} + Specify how to compute Jacobian matrix, either forward mode or reverse mode AD. + "auto" selects forward or reverse mode based on the size of the input and output + of the objective. Has no effect on self.grad or self.hess which always use + reverse mode and forward over reverse mode respectively. + rho : ndarray + Unique coordinate values specifying flux surfaces to compute on. + defaults to 0.5 surface + alpha : ndarray + Unique coordinate values specifying field line labels to compute on. + defaults to 0 + n_pol : int + Number of poloidal transits to follow field line. + knots_per_transit : int + Number of points per poloidal transit at which to sample data along field + line. Default is 200. + grid : Collocation grid containing the nodes used to compute the drift curvature and fit the drift wells + Defaults to TODO + target_type : {"max", "mean", "all"} + Whether to target only the largest value of R_eff, the average of the values along the field line + or all the values at the same time TODO see if all is possible + Defaults to max + name : str, optional + Name of the objective function. + ''' + + _coordinates = "" # Parallel connection length is a scalar parameter of each drift well + _units = "~" + _print_value_fmt = "Parallel connection length L_par: " + + def __init__( + self, + eq, + target=None, + bounds=None, + weight=1, + normalize=True, + normalize_target=True, + loss_function=None, + deriv_mode="auto", + rho=0.5, # TODO make more outside + alpha=0.0, + n_pol=10, + knots_per_transit=200, + grid = None, + target_type = "max", + name="Parallel connection length", + ): + if target is None and bounds is None: + target = 0.0 + self._rho = rho + self._alpha = alpha + self._n_pol = n_pol + self._knots_per_transit = knots_per_transit + self._grid = grid + self._target_type = target_type + super().__init__( + things=eq, + target=target, + bounds=bounds, + weight=weight, + normalize=normalize, + normalize_target=normalize_target, + loss_function=loss_function, + deriv_mode=deriv_mode, + name=name, + ) + + def build(self, eq=None, use_jit=True, verbose=1): + """Build constant arrays. + + Parameters + ---------- + eq : Equilibrium, optional + Equilibrium that will be optimized to satisfy the Objective. + use_jit : bool, optional + Whether to just-in-time compile the objective and derivatives. + verbose : int, optional + Level of output. + + """ + eq = self.things[0] + + # we need a uniform grid to get correct surface averages for iota + iota_grid = LinearGrid( + rho=self._rho, + M=eq.M_grid, + N=eq.N_grid, + NFP=eq.NFP, + ) + self._iota_keys = ["iota", "iota_r", "shear"] + iota_profiles = get_profiles(self._iota_keys, obj=eq, grid=iota_grid) + iota_transforms = get_transforms(self._iota_keys, obj=eq, grid=iota_grid) + + # Separate grid to calculate the right length scale for normalization + len_grid = LinearGrid(rho=1.0, M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP) + self._len_keys = ["a"] + len_profiles = get_profiles(self._len_keys, obj=eq, grid=len_grid) + len_transforms = get_transforms(self._len_keys, obj=eq, grid=len_grid) + + if self._grid is None: + # Get value of iota on the chosen surface + iota_grid = get_rtz_grid( + eq, + jnp.array(self._rho), + jnp.array(self._alpha), + jnp.array(0), + coordinates="rtz", + period=(jnp.inf,2*jnp.pi,jnp.inf), + ) + iota = eq.compute("iota",grid=iota_grid)["iota"][1] + n_tor = self._n_pol/(iota*eq.NFP) + grid = get_rtz_grid( + eq, + jnp.array(self._rho), + jnp.array(self._alpha), + jnp.linspace(0,2*n_tor*jnp.pi,self._n_pol*self._knots_per_transit), + coordinates="raz", + period=(jnp.inf,2*jnp.pi,jnp.inf), + ) + else : + grid = self._grid + self._dim_f = 1 + self._data_keys = ["L_par"] + timer = Timer() + if verbose > 0: + print("Precomputing transforms") + timer.start("Precomputing transforms") + + profiles = get_profiles(self._data_keys, obj=eq, grid=grid) + transforms = get_transforms(self._data_keys, obj=eq, grid=grid) + + zeta = jnp.linspace(0,2*jnp.pi * self._n_pol, self._n_pol * self._knots_per_transit) + + self._args = get_params( + self._iota_keys + self._len_keys + self._data_keys, + obj="desc.equilibrium.equilibrium.Equilibrium", + has_axis=False, + ) + + self._constants = { + "iota_transforms": iota_transforms, + "iota_profiles": iota_profiles, + "len_transforms": len_transforms, + "len_profiles": len_profiles, + "transforms": transforms, + "profiles": profiles, + "rho": self._rho, + "alpha": self._alpha, + "zeta": zeta, + } + + timer.stop("Precomputing transforms") + if verbose > 1: + timer.disp("Precomputing transforms") + + super().build(use_jit=use_jit, verbose=verbose) + + def compute(self, params, constants=None): + """Compute parallel connection length + + Parameters + ---------- + params : dict + Dictionary of equilibrium degrees of freedom, eg Equilibrium.params_dict + constants : dict + Dictionary of constant data, eg transforms, profiles etc. Defaults to + self.constants + + Returns + ------- + L_par : float/ndarray + if target_mode is max/mean, maximum or average parallel connection length along the field line + if target_mode is all, array or effective radii along the field line + """ + eq = self.things[0] + + if constants is None: + constants = self.constants + + # rho, alpha, zeta = constants["rho"], constants["alpha"], constants["zeta"] + + # we first compute iota on a uniform grid to get correct averaging etc. + iota_data = compute_fun( + eq, + self._iota_keys, params=params, + transforms=constants["iota_transforms"], + profiles=constants["iota_profiles"], ) + len_data = compute_fun( + eq, + self._len_keys, + params=params, + transforms=constants["len_transforms"], + profiles=constants["len_profiles"], + ) + + # we prime the data dict with the correct iota values so we don't recompute them + # using the wrong grid + data = { + "iota": iota_data["iota"][0], + "iota_r": iota_data["iota_r"][0], + "shear": iota_data["shear"][0], + "a" : len_data["a"], + } + + # grid = eq.get_rtz_grid( + # rho, + # alpha, + # zeta, + # coordinates="raz", + # iota = data["iota"], + # period=(jnp.inf, 2 * jnp.pi, jnp.inf), + # params=params, + # ) + data = compute_fun( eq, self._data_keys, params, - get_transforms(self._data_keys, eq, grid, jitable=True), - profiles=get_profiles(self._data_keys, eq, grid), + get_transforms(self._data_keys, eq, self._grid, jitable=True), + profiles=get_profiles(self._data_keys, eq, self._grid), data=data, - )["R_eff"] + ) - if self._target_type == "max": - R_eff = jnp.max(R_eff) - elif self._target_type == "mean": - R_eff = jnp.mean("R_eff") - return R_eff + return jnp.mean(data["L_par"]) diff --git a/zonal_flow.ipynb b/zonal_flow.ipynb index e69de29bb2..02303f8574 100644 --- a/zonal_flow.ipynb +++ b/zonal_flow.ipynb @@ -0,0 +1,296 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.2+413.gaeb2ff8f0.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", + "Using device: CPU, with 20.90 GB available memory\n" + ] + } + ], + "source": [ + "# Imports\n", + "\n", + "import sys\n", + "import os\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from scipy.integrate import cumulative_trapezoid\n", + "from scipy.optimize import curve_fit\n", + "\n", + "# plt.rcParams.update({\"font.size\": 18})\n", + "sys.path.insert(0, os.path.abspath(\".\"))\n", + "sys.path.append(os.path.abspath(\"../../../\"))\n", + "\n", + "import desc.io\n", + "from desc.equilibrium.coords import get_rtz_grid\n", + "from desc.grid import Grid\n", + "# from desc.compute.utils import dot\n", + "from desc.backend import jnp\n", + "from desc.plotting import plot_surfaces" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "eq_fam_w7x = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/w7x_output.h5\")\n", + "eq_w7x = eq_fam_w7x[-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Function to get value of a parameter directly\n", + "def get_value(eq,name,grid):\n", + " return eq.compute(name,grid=grid)[name]\n", + "\n", + "def get_arc_length (diff_l,grid):\n", + " # Integrate differential length along field line with respect to zeta\n", + " return cumulative_trapezoid(diff_l,x=grid.source_grid.nodes[:,2],initial=0)\n", + "\n", + "# Function to get the straight field line coordinate system\n", + "def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + " # Get initial grid to get iota value\n", + " initial_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " # np.array(rho),\n", + " np.array(alpha),\n", + " np.array(0),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf)\n", + " )\n", + " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", + " NFP = eq.NFP\n", + " n_tor = n_pol/(iota*NFP)\n", + " good_grid = get_rtz_grid(\n", + " eq,\n", + " np.array(np.sqrt(rho)),\n", + " # np.array(rho),\n", + " np.array(alpha),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " coordinates=\"raz\",\n", + " period=(np.inf,2*np.pi,np.inf),\n", + " )\n", + " return good_grid" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "eq = eq_w7x.copy()\n", + "grid = get_field_line_grid(eq,n_pol=10)\n", + "kappa_g = get_value(eq,\"kappa_g\",grid)\n", + "diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + "l = get_arc_length(diff_l,grid)\n", + "a = get_value(eq,\"a\",grid)\n", + "# l = l/a" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from scipy.optimize import curve_fit\n", + "\n", + "# Define the sinusoidal fit function: κG,fit = |A|sin(2πl/LG)\n", + "def geodesic_curvature_fit(l, A, L_G):\n", + " return np.abs(A) * np.sin(2 * np.pi * l / L_G)\n", + "\n", + "# Function to compute, fit, and plot geodesic curvature\n", + "def fit_and_plot_geodesic_curvature(l, kappa_g):\n", + " # Initial guess for the fit parameters [Amplitude, L_G]\n", + " initial_guess = [np.max(kappa_g), 12]\n", + "\n", + " # Fit the geodesic curvature to the periodic form\n", + " params, params_covariance = curve_fit(geodesic_curvature_fit, l, kappa_g,p0=initial_guess,maxfev=5000)\n", + " \n", + " # Extract fitted parameters\n", + " A_fit, L_G_fit = params\n", + "\n", + " # Generate the fitted curve\n", + " kappa_g_fit = geodesic_curvature_fit(l, A_fit, L_G_fit)\n", + "\n", + " # Plotting the original data and the fit\n", + " plt.figure(figsize=(10, 6))\n", + " plt.plot(l, kappa_g, 'b-', label='Geodesic Curvature (Data)')\n", + " plt.plot(l, kappa_g_fit, 'r--', label=f'Fit: |A|sin(2πl/LG)\\n|A| = {A_fit:.3f}, LG = {L_G_fit:.3f}')\n", + " plt.xlabel('l (coordinate along field line)')\n", + " plt.ylabel('κG (Geodesic Curvature)')\n", + " plt.title('Geodesic Curvature Fit')\n", + " plt.legend()\n", + " plt.grid(True)\n", + " plt.show()\n", + "\n", + " return A_fit, L_G_fit" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(0.006996448887612924, 11.920714453002521)" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fit_and_plot_geodesic_curvature(l,kappa_g)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "def find_periodicity(l, kappa_g):\n", + " # Subtract the mean to remove any DC component (offset)\n", + " kappa_g_detrended = kappa_g - np.mean(kappa_g)\n", + "\n", + " # Perform the FFT\n", + " fft_vals = np.fft.fft(kappa_g_detrended)\n", + " fft_freqs = np.fft.fftfreq(len(kappa_g), d=(l[1] - l[0])) # Calculate the frequencies\n", + " \n", + " # Compute the power spectrum (magnitude of FFT values)\n", + " power_spectrum = np.abs(fft_vals)**2\n", + "\n", + " # Find the index of the peak in the power spectrum (ignoring the zero frequency)\n", + " positive_freqs = fft_freqs > 0 # Only consider positive frequencies\n", + " peak_index = np.argmax(power_spectrum[positive_freqs])\n", + " \n", + " # Get the corresponding dominant frequency\n", + " dominant_frequency = fft_freqs[positive_freqs][peak_index]\n", + "\n", + " # The periodicity is the inverse of the dominant frequency\n", + " periodicity = 1 / dominant_frequency\n", + "\n", + " # Plot the power spectrum\n", + " plt.figure(figsize=(10, 6))\n", + " plt.plot(fft_freqs[positive_freqs], power_spectrum[positive_freqs], 'b-', label='Power Spectrum')\n", + " plt.xlabel('Frequency')\n", + " plt.ylabel('Power')\n", + " plt.title('Power Spectrum of Geodesic Curvature Signal')\n", + " plt.grid(True)\n", + " plt.legend()\n", + " plt.show()\n", + "\n", + " print(f\"Dominant Frequency: {dominant_frequency}\")\n", + " print(f\"Estimated Periodicity: {periodicity}\")\n", + "\n", + " return periodicity\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dominant Frequency: 0.10284889064575099\n", + "Estimated Periodicity: 9.723002297072545\n" + ] + }, + { + "data": { + "text/plain": [ + "9.723002297072545" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "find_periodicity(l,kappa_g)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From afc54a38d802ffd71573ab64109b63e312d83936 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Wed, 23 Oct 2024 14:37:19 -0400 Subject: [PATCH 05/23] fixing change I made on objectives/_stability for testing --- desc/objectives/_stability.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/_stability.py b/desc/objectives/_stability.py index 2bf7f08ee0..02da27459a 100644 --- a/desc/objectives/_stability.py +++ b/desc/objectives/_stability.py @@ -543,7 +543,7 @@ def build(self, eq=None, use_jit=True, verbose=1): "w1": self._w1, "quad_weights": 1.0, } - super().build(use_jit=False, verbose=verbose) + super().build(use_jit=use_jit, verbose=verbose) def compute(self, params, constants=None): """ From 5eeec7ba1d322418626a9d3a8eeb896ec989bf3d Mon Sep 17 00:00:00 2001 From: kfrybes Date: Wed, 23 Oct 2024 15:33:43 -0400 Subject: [PATCH 06/23] updating the effective radius objective to return array of effective radii rather than mean/max to be compatible with the lsq-exact optimizer --- Critical_gradient2.ipynb | 212 --------- Critical_gradient_optimization.ipynb | 658 ++++----------------------- desc/compute/_turbulence.py | 8 +- desc/integrals/critical_gradient.py | 189 +------- desc/objectives/_turbulence.py | 368 ++++++++++++--- 5 files changed, 400 insertions(+), 1035 deletions(-) diff --git a/Critical_gradient2.ipynb b/Critical_gradient2.ipynb index 1eb20fa1c8..90f0d2d1ef 100644 --- a/Critical_gradient2.ipynb +++ b/Critical_gradient2.ipynb @@ -308,145 +308,6 @@ "\n" ] }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "eq = get(\"W7-X\")\n", - "grid = get_field_line_grid(eq)\n", - "cvdrift = get_value(eq,\"cvdrift\",grid)\n", - "plt.figure()\n", - "plt.plot(grid.nodes[:,2],cvdrift)\n", - "plt.axhline(0)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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SpIaGBq1YsaLdNTzwwANauXJlfILxBx98oGnTpsnlciX0/BEjRmjt2rUyTVORSES//e1vk3r9RN7Xgw8+qDfffFMHDhyQFB2tueWWW/Tee+9Jkq699tr4Y6NGjVJ+fr7q6zt2AQEjNgAsZRzfL0Ua5OpdGL/P54n+Qdzg+6SMwM40VQYkbsSIEcrLy9P48eOVlZWlYDCosrIyeTwe3XPPPdqyZYsqKirkcrlUXFysN998U/fcc49GjRqlfv36afLkyfrNb34TP9/111+vQ4cOqbS0VP369dOWLVv0zjvvSJLmzJmjJ598skkN3/72t2UYhq677jp5vV45nU794he/kN1u1+zZs+PPLy0t1WWXXabS0lIdOnRIN910k9566y298soruvfee3XZZZfpwgsvlN/vjz++YsUKffGLX5Qkfec739GyZcu0bNmy+Pvy+/3x0NLa+7rhhhv07LPP6stf/rLcbrfq6+s1ffp0feELX5Akfetb39KXv/xleb1enThxQjfffHOHjtZIku30rOguJxQKyev1KhgMyuPxpLscAKed+nC19pRerWGLD8jl6y9J2naoWhc/vUZ/v/yv6vHXZRr2o4r0FolOV1tbq127dmno0KEJXUbpagKBQKP5J2+88YYeeeSR+GhFV9VZ78vK3x9cigJgKSNQIZurh5w9z0x6jI3YnMr+hIxj++hlg27n61//ujZv3iwpejnm1VdfjY+IdGVd8X1xKQqApeoCFXIVDJbNfubfTb280WBzwvMJ5UYaZBzbp6yzLlUBXd3UqVN17733Kjc3V9XV1Ro9erSeeuqpdJfVbl3xfRFsAFjKOKeHjSS5nXZlOeyq7NFPA08fQ7BBd3L33Xfr7rvvTncZluuK74tLUQAs1Vywsdls8nmcCth8srnc7BkFoMMQbABYKjoaM6TJ/T6PS1Xhern8LPkG0HEINgAsE+1hs6/JiI0U7T5cFaqXy1/IiM15LNa4DThb7PdFc32CksUcGwCWMY7ti/awaS7YeFyqChvK8g9R7cEPO784pFVWVpYcDocOHDigPn36yOVyWfKXGLo20zRlGIaOHDkih8ORcPPB1hBsAFjGCOyWJGU1G2ycqgoZcvUuVM3WppsDonuz2WwaMmSIDh48GN+DCIjJzs7WJz/5ycwbsSkrK9OGDRsUDAZ1++23a+LEifHHli1bpueffz6+x8a2bdu0d+9eHTp0SNddd5369esnKdqe+bbbbrOyLACdxDhaIZvLLUde3yaP+Twu7Th6Knop6tg+mfWGbM72/+sMXYfL5dKgQYMUiUQ6vK0+ug6n0ym73W7ZCJ5lwaa6ulqlpaXatGmTwuGwRo8era1bt8p+upfF8OHD9dvf/lZ9+/bV8ePH9eijj8Y35nrsscc0Y8YMq0oBkCZ1gQq5/IOb/QPK545einL5CyUzIuP4vmYnGaN7s9lscjgccjgc6S4F3ZRlwWbdunUaPny4bDabPB6PsrOztXPnTg0bNkySdMUVV8SPXb58ue6666747bfeekuBQEChUEgzZ85UXl7TbeUNw2iU8EOhkFWlA7BIc0u9Y3ye6OThLP/w+LEEGwBWs2xVVCAQUE5OTvx2bm5ui9u2//nPf9aVV14pSerdu7fmzZunWbNm6YorrmixEdD8+fPl9XrjPwUFBVaVDsAiRqCi0a7eZ4vNsXH07BPtZXO0onOLA3BesCzY+P1+1dTUxG9XV1c32jgr5t1332009yY7O1sXX3yxJGnChAlavXp1s+cvLi5WMBiM/1RWVlpVOgCLGIGKRrt6n83ncelE2JBpSi5/Ib1sAHQIy4LN2LFj9fHHH0uSwuGwTp06paFDh+rgwYONjnvttdf0ta99LX77pz/9qbZt2yZJqqioUGFhYbPnd7lc8ng8jX4AZA6z3mixh40UnWMTMaWaunpl9R5CLxsAHcKyOTY9e/ZUUVGRioqKFAwGtWTJElVUVGjatGlav369JKmyslIOh0M+ny/+vP79+6ukpERjxozR3/72N73wwgtWlQSgExnH/imZkVbn2EiKN+mr3fePTqwOwPnCZpqmme4iUhEKheT1ehUMBhm9ATLAqW3l2vPDa/Sp/zgkZzPLvbcfqdHIp1brb9+dqAGbX9SxP/5Yn3pmbxoqBdCdsaUCAEvUBU73sOnZp9nHfe7oAHFVKLrku/74fpn1dZ1ZIoDzAMEGgCViS71barIVvxQVNqKdic1IdAsGALAQwQaAJYyjrfelcbsc6uG0R+fYnF45xQRiAFYj2ACwRGvN+WKiTfoMOXJ7y5blZck3AMsRbABYoi6RYOOONumz2WzK8hcyYgPAcgQbAO1m1tep/njLPWxifJ7oflGS5OpdKOPo7k6oDsD5hGADoN2Myn9KphmdFNyK2H5REt2HAXQMgg2AdosFlJa2U4jxeVw6Hoou8XZxKQpAByDYAGg3I1AhW5ZHjtzerR4XnWMTHbHJopcNgA5AsAHQbm31sImJrYqSoiM2Ms3oZSwAsAjBBkC7GYHWe9jENAk2EvNsAFiKYAOg3RJZ6i1Fd/iuCkcvRTly/bJleZlnA8BSBBsA7ZZIcz5J8nmcOhE2FImY0V42vYcQbABYimADoF0iRq3qj+9vc6m3FL0UZZpSde2ZJd/0sgFgJYINgHapPxbtYZPIiE2v2EaYZ82zYY4NACsRbAC0S7yHTYIjNpLi82zoZQPAagQbAO1iHK2QLcsrR66/zWN954zYZPUuVH3VAUWM2g6tEcD5g2ADoF1iS73b6mEjSXlupyQ16WVTf4xeNgCsQbAB0C6JroiSJLfLIbfTTi8bAB2GYAOgXRLtYRNz9g7fjpwC2d05Mo5WdExxAM47BBsA7WIc3Z18sDm9X5TNZjs9gZgl3wCsQbABkLKIUav6qgPKamNX77P5PE4dP30pSmLJNwBrEWwApMyo3CspsaXeMT73mf2iYs/lUhQAqxBsAKTMSKKHTczZG2FKUha9bABYiGADIGVGoEJ2d44cOQUJP+fcYOPy08sGgHUINgBSFlvqnUgPmxifxxnvPCydGe2JXdYCgPYg2ABIWbJLvaVm5ticnnjM5SgAViDYAEhZsku9paaXohzZ+bK7c9nlG4AlCDYAUmYEKpSVZLDp5XHpZG29IhFT0pleNiz5BmAFgg2AlETqwqqvOpjSiI1pSidrG8+z4VIUACs4rTxZWVmZNmzYoGAwqNtvv10TJ05s9HhhYaEKCwslSbfddpsefPBBSdKcOXPk8Xi0e/dulZSUaMCAAVaWBaADGMeS72EjRScPS9GNMGO7fWf1LlRo918trQ/A+cmyYFNdXa3S0lJt2rRJ4XBYo0eP1tatW2W3nxkUmjFjhubOndvoeeXl5Tp8+LBefvllrVmzRrNnz9by5cutKgtAB4k11cvqPSSp58XCzLlLvk9u/IVltQE4f1l2KWrdunUaPny4bDabPB6PsrOztXPnzkbHrF27VgsXLtTjjz+uAwcOSJJWrVqlUaNGSZLGjBmjP/7xj82e3zAMhUKhRj8A0ifawyZX9uxeST3P524+2NRXHVSkLmxpjQDOP5YFm0AgoJycnPjt3NxcBQKBRsf84Ac/0KOPPqrp06frS1/6UpPneTweVVVVNXv++fPny+v1xn8KChJvCAbAenUp9LCRpLzYpajmetkco5cNgPaxLNj4/X7V1NTEb1dXV8vv9zc6ZuzYsZKkT33qU9qzZ49qamoaPS8UCsnn8zV7/uLiYgWDwfhPZWWlVaUDSEEqS70lqYfTIY/L3nhbhdOXs1jyDaC9LAs2Y8eO1ccffyxJCofDOnXqlIYOHaqDBw9Kil5y+sMf/iBJOnnypBwOh7Kzs3XNNddo06ZNkqSNGzdqypQpzZ7f5XLJ4/E0+gGQPkagIqldvc92bi8bu9cnu6cnK6MAtJtlk4d79uypoqIiFRUVKRgMasmSJaqoqNC0adO0fv16FRQUqKSkRFu3btX27du1dOlS2Ww2TZ48WeXl5SotLdWuXbu0YMECq0oC0IGMQIV6jvn/Unquz+3S8bOCTbyXDbt8A2gnm2maZrqLSEUoFJLX61UwGGT0BuhkkbqQtt/r1cCHfqmeo76c9PM//9x7Gj0oT4unXhK/b++zX5Q9y6uBD/zcylIBnGdo0AcgabENK11JLvWO8XmcqgrVN7oviyZ9ACxAsAGQtFgASXY7hRifx6WqsNHoProPA7ACwQZA0oxAheyenrJ7fSk9/9wdvqXTvWxOHFKkjh5VAFJHsAGQtLqjqfWwiTl3VZQkuU6vsIpd5gKAVBBsACTNCKTWwyam+Tk29LIB0H4EGwBJMwIVKc+vkaRezcyxcWT7ZPfmqY55NgDagWADIGmx7RRS5fO4dDJcr4ZI424TTCAG0F4EGwBJidSF1HDicMpLvaUzO3yfPGfUhiXfANqLYAMgKUZgj6TUl3pLZ+/w3XieDSM2ANqLYAMgKbHg0d7Jw5Ka7WXDHBsA7UGwAZCUukCF7N48ObJ9KZ8jdimquV42DScO08sGQMoINgCSYhxt31JvScpzNx9ssk7P2+FyFIBUEWwAJKW9S70lKctpl9flaLTDtyS5CgZLErt8A0gZwQZAUtq71DumuSZ90V42PkZsAKSMYAMgKUagol1LvWOa21ZBYsk3gPYh2ABIWKQ2qIaTR9p9KUpqfodviSXfANqHYAMgYUZltIeNJZeimtnhO3ZulnwDSBXBBkDCYpN6Y5N826O5OTZSdJdvRmwApIpgAyBhRmC37F5fu3rYxLQ2x6bh5BFFak+1+zUAnH8INgASZsVS75jmdviWJJc/1stmjyWvA+D8QrABkDDjqDVLvaWWR2xc/tO9bLgcBSAFBBsACauzaKm3FAs2TefYOLx5smf3Yp4NgJQQbAAkzLCoOZ8k+dxOVdfWq74h0uQxetkASBXBBkBCIrWn1FB91LI5NrGNME/WNrMyyl8og20VAKSAYAMgIbHJvFbOsZGaboQZew3m2ABIBcEGQEJiQSM2ube9zgSbFkZsCDYAUkCwAZAQ4+hu2bN7yeHNs+R8sWBz7g7fkpTVe4gaqo8qEq6x5LUAnD8INgASYmUPG0nKczsltXwpSpLq6GUDIEkEGwAJqbNwRZQkuRx2ZWc5Wu1lw+UoAMki2ABIiGFhD5uYlpr0OTw95cjOJ9gASJqlwaasrEyzZs3SAw88oHfffbfRYxs2bNCMGTO0cOFCTZ8+XevXr5ckVVRUaMSIEZo0aZImTZqkX/ziF1aWBMAiVl+Kkk7v8B1uOnlYYgIxgNQ4rTpRdXW1SktLtWnTJoXDYY0ePVpbt26V3R7NTkeOHNGsWbN0ySWXaOPGjZo1a5bWrFkjSXrsscc0Y8YMq0oBYLFIuEYN1QFLL0VJsR2+m47YSNFdvlnyDSBZlgWbdevWafjw4bLZbPJ4PMrOztbOnTs1bNgwSdJNN90UPzYSiSgnJyd++6233lIgEFAoFNLMmTOVl9d01YVhGKqvP/Mvu1AoZFXpANpQZ3EPm5iWLkXFXiv40bvNPgYALbHsUlQgEGgUVnJzcxUIBJo99ic/+YmeeOIJSVLv3r01b948zZo1S1dccYXuvvvuZp8zf/58eb3e+E9BQYFVpQNogxHYLcm6HjYxrQWbLH+hjKO7LX09AN2fZcHG7/erpuZMz4nq6mr5/f4mxy1cuFA333yzPve5z0mSsrOzdfHFF0uSJkyYoNWrVzd7/uLiYgWDwfhPZWWlVaUDaINxtEKO7Hw5PD0tPW8vTytzbHoPUUNNpRpC1Za+JoDuzbJgM3bsWH388ceSpHA4rFOnTmno0KE6ePBg/JjFixdr8ODB+tKXvqRf//rXkqSf/vSn2rZtm6ToROLCwsJmz+9yueTxeBr9AOgcVi/1jmnrUpQkGZX0sgGQOMvm2PTs2VNFRUUqKipSMBjUkiVLVFFRoWnTpmn9+vX69a9/rSeeeEKXXHKJnn/+eR05ckRTp05V//79VVJSojFjxuhvf/ubXnjhBatKAmCRjljqLUV3+G4x2BSc6WXjHniJ5a8NoHuymaZppruIVIRCIXm9XgWDQUZvgA626/FR8o6YpH7//9OWnveV9Xv1nTc/UPX865t9/KNv+9V76lzlX/ugpa8LoPuiQR+ANnVEDxspeimqprZB9Q2RZh9nl28AySLYAGhVQ6haDTWVcvUutPzcsY0wT9CkD4BFCDYAWhULFh0zebjljTBjr8mSbwDJINgAaFU82BRY28NGim6pIEnHW+pl03sIIzYAkkKwAdAqI1AhR06BHJ5cy88duxTV2ohNw6ljagidtPy1AXRPBBsArarroKXekpTnbvtSlCQZAXrZAEgMwQZAq4wOas4nSU6HXTk9HC12H87yn+llAwCJINgAaJVxtGOWesf43C13H7a7c+TI9RNsACSMYAOgVR05YiO1vq2CRC8bAMkh2ABoUUPopBpOHUt7sGHEBkCiCDYAWmQcrZDUMT1sYlrb4VuSsuhlAyAJBBsALYqNlMQm8XYEn6fljTAlydV7CJeiACSMYAOgRXWBCjlye8vuzumw10jkUlTk1HE1BE90WA0Aug+CDYAWdfTEYSm2Kqr1S1HRWuhlA6BtBBsALeqoXb3P5vO4VBVubcSGXjYAEkewAdAiI1DRIbt6n62tOTb2Htly5PZmng2AhBBsALSorjMuRXlcOlXXIKMh0uIxLPkGkCiCDYBmNQRPKHLqeKfMsZFa3i9KYsk3gMQRbAA068xS78IOfZ22dviWoku+GbEBkAiCDYBmxYJEx1+Kiu3w3fLKKLZVAJAogg2AZtUFKuTo2Uf2Ht4OfZ34iE2rK6MKFQlWqeFUVYfWAqDrI9gAaJZxtOMnDktSzx6xEZtW5ticXpllVNLLBkDrCDYAmtUZPWwkyemwK7dHG9sqFNDLBkBiCDYAmtUZXYdjor1sWp5jY+/hlaNnH+bZAGgTwQZAs+oCuzsx2LTefVg63cuGJd8A2kCwAdBEw6kqRYInOi3Y9GpjI0zpdC8bRmwAtIFgA6CJeA+b3kM65fXa2uFbivay4VIUgLYQbAA0URfvYTO4U16vrR2+o7UwYgOgbQQbAE0YgQo58vrKnuXplNfzeZxtzrHJ8hcqEjxBLxsArSLYAGiis5Z6xyR0Kep0PYzaAGgNwQZAE5251FtKNNhEL4sxzwZAa5xWnqysrEwbNmxQMBjU7bffrokTJzZ6fPHixaqsrNTBgwf1yCOP6KKLLpIkzZkzRx6PR7t371ZJSYkGDBhgZVkAklQXqFDOp6/rtNdLZI6NPcsjR15fRmwAtMqyYFNdXa3S0lJt2rRJ4XBYo0eP1tatW2W3RweFdu7cqbffflu///3vtWfPHt11111avXq1ysvLdfjwYb388stas2aNZs+ereXLl1tVVsrM+jqZkYZ0lwGkhXG083rYSNE5NkGjQXX1EWU5Wx5IzvIXqu7w/ylSF+q02gAkwGaX3dUj3VVIsjDYrFu3TsOHD5fNZpPH41F2drZ27typYcOGSZLKy8t1+eWXS5IGDx6s7du3q66uTqtWrdKoUaMkSWPGjNG0adOaPb9hGKqvP/MvulCo4/5gqz2wXbu+f6nM+roOew0g02X1vbDTXiu+EWbIUJ/clv9wzOo7TMdXLdHxVUs6qzQAibA7VFj8Z3kvHJfuSqwLNoFAQDk5OfHbubm5CgQC8WBz7uM5OTmqrKxUIBCIX5LyeDyqqqpq9vzz58/XvHnzrCq3VVn9PqVB3/2dzLpgp7wekGlsLreyR17daa939g7frQWbvrc/rZ5jvtJZZQFIkM2ZJc+QUekuQ5KFwcbv96umpiZ+u7q6Wn6/v9Hju3btit+uqalRQUFBo+eFQiH5fL5mz19cXKyioqL47VAopIKCAqvKb8Rmtyvn4ms65NwAmvK5z4zYtMaZ11e5n725M0oC0EVZtipq7Nix+vjjjyVJ4XBYp06d0tChQ3Xw4EFJ0uTJk7V582ZJ0t69ezVixAhlZWXpmmuu0aZNmyRJGzdu1JQpU5o9v8vlksfjafQDoHvweaL/xmprAjEAtMVmmqZp1cnKysq0adMmBYNB3XbbbRo4cKCmTZum9evXS4quijpx4oT279+vhx9+uNGqqJycHO3atUtz585NaFVUKBSS1+tVMBgk5ABdXEPElPNf39Ybd3xOX7mMVZEAUmdpsOlMBBuge8mb844W3jRS943rnG0cAHRPNOgDkBES2eEbANpCsAGQEaLdh5ljA6B9CDYAMoLP7WTEBkC7EWwAZASfx9XmDt8A0BaCDYCMkMhGmADQFoINgIzAHBsAViDYAMgIzLEBYAWCDYCM4PO4dJxgA6CdCDYAMgJzbABYgWADICP4PC6F6yMKGw3pLgVAF0awAZARfO7oRpgnwkwgBpA6gg2AjODzuCSJy1EA2oVgAyAjEGwAWIFgAyAjxIMN3YcBtAPBBkBG6NnDKZtNNOkD0C4EGwAZwW63Kc/Nkm8A7UOwAZAx6D4MoL0INgAyBjt8A2gvgg2AjMFGmADai2ADIGP4PFyKAtA+BBsAGcPH5GEA7USwAZAxmGMDoL0INgAyhs/j0vEgwQZA6gg2ADKGz+NUFZtgAmgHgg2AjMEcGwDtRbABkDF8Hpdq6yMKGw3pLgVAF0WwAZAx2OEbQHsRbABkjDM7fDPPBkBqCDYAMobP7ZTEiA2A1BFsAGSMXl4uRQFoH6eVJ5szZ448Ho92796tkpISDRgwoNHjr776qjZv3qwBAwZoy5Yt+vGPfyy/369ly5bpxRdflNvtliQtXbpUF154oZWlAegCcrKcstsINgBSZ1mwKS8v1+HDh/Xyyy9rzZo1mj17tpYvX97omEAgoGeeeUYOh0MLFy7Uc889p3nz5kmSVq5cqcLCQqvKAdAF2e025bnZCBNA6iwLNqtWrdKoUaMkSWPGjNG0adOaHPPoo4/Gfx2JRJSTkxO/vWTJEvXp00der1f333+/7PbGV8kMw1B9/Zk/7EKhkFWlA8ggbKsAoD0sm2MTCATiQcXj8aiqqqrFY4PBoP70pz/pW9/6liRp4sSJKioq0qOPPqqDBw/q+eefb/Kc+fPny+v1xn8KCgqsKh1ABmGHbwDtkdSITUNDg8aPH9/k/ksvvVR+v181NTWSoqMpPp+v2XMYhqGZM2fqueeeU25uriRp6NCh8ccnTJigpUuX6sEHH2z0vOLiYhUVFcVvh0Ihwg3QDdF9GEB7JBVsHA6H1q1b1+xj5eXlWrlypSRp48aNmjJliiQpHA4rGAwqPz9f9fX1mjlzpr73ve9p2LBh+vWvf62pU6equLhYTzzxhOx2uyoqKpqda+NyueRyuZJ8ewC6muilKObYAEiNZXNsJk+erPLycpWWlmrXrl1asGCBJKmsrExbtmzRokWLNGvWLP3hD3/Qhx9+KEkaMGCApk6dKp/Pp4ceekhDhgzR1q1btWjRIqvKAtDF+Dwu7T8RTncZALoom2maZrqLSEUoFJLX61UwGJTH40l3OQAs8t03P9B7u49r/cMT0l0KgC6IBn0AMorPzaooAKkj2ADIKD4Pk4cBpI5gAyCjRINNvbroVXIAaUawAZBRfB6n6hoiCtdH0l0KgC6IYAMgo/jcbIQJIHUEGwAZhR2+AbQHwQZARvF5YsGGJn0AkkewAZBRuBQFoD0INgAySk4Ph+w20csGQEoINgAyis1mo5cNgJQRbABknFgvGwBIFsEGQMbxuRmxAZAagg2AjOPzOJljAyAlBBsAGcfncel4kGADIHkEGwAZx+dhh28AqSHYAMg4zLEBkCqCDYCM4/M4WRUFICUEGwAZhz42AFJFsAGQcWJzbEzTTHcpALoYgg2AjONzu2Q0mAoZkXSXAqCLIdgAyDi9vGyECSA1BBsAGcfndkoi2ABIHsEGQMbxeU6P2NDLBkCSCDYAMk482DBiAyBJBBsAGSc7yyGH3UYvGwBJI9gAyDg2m00+t5MRGwBJI9gAyEjsFwUgFQQbABmJHb4BpIJgAyAjMWIDIBUEGwAZKTrHhsnDAJLjtPJkc+bMkcfj0e7du1VSUqIBAwY0enz16tX6zne+I5/PJ0l68sknNWHCBJ08eVL/+q//qsGDB+vgwYP60Y9+JJfLZWVpALoYn8elPcdD6S4DQBdj2YhNeXm5Dh8+rOLiYt15552aPXt2s8c9++yzWr16tVavXq0JEyZIkp5++mldeeWVmj17tgoKCvT6669bVRaALoodvgGkwrJgs2rVKo0aNUqSNGbMGP3xj39s9rjXX39dTz/9tBYuXKja2tqEn2sYhkKhUKMfAN0Xc2wApMKyYBMIBJSTkyNJ8ng8qqqqanLMyJEjNWfOHM2aNUu9evVScXFxk+fm5uYqEAg0ee78+fPl9XrjPwUFBVaVDiADMccGQCqSmmPT0NCg8ePHN7n/0ksvld/vV01NjSQpFArF59GcrW/fvvFfT5gwQS+++KIkNXpudXW1/H5/k+cWFxerqKgofjsUChFugG6slzd6Kco0TdlstnSXA6CLSCrYOBwOrVu3rtnHysvLtXLlSknSxo0bNWXKFElSOBxWMBhUfn6+SktLdf/99ysvL08VFRUqLCyUJF1zzTXatGmThg8f3ui5Z3O5XEwoBs4jPrdL9RFTwboGZfewdJ0DgG7Msj8tJk+erPLycpWWlmrXrl1asGCBJKmsrExbtmzRokWLNHDgQD388MP69Kc/rS1btuiHP/yhJGnWrFkqKirS/v37VVlZ2eLEYwDnj7N3+CbYAEiUzTRNM91FpCIUCsnr9SoYDMrj8aS7HAAW++BQtS55eo3+MesqXdwvN93lAOgiaNAHICP5PNFRGpZ8A0gGwQZARvK5T1+KItgASALBBkBG8mY55LTb6GUDICkEGwAZyWazne4+TC8bAIkj2ADIWD6PU8e5FAUgCQQbABnL52a/KADJIdgAyFhshAkgWQQbABmLYAMgWQQbABnL53GqKszkYQCJI9gAyFjMsQGQLIINgIzFpSgAySLYAMhYvQg2AJJEsAGQsXwel6rC9eqie/UCSAOCDYCM5fM41RAxdaquId2lAOgiCDYAMpbPw0aYAJJDsAGQsdjhG0CyCDYAMlZ8xIZeNgASRLABkLG4FAUgWQQbABnL47LL5bCxwzeAhBFsAGQsm81G92EASSHYAMhodB8GkAyCDYCM5vM4VRVi8jCAxBBsAGS0aPdhRmwAJIZgAyCjMccGQDIINgAyGnNsACSDYAMgo0V3+GaODYDEEGwAZDTm2ABIBsEGQEaLrooi2ABIDMEGQEaLzbExTTPdpQDoAgg2ADKaz+1SxJRqahvSXQqALsBp5cnmzJkjj8ej3bt3q6SkRAMGDGj0+H333aePP/5YkhSJRGSz2bRmzRotW7ZML774otxutyRp6dKluvDCC60sDUAXdWaHb0O5bkv/yALQDVn2p0R5ebkOHz6sl19+WWvWrNHs2bO1fPnyRsfccMMNeumllyRJ//3f/619+/bFH1u5cqUKCwutKgdAN+HzRP+YqgoZGuTzpLkaAJnOsmCzatUqjRo1SpI0ZswYTZs2rckxU6dOjf/65z//uV544YX47SVLlqhPnz7yer26//77Zbc3vkpmGIbq688s+QyFQlaVDiCDxUdsmEAMIAGWzbEJBALKycmRJHk8HlVVVbV47P79++Xz+ZSdnS1JmjhxooqKivToo4/q4MGDev7555s8Z/78+fJ6vfGfgoICq0oHkMFiweY4wQZAApIasWloaND48eOb3H/ppZfK7/erpqZGUnQ0xefztXieV155Rffcc0/89tChQ+O/njBhgpYuXaoHH3yw0XOKi4tVVFQUvx0KhQg3wHnA7bQry2GnSR+AhCQVbBwOh9atW9fsY+Xl5Vq5cqUkaePGjZoyZYokKRwOKxgMKj8/X1I0HH3wwQf693//9/hzi4uL9cQTT8hut6uioqLZuTYul0sulyuZcgF0AzabjV42ABJm2RybyZMnq7y8XKWlpdq1a5cWLFggSSorK9OWLVu0aNEiSdFJwzfccEOj5/p8Pj300EMaMmSItm7dGj8WACT2iwKQOJvZRbtehUIheb1eBYNBeTyslAC6s7GL/6zxQ3pp0S0Xp7sUABmOBn0AMp6PjTABJIhgAyDjMccGQKIINgAyXi/m2ABIEMEGQMbzeVyqChNsALSNYAMg4zHHBkCiCDYAMp7PzaUoAIkh2ADIeD6PUyfChiKRLtmdAkAnItgAyHg+j0sRU6qp43IUgNYRbABkvDM7fBNsALSOYAMg47HDN4BEEWwAZDyfO7qtHROIAbSFYAMg4525FEWwAdA6gg2AjOd2OdTDaSfYAGgTwQZAl0D3YQCJINgA6BJ8bierogC0iWADoEvwsREmgAQQbAB0CezwDSARBBsAXQJzbAAkgmADoEtgh28AiSDYAOgSfB4nl6IAtIlgA6BL8LmZYwOgbQQbAF1CdI4Nl6IAtI5gA6BL8HlcOhE2FImY6S4FQAYj2ADoEnwep0xTqq5l1AZAywg2ALoEnzu6EeZx5tkAaAXBBkCXwA7fABJBsAHQJRBsACSCYAOgS8hzOyWJlVEAWkWwAdAluF0OuZ12RmwAtIpgA6DLYIdvAG0h2ADoMgg2ANpiabD57W9/qwsuuEDr1q1r9nHDMPTwww9rwYIF+uY3v6mTJ09Kkk6ePKlvfetbWrBggWbOnCnD4A8uAE31ovswgDZYFmyqqqrkdDo1aNCgFo957bXX1KdPH82ePVuf//zn9aMf/UiS9PTTT+vKK6/U7NmzVVBQoNdff92qsgB0I2yECaAtTqtO5PP5dP311+uHP/xhi8esWrVKX/va1yRJY8aM0UsvvaR58+Zp1apVmj59evz+119/XV//+tcbPdcwDNXXn/mXWigUsqp0AF1EvjdLP998QL/78Ei6SwFwliynXW/fPUaXDuiZ7lKsCzaJCAQCysnJkSTl5uYqEAi0ev/Z5s+fr3nz5nVesQAyzvenDNO4T/rSXQaAc2Q57bqgwJvuMiQlGWwaGho0fvz4Jvdfeuml+slPftLm8/1+v2pqaiRJ1dXV8vv9rd5/tuLiYhUVFcVvh0IhFRQUJFM+gC5ueJ8cDe+Tk+4yAGSwpIKNw+FocWJwS8LhsILBoPLz83XNNddo06ZN+sIXvqCNGzdqypQpkhS/f/jw4Y3uP5vL5ZLL5UrqtQEAwPnF0lVRixYt0p49e7Rs2TJt2bJFklRWVqYnn3xSknTnnXfqyJEjWrhwof7yl7/oe9/7niRp1qxZWrt2rRYuXKjKykrdcccdVpYFAADOEzbTNM10F5GKUCgkr9erYDAoj8eT7nIAAEAGoEEfAADoNgg2AACg2yDYAACAboNgAwAAug2CDQAA6DYINgAAoNsg2AAAgG6DYAMAALoNgg0AAOg2OnV3byvFGiaHQqE0VwIAADqa2+2WzWZr87guG2zC4bAkscM3AADngUS3UOqye0VFIhFVVVUlnOCSEQqFVFBQoMrKSvahSgM+//Tj/0F68fmnF59/erX0+Xf7ERu73a78/PwOfQ2Px8Nv6jTi808//h+kF59/evH5p1eqnz+ThwEAQLdBsAEAAN0GwaYZTqdTjz/+uJzOLnulrkvj808//h+kF59/evH5p1d7P/8uO3kYAADgXIzYAACAboNgAwAAug2CDQAA6DaYGdWMsrIybdiwQcFgULfffrsmTpyY7pLOK+PGjZPb7ZYkTZgwQU8++WSaK+r+tm3bpgceeEDXXXedHnvsMUnS4sWLVVlZqYMHD+qRRx7RRRddlOYqu6/mPv/CwkIVFhZKkm677TY9+OCDaaywe9u5c6cef/xxXXbZZfrggw9022236cYbb+Q70Ela+vxT/Q4QbM5RXV2t0tJSbdq0SeFwWKNHj9bWrVtltzO41Vmuu+46zZ07N91lnFf+/ve/68orr4zf3rlzp95++239/ve/1549e3TXXXdp9erV6Suwmzv385ekGTNm8D3oJMePH9eMGTM0ZcoUHT16VKNGjVJ5eTnfgU7S3Oe/Z8+elL8DBJtzrFu3TsOHD5fNZpPH41F2drZ27typYcOGpbu088bWrVv11FNPqbq6WnfccYeGDx+e7pK6va9+9av68MMP47fLy8t1+eWXS5IGDx6s7du3q66uTllZWekqsVs79/OXpLVr12rhwoWqqanRN7/5TQ0YMCBN1XV/o0aNiv86EokoJyeH70Anau7zl1L/DhBszhEIBOIfqiTl5uYqEAgQbDpRUVGRxo4dq2PHjmnChAnavHmzevToke6yzivnfg9ycnJUWVmp/v37p7Gq88sPfvADjR07Vh9//LG+9KUvaf369eku6bzw3HPP6amnntLWrVv5DqRB7POXUv8OcH3lHH6/XzU1NfHb1dXV8vv9aazo/DN27FhJUn5+vnr27KkdO3akuaLzz7nfg5qaGhUUFKSxovNP7HvwqU99Snv27Gn0/wMdY8WKFerfv79uvPFGvgNpcPbnL6X+HSDYnCOWDiUpHA7r1KlTuuCCC9Jc1flj+/btWrZsmSSpoaFBhw8fZgg+DSZPnqzNmzdLkvbu3asRI0YwBN+JVq1apT/84Q+SpJMnT8rhcCg7OzvNVXVvb7zxhgKBgL797W/rf/7nf/T5z3+e70AnOvfzf/vtt1P+DnAp6hw9e/ZUUVGRioqKFAwGtWTJEiYOd6Lc3Fz96le/0tGjR7Vnzx7NnTu3w3dxh/TLX/5S7777rlwul0aOHKkvfvGLuv7661VSUqL9+/fr+eefT3eJ3dq5n//gwYNVUlKirVu3avv27Vq6dKlsNlu6y+y2/vrXv+qb3/ymLrvsMv3Xf/2X9u7dq/fff5/vQCdp7vP/1a9+lfJ3gC0VAABAt8FQBAAA6DYINgAAoNsg2AAAgG6DYAMAALoNgg0AAOg2CDYAAKDbINgAAIBug2ADAAC6DYINAADoNgg2AACg2/h/9NKQUXlwyOgAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "signs = np.sign(cvdrift)\n", - "sign_changes = signs[:-1] * signs[1:] < 0\n", - "plt.plot(signs[50:75],label=\"signs\")\n", - "plt.plot(sign_changes[50:75],label=\"sign changes\")\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(799,)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.shape(sign_changes)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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+9c9DKDaosHFtXb6bQwgh04Kox9g4HI4hwYrBYIDD4Ui57a9//Wv86Ec/GnVfmzdvhlarTf6x2WwZby8hg71xog9vNPThL3s6sK/Tm+/mEELItCDqwMZut8Pn8yX/7/V6YbfbR2z305/+FJdeeilOP/30Ufe1adMmBAKB5J++vr6stJmQhFeO9mJBiR4zbVq82UCvN0IIyQVRBzarVq3CsWPHAAChUAh+vx91dXXo7OxMbvOLX/wCNTU1+NSnPoUXX3xx1H0pFApoNJohfwjJpgNdXpxWasAZ1WYc6KaMDSGE5IKox9gYjUZs3LgRGzduRCAQwMMPP4zm5mZcc801+PDDD/Hiiy/iRz/6ERYuXIhHHnkEPT09uOKKK/LdbEIgCAKO9vpw4ZwiGDVy/P1gNwRBAMMw+W4aIYRImqgDGwC48sorceWVVw557MMPPwQAXHHFFRTIEFHq8obhDXOYadPColXAF+Hg8EdQpFflu2mEECJpou6KIqRQnegLAABm2bSotca7PRudgXw2iRBCpgUKbAjJghN9AZQaVDCpFagwqiFnGTQ5qcQAIYRkGwU2hGRBmzuIOqsWACCXsSgzqNBMGRtCCMk6CmwIyYIubxiVZnXy/5UmNXVFEUJIDlBgQ0gWdHrDqDQNDWyaKLAhhJCso8CGkCzo9oZRMSiwqTCpaYwNIYTkgOine0vR8/s7wQoMZpeMvrYVKVyeUAzeCDckY1NmUKHTE0KM4/PYMkIIkT4KbHLspCuIm57bDwC4/LRSaJWyPLeIZFq7JwQAwwIbNXgh3kVFCCEke6grKsdeP3FqEc83G1Iv6EkKW5sr3uU0uCuq1BAvzNfqCuWlTYQQMl1QYJNhff4IPmx1jfr8zjY3Ll9QgiqTGrvbPblrGMmZNncIeqUMJrUi+Zhdp4SMZdDmpnE2hLx8uBub/nMUff5IvptCJIgCmwzb0erCl5/fj13t7pTPH+n14/QKI+YU6bCvkxZGlKJ2dwglhqFLJ8hZBmUGFWVsyLQXjnG44Zl9+OfhHtzzxol8N4dIEAU2GfaJ+iLUWbV4ek/HiOdcwSh6/RHMLdZjplWL4w5fHlpIsq3NHUKZYeSaUFVmDVpdlLEh09tbDU54wjFcf3oF/rqvE6EYl+8mEYmhwCbDGIbBujortp7oG/Hc0V4/AGBukR4VJjVa+oMQBCHXTSRZNnpgo0a7mzI2ZHr76KQLdVYtrju9Ar4Ihw+a+/PdJCIxFNhkwaIyIxr6AvCEokMeP9rrg1rOotKkRrlRjWCUR4+P+pilJlVXFBCfJUUZGzLd7ev0YHG5ESV6FVZVm/HaCZpEQTKLApssWFhqAAAc7B7a1XS0x486qxYsy6DCGJ8x09xP1WilhBcEdHhCKNWn7opqo4wNmeaO9Pgwf6CG1yXzivFuUz/VdyIZRYFNFhTplCg3qrC/e+jg4KO9PtTZ4gsjluiVYBmgpZ/u4KWkPxBFhBOS07sHqzSp0ReIIhClMQVkehIEAW3uEKoG1lH7RH0RPOHYiJmkUY6n7CaZNApssmRZpQkHu4ZmbI70+jFzYMVnhYxFpUlDgY3EdPniBfhKRsnYAPHlFgiZjlyhGEIxHpWm+Hthtl2HGrMGrxztTW4TinFY/6vtmPOTt/DU7vZ8NZUUMApssmRRmRGHe08FNr5wDO3uEOoGAhsAqLVSYCM1iaClxKAc8VyiEnHXsMBGEASq50GmhcRrf3BV7nNmWPGfQYHNbz9qxdFeHy5bUIJHtp9EOEbdVGRiKLDJkkVlBnR5w8kvrMaBlZ1n2k4FNtVmCmykpssXhk2rgFo+cqkMq1YBrUI2YlmFH71xArN+8hYO9dD0fyJt3QMZzUrzqcBm/SwbjjsCONzjw3GHH4/vbMOm82bj/kvnwRuOYSsNLiYTRIFNliwuMwIA9nbGqwuf6AtAo2CTg4aB+F0LVaKVli5vZMhSCoMxDINKs3pIxqbXF8bfDnYBAP52oCsnbSQkX7q8YVg0CuiUp5YpPL3ciPoiHX7+XhO+/Nf9mGnV4tYza1Bp0mCOXYd3Gp15bDEpRBTYZEmJQQW7VpFcNuFEnx/1RXrIWCa5TaVZjTZXiGrZSEiXN4xyY+rABgCqTOohGZs3TvSBYRhce3oF9ndRJWoibd3e8JBuKCAe8G+5eC52tbvR7g7h3gvroZDFv5qWV5qwrYXq3JCJocAmi+YW67G3Ix7YNPQFMK9YP+T5SpMGvggHb5hmyUhFty88asYGAGbZdWhynpri/06jE4vLDFhTa8Exhx8cT0Euka4u38jABgDWzbRh682rsOdbZ2OmTZd8fF6RHkd6/YjR+4JMAAU2WTS3SD+kK2pusW7I84kpj4mZNKTwdXvDQ7obh1tYasCJvgB4XoAgCHi7sQ+rqsyosWgQ4wV0eqnODZEuhz+KUuPIGYMAYFQroFUOHZs2u0iHcIynel8itfWEAw+93wxeZL0OFNhk0fwSPY47/Djh8KPXH8H8EsOQ5xN3LjT9Vxo4XkCPP4JyU+oPbgBYUGpAIMrhpCuI5v4gOjxhrKo2o3pgKjgNJidS5g5FYdWOnDE4mplWLWQsg2MDy9EQ8Tje68ftLx3G9/9zDP841J3v5gxBgU0WLaswAQDuef04GAArqkxDnjeqFTCq5COm/5LC1O0LI8YLqBwjY7NgoOLqwW4ftp90waCSYWGJAaUGFeQsg5MU2BAJc4disGgUaW+vkrOYbdfimIMCG7H5675O2LQKfHZRKZ7e25nv5gxBgU0WWTQKnFFtwTN7O3FaqQEm9cg3dKVZPWL6LwB4QrHkFHFSGBKVUscaY2NUK1BuVOFglxfbTvbjrBlWKGQsZCwDu05JQS6RNHcoBps2/cAGABaUxLtvibi80+TEmTUWXLOkAod6fGgRUXchBTZZ9sMLZqPOqsWXV1WnfL7SpB4xxkYQBFz0+49wxR934gDNlCkYjX0ByFkm5eDIwU4vN+FfR3qwo82NdXW25ONWjYIWRSWSFYnxCEQ5WCYY2My266iLVmR4XsCuNjcWlsQnPuiVMvz7SO/4P5gjFNhk2dl1Nhy8cy3OmWFN+XylSTNijM2hHh8ODSyg+RcqKV4wjvX6UWVSQy4b+211/mw79nZ64Y9w+NTCkuTjVq0CvRTY5MzJ/uCQGWoku/qDUQDxAH4iZtq0aHMHEaEKxKLR5gnBE46hvkgHpZzFWbUWCmzIKZUm9Yjuh/db+lFmUOGaJeV44zhV3RQbdyiKTf8+ioPDFjk97vCjxqIZ9+fX1Vmx6bxZ+MWl81E0aE0pq0aBXj91ReXCMYcfKx98H5f/cSfeb6YCcLmQDGwmMHgYiJdI4ASgZZRFMaMcj8c/bkNfgG4KcqVl4IYgkZ1eV2fD+y398ISiONjtxdf/fjCfzaPAJt8qzWp0+8JDivTt7fDgjBozTis14GC3D+EY1bkRk/vfacIj21rwzX8cQiBy6tqccPhRa9GO8ZNxDMPgjrV1OHembcjjVq2SMjY58ui2Fsyx67C8woR7Xj+R7+ZMC85APLCZaFdUYhmaE6MMIP7TrnZ86x+H8L+vHptaA0namvuDUMlZ2HXxIPWsWisYAO829+PVow4c6c3v8jAU2ORZrUWDCCckBxDzvIC9nV6srDJjXrEeMV5IdkuR/AtFOfz7aC/uXFsHZzCKfx6OT3PkeQHHHYG0MjajMWvk6KXFMLPOHYrinWYnbjmjGl9aXontJ100aDsHXJPsijKo5CjSKXHCMbLbUBAEvHioG3adAh+09KN/IHgi2dXsDKLGogHLxCvpG9VyrKm14K2GPhzo9mJukX6cPWQXBTZ5NnvgBdAw8KY93ueHJxzDymozqkxqyFgGx2mqo2jsaHUjzPG49vQKnFVrwdO7OwAAre4QAlEONebJBzZGlRyeUCxTTSWjePlQDwQB+OS8YqysMkOnlOGtxr58N0vy+oNRqOUs1IqRC8SOp8asQUPfyM/BVlcIzf1B/OTieeAEYHeHOxNNJeNo7g+gdthN3EVzi/B2kxNvnujDaaWGUX4yNyiwybMSvRI6pQzHB960H510QS1ncVqpAQoZixqzBo001VE0Pmp1oUSvRLVFg0vnleDtJie6vGHsaHWBZYD5xZO/UzGo5PBGYuCpfHxWPb+/E6urzTBrFFDJWayfZcNbYyy0uL/Li6//7QDa3VQVeiqcgShMavn4G6ZQa9GknPK97WQ/5CyDi+YWoVivxJ6BJWxIdjX3BzHDOrTb/eK5xQjFePQHo/jEHHueWhZHgU2eMQyDWosmmbH58KQLC0r0yUXgZtq0aKDARjQO9fgwxx5fGmPtDCtMajlePtKDdxudWFRmHFESfiL0SjkEAfCEKWuTLa5gFK8dd+CCOUXJx9bPsmNXuxtRbuSsmxjH446XD+Op3R34+XtNuWyq5PQHoylreaWjxqJJ+Tm4u92D+iIdNAoZZtl0VKE4R5qdI7vdq8wa/P4zp+FvX1iW1ljDbKLARgRqzJpkd9N7zf04veJUheI6CmxE5XC3D7MHAhulnMWnF5biT7vb8fSeDlw2v2Scnx6bQRUPitwhGieQLS8d6gYD4NxB9YNW15gRivHY1zmyZtSbDX3o9Ibx9TU1eKfJmTL4IemJBzaTy9jUWDTo8obhGxb07+/0on6gO7/KpEaTk+rdZFt8TbswKlN0u6+oMmPdsEkR+UCBjQjE06x+tLlDaOkPYlWVOfncTJsWjSn6lknuCYKAk67gkAJ8t5xRg0CEg5xl8MUVlVPav0EV/9B3BSljky1/3deF8+cUwTjoC3aOXQeLRo5tLf0jtn/jRB/q7Tpcv6wSoRhPXR1T4AnHoFdOvisKAE4OmvItCAIOdHtRP3CjUWVW02KZOeAKRiEIQKl+YtP2c4kCGxGoL9KjyRnEq8d6oVGwWFxmTD4306ZDty8Cf4S+7PLNG47BH+FQZjgV2Mwp0uE/N67EgTvXomyMNaLSYRwIbChjkx3uUBRvnHDgM6eVDnmcYRgsLTelDGzebuzDqmozZlq10ChYHKQZipPmC8egU02uq7bCGJ9I0TyoAnGnNwxPKF4kDgCqTBr0+CIIRKk8RjYl6gUV60df7DffKLARgWUV8UDmgfebcWaNBSr5qcsywxq/U2l303TUXBhcT2i4xJT8MuPQN7RFo5jQwn6j0ScDGwpis+H1E32QsQwunlc84rnTK4zYftIFftD17/VHcKTHj1VVZrAsg5lWLY70UGAzWd5wDLpJzIgCAIWMRa1FMySwOTowniYx5i2RSW2jQd5Z5fDHb7yKDRTYkDEY1fEVUgHgG2tqhzxXPZCC7fDSmzXbPvX4x7jsiZ2IjTKOIhHYlGbpTkUlZ6GWs3AHKWOTDS8d7sbFc4tTDmBdWm6CMxAdssTChyddUMgYLBsY8zbDqsVxGpw6ab4wB90UBtfPsmmHVB8+2utDjUWTvCFILD7bNkqFYpIZfYEIlDIG5kmOl8oFCmxE4peXL8CrN67E2mEDr3RKOWxaBTo9lLHJpl5/BG81OtHiCuK95pFdEgDQ5Q3DrJFPaebTeExqOVyUscm4k/1B7Gz34Jql5Smfn1ukg1bBYlf7qTE020/2Y3mlKXm9y40qygZMgS8Sm1pgM2wxzKO9fiwcVC9Fq5ChRK9Em2f0a9QXiGBHq2vSbSBAXyCKYr0KzEBxPjGiwEYkNAoZSkdJ7VWbNZSxybLdHW4wDGDXKlKOtQDigU2lafIF+NJh0igoY5MFz+7rhFktHzLNezCFjMWKKjN2DRR4EwQB20+6sH7mqXocpQY12tzBMbsryei84akFNjMHMjaJ83+41zeiEFyqtfcSBEHAVX/ejQt++xFaKaszaX2BiKjH1wAFENg8++yzuOOOO3DrrbfinXfeGfH8+++/jyVLluDpp5/OQ+tyo9KsoYxNlrX0B1FlUuP0ClPKab9AvCuqwpjdNzRlbDKPFwT8ZXcHLqovglI++kfe6hpLMmNzqNuHHn8E5846lUEtN6gQiPI0BmqSfGEOOsXkuy9m2XTwRzh0ecPo8YXR4QljWaVpyDYVYwQ2B7q86B5Yi+0/x2hx4clyBqIoEfGMKAAQbycZAK/Xiy1btmDnzp0IhUJYsWIF9u3bB5Y99eHU0tKCJUuW5K+ROVBtVuPtBlqBOJta+oOYadNhjl2Hfwys/zRclzeM04d9kGaaWa2Ah2ZFZdRHrS40OgP46cVzx9zurBkWbHmzAUd6fHjtuANGlRxLyo3ocMWzpYmMKq0rNXFRjkcoxk96VhQAzLKfWgwzUcRyWYUJvkGBZrlRjfdH6Ur+sNUFvVKGNbWWvC/SWMj6AhHMmUKF9VwQdcZm+/btqK+vB8Mw0Gg00Ol0aGhoGLLNNddck9a+otEogsHgkD+FotqiQSd1RWVVmyeEWqsGVWY12tyhlIXY4l1RU5vSPR6TRkEZmwx7dl8nVlWbk4UVR3NGtQXFOiUe29GKZ/Z04Jw6K2TsqXEEicCmkwKbCUtMwZ7srCggfv4NKjl2d3iwo9WNGotmxErhFSY1uke5PnvaPZhXrMficmNyRhWZuPgYG3FnbEQd2DgcDuj1pyJDg8EAh2NyKcTNmzdDq9Um/9hs+a+OmK5qswZ9gShCVJ8haxz+CMoMKlSZNOAFoGNY1x/HC+jx5SCwUctpjE0GdXpCeLOhD19Ko3iijGXwhWWV+OV7zdjT4cHnlwwdaKxRyGDTKihjMwn+SPyzayoD7xmGwcpKE7Ye78O7TU4sSrHQYrlRjV5/JOWNyXFHALNsWtTZtGj3hGhNtkly0BibqbHb7fD5TqUMvV4v7PbJLa61adMmBAKB5J++vsJZzTcx5ZtmZGSPwx8f6V9lTl0Lo9MbAiecmlKaLXqVHL4IBbCZ8pc9HdCr5Lg8zeUuPr+0HL/6zEL8/YvLsaBk5BdnpUlNA/knIfGa1k9xRuGG2Xb851gvPmjux4ZZI78LKkxqCEidVWvpD6DSpEGVSYMYL6DLRwHqRHG8AFeQMjZTsmrVKhw7dgwAEAqF4Pf7UVdXh87OzgnvS6FQQKPRDPlTKKrNFNhkkz8SQyDKoVivhEmtgEktR6t7aFdl68A4i2xnbPRKGVWZzqB/HOzG+bPsUKfZBcIyDL6wvAoX1KeePVVmVMPhj2SyidNCYCCw0U1ySYWEC2bbcfmCEly+oARnz7COeP5ULZuhn5XBKIduXwSVJjUqB25eTvYXznAEsegLRMALQInIMzaiHjxsNBqxceNGbNy4EYFAAA8//DCam5txzTXX4MMPPwQA/OEPf8C+ffsQDAZRVlaGtWvX5rnVmWfTKqCWs2h1BTEzz6umSlHPwEyJkoExFLUWzYggstUVBMsAZQYVOrNYBVqvksMbpoxNJrS7Q9jb6cVXVtVkbJ9FOmVywVqSPn8ysJlaxkYhY/H0tacDAI6nWN6iVK8EywDtw2rZJP5fYVKj3KACy9CN4mQM/6wUK1EHNgBw5ZVX4sorrxzyWCKoAYAbbrgBN9xwQ66blVMMw6DcqEpmDUhmJcZMFOtVEDgBM6zaEee61RVCkU4JuSy7SU69UgZ/mDI2mfBusxMGlQwrqzI3k61Ir8T2k6ln3ZDRJbKQ2ikMHk6HXMbCrlOOqD6cCGIqjWrIZSxMajl6fZR5m6jEOaOuKJIRZQb1iO4RkhmJWRRFuvibtcaiQZtn5Afj4MUvs0WnlMEX4agIXAbsandjVbUFigwGo0U6JZwBGtw9Uf4oB62CHTLLLFtK9SMrRLe74zcmicHLVo2SuhQnoccfhpxlMrI2XjZRYFMgKGOTPd3eMExqeXLx0VqrFu3u8JDgos0VHLUydCbpVXLEeAFRjgKbqRAEAbs6PFhVbc7ofov0SvQHo+BoRs2E+CMcDKrcdBCUGFRoHxbYtLlDqLGcGldp0SjQ66fBwxPV443AqlWIejkFgAKbglFmUFMZ8Czp9oVh155KrdZaNAhEOfQNujNvzVVgM3BHGaCp/VPS6g6hxxfBGRkObIp1KvBCfBAlSZ8/wiUXq8y2VBmbNs+wwEarQC9lbCasxx+GTSvubiiAApuCUWZUocMTpjvFLOjxRWDTnUqtJj4ABy+4F++Kyn5gk5g1QoHN1Oxqc4NlgKUVxozu1z4wtoDGZ0yMP8JNeap3ukoMypQZm9phGRvqipq4Xl8ENq24u6EACmwKRrlRhRgv0F1GFvT6I7CoT71ZK01qsAzQ3B8AEB/42BeI5qgrijI2mXC0149Kk3rK04uHKx4Yh9VDNVAmxB+J5awrqlSvQrcvjEgsXqRPEAS0u0OotZ6aUUqBzeTEAxvK2JAMSQxc7fDQOJtM6w9EYVSf+tBVyFiU6lVodsYzNonMTXmWF8AEBmVsqEjflBzt9aHOmvnSCBaNAjIGycUUSXpy2RVVYlBBEJBchqbbF0Eoxg/J2FgpsJmUHn8EdsrYkEwp0imhkDEj6jOQqXMFozCqR645c3JgTNMJRzxzU2XOflFHGmOTGUd7/VkJbNiBGSG9lLGZEH80h4OHB4rHJcbZNDnj79/hGZu+AA0Cn6heXxhWytiQTJGxDObYdThGxcEyrj8YhXHYh26lSZ3M2Bx3+FFuVGW9BgdwqisqGB251g1JT4wXcMKRncAGAKxaJXUJT5A/zCVf29lWpFNCxjLJ6sNNzgCUMgblg7qSLVoFBBoEPiEcL8ARiNIYG5JZi8qMONJDgU2muYJRmNRDA5sKkxotAxmbhj7/uCtDZ4pKLoNCxlDGZgra3EFEOCFrgQ2Nz5g4f5SDPsPjnUYjYxmUGU7NjGrsC6DKpAE7qIZOog4LXcf0uULxDJdNRxkbkkGnlRpwpNdHxdsyKMrx8EW4IWNsAKDCqEabOzRw9x/ArBwFNgCgV8qTJejJxCXqPVVnqevQopHD4acifRMRiHAjsqLZVGFSJ2dGNfUHk+tDJVgpsJmwRPkLytiQjFpUZoA7FKM1TjKoPxh/sw7/0K0xa8DxAlpdQRx3+HMa2OiUMsrYTEGnNwyDSj4iWM0UythMnC8Sy1lXFBDvSk5Uam/qC6DaNDTITbzfE+9/Mr6+gde8ncbYkExaWGYAywAftbry3RTJcI0S2Myya8EywIetLnR5w6gvymHGRiWjWVFT0OkJocqcveUv4gNPKbCZiFzOigKAOUU6HO3xQxAENDgDI14PSjkLnVKGfloeI229/giUMmZEt70YUWBTQExqBZaUG/HvI735bopkJNb9Gf5mVctlmFOkw592tQNAxkvzj0WnlFPGZgo6vGFUmbIX2Jg1CjhounfaOF5AKMbDkMOMzbwSAxr6/GhwBuAJxTC3SD9iG4tGASdlbNLmCERQrFeJfjkFgAKbgnPJ3GL881A3La+QIcmMTYq7kA2z7Wh1h3B6hSmnUxz1ShmCFNhMWocnlNWp+daBL8QYRzPX0uEbWK0+V4OHgfh4RF4Ant/fBZZByoyrVaugjM0EOPwRlIh8Ve8ECmwKzKXzSjDbrsPlf9yJ0x94F68eo+zNVPQHo5CxTMqp3DevqsbqajN+eMHsnLZJr6LBw1PR6QlnbeAwEM/YAKC7/TR5B17LueyKqi/SocyowlN7OrC6xgJNive3RaNI3tiQ8Tn8EZTkoPp6JlBgU2BUchb/vmklfnTBHMwvMeB/XztOb84pcAVjsGjkKdOr1WYNfv3p07BhTlFO26RVyKiOzSRFYjx6/ZGsj7EBaEZNuhIZm1x2RTEMgxtWVAEAblpZlXIbM3VFTUgvBTYkmwwqOT45txgPX7EAHC/ghf1d+W5SweoPRmDRiCu9qlPKEIxRxmYyOjwhCIhP982WRGDTR4FNWryJrqgcZmwAYNN5s/CvL63AFQtLUz5PXVET4whEUaqnwIZkmUmjwKpqM/59pCffTSlY/cEYzBpxjfLX0hibSev0xpc6yOaCpYmB5lR9OD2+cPy1nMs6NkA8a1M5RoBr0ShouvcEUFcUyZmVVSZsa+mnon2T5ApGk3fgYqFTUlfUZHUNBDbFWbyzVMhYmNXyZMEyMrZkxkaZu66odFi0iuSsSDI2fyQGf4RDMQ0eJrlwWqkBfYFocqE3MjGuYDQ5GFQsdJSxmbRubxgmtRwqeXY/2uw6JU35TpMvEoNKxkIuE9fXjVWjRH+QrmE6Oj3xG4YyY/a6eDNJXK80MmFzi/SQsQx2tLrz3ZSC5BRhxiY+eJgCm8no8oZhz8FaNnY9LYSZLl+Yg1Zk2RognrHxhjlEadr+uFr64+VFai3Zm22YSRTYFDiNQobTSg3YQdWIJ0WcXVFyBGP0YTsZ3d5wTkq+27VKqj6cJk84ltMZUelKrBeV6Cojo2vuD8KglIkuuz0aCmwkYEm5Efu7vPluRkHqF2FXVGLwMI2bmrgubxhFucjY6JQ03TtNvnAsZZ2ofEu8790hCmzG09IfzOpMw0yjwEYC5pXocbjbl+9mFKT+gBgzNjLwAhCmrM2EdXvDsOmyfz1tOiVN906TNxzLadXhdFkGVqn2UGAzrpb+AAU2JLfmF+vR64/ASanxCQnHeIRifPIDTix0A+MRaL2oievMYcaGxtikxxvmoBNxV5SbuqLG1dIfHHPqvNhQYCMBc0viC7w1Omn9qInwDHygiTFjA4CWVZggjhfQ64/kaIyNAn2BKHUXpsEXiUEnwq4onVIGhYyhjE0amvuDqCiQGVEABTaSUGFUw6iSo5GmfE+IJxSvYSG2MTa6gbQ9ZWwmxuGPgOOF3MyK0ikRjvF0jdLgDcWSwbqYMAwDq0YBd4hq2Yylzx+BOxRDTRbXX8s0CmwkgGEYzC3Wo6HPn++mFJTEoEGxZmwClLGZkERxvlx0RdkGjtEfTH23/16TEz964zhNJYZ4x9gA8XE2NHh4bEd6498rqVZIFytxvtrIhMUHENPMqIkY3BUVENGHW2IGSSDCAYVzk5R33QOBjS0HXVFFycBm5N2+IAi45qnd6PVHcFadFefOsGW9PWLmi3CizNgA8Wyth8bYjOlQjxflRhWsOXhfZQplbCRiXrEejX3UFTURnlAMShkDjUJcb4PkGBvq5piQLm8Yajmbk5op9jECm+MOP3r9EajlLN5tcma9LWLnDYuzKwoAdUWlYWebG6trLPluxoSI6xOdTNq8Yj0cgSitVjsB7lAMFo0CDMPkuylDDMnYkLR1+8IoMahycj11ShlUcjZlYPPhSRdUchbXnV6Bj6kiOHxi7orSKKkragy+cAy7Ojw4p86a76ZMCAU2EpGYGXW0l+rZpMsdiooyvcqyDNRylgamTlC3N4ySLC5+ORjDMLDrlCkDmwNdXswr1mOWTYuTruC0HmcT4wUEorwol1QA4mNsaFbU6F463IMIx+PiucX5bsqEUGAjEVUmNbQKGY720gDidLlCsZwUc5sMjYKl6d4T1O2LoNiQu0DVrlXAlSKwOdTtw/wSPWrMGvAC0O4J5axNYhOIiHNl7wSrRkF1bEbBCwIeeLcJF84pyslMw0yiwEYiGIZBnVWT14xNkzOAV472FkxtD3dQnBkbANDIZdQVNUE9vjBKc5SxATBqxqahz4/Zdh0qTfGR362u6RvYJIJzsY6xiWdsqPs+ldeOO3DM4cfNK6vy3ZQJo8BGQmZYtTjak7+Mza0vHMD//PsI/nGoO29tmIj+UDQnxdwmQ6OQUcZmgnp8YRTnMLCxpQhsohyPk64QZli1MKhk0Cll07pCsU/sgY0mPt2b5wvjZixXOF7Ar7afxBULSjHTVjjTvBMosJGQmVYtjuQpY9MXiGD7SRcA4G/7u/LSholyB2Owimw5hQSNgsbYTFS3N4Jife4C1WK9Cg7/0MCm0xsGxwuYadOCYRiU6FXTerHMUxkbsQ4eVoAXAG+EuqMGe6uhDw3OAO5YOyPfTZkUCmwkpM6mRYcnDF8e+oz3dHjAMMC1S8vxUasr58efjP5QNFloTWwoYzMxUY5HfzCKEkPuMjYVJjV6/OEhjyW6nepsWgBAiUGJHgpsxJuxGbixSTVWajr7+8EuzC3SYX6JId9NmRQKbCRkpjX+YZqPpRWOO/yYYdFiRaUZTc6g6GtDCIIAdzAGm2gzNjLK2ExA30CZg1x2RVWY1HD4I4gNmvXU6g7CrJYnx26VGqZ7xiZ+k6UV4VpRwKmFMF2jVJCert5pdGJ1dWHVrhmMAhsJKTeqoVGwOJ6HQn0nXSHU2bSYbY/3xx7uFve080CUQ5jjc1KldjI0cpYGDw/y6ActmHffWzg2yqy/voGV7Uty2BVVYVSDF+KzsRLa3KFktgYAinQqOKdxbSl/lINeKYOMFVetqIRExibVIPDpqj8YxdFeP5ZWGPPdlEkTZ8cnmbBodze49j4sNCuxv6ET4QoeEV8M4X45Ir4YorBBUVKSteM39bqxulgNq6sbcgY4caQJBpv61PFjFkCe27RmtLsbvNcLT58X4X7dkPPRhfhgQTGNsYn1ORD2xscnKSNBeP08Iq0n83oOxSDY04sfvHIU3qiAR986grPkZUNf2zFLMmNTYlChM8uzkBLXqcgbP2bL4QaUaOQI98vR2OFArUGDaHc3Iq19MIa86PcGEG5oyOn7USx8YXEup5C4hmpeAAOgp7kNVb5Tn1eB9hg27+pHkGPxq7UlQ65duF+OGK8ErIU3WygdR3viN6WzCnDQcAIFNhLAud1o+MSFaNcXY0bVKuy01aH50W+hW2dDzN+Hbp0NMl8PZr/9FoDMf8jsanofR/pdOH3/G+j+zQmUnX4ddv/6VRT3HEoePxZwQvXcPwFrbhY/4nw+NHzmIhypELD58nL8zz96YHKdOh97S5XA7FvR6dwH1KzNSZvGbK/bjdZbvgLGEw9s+CWfg1NjQfsz9448hwPFGKcDzu3GE/dthrfyM7ik5228zq3G8Wv+B06tech52ff/toBlIjjq2gcj5mS1PYnrFGVkwEX3YO/m+7HA14VD5j7sOP1buGjvHjT88nW064vB22bBNWs9mq++JmfvRzFpdnfCFenEob5DqLIuy3dzAIx8r+nO/wEaHvktSp2Nyevz93Itnpn5ZQDAzH8/g3WO46deb/4+dOvtqP7bnwGIM+M7Fa82HALDxOCKNABYnu/mTIrou6KeffZZ3HHHHbj11lvxzjvvjHj+F7/4Bf73f/8XN998Mw4dOpSHFuafzGSCZukSgGUxz92OFp0dEWbQBybLQrN0CWQmU1aO/+DhZ8DxGpyY1Q8AqAg40a4dVIKbZaFZvBgyfe6+kGV6PTRLl+DZs+Rwh2rxzJnqIc+/sjjelufbn85Zm8YiM5mgmlsPsPG3pIqLIiQb9KGZh3MoBjKTCW/MrYZc7kak7mOEZEocNFWc2mDgvLzbfRAyuQ+P7Hkk6+1JXCeFwMEc8aNHHU/ZP3+mDJGoCW31geT70RQNwqtQY8hk4iy/H8Vkd/dhMGwITx8Vx/sMGPle08dCcCtOdR+CZfHn+YugVPZhhvJDvFRx+tAdsCxUc+sle/3+fmQHlMo+PHv8mXw3ZdJEHdh4vV5s2bIFP/3pT3H//ffj1ltvBc+fGqjX0NCAl19+GXfffTe+973v4dZbb81ja/PLfuvXAJ7HPE87YqwMx4xlp57k+fjzWXCw7yD2dMXvfHrL+tFYyqAi6ETb4MCG52G75ZasHH8srV/YgPfVZ6O181K8xX8OjaXxfv7GUgYtZh0AHof7P8bH3Ttz3rZULFddDQy8vtVcFEHZoG6yPJ3DfNvVsxudMEGt7kRbtQtaLoijpvJTG/A82q49F13eAORyH/b27sHBvoNZbdPg62QL+9CjNqKxlMHBEjMEyNBn6UDrFzYAPA9TNACeYeGTDwqss/h+FJNdPbvhCPjAsmEcdR7Frp7d+W5S0uBraI4E4FSd6nZpLBbQjhroNG3gyw7juLEMvapBXcA8H/95CTrYdxCtLg4qVa/ortlEiLoravv27aivrwfDMNBoNNDpdGhoaMDs2bMBAFu3bsWyZfH0Zk1NDY4cOYJIJAKlcmR6MBqNIhY7NfI9GAwCAAKeCIRo5tLB4RiHiD+KkEKGiD+KoDc+sHDwY+k8N9Ft2LmLIJu3GGX7d6IsEsQ++xyscxxHVBWFbN5isHMXIeiNZORYg7d5Yf/foAqWQc8LMPNRvLXYjLo9fuy2zwMn1yaPL5uzEBFXKCu/+2jb/Mm9DdG+s2CT9yPsnYWXTqvA8pMhvLVYD1XIBjMThJ4z4HcfPoZvLPxR1tqR7jayGfWQLVuN4MFD0AsMWFad8hzmoj25+p3H2+axvU9AEVoNveEIdGEd7HInGk21ONvVnjwvf/FshzoyDyomBF3MiBf2/w3rShfl5DpVhgPo19rx1gwdlF4j9DxgZaN40rMN/zVvMQzNbdDzQL/GBjnLZv39KKZtHtv7BDTReVAjBl1Mj8c+egK3L75bFK/NwdewLBKCV21NvtfePKME8t5S2PRHYGYdcPI8jppnoN7rAKc0QDZnNpgZ9QgNXD8xX4OJ/vwL+/8GZWgh9PqjQ67ZZNvByzPf1ao1jt/9J+rAxuFwQD8o9W4wGOBwOJKBzfDn9Xo9+vr6UFZWNmJfmzdvxg9/+MMRjx98tx1qlXrE45MV4wX0+SLwa+RwB2MI6+Or+w5+LJ3nJrNNZPFlcPTIcZk/imDRMvhghBANgFl8MQ6/25HRY/X5IjjBO6A5YcSi8AzM5gBb3xkQGC3MZg3myqxwFy2HEPGDWXwxjr3fmdXfffg2J5wd4NtKsDpgh8l4GB7ODE3kLGxfWgoTo8NSVxmiMTksXWcAXcDe/oPwW8sz3o6JbmNYfR08jn+gVF2JpdDDZ1+WvIaJc5iL9uTydx7rGrLtJpwRsEHHFkPDr0E1lJCbZsFnD0GIBuBYcCZkR7Zjpb8UMrkXhq4zIMT0eFvYDS1rz/p1Wibo0akvg4IJYqHTjBkxBvbeRYADaF9wJlTO3TgnqoCzdDW0fCyr70cxbXOktw2yDhNW+YvByEIw9C4G4wxgr+cgwkWVonhtJq7hYsYIl1oLn30ZHJog9L5inBNVwuIvhTy2CuVCBN6SReiJKeBXaOE641wEP+4V/TWY6LlLfJ6v8hfDwDqhimiS12z4Z2O67ZBnYTbcykvrxt1G1IGN3W6Hz3dq2rDX64Xdbh/yfGNjY/L/Pp8PNpst5b42bdqEjRs3Jv8fDAZhs9mw4OwKaDSZG9AajnFo7PWjwqxGuyuEuqJ4inPwY+k8N5ltVHNNEHY9DWX/Pvy5ehU2HNuH6ppiMBcvyPixGnv9eGDvgzhS1IPu/oUIMhrUFG8DE7Gim2fxvn8uLvWdwMIyHZiLF2T9dx++zUOv/QYHjE60epZjZskH6JFHwcWM6Fy8DWHGhvY+DXhVGFUlH4BlWATUPH655gcZb8fEt6lF27Y/4V1vA94srsD1zj2oqi0dcg5z0Z7c/s6jX8OGooM45l6DqqKPodM1wyOPooM7F1e49qO6ughPl72HZv8uNPhPg8F0FEX2D4BICXhVJ25ffHfWr9NW7xH8y3YGZll3oce9FEH0oLZ04DWl4fFVUwjvKKI433MUxRFv8lqK4fxmc5sH/vUrNJfsQlNoFtTqDhRbdkOmdCOgjuFTZ98tktdm/Bq+GGjCu7Y5uMy5By9fGsLH3FL0hAKYVbwNMnUvunktPpZV4fO7tsN92nIs/OzpeT+/2Th3D+x9EAesHpzwLkWV/WNo5MHkNRv+2ZhuO1RZyNikQ9SBzapVq/Cd73wHABAKheD3+1FXV4fOzk6UlZVh/fr1eP755wEAJ0+exNy5c1N2QwGAQqGAQjFyaq/WqIRGk7mR7WyUgzIQgdqghDLKQTOw2vDgx9J5brLbWL/8BZy26T701Z2FQ1oz1nz5C3DqFBk/1vHW3djl3QFBboNbUINXehFU+CFADU+VH75jgJNlUDZw/Fz87onHDgUP4oBvP/picxFW9SOi9EAwNKC3+wLYdEEgFoCL10Cl8CCoiAfOB3z7cSh4EEW6uTlta6ptyr96I+T3/AFuGQs+6h9xDnPRnlz/zqNdw5CggI8FopouBBU+cPo2+PoYbC/VwPj51TjQ/GdA7kE/r4VG04Ogwgee12GXtwXHQ8cw07A8q9eJ/8XDcLMKuFg5HFEbVJruIa+pwDXXIPA6Dw/LQBbxouzLG7PyfhTTNh9378QB334wCg+8kANKD4KKABi5Bwd8+3EwsB/LS5aJ4rVZ/tUbYbz3SZzU6NBs9WG/zYW+dgNi2k6ElAGwCh94YxM6vEtwpDiIRVd9Ou/nNxvv6+Nd+7DLuwNB1A+833oAyJLXbPhnY7rtUOepMKOoBw8bjUZs3LgRGzduxJ133omHH34Yzc3NuOKKKwAAM2fOxEUXXYS7774bmzdvxiOPZHdGRCHQLTsd1XXlmOduw7ZZK6Bbdvr4PzQJzxx9BuzAyycaNUAhP5VZU8j8YMDBPWNO1o4/lt/s/Q1YMAiFSqBSxRfk1GlbIAhKhIJlA222QKnwJH+GBYPf7P1Nztuaim7FchgqSgEAwrz5eTmH+Za4htFofOaJQuGK/y33gGXDeGN+Bf4YfhssGMRiegiCPLkNALBg8czR7M7q0K1YjmPLAgB4BENlCIXKoFb1DmoDgz9F3oZBiMKt0EA1b+60uJaP7nkULOJdEBynhkwWTD7HgsGjex7NV9NG0K1YjpJSK6KsHP8+0woWLELhIqjVpxby1WjaAMjw1No6aBYuzF9jsyjxeR6NxYd2yOXi/GxMl6gzNgBw5ZVX4sorrxzy2Icffpj89ze/+c1cN0n0rNdcgw0PP4PH512ASIwf/wcmyB1245jzKKCI7zsWM0Ku6Ti1AStArvCgf2nu61b4oj4ccOwHDyvC4WIYDEcBAEqlAzI2iECwBkpZI2IxIxQKd/LneAg44NgPX9QHIDe1dsZSvGE9sMML9ac+m++m5NzgaxiNmiGTBcCy8YH/DAOoVN1oY8wQHFvj28SGBj8AwIPHMedRuMNuZKvWiDvsRqvRB7W7Gw7nCgiCEjpN26A2xF9TRv2n4VXrYb3m01lph5i4w27s690LHsVgAHC8CjL2VMFEHgL29e4duC7iqOFTd9EG4AM3GtRyqAQB4YgNFutHyeeVSidYNowjMqtoPh8yafDneSymA8uGIJNFwA/MtRHbZ2M6RB/YkIlTz1+Am372XTz46MfY2tCHBUWZrX1iUpnw8IaHYdRE0emO4tNPnMTnF1yC65Zfhy5PDDU2Jb7Q3wqvzpzR46ZDr9Dj+ctewLGefnz6iRZ8e9ViLC69HqVGOb7saYRccSGumKfDdxu9+H+rb8La2bcDAFr6IphpNyMSFkedGPOcWcCO3eBrZ+a7KTmXuIYNDhee2tWPj7kgnvlkPPvS0hfB4x/24mAvj+cvuxYNDhf2dgbxvZZuPHf5ryBnGbT0RVBqlMMTVMCkMsHjD45zxMlJvA+e39OOh7Z7ML9EhZ+e/33U2JTJts60m3HVHxuB/7oa6vmzstIOMTGpTPjnp17CoU4nzFoWaw434s4VX8WcIhVKjXJ0eWKYX2aFSWVCD8Sx7ErlovnAB9twy6L/Qa0V+NyRVty//mswqWXJa3lNXzNmFl0LvUIcnw+ZNPjz/Kdv9uIjPv5+S7yPujwxUX02poMCG4mqLrNiabkRf9ndjnsuqJ/SvtyhKHrbIygaNBbJprajyqKBP+BBhGvBPHsZ6izlUAhBzLToUWf3ossbHmOv2VOiK0YLo0CMb8GqyloUaRSosmiwfhaP3+1oRSxaBoXMh5UVMzDTEi+uxkd8KNFp0BrOzpfgRGkG+qaDWci4FYISXTEiYQO84QBqLArMtMQDPD7iw1kztfjnkSOwa4oQMRjw0ckulOhdqLfNSm5TZdGgVcj+tbSp7dh0fjkU8kZctbQcGhmLmRZ9sh0lOg2M6pPojwrj7Klw+cIxtLtPZWVKdSXwGnSQyRkAjZhbVIkKgxpVFg0UQhClOnF9QRpUMmgULIJhNfp8SihkDDbMqkeXO5y8lqdXBvBhqyu/Dc2ixOd5OOpFrUWOmZaZyfeRQgiK6rMxHaIeY0Om5r9OK8PLR3rR7Zt8gCEIAq59ei/O+/WH2NvpGfF8z8ACgMXDFh+sMKmHLA6Ya50DQVW15dRU/mUVRvQHo3jhQBcWlxmhkov35Z8MbKb5Ct89vgiKdENfWwtLDQjF+OQq9q2uIMqMuVvVezi1QoYvLa/EnKLUa+sY1fHpr1LE8wIu/MMOLH3g3RGvVdfAwpJmjXjWY0uFYRjMtuvQ6AxgT4cXc+w6KGRDPxsWlOhxtNeHgMTfj92+CMqNmSt/ki/i/WQnU3b+bDtMajleONA16X3s7/KixRWP1F882D3i+UTQVKQb+sVSaVLnLWMDxAMbOcugzHDqTTqnSI9yowq7OzzYMNs+xk/nn2Yg6JrugY3DH4F12BfjvGI9WAbY3+kFADQ7g6L+MDaq5HCHpBnYHOn1wROOIcoJeLvROeS5xIrZFpEHNgAwv0SP4w4/trX047TSkQvNLijRgxeAo73i6D7Llh5fWNTvpXRRYCNhKjmLzy+twPMHuhDjJtelsf2kCwalDBvX1eGDlv4Rz/f6I9AqWBhUQwcCVpjU6A9GEcrTF3OnJ4wKkxqyQQWi5CyDhz+1EBfXF+HmVeJemfdUxmZ6dkUl9PojI1Zg1yhkqLNqsbsjPvj7YHf8LlusDCo53KFovpuRFR+1uqFVyLCozIBdHe4hz7kGslRiz9gAwLJKE7addGF/lxdraiwjnq8wqmHTKrC7fWTWWkqcweiI7HshosBG4r60ohI9vghePtIzqZ/f3+nF3GI9llaY0OkNJ+/CEnp8YZQZ1WCYoRUmK03xqD9fWZtObwjV5pEj+NfNtGHLRXNh1Yr7zStjGajk7LTO2ERiPDyh2IiMDQAsLTfiwxYX+vwRdPsiqBdxYCPljE2TM4Bqsxqrqs040OUd8lx/MAq1nBV1l2/C5fNLAADVZjXOTBHYMAyDc2fZ8H6KmzupEAQB7mAUNp24PxvTIf5XHJmSGVYtzqyx4FfbTk7q5w93ezHbrsPCgfTs/mHjbHp8EZQaRo5vqBgIbAYPKsylDk8YVebCTqlqFbJpHdg4B4LoVEHo8koTdnV48NoJB2QsgwUlI7sPxMKokifHm0jNyf54N+DcYj2a+oMQhFODpF3BKEzqwpifUqRXYevNq/D6l1eNGF+TsGG2Hbs7PPCGpRmkekIxcAJg04o/wzYeCmymgeuWVuCthj7sanePv/Ewzf1BVJnUKDeqYFbLsbdjaGDTPUqfbIleBTnLoN2Tn4xNlzecMmNTSLRKGQLTuCvqVGAz8oP27For5CyDH7/ZgJVVJhhF/AVqUMkQivEIS3CGW0t/EBVGNeqLdPBHOLR7Tt3I9AejMKkL50vSrlOiSD/6IPT1M23gBQGvHO0ddZtC1heIv98oY0MKwpk1ZiwpN+Ku/xwbckc1Hl84hr5AFFVmDRiGQX2RHvuHpZu7fOFkdmYwlmVQrFPmJWMjCAI6vCFUFXhgo5vuGZtAfFZdqsGnepUcd66tg1rO4s614q71kwi6pHin3+0Lo0ivRP1Arawj3acG1/YHozCqxBtwTlSRXoV1dTb87sPWfDclKxLvN5vIu+nTQYHNNMAwDP7v0nl4/YQDT+7uGP8HBiTuvioGptLOsetwoHNYYOMJJ8fTDFdiUKHDk/vAxhWMIRjlUV3oXVFKGYKx6RzYRKGUMdArU1eo/e+1ddj+tTNx7qzUC9+KhUElzcBGEAQ4A1FY1ArYdUpYNHIc6fUnn+8PFE5XVLquWVKOj1pd2NMhvUHEiYyNXVc4WbbRUGAzTaypteKHF8zBT99pxIPvNaf1M4k6NIkxNHU2LY72+sHz8ayPNxyDN8KlzNgA8e6o9jwENq3u+PT0akthZ2ziY2yk132Rrv5gFHadcsTA9MHYMZ4Ti0TWwiOxwCYY4xGK8TBr4r9fnVWLIz2nMjbdvjDsEujWGGxFpQmra8z4+XtNE8p+FwJnIAKljIE2TwtXZhIFNtPInetm4s5z6vC/rx7DPw+PrEkzXI8vDINKBp0y/sE106pFIMolA4dEN9PoGRslOvLQFdXqSrSrwAMb5XTvioqOKM5XiBIZG4/EZka5EwX4BsbRzLBoh9R56fZGJBfYMAyDH14wB7s7PJIba9MXiMKsUYx5I1EoKLCZZq47vQJfWF6JBz9oGbe2TbcvMqTAXZ01HigcHuhHHy+wKdWr0JGHwcNt7iAsGgW0o3RhFArddA9sBjI2hU6nlIFlpNcV5QoNrVNTa9Xg+KCuqB4JZmwAYEWVGefMsOKRD1ry3ZSMSnQrSgEFNtPQbWtq0eUN440TfWNuF69Rc2qWgFGtQKlBhcMD6eY2dwhahWzUfvQSgwq9/khWVhgfS6srhLIUU9ALzXTvinIGIiiSQLEwhmFgUisk1xV1asmE+Pt/hkWLbl8ErmAUgQgHX4SDXQJTh1P5zMJSvNfcj15//paNyTRnIAKTRhpjoiiwmYbqbFosLDHgn4fG7o7q8UVGrMEzr1if7Edvd4dQahh9DETpwNTJHn9uszZt7lBe1w7KlGk/eFgiGRsAMKnlEszYRMEyp7raagfGtB3r9SeXWikZY/p0ITuj2gy1nMV7zc7xNy4QfZSxIYVuTa0F7zWPXUWzxx8e0hUFAHOL9cmMTYMzMOY4lpKBrEmuqw+3uYKUsZEAZyAKuwSmngLx7hrpZWxisGgUyQHc5UY1lDIGxx1+tA10U482saDQaRQyLK0wSmp2lHNgjI0UUGAzTS0tN6KlPzhmKjVlxqYknrERBAFHe3yYadWO+vM2rQJylsn5Kt+t7tCIgKwQTecxNompxFLoigISGRtpXUtXKDqk5omMZTDLrsORHh/a3CFYtYpkNkeKllWaRtT1KmTOQCTZrVjoKLCZphaVGsAySC4kOFwwysEdio2oKjy/RA9vmENzfxAn+gKoGyOwYRkGZUZVTjM24RifMiArRNN5SQVfhEOY4yXTFWXWKCTXFeUOxWAZNoZmUVk8i9HiCia7pqRqYakBzf1BRCe5wLDY9AWiyRluhY4Cm2lKr5JjfokBeztS33F0DwQjw9eBWlZhgkrO4old7QjHeCwqG3uNnnKjOtnfnguJIKpcCl1RyunbFdU3kEmUwnRvIJ6xkdp07/5gdMRyF0srjNjd7sb+Li8Wlxvz1LLcqC/SI8YLaHIG8t2UKRMEAc4gdUURCTit1IATff6Uz3WOEtioFTKsrbPihQNdKDeqxr0rqzCp0e3NXVdUpzfet59qYc5Co5vGg4cTXaRSydiY1BLM2ASjI1ZeX1tnQ18giv1dXiyrMOWpZbkx2x7PVh/tTf0ZWki8YQ4cL6RcvqQQUWAzjdUX6dAwyt1GlzcMBkBxijEO310/CyV6JTadN2vcYk7lRhW6cpix6fSGoVGwkniDahUyRDlh3HpDUiS9wEYuucHDvgg3YpHLRWUGzLRpoZQxuGR+cZ5alhs6pRwWjQIn+4P5bsqUuUKJYovSGGMjjd+CTEp9sR49vgjcAy/qwbq9YVi0CihkI2PfM2oseO2mVaiyatDqHPtNXWnKbVdU58DaVVKonpkoMOifhuNsHP4IdEoZNBIo7w5Ic4xNIMqNKILJMAw+/uZZ2N3qjtfuCUjrdx6uzKBCax6qq2daf7ImUeHfEAKUsZnW5hbpAMTrTgzX6Q2jOAN3y+VGNZyBKMI5KtLX6Q2jqsCXUkhIrNkSiEy/wKbXF5FE1i0hUccmsc6aFASjPHQpqnurFTLJZNrGU2ZQodVV+Bkb97Aq0oWOAptprMqsgUrGpgxsur3hjAzcTNSx6MzRYpjt7hCqJDIbQ68aCGymacZm+PiNQmbWKMAL8e4bqQhEuZSBzXRSYlChzSWNjI1KzkIjl0ZIII3fgkyKjGVQa9HgyKCF6xK6vGEUZaBqaGIdqZM5uqtpcQUx2zb6FPRCMq0zNv7IiBk3hSyx7Eiqbt9CFaTAZqArqvAzNq5gFDatNBbABCiwmfZqLRo09o0cQNzlDaNIN/UvliKdEgalDMcc2Z854AnF0OuPYKZdl/Vj5UJyjM00DGwc/gisEqk6DCA5yNYlkSnfHC8gFEvdFTWdlBridbpyvR5eprlCMUm93yiwmeZqLBo0jBrYTD1jwzAMZli1ON6b/VoPjQMzvGZJJGOjU0zfrqheyXVFxTM2nqA0MjaJ16ROOb3nn5QaVBCEU2UmClUiYyMVE3pV/uQnP0E4HJ/hIggCGIaBIJwaDJdIYwmCAI1Gg//5n//JYFNJNtRYNGjcGQA3aFBjoupwpoqjzbBqcSxFd1emnXD4IWPiv1OXO7frU2VDImMzHbui+iTXFXUqY1MtgfIuiSyiViKz1iYrUS+r1RVCSQFnPFwpii0WsgkFNhs3boTH48G7776LtWvXQq/XZ6tdJEdqzBpEOQGd3hDmDlQRdmS46usMqwbP7nNlZF9jaeiLL8qZaop6IVLIWChkjKQGnKaD4wXJZWxUchZqOSuZMTaJYDsxwH26SrxGe3zhwg5sQlHUSiTTDUyiK+qWW27BE088gUsuuQQejwc33HADlixZgvvvvz8b7SNZVjMwg6h5UJGpRHG0TC1AOMOiRYcnDH8ku+MLDnZ7McMqjRlRCQaV9Erxj8cVjIIXpLOcQoJBJYcrKI1rmXgvT/cxNgoZC6tGgZ4cL/Sbaa5gTFJdURMObM444ww8++yzeOihh/DFL34RK1euxN13341XX30VDzzwQBaaSLLJpFbAplWgZVhgwzAYsnLvVCSCjeYsV+jc2ebGaaVjr11VaAwquWTu8tPlCEir6nCCUULX0kddUUnFBiV6cliENBv6Q9O4KwoANJr4l9TChQtx2WWX4Ytf/CIA4JJLLsFXv/rVjDaO5MZMmw4tg6Zj9/giKNIpIWczM/Uv3j3EJAf3ZkO3L4wOTxiLyqS18J5BKU8Wz5ouHP74l3+mAmuxiAep0riWia4onVIOd0wawdpkFetVBZ2xEQQhvu6XhN5vE87YHDlyBJFI/CKWl5ef2hHLYuHChZlrGcmZWXbtkIxNuyeEGnPmunTkLIOZVi0ax1l+YSr2d3nBMMCCYmmN+zKqZJL5MkyXIxCBSs7CILHxG0a1HC6JzIryJwMbaV2jySjRq3K6bEymeUIxcAIk1RU14YzNq6++itdeew3FxcWorKyEXC7HypUrodfrIZPRi7wQzbRp8daJvuT/29wh1FozO5CsvliPpixmbD5uc2N+sR56lbSmn07Lrih/BMV6pWSKhSUYJBSk+iMxqGQsZBnK6hayYr0SO1rd+W7GpPUF4p8v0zpj8/Of/xz79+/HU089hUsvvRT/+Mc/sH79eixZsgS/+c1vstFGkmWzbDp0esMIDtSmaHUFUZvhZQnm2HVZ64oSBAFvNvThE/VFWdl/PhlUcrglMuA0XQ5/BCUZqHotNkaVhDI2UQ5apTRmH05ViUFV0GNs+gbGtE3rMTbnn38+AKC0tBSf/exn8dnPfhYA4PP58J3vfCezrSM5MdOuhQCgsS+AecV6tHtCqM3w7KL6Yh1aXcGsLIa5v8uLTm8YF88tzvi+802vkuNEFjNdYtQXiGdspEZKY2z8YU4yK69PVbFeiR5fZEhNt0LiDCTGtCng9Ekj8M5YyK3X63HjjTdmanckh+qsWrAMcKTXh05vGBFOSE4Dz5T6Ij04AWjoy/zSCi8d6kaRToml5dIaOAwkui+k8WGTLoc/ihKDBDM2EhtjQ4FNXLFehUCUK9gK4c5ABCoZK6kZbhnNJS5dujSTuyM5olHIUGvRYG+HJzkOZkaGx9jMssWDp6MpVhKfqpcP92DtDCtYCfb3S+kuP129AWl2RVk1SjgChXtnP1ggyknqi3Aqigdeq4nMR6HpC0Rh0sglNaZt0ksqjIWWVCg884r12N3uQbVZA7WcRalehXZX5tY/UStkqDJpcKzXj+Xlmasp3+0NY1e7B19cVpmxfYpJIrCRwpdhOgRBQJcnnFwVXkqsWgWinABvuPADVV+EApuERL0lZ4Fm4/oCUVjU0hlfA0xiSQUiTUvKjHjg/WYU65VYUKLPSvajzqrF0QyvGfXGcQcUMgYrK80Z3a9YGFVycLyAYLSwVw9OV68/gjDHo8oswcBmoPx+X4He2Q/mj8SgUdDgYeBUhez+Ag1s+gMRmCW0fAlAq3uTAWdUW+CPcPjz7g4syVKRuzqrBkd6MtsV9eqxXqyptSYXjJQaw8D0dW+Wl6MQi5MD9ZSqM1hHSSxsA1+A0ghsKGOToFXKoFXICjaw6QtEYVZLq0yG6AOb733ve9i8eTNuuukmdHR0pNzmiSeeQHFxMbq6unLcOumosWhw4cB06SsWlGblGHU2LU70+RHjM9etsq3FhXNmWDO2P7FJFKmTQvdFOlrdITAAyo3Sy9gkvjycwcKtUpsQoMBmCLtOif4CDVj7KGOTW1u3bkV3dzc2bdqE6667Dt/97ndHbNPY2Ii5c+dCq5XOyqT58tx1p+PkpvUZnxGVMNOqRZQT0ObOTAViZyCCk64gllVmbsyO2CQKDk6XhTBbXUEU6ZVQykX90TQpChkLq1ZRsINMB6NZUUPZdcqCHWPTH4hSYJNLb7zxBpYvXw4AWLlyJV5//fUR29TV1WHVqlXj7isajSIYDA75Q4aSy1gUZXE2SqKacUNfZuqyHOyOj9eRcmBjHhjUJ5VpwuNpdYVQIcFsTUKRTpksiFbIfJEYFegbpEinLOiuKIuGuqJyxuFwQK+Pr/2j0Wjgcrkmva/NmzdDq9Um/9hstgy1kqRLq5Ch3KjCyQzNttrf5cUMqyY5dkGK4msmyQv2bnCiTrqCKJNgDZuEIp1SEhmbAGVshrAXaGDDCwKcwShM03lWVDZwHIc1a9aMeHzx4sWw2+3w+eJ35cFgEGazedLH2bRp05BZXcFgkIKbPKi1aDPWFXXM4cdiCRblG66ogNPcE3Xc4ceFc6S3NEZCkV5Jg4clyK5XYk9H4a0X5Q3HwPGCpBbABEQQ2MhkMmzfvj3lc1u3bsXTTz8NANixYwc2bNgAAAiFQggEArBa0x80qlAooFBI6+IVolqrBk0Z6opq6Q/is9VlGdmXmNl00hiXMZ5AlENzfxCzbLp8NyVr7DolGjP0+s8nGmMzlF2nKMjBw4nPFQuNscmd9evXo7i4GFu2bMGTTz6Je++9FwDw7LPP4p577gEQHztzzz33wO1244EHHkBzc3MeW0zGM8OiRZt76l1RHC+g1R3ELJv0B43Huy8Kf1zGeI47/BAEYLZdute00qRGp7dwF0wE4u+9UIynjM0ghZpVleLK3oAIMjbjSQQwg11//fW4/vrrAcQzMd/73vfwve99L9dNI5NQY9Wg0xtGjOMhl00+rm53hxDhBMyyS/fuPqHEoMK+Dk++m5F1ezo8sGoVqJFgDZuEGosGvb4IwjEOKnlhBgbBgTWRqEDfKXadEqEYj0CksNaLSpQeoDo2hExBrUWDGC9MOWtzYmAxzdnTILCpNKnR6Snsu/x0bDvpwpk1FkmtWTNctVkDAcDJ/swtV5JricUeKWNzSmJZBUeBZVadgSgsGgUUU7jJFCNp/TZE9GoHauQkFtucrBN9AZjUcknPiEqoMmvQ7QuDy2BhQzFocgZw4e8/wspfvIcXD3Thw5P9uHxBSb6blVWJxWWPOzK/GGyuJJb3oMDmlMSyCn3+wgtsiiT4GUqBDckpu04JrUKGxikGNs3OAKokuFBiKpUmNTgB6PAU7l1+KlvebICA+OryVz+1G3U2LS6bL+3AxqxRoNSgwv6uwu1aDCS7oiiwSUhmbLIQ2LS6gvjR68fR48t81rY/GE22XUqk1bFGRI9hGFSa1GhyTm3Kd7s7hFIJ1zsZLNHddrTXj3qJzBiKcjz+faQHX1tdg/+3YTa2tfTDIJdJsuLwcPVFOuxqjwc2Lf1BNLuCqCmgID3ZFSXR9dkmw6CSQyFjMj6VXxAE3PmvIzjU48O+Dg/+OTOzJUqcwSiK9NILbKT/KUJEp9KknvKU1+kU2Nh1ShTrldjf6UUwyuG2Fw/g9x+dzHezpuRQjw/eMIczayxQyFicU2dLLh8hdWdUmfHmCQd2tbvxX0/twmWPf4zXT/Tlu1lpCybH2NDXRwLDMLBoFBnP2Ozv8uJQjw9fWFaBtxqd8Gd4MVxnICLJjA29MknOVRjVaOmfYmDjCU+bwAYATis14J3GPvxo6wn89sNWfP1vB9HqKtxlQY70+GBQySS5ivd4zptlR4QTsOahDzCvWI/zZtnw3P7OfDcrbYmMjbpAZ3VlizULgc2rxxwo0imx8dyZiPECPmjuz+j+nYEo7BIrzgdQYEPyoMKkQvMUuqKiHI9uXxglWVzXSmwuri/GW41OvHS4B89ddzoMKhneb8nsh1wuHen1Y2GpAayEZ0CNptSgwpNXL8HtZ8/ALy+bj8sWlGBPhweRGJ/vpqUlGOGhUbCQsdPv2o3FolFkvCvqvSYnVlWZUWZUo1ivxN7OzI7NcgajsEuwK2p65H6JqFQY1XAGo/CEJvch0OOLQBCA0mkU2GyYZcNPL5kLNcvikvklOLPGmhynUYiO9Ppw1oz0K4dLzSXzS3DJ/BIc7/bhjGoLQjEeB7u9sGvE/yUTjHHQ0fiaETLdFSUIAvZ0eHDrGTUAgHq7Dvs7vRnbf5Tj4Q7FaFYUIZlQMTBQsqV/clmbroHZASXTqCuKYRjctLIaa+vigwcXlOqnPLMsX2Icj+MOPxaVGfLdFFGos2qgkDE42lsYU8ADtE5UShaNIqPTvds9YbhDMcwrji8EXWfT4lgGXyOJ7JIUx9hQxobkXLkhHtg09wcxdxKzfLq8YchYRpJ3GumaW6zHQ+83F2Rtm05vOF41WiIzvKZKLmNRY9bgaK8fa6ot+W7OuAJRDjolfXUMZ9EqRi3Qx/M8YrEohFgU0Ygs5d+RcPyGLfFYU68blXoZ5liUiEYimG1R4qOmECLh8IT2M9pzjmAMFToZitRs2j8/0W0YfmIBsEKhAMtOPd9Cr06Sc1qlDEU6JVomGdj0+CIo0SundR//LLsOEU4oyNo2iarTlWY1uFjhBWbZUGfV4livL9/NSEsgykFPXVEjxAcPD+1eFwQBnL8fzZ72+P85AT1+BgI/8u+2ADNkm0X6KB67sBTqkAM97X04v4THsnV2nGxpTvnzo+1ntOc0vIDffaIEmkAveAFp/fxEt5lMFXGr1Yri4uIpVSCnwIbkRY1Fg+ZJdqX0BSLTakZUKuXGeNar0xNGWYGNNWpzhyBnGZToVehwFV5glg0zrFq8ccKR72akJRjlqYZNChaNAt5wbMggcLfTATYaQElZCTQaLSI8DwXLIprib5Usfk7DHAcFy4LpD0LOMig2KKFgWQQiHFhXEOU2LVgGae9ntOeCER7whFBXrE/75ye6DTuBm09BEBAIBNDd3Q0AKCmZfLFOCmxIXtRatZMeY9Prj6C4wL7MM61sILDr9IYKLrBpdQVRPM0zbsPVWTX4XX+wIGZGxbuiKLAZzqKJT5vuH5gUIQg8fB43iouLYLEMDJSPcVDKWDAcP+LvxKKowsA2YURg1qmgVMqhlLGAjAe8MUCmgFLOpr2f0Z4LcDHIlQJUKlXaPz/RbSYS2ACAWh2/Yevu7kZRUdGku6Vo8DDJixqLBs2TDGwc/si0GjicilLOwqpVFOTimG3uUDIwI3E1Zg04XkCnV/zXk8bYpJYMbBJTvnkODACVZuK1mqK8AI4XhgzSZhhAIWMRzlDwG+V4yEV4c6HVxtdTi0YnP3WeAhuSF7UWDVr6AxCEiY+x6AvEx9hMd8U6ZUF8EQ7X5gqhzFg4SwjkQumgDJzYBaMcdUWlYB0odNcfHPhCHvhom8xYkUAksR7X0K9opYzNWFYvyguiDGymMrYmgQIbkhe1Fg28YQ7u0MRLhPf6o9O+KwoAivUqythIhEWjgEbBFkSgGojwNHg4BYNKDhnLwBmcepG+YJSDQsZCNuxLXilnEOEyM+A+yvFQyMQX2GQCBTYkL2qt8XRj+wRn9YSiHLzh2LQfPAwMZGwKdFYUBTZDJRaH7SiAQDVIY2xSYhkGNq0CzgxUHw5EuRHZGiDeFRXlM9UVJUA+aAzLPT/6EebNmYX168/NyP7ziQIbkhdVZjUYZuKBTY8vXieimLqiUKwvvK4obzhGgekoqkwadBXA9QxGqUDfaGxa5amuqCkIRDhoUpxjBcsgmqmMDc9DMagr6nvf/z6uve76jOx7NOvWrcNdd92V1WMAFNiQPFHJZSgzqNDuntgHefc0rDo8mnhXVGFlbBKBGGVsRqoyqwuiLlEgykGnosAmFbtOMeXAJsoJiPECNPJRMjYcnxy/M1kcL0AQADl1RRGSWbPsOjRPcJXvZMZmGlcdTrBqFQhEeQQHVlsuBImMBGVsRqo0aQoiAxcv0EezolKx66aesUm8n9UpMjbKgUAkNolJF4PFBiqWK8YYPPzuO++gfs5szJ8zG/Pm1uOMFcugkMvw3LPP4JJLLsGsWTPxfz+9b8jP7N61Execfz4uOO9crFlzJu6///7kBJFbbrkFe/bsweOPP45169bhv//7v6f0O4yFXp0kb+YV67GteWIrVHd5wzCq5Cnf9NONWR2fhTGZAdj50ukJwayR03ThFCrNanR5w+BFvExGjOMR4QQaYzMKm1aJZufYZSwiMR6hGAeeFxDh+OTfiSyM0x8BywCRGAcIQ7dhwCAc4+ALxcACQ54bvp9QjIv/O0XskujOko9RJ0alUmLx4sV45De/g91ixutb38RFF2xAMBjESy+9hG3btmHt2nNw45e+BIu9CJ2dnbj4Exfgsccfx4WfvBRhvw+rV58BmUyG22+/Hb/+9a9x9OjRnHRH0acLyZt5xXo8tat9QlO+e3xh2HWKLLaqcJjU8bdvJvr0c6XTG0alaeJ1PaaDKrMaMV5IdreKkX8gm0BjbFIr1ivHXOGb4wU09PhSVupVDlTzbejzw6CSg4uNrOorZ1m0OYOIRnmY1fIx9xMZqAo8s1gPDLtcUY6HjGUwWlzzyiuv4Mf3/hj/+c+rYORDP28vu/wKAMDSpUvBcRwaGxuxzF6EJ//0J+gNBlx22eWIcDxMJhM+//nP45e//CVuv/32SZ3PyaLAhuTN/BI9fBFuQjNBun0RSa5GOxmJgmDuUKEFNlTDJpWqgYCv1SXeatK+cDywoYxNapUmNbp8o2fdZCyDOSUGhAYq9kYGKvVGOB5quQwRjocvxqHOqoVqoLrw8G3CgoBinRLFetWQ5wZvA8QzNmq5LGXGJsIJ8WrGKRw4cAC/+c1v8PGOHdi3bx8Wn75syPNmsxnAqSrBiQUxW062oKioaMi2JSUlOHnyJARByEh9mnTRGBuSN/NKDACAIz3pL/7X7Q3DrqXABojXzWAYwBUsnK6oLm8YVWYKbFIpM6rAMqcWCRWjROE4nYruiVOpMmsQ5QT0jpG1UcpZqBWylH/CnAC1Qg6bTjXqNnqlHDJ29H0M/qNMMQAZiGdsRntuxowZeOGFF/CNb96O6679PLxeb1q/e011DXp6eoY81t3djerq6pwGNQAFNiSP7Dol7FoF9nel98YBEl1RFNgA8bs/s1oBF2VsJEEhY1GkU6LVNbmlRnLBF4kH0Trqikop8dqebHDqDERgVMkwVkFghYxNDv6drAgvQDXKjCidTgcA+P4P7kJxcQluv+3rae3z89deC5/Xi3/84+8AALfbjaeeegpf//qpnzeZTMlA6ayzzgLHZWfiAwU2JK8WlxnxUasr7e27vBTYDGbVKuAqkDE2MY5Hj4/G2Iyl3KgWdcbGH6GuqLGUG9VggEkFp8EYB3+Eg1kz9hhChYxBdIqBTXSg62qwX/7yl3jyT3/Enj17cMMNN+D48WNwu114+s9/hkIuw2c/dTkA4MLzzwOAZCG/b//3t/HB+++hvLwcL7/yHzz4ywdxwXnn4sILP4Ebb7xxyPiar3zlK/jHP/6B1atX45xzzoFMlp3XEeUTSV4tKTfi8Z1taQ0g5gUBPb4IiiiwSbJqFHAVyKyoTm8YvADK2Iyh1KAqmMAmEhX/SuS5ppTHs25t7hBOL9ZO6Gfb3SFoFLJxs2EKGYtAZPI3M5wQX2BzeFfUbbfdhq987etDxujs3bc/5TgeANi69c0hY4UAYNnyFXjt9deTY32Gr+590UUX4fjx45Nue7ooY0Pyakm5EX2BaForfbtDMcR4ATYtzYpKsGgVBTN4OPGFXUljbEZVJvLAJtEVRbOiRldqUKHVNbFr6Atz8IRi8ffGOMNRFCwzpa6oxOrgow0elgLp/makIMwv1sOgkuG9NOrZJAbkUcbmFJtWWTCDh1v6g1DIGJSIdMaPGMQzNuIdY+MPc1DL2RF34uSUcqMKrRO4hgKALl8YZo0ChjTqOyXG2Ew2tAkNBDaqUQYPS4F0fzNSEBQyFpfNL8E/D3ePu23fQGBDY2xOsRZQxqbZGUC5UQ0ZfSmOqtyohisYgz8izmDVF4lBS+NrxlRj0eBYrz/t7T2hGCIxHuXG9DKZiRW5Y5NcMyoU46CUs+MlhgoaBTYk765eUo4jvX7sbnePuV2vPwKVnIWRppomWTQK9BdIxqa5P4gqGl8zpsRSE2JdWsEf4aCRU2Azltl2HRqdgXjl3zT0+iLQq+RQp5lBUQx0IY22yjcnCGhyBkZdUDUU5aGScDcUQIENEYEzay1YUKLHljcbxtzO4Y+gWK/MeU0EMbNoFfCECyewoYHDY0ssDto5gaKVueSPcNAq6WtjLLNtOggCcDKN7qhQlIcvEpvQuMFExiYySsamyxtGfzAKZyD+Z8QxY7yku6EACmyICDAMg1vPqMGrxxzY2+EZdTtHIELjM4YxqeXwhWOiXl8oodkZoMBmHAaVHAaVfNS77XzzhWM0cHgc1WYN1HJ23DWjAMAZjEItZyc0fZ4FAxnLxFf5TrXPQBRlRhVMagV6hhUKFCAgHOMosCEkF86qtWBllRkPbmsedRuHP4ISWhV6CLNaAQGAV+RZm2CUQ7cvklw2gIyu0qQWbVdUIMpBQ4HNmGQsg/oiHZr6A2NuF+MFuENR2PUTHzOoYJnkQpaDBaM8ohwPk1oBq1aBUJRLVosGgECUhyAAGgpsCMk+hmFwx9oZ+KjVjYa+1APvege6osgpiWJeYq8+3DowhbmCMjbjqhpY5VuMfGGOMjZpWF5lxoGusZeK6QtEwDAMrOMU5EtFLmNTZmx84RiUMhZahQwaBQuNQjakzpU/HIOcZUZdTkEqpP3bkYKybqYNRpUcLx/uSfm8IxBFKXVFDWHWxAdSi33K93GHH3KWQa2ZMjbjqTSp0eEVZy0bf4S6otJx7kwbGvsC4EYpPCoIgMMfhUWtADuJMYMKNnX14UCUg37Q5AqrVgFPKIbEpr4IB10aU8oLHQU2RDQUMhZr66x4abTAhrqiRjCpC2OF76O9fswp0kn+TjETKk0adIl48LBGQddwPOfNskGrlMEXST0zyhuOIcrxsE6y2Kh8lDE2wSg/ZLyORaMALwjJzwdfJAadSvqBKb1CiaicM8OKnW1u+IaNGfFHYvBHOOqKGsakFmfGptMTAjfojnJflwdLy415bFHhqDSr0e0LDzl/YuGL0BibdKgVMnzmtFJ4QzF4QtyIYnoOfwRmjSI5w2miFDJ2xBibMMeDFwRoBwWecpaBXiVHXyCKQIRDjBOSnxlSRoENEZVlFSbwArB72Oyobm98dH8pZWyGUAz0p4tpjM29b57A/P97B9c9swfuUBT+SAz7u7w4a4Y1300rCJUmNTgB6BRhdxR1RaXvs6eVQaeUoccXxpEeH5zBKCDEZ0KFYvyUPsvkLANeEIbMhkwMEh4eeNq0CvjCMZx0haBTysatQ/TnP/8Z7e3tE2rPM0//ZcI/k00U2BBRseuUmGXTYtewYn0tA2tJVdMYjREMKhncIsnY7Gxz4y97O/H/1s9EpzeMG5/dh7/t7wLPCzhvli3fzSsIVQOv8ZY01k/LNT9lbNImZxhYNApUmTVQyVk0OwM45vDjpCsIq1aRdkG+VBKZnsHjbILRgeUuho3Z0SllKDOqoJKzaX1+RiIRRKMTu1GazM9kk+hzUt/73veg0WjQ1NSEu+++G+Xl5UOef+yxx7B7926Ul5djz549eOihh2C32/PUWpIJa2ot2Nk+NGPT4gpCq5DBqlUgEE6voud0YVTLRZOx+cueDsyyaXHH2jrMselw0/P78fLhHlxUX4QivQqtadT2mO7KDSqo5SwaHAGsqRVXlssX5iZUc4UAKjmDIqMWYY5Hry8CjWJidWtSUQwsSzK4OyoQ5aEeJegs0atg0SiSK3dPxPFjx/CrRx7Cb379a9xxx51Qa7UAz2H79g/xzW//Ny7YcN7kfoksEnVgs3XrVnR3d+O3v/0t3n77bXz3u9/FE088MWQbh8OBn//855DJZPjpT3+KBx98ED/84Q/z1GKSCauqzfjzno6BQlLxN2JLfxAVJhVVHU7BqJLDFcx/YCMIAl4/7sD5s+xgGAanV5jwzxtW4P0mJy6cTTcb6WJZBtVmDY450l9vKBcEQYAnHKPAZpJUMhZ2nQJKGYvIKMX10sWyDFiGObWsghDviioxZH4M4uw5c/CJCz6Bbdu2YfOPf4wIx0Mtl+G5557DzTd+CS0tJzN+zKkSdVfUG2+8geXLlwMAVq5ciddff33ENnfeeSdksvgbjed56PX6nLaRZN7KajOinIDdg7I2Lf1BVKS5SNx0Y1DJ4Q7lvyuqxRVES38Qa2otycfWzbRh04bZMKonN/tjuproQoq5EIrx4HiBxtiIhErOIhKLZ2wSA4eztY7X22+/jTVnnT3kMbfbDbVKnJ/Jos7YOBwOzJ8/HwCg0WjgcrlG3TYQCODNN9/Ec889l/L5aDSKWOzUh38wSClxsaqzamHRyLH9pAtn1MS/JE/2B1BfREFrKmLJ2HzU6oZeKcOiUkO+m1Lwai0avNfcn+9mDJGobq2njM2UtLmCcAQiULAsojyf/Fs1cIMe5rgRz6XaptcXBScI8ITia0L1BsIQBCHZ3RTmONi1ShRnYMLF2++8jTs3fif5/wMHDuDBB3+J3z322JT3nQ15D2w4jsOaNWtGPL548WLY7Xb4fPHqjcFgEGazOeU+otEobrvtNjz44IMwGFJ/qG7evJm6qAoEwzBYXGbE9pZ+4OwZAOLZgPUzqTsjFaNajg4RVKo91OPDojJjcvVhMnk1Zg2e6GsT1ZRv70BWkLqiJs8dimLOfW+lXA4hGxQyBi2b1qNIN/ngxuVyYd/evehzOPDMM0+j19GHF194Hn/605OYM39BBlubOXkPbGQyGbZv357yua1bt+Lpp58GAOzYsQMbNmwAAIRCIQQCAVitVsRiMdx222347//+b8yePRsvvvgirrjiihH72rRpEzZu3Jj8fzAYhM1GszTEakmZEX/Z2wFBEOALx+DwR2kBxVHEu6Lyn7E51O3F+lkUfGbCDKsWEU5Ak3Ps9YZyyRuJBzZaCmwmzaRW4Nj/rMtIxiYcE9DmDmJOkQ4n+0PQKFhYtYoh29i1ymQRz8l6/913MW/+fNxw083J8UFnnXkmLrzwE9i9/yCKrJbxd5JjeQ9sxrJ+/Xps3boVW7ZsQWNjI+69914AwLPPPos9e/bgZz/7Ge644w689tprOHz4MACgvLw8ZWCjUCigUFA/f6FYXG7EA+83o7k/mBxEOceuy3OrxCneFZXfMTbhGI8TfQHcfg51Q2XCTJsWDAPs7/JioUi6YH0DsxH106AkfzZVmjUoNqiSQULi70QXUijGjXgu1TYMw0AlZ1Fp0oDjgVqrBlqFLOV+puKdd97GhvM2DHmsuroa3d3daG5uosBmMu65554Rj11//fW4/vrrAQAPPPAAHnjggRy3imTbghI95CyD7S39ON7rh1EtR7mRivOlkpjuLYyyLk0uHO7xIcYLWELVhTNCq5Bhtl2HfR0e0QQ2iTE2lLERBwXLQC1n0dIfBMPEM7fZ6Lp895238ePNP07+n+d5bNz4P1i/fj0WLVqc8eNlgugDGzI9qeUyLCk34t0mJ1r7g1hRaaKp3qMwqOSIcgJCsandmU3F3g4PNAoWs2w6dLjEVzG3EJ1WasC+Tg+uWVw+/sY54AnFwDKAhtb7Eg27Tok2dwhWjRIyhsHIxRsmb9sH7+Olv/8d+/buxauvvor3t20DeB7HTpzA3Dmz8dBDD4v2M5kCGyJal84vwQ9ePQaWAe75RH2+myNaxoHVfD3h/HVH7enwYG6RHjJWnB90hWhxuRG/2S6eGiG+SAx6pVy0X2bTkVEtx0KNAXwWsrWrz1yDtWefjc0/uW/MLjExotCbiNb1yythVsuhlstw9VJx3LWKkXFgUTtPHmvZ7Ov0YF6xOLpMpGJJuRFt7hAc/ki+mwIA8IY5GKbBAoqFRk43EyNQYENEq9Sgwse3n41XblgBs4YGfo/GMJCx8eYpYxPleBzs9lFgk2Erq81gGGBXh3v8jXPAG4rBoKLxNVKnUCggl08sgJ3Mz2STeFpCSAoVJjUCIqiqK2b57opqdAYQjvEU2GSYSa3AolIDdrV7cGO+G4N44EwzoqTv85//PICJdTNddfU1GZmBlSmUsSGkwKnlLJQyJm9dUYd6fFDLWdRZtXk5vpStmWEdsdJ9vvgisWS3JyFiRoENIQWOYRiY1Iq8dUUd7vFhYamB+vqzYE2tBcccflEUYPSEYtCrKLAh4keBDSESYNbI89YVdajbh8VUvyYr1tRawQvARydd+W4KfGEOBuqKIgWAAhtCJMCsVuSlKyrG8Tjm8GNxGVUczoYSg0o0C2J6IzHoafAwKQAU2BAiAUa1PC9dUUd7/QjFeKo4nEWrqsx4p9GZ72bAE4pNed0hQnKBAhtCJMCsUeSlK2pPhwcKGYN6kZT9l6KVVWbs7fTAk+dxNn2BCKxaCmyI+FFgQ4gE5Cuw2dXuxhy7Dkoqs581K6tMAIAdbfmdHdUfiFJgQwoCfRoRIgHmPHVF7enwYB5la7IqUc/mw1ZX3toQjHIIxXgKbEhBoMCGEAkw5WHwMM8L2NtBSynkwtl1VnyUx8DGPfDasmiUeWsDIemiwIYQCcjHdO+GvgD8EQ5zKbDJurV1NjQ6g+j05Gfl9ETQbKOMDRnwwQcf5LsJo6LAhhAJMGsUCEZ5RHNY0nxflwcsA8yyUcXhbDuj2gw5y+DdpvxM+3YNDFy2UGBDAHAch7///cUhj/37X//CT+79MXg+/8sqUGBDiASYBkrdu3PYHbWvw4s5RTpoFFTbJNv0KjlOKzXgvab8TPs+1RVFgc100NnZiauv/K9Rn3/99dexfv15Qx676OKL8ep/XsGLL/4t280bFwU2hEhAYvXzXJbe39fpwaIyql+TK0vKjNjR5srLsd2hKIwqORQy+sqQukceeRhbttyLPXt2j7rNG2+8jg0bNox4/PovfBFPPflkNpuXFnqVEiIB5oHCaa5g7jI2eymwyamFpQYc7fXDH8n97Dd3KEbdUNPErbd+Dd/61rdHfT4QCEClUkEmG5mpveLTn8Fbb70FpzO/BSVp4Q9CJCDRFeUKRlGszf7Mlb5ABJ2eMC2lkEOnlRogCPG1ueaW5va8u0MxGjicIZFgDMFwDJyMRYTjk3/z8nigEI5xI56b7DZQyQFlZvMXL/3zH7jssstTPmcymXD++efjhb8+h6/femtGjzsRFNgQIgEGlRwMcjfG5livHwBwWpkRnkD+V56eDkr0SpToldjf5cWnF5fl9NjuUJTG12RALMrj8FttiMV4yFgGHC8k/5az8QAkxo98brLbyOUs5p1bCWUGuxB3fvwxrv/851M+x/M8DEYjnv7LnymwIYRMDcsyMKjkydkr2Xak149SgwolBhUFNjnCMAxOKzPimMOf82O7gjHY9FTDZqrkChanratEMByDciDDkvhbNSjTMvy5yW6jUckBReaCGofDAXtRUcrnOI7Dnd/+Fr75zdtx/obz0NTUhJkz6zJ27ImgMTaESIRBJYcrmJsg42ivD4tpfE3OzSvW40RfIOfH7fWHUWZQ5fy4UqTUyKExKEf80Q78SfXcZLdRajKbu3j22Wfx6U9/ZsTj0WgUX/ziF/Cpz3wWCxcuxBWf+jT+/OenMnrsiaDAhhCJMKrlOeuKOtrrx6JyGl+Ta/NL9Gh0BnJarwgAenwRlJvUOT0mEZ+GEycwc9asIY9FIhFce/VVuOiii3DW2WcDAK665ho89RQFNoSQKTKp5ejPQbdQMMqhqT9AM6LyYH6JHjFeQEMOszYxjocjEEEFBTbTwh/+8Ads2rQJ3V1duPOOO/DWm28CAJoaG0cENQDQ1NSECy+6CNdcc2rczeoz1+ATn/gEmpqactbuwWiMDSESYdMq0OMLZ/04h3t84AVQV1QezLbrwDLxa7C83JSTY3b7IuAFoNxIXVHTwQ033IAbbrgBoUHjeADgr399DjffeOOI7evr6zFj1uwRj//85w+AZZmstzcVytgQIhE2rRI9vkjWj7O/0wuNgkUdLaWQcxqFDFVmDQ53+7J2jOMOP659eg8eeDd+t31iYLDyTJsua8ck4tfb04Pi4uJ8NyMtlLEhRCJsWiV6/DkIbLq8mGPXQZanu7HpbrZNi8M92Qts7n7tOPZ1ebGvy4s6iwadvjBMajlKaFbUtHXw4EGsXLUq381IGwU2hEiETatAry8MQRCyepz9nfHAhuTHLJsOrx53ZGXfoRiHN0448L/nzcIbDX342btNmFeix2ybDgxDgex0tWDBAsyeOy/fzUgbdUURIhE2rRIRToA3nL2ZUbwg4GC3F3OL9Fk7BhlbnVWL5v4AwrHMz4w63ONDMMrjjGozfnjBHOzt9OLpPZ04e4Y148ciJFsosCFEIuy6eGXYvizOjGp1heCPcKgvooxNvtRZteAFoMUVzPi+D3T5YNUqUGFUY1mlCbevqcX6mTZ8akFJxo9FSLZQVxQhEmEbWCPKkcVxNkd7fWCZ+Owckh81Fg1YBmhyZn7Kd4MzgPnF+mS30w0rqlBl1aDVmfkgipBsoYwNIRJh1ijAMNnN2Bx1+DHTpoVGMXJlX5IbKjmLWos2K7VsWl1Bmu1GCh4FNoRIhJxlYNMq4AhkL2Nz3OHHghKqOJxvc4p0WcnYtLlDqLVQYEMKGwU2hEhImUGN7iwW6TvRF8C8Yho4nG9zinRo7M9sYBOOcejyhjHDqsnofgnJNQpsCJGQOpsWba5QVvYdiHBod4cwlwKbvKsv0qGlPwiOz9zU/pb+IAQAM6yUsSGFjQIbQiSk1qLBSXd2Bnoec/ghAJhXQoFNvs2x6xDhBDRnsDuqcWDMTi1lbEiBo8CGEAmZYdWizR3KSpG+w91eKGQMZljoiy/fZg9Mtz/Sm7kKxI3OAMxqOUxqRcb2SUg+0HRvQiSkzqpFMMqj2xdBqSGzixYe7vFjhkULuYzuh/LNpFagWKfEkR4/PpmhgrCNfQFUmihoFYtYVxeEYABRjocgYxHleDAD770Ix4MxGYGiwli7KdcosCFEQhLdCI19gSwENj7MoqnAojHDqsXRDGZsmpwBVJnVGdsfmTzO7Ub7Jy4Axsq8Mgwq330XsFhy17ACQbdehEhIhVENpYxJrsicSUd6fJhJgY1o1Fk1OJLBxTAbnQFUmSiwEQOZyQTVkiUAO8pXNMtCvXQpZEZTVo5/yy1fxuIF89Hd3Y1tH7wPp9OZleNki+gDm+9973vYvHkzbrrpJnR0dIx4/oUXXsCNN96In/zkJ7jiiivQ0tKSh1YSIg4sy6C+SI+P21wZ3a8vHEObO4RZNqo4LBYzrFoc7fFnZDwVzwtocgZRZaauKLEwf/0bAD/KemA8D9s3vpGV43744Yf49Kc/g1deex0vvvg3VFZWwWotrLXCRB3YbN26Fd3d3di0aROuu+46fPe73x2xTTgcxk9+8hNs3LgR5557Lh599NE8tJQQ8VhSZsQHzf0Z3WfDwOwb6ooSj5lWLTzhGDo8U69b1OENIRzjKWMjIuoVK6A+/XRANqzKt0wG1dKl0K5cmZXjrlq1Cp/4xCdQUlqKW275Cqqqq+FyufDO22/jissvy8oxM03Ugc0bb7yB5cuXAwBWrlyJ119/fcQ2V199Nex2OwCgqakJc+fOTbmvaDSKYDA45A8hUrSm1oKD3b6MVqZt6AtAo2BRQV98olE3UG8mE+NsElO9KWMjLrZvfAPguKEPclw8m5NF3KBjNjU2wmw245y1a+H1Zq7rM5tEHdg4HA7o9fGaGRqNBi6XK+V2PT09+PrXv47m5mZcddVVKbfZvHkztFpt8o/NZstWswnJqxWVJpQaVPjVtsx1y57o86O+SA92YHFEkn9WrQIWjSIj42wa+wLQKmSwa2mqt5hoV66EaunSU1kbmQya00+HesWKrB1z+/bt+O1vf4vu7m4cOHAA/3r5pawdK1vyPiuK4zisWbNmxOOLFy+G3W6Hzxd/0waDQZjN5pT7KC4uxkMPPYTnnnsON910E5588skR22zatAkbN25M/j8YDFJwQyRJIWNx21m1uOf1E/jMglJUYep34Q19AcwtpvE1YsIwDOqLdTja48f5M+1T2lejM4AZVk1yVW8iHuavfwPdN94Q/w/HwX7bbVk71oED+1FaWopLL70U55xzDurr5+CpZ57L2vGyJe+BjUwmw/bt21M+t3XrVjz99NMAgB07dmDDhg0AgFAohEAgAKvVisceewxf+tKXAAB1dXVobGxMuS+FQgGFgu5GyPRw86pq/N9bjXhqdzsWVRinvL8GZwAX1BdloGUkk+YW6TNSpK+xL4AZNH5KlBJjbUK7dkFz+unQrlyJUIwb/wcnYeHC06CWx7NDB48eg1LGIsKNMoBZxETdFbV+/XoUFxdjy5YtePLJJ3HvvfcCAJ599lncc889AOLdVd/+9rfxs5/9DP/3f/+HLVu25LPJhIiCXiXH19fU4i97OuALx6a0L3coih5fBPVFlLERm/piPY5moCuqyRlIjtkh4mP/5jcBhQL222/Py/G9Xi/+9Mcn0NbWipf+8Y+8tGEi8p6xGU8igBns+uuvx/XXXw8AuPPOO3PdJEIKws1nVOPHW0/gpcM9WFM9+SJex3vjNXFo8UvxWVCiR7cvAoc/gqoprPHU2BfA9csqM9gykkma5ctR9e570BoNeTm+wWDAddd/ATd+6UsFkcERdcaGEDJ5dp0SZ9Va8PSekfWfJuKYww+ljEE1zZgRneVVZgDA/i7vpPfhDkXhCsVQR11RosZq6fqkiwIbQiTsk3OL8U6TE65gdNL7ONLjR61FCxlLA0vFxqJRoL5Ih72dnknvo9UVAgDqiiKSQYENIRK2utoClmGw/aRr0vs41uujLz0RW1Vtxr7OyWdsGp0BKGUMamjVdiIRFNgQImFGtRzLKkzYdnLylYiPOfyom8L4DZJdq2ss2N/lRTA6uZkyTc4AZtt1tGo7kQx6JRMicefNsuGDlv5JrSkUinFo7g9SxkbENsyxI8zxeLdpcgsVNjqDNDCcSAoFNoRI3FkzrOj2RdDcP/FlRFr6gxAE0MBSEas0aTC3SIdXjzkm9fONzgAFNkRSKLAhROKWVZqgkrF4fxILYzY6A5CxDGpoRpSora2z4uXDPYjxE8vKhWM8Wt1B1FNgQySEAhtCJE4lZ7GozID3JtFV0egMYIZFAwWNvxC1y+aVoMsbnnB31JEeH3ghXg+HEKmgTytCpoEVlSa81zzxcTaNTrqbLwRVZg3W1lnx9N6J1Sz6qNUFvVKGuUV0jYl0UGBDyDSwvNKEdncI7Z7whH6u0RnAHDstpVAIbj97BraddOH9CWRt3mtyYlGZESzVKCISQoENIdPAaaVGqOQsPm5zpf0zMY5HS38Qc2iNqIKwbqYNK6tM+OHrx9PKzAWjHLae6MM5Mya/3AbJnUA0kO8mFAwKbAiZBlRyFisqTdjR5k77Z472+hHjBcyn8RcF45trZmBHqxtvNY6ftfn7oW6EOR4XzKZV28VuZ/dOXPDCOuzs/jjfTSkIFNgQMk2sqbVg5wQCm70dHshZhsZfFJDTSg24ZF4xHvygGVyKGVIxjsf2k/348Rsn8LN3m/DlVdWw65R5aCmZiIf3PIgoH8WDex7MyfFuueXLWLxgPrq7u7Htg/fhdE6uRlK+UGBDyDRx9gwrOrxhHOnxpbX97g4PZtt1UMrpY6KQbDpvFhqdATy3r3PI44Eoh4t/vwNffuEAntnbgasWl+MH58/OUytJunZ2f4zdvbsBALt7dmNH146sHu/DDz/Epz/9Gbzy2ut48cW/obKyClarNavHzDR5vhtACMmNM2osqDCq8buPWvHNM2vH3X5vhwdzaXxNwZlbrMfl80twzxsn8LfrTk8+ft/bjTje58cz1yzFBXOL0OoM0jT+AvDr/Y9AxsjACRxkjAwP730IvzrvD1k73qpVqwAAgUgUt9zyFUQ4HseOHcOeffvg6OkBGAZfv/XWrB0/E+hVTcg0IWMZXLOkHH/Z3Y4TfX68sL8Tn3tyFx78oBnhGD9kW44XsLfDg3k01bsg3bq6Bv2BCJ7cFZ/+/Zfd7XjhQBd+efkCuqYF5OOuHdjbuxucEF8HjBM47O7ZnfWxNhx3at2xpsZG/PW552AymXHrrbfiiccfQzQazerxp4oyNoRMI/+1qBSvHu/Fp/+0C0B8Js0bxx1wBCK467xT3RK72t3whGNYVmHKV1PJFJToVfjWOXX4yZsNCHIcnvi4DdctrcCl80vQ6pz40hokPx7Z+3AyW5MgY2T49f5HsLp8ZVaOuX37duzZswef+OQl8Lr68drrr+P/bdqECMcjEolAp9NBoVBk5diZQoENIdOIWi7DyzeuwF/3dOLC+cWosWjxx49a8ZUXD+D0MhO+fnYtAODNE30oNagwi9aIKljfPnsGerxhvN/cj6+vqcX1Syvy3SQyAYPH1gzGCRz29u7Gx107sKhoWUaPeeDAfpSWluLSSy/FOeecg/r6OXjqmeeSz//qV7/Cz3+ZmwHMU0GBDSHTjE4px/pZdtRY4kHL6hoLblpZhZ+914hrl8e//N444cD6WTYwDBVuK1Qsy+AbZ9bil59aCAA43p3eoHEiDr/e/whYsODBj3iOBYtH9j6MX23I7FibhQtPg1ouAwAcPHoMShmLCBc//iv//jeuuOIKeHx+cBwHmUyW0WNnEgU2hBBsWj8Lf93XhR9vPYHPLCjFu01OPHn1knw3i5BpyRP2YF/vHghIXWiRB489vXvgiXhg15iz3p5nnnka9913H+w2OwQAr7/2WtaPORUU2BBCYNIo8K2zanHX68ex9UQfqkwaXDKvBC19VO2UkFwzqoz4++X/RoTzI8oLULAMorwA5cAstgjHw6Iywqg05qQ9n/vcVfjUZ68cksERMwpsCCEAgMvml6DTF8abJ/rw2/9aRPVrCMmjEm1JMpBI/J3oJgrFuIIJMvKBAhtCCACAZRj8+KK5aHUGMZuWUSCEFCi6JSOEEEKIZFBgQwghhBDJoMCGEEIIybSBSgmCkHpmE0ktE+eLAhtCCCEk01gZBADhIFV6nohAID4TcyrVjWnwMCGEEJJhDMNCbzShp6cXChkLjUaLCM9DYFlEU/zNcPEZTxGOy9o2uTjG4G1YNv0Cn4IgIBAIoLu7G1arFSw7+bwLBTaEEEJIFpisdrgCUXR3dwMAopwAOcsgxo/8WyFjsr5NLo4xeJvJVC63Wq0oLi6e0nmnwIYQQgjJAoZhINNZUFtUgVgsiubeAIrNanS6QiP+rrTHlzhpdmRvm1wcY/A2KsXEll1QKBRTytQkUGBDCCGEZBHLslAqVWDkUSiUSjBybsTfSpUKALK6TS6OMXibiQY2mUKDhwkhhBAiGRTYEEIIIUQyKLAhhBBCiGRM2zE2iSJAwQzXGAhFOYSCQQSDGPh7YNGyIY+l8xxtM/VtxNKOQtxGLO0oxG3E0g6pbiOWdhTiNrlthxDLzhgbtVo95oyraRvYhEIhAIDNZstzSwghhBCSrkAgAI1GM+rzjDBN6z3zPA+XyzVu5DdRwWAQNpsNfX19Y554QudqIuhcpY/OVfroXKWHzlP6cnGuKGMzCpZlYbVas7Z/jUZDb4A00blKH52r9NG5Sh+dq/TQeUpfPs8VDR4mhBBCiGRQYEMIIYQQyaDAJsPkcjl+8IMfQC6ftr18aaNzlT46V+mjc5U+OlfpofOUPjGcq2k7eJgQQggh0kMZG0IIIYRIBgU2hBBCCJEM6jDMsGeffRYfffQRAoEArrrqKpxzzjn5bpIoHTp0CLfeeisuvPBCfOc738l3c0StoaEBP/jBD7BkyRIcPHgQn/3sZ/HJT34y380Spf7+fnzxi1/EmjVrcPDgQWzYsAHXXXddvpslWk1NTVi8eDFeffVVnHHGGflujmidccYZUKvVAICzzjoL99xzT55bJF779u3Dc889B6VSiddeew3vvPNOzttAgU0Geb1ebNmyBTt37kQoFMKKFSuwb98+sCwlxobbv38/zj777Hw3oyAkvqw3bNiA3t5eLF++HC0tLflulihxHIerrroKV199NdxuN+rr6ymwGQXP87jvvvuwYMGCfDdF9C688ELcdddd+W6G6HEchzvvvBOvvPIKGIbBFVdckZd20DduBm3fvh319fVgGAYajQY6nQ4NDQ35bpYofe5zn4NMlp11RKRm+fLl2LBhA4D4l5Fer89zi8TLbrfj6quvBhDPRsydOzfPLRKvn//857jlllugUqny3RTR27dvH+677z58//vfx9GjR/PdHNH68MMPAQC/+MUvcNddd8HhcOSlHZSxySCHwzHkS8dgMMDhcGD27Nl5bBWRkgcffBD33Xdfvpsheo8++iieeuop/OxnP8t3U0Rpz549AIAlS5bktR2FYuPGjVi1ahWcTifOOuss7N69mwLCFFpbW/Hxxx/jhRdegFKpxIoVK/Dyyy+joqIip+2gjE0G2e12+Hy+5P+9Xi/sdnseW0Sk5KmnnkJZWRmNr0nDV7/6Vfz73//GtddeC6fTme/miM7LL7+MUCiELVu24OTJk/jTn/6Ed999N9/NEq1Vq1YBAKxWK4xGI44fP57nFomTXq9HfX09dDodFAoF5s2bh127duW8HRTYZNCqVatw7NgxAPHVw/1+P2bOnJnnVhEpeOaZZ+BwOPC1r30N//nPfxAMBvPdJFHauXMn9u3bByCeMVWpVHlLh4vZpk2bsGnTJnznO99BdXU1rrvuOhrzNoojR47g8ccfBxAfQ9Ld3Y3y8vL8NkqkVq5cid7eXiTK47W3t6Ouri7n7aCuqAwyGo3YuHEjNm7ciEAggIcffpgGDo/i+eefxzvvvJOM6i+//PJ8N0m0Pv74Y9xyyy1YsmQJ/va3v+HkyZPYtWsXLcaXgkwmw7333osVK1agvb0dV1xxBebMmZPvZonWb37zG7S0tODxxx+H1Wqlc5WCwWDACy+8gN7eXrS0tOCuu+7K6gLKhayoqAjf//73cccdd0Cv1+Pyyy/Py+B0qjxMCCGEEMmgdAIhhBBCJIMCG0IIIYRIBgU2hBBCCJEMCmwIIYQQIhkU2BBCCCFEMiiwIYQQQohkUGBDCCGEEMmgwIYQQgghkkGBDSGEEEIkgwIbQojkbNmyBU8++SR6e3vz3RRCSI5RYEMIkZRdu3ZBEARwHAe5nJbDI2S6obWiCCGScfToUbz99tv48pe/nO+mEELyhDI2hBDJePTRR3HzzTfnuxmEkDyiwIYQIgk7duzAkiVLwDBMvptCCMkjCmwIIZKwfft2LFq0KN/NIITkGQU2hBBJUKvV2LFjR76bQQjJMxo8TAiRBL/fj6uuugoAcOONN+KKK67Ib4MIIXlBgQ0hRFIaGxvx7W9/G1u2bMHcuXPz3RxCSI5RVxQhRFIOHjyINWvWoKqqKt9NIYTkAWVsCCGEECIZlLEhhBBCiGRQYEMIIYQQyaDAhhBCCCGSQYENIYQQQiSDAhtCCCGESAYFNoQQQgiRDApsCCGEECIZFNgQQgghRDIosCGEEEKIZFBgQwghhBDJ+P8+6iOUR6Pg0gAAAABJRU5ErkJggg==", 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", 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", - "text/plain": [ - "
" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from tests.test_integrals import TestBounce1D\n", - "a = TestBounce1D()\n", - "a.test_interp_zero_crossing()" - ] - }, { "cell_type": "code", "execution_count": 11, @@ -478,22 +339,6 @@ "zeta = grid.nodes[:,2]" ] }, - { - "cell_type": "code", - "execution_count": 45, - "metadata": {}, - "outputs": [], - "source": [ - "kappa = get_value(eq,\"kappa\",grid)\n", - "kappa_geodesic = get_value(eq,\"kappa_g\",grid)\n", - "g_rr = get_value(eq,\"g^rr\",grid)\n", - "Kd = get_value(eq,\"K_d\",grid)\n", - "kappa_r = kappa[:,0]\n", - "diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - "l = get_arc_length(diff_l,grid)\n", - "a = get_value(eq,\"a\",grid)\n" - ] - }, { "cell_type": "code", "execution_count": 61, @@ -1060,63 +905,6 @@ "plt.figure()\n", "plt.plot(crit)" ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [], - "source": [ - "from tests.test_integrals import TestBounce1D" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(α, ρ): [0.70710678 0. ]\n" - ] - }, - { - "ename": "AttributeError", - "evalue": "'int' object has no attribute 'ndim'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[64], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m a \u001b[38;5;241m=\u001b[39m TestBounce1D()\n\u001b[0;32m----> 2\u001b[0m a\u001b[38;5;241m.\u001b[39mtest_interp_zero_crossing()\n", - "File \u001b[0;32m~/DESC/tests/test_integrals.py:1118\u001b[0m, in \u001b[0;36mTestBounce1D.test_interp_zero_crossing\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1116\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m(α, ρ):\u001b[39m\u001b[38;5;124m\"\u001b[39m, nodes[m, l, \u001b[38;5;241m0\u001b[39m])\n\u001b[1;32m 1117\u001b[0m \u001b[38;5;66;03m# can also plot at this field line and flux surface printed above\u001b[39;00m\n\u001b[0;32m-> 1118\u001b[0m fig, ax \u001b[38;5;241m=\u001b[39m bounce\u001b[38;5;241m.\u001b[39mplot(m, l, pitch_inv, title\u001b[38;5;241m=\u001b[39mtitle, include_knots\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 1119\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m fig\n", - "File \u001b[0;32m~/DESC/desc/integrals/bounce_integral.py:419\u001b[0m, in \u001b[0;36mplot\u001b[0;34m(self, m, l, pitch_inv, **kwargs)\u001b[0m\n\u001b[1;32m 399\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mplot\u001b[39m(\u001b[38;5;28mself\u001b[39m, m, l, pitch_inv\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 400\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Plot the field line and bounce points of the given pitch angles.\u001b[39;00m\n\u001b[1;32m 401\u001b[0m \n\u001b[1;32m 402\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[1;32m 403\u001b[0m \u001b[38;5;124;03m ----------\u001b[39;00m\n\u001b[1;32m 404\u001b[0m \u001b[38;5;124;03m m, l : int, int\u001b[39;00m\n\u001b[1;32m 405\u001b[0m \u001b[38;5;124;03m Indices into the nodes of the grid supplied to make this object.\u001b[39;00m\n\u001b[1;32m 406\u001b[0m \u001b[38;5;124;03m ``alpha,rho=grid.meshgrid_reshape(grid.nodes[:,:2],\"arz\")[m,l,0]``.\u001b[39;00m\n\u001b[1;32m 407\u001b[0m \u001b[38;5;124;03m pitch_inv : jnp.ndarray\u001b[39;00m\n\u001b[1;32m 408\u001b[0m \u001b[38;5;124;03m Shape (num_pitch, ).\u001b[39;00m\n\u001b[1;32m 409\u001b[0m \u001b[38;5;124;03m Optional, 1/λ values whose corresponding bounce points on the field line\u001b[39;00m\n\u001b[1;32m 410\u001b[0m \u001b[38;5;124;03m specified by Clebsch coordinate α(m), ρ(l) will be plotted.\u001b[39;00m\n\u001b[1;32m 411\u001b[0m \u001b[38;5;124;03m kwargs\u001b[39;00m\n\u001b[1;32m 412\u001b[0m \u001b[38;5;124;03m Keyword arguments into ``desc/integrals/bounce_utils.py::plot_ppoly``.\u001b[39;00m\n\u001b[1;32m 413\u001b[0m \n\u001b[1;32m 414\u001b[0m \u001b[38;5;124;03m Returns\u001b[39;00m\n\u001b[1;32m 415\u001b[0m \u001b[38;5;124;03m -------\u001b[39;00m\n\u001b[1;32m 416\u001b[0m \u001b[38;5;124;03m fig, ax\u001b[39;00m\n\u001b[1;32m 417\u001b[0m \u001b[38;5;124;03m Matplotlib (fig, ax) tuple.\u001b[39;00m\n\u001b[1;32m 418\u001b[0m \n\u001b[0;32m--> 419\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m 420\u001b[0m B, dB_dz \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mB, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dB_dz\n\u001b[1;32m 421\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m B\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m4\u001b[39m:\n", - "\u001b[0;31mAttributeError\u001b[0m: 'int' object has no attribute 'ndim'" - ] - } - ], - "source": [ - "a = TestBounce1D()\n", - "a.test_interp_zero_crossing()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb index de7ecbbabb..4a5c27e53e 100644 --- a/Critical_gradient_optimization.ipynb +++ b/Critical_gradient_optimization.ipynb @@ -16,8 +16,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "DESC version 0.12.2+414.g006934812.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", - "Using device: CPU, with 26.22 GB available memory\n" + "DESC version 0.12.2+415.g7a626261f.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", + "Using device: CPU, with 25.70 GB available memory\n" ] } ], @@ -58,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -86,7 +86,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -134,18 +134,19 @@ " FixPsi(eq=eq),\n", " )\n", " # this is the default optimizer, which re-solves the equilibrium at each step\n", - " optimizer = Optimizer(\"proximal-lstq\")\n", + " # optimizer = Optimizer(\"fmin-auglag\")\n", + " optimizer = Optimizer(\"fmin-auglag-bfgs\")\n", "\n", " eq_new, history = eq.optimize(\n", " objective=objective,\n", " constraints=constraints,\n", " optimizer=optimizer,\n", - " maxiter=20, # we don't need to solve to optimality at each multigrid step\n", + " maxiter=10, # we don't need to solve to optimality at each multigrid step\n", " verbose=3,\n", - " # xtol=1e-8,\n", - " # gtol=1e-8,\n", - " # ftol = 1e-8,\n", - " # ctol = 1e-8,\n", + " # xtol=1e-1,\n", + " # gtol=1e-1,\n", + " # ftol = 1e-1,\n", + " # ctol = 1e-1,\n", " copy=True, # don't modify original, return a new optimized copy\n", " options={\n", " # Sometimes the default initial trust radius is too big, allowing the\n", @@ -171,7 +172,7 @@ " rho=0.5\n", " )\n", " iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq,iota,n_pol=10)\n", + " grid = get_field_line_grid(eq,iota,n_pol=16)\n", " Kd = get_value(eq,\"Kd\",grid)\n", " plt.figure()\n", " plt.plot(grid.nodes[:,2],Kd)\n", @@ -218,7 +219,7 @@ " rho=0.5\n", " )\n", " iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq,iota,n_pol=10)\n", + " grid = get_field_line_grid(eq,iota,n_pol=16)\n", " eq1 = run_step(mode_lim,eq,grid,target_type=\"mean\")\n", " eq2 = run_step(mode_lim,eq,grid,target_type=\"max\")\n", " eqfam.append(eq1)\n", @@ -242,89 +243,32 @@ "metadata": {}, "outputs": [], "source": [ - "eq = get(\"WISTELL-A\")" + "eq = get(\"precise_QA\")" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_995021/3921199066.py:23: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 476 ms\n", - "Timer: Objective build = 677 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 154 ms\n", - "Timer: Objective build = 185 ms\n", - "Timer: Proximal projection build = 2.49 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 331 ms\n", - "Timer: Linear constraint projection build = 606 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1\n", - "Timer: Initializing the optimization = 3.53 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-fmintr\n" - ] - }, - { - "ename": "TracerArrayConversionError", - "evalue": "The numpy.ndarray conversion method __array__() was called on traced array with shape float64[340]\nThe error occurred while tracing the function compute_scalar at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:354 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTracerArrayConversionError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[10], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m eq_fam \u001b[38;5;241m=\u001b[39m compare_optimizations(eq)\n", - "Cell \u001b[0;32mIn[5], line 8\u001b[0m, in \u001b[0;36mcompare_optimizations\u001b[0;34m(eq, mode_lim)\u001b[0m\n\u001b[1;32m 6\u001b[0m iota \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39mabs(eq\u001b[38;5;241m.\u001b[39mcompute(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m,iota_grid)[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miota\u001b[39m\u001b[38;5;124m\"\u001b[39m][\u001b[38;5;241m0\u001b[39m])\n\u001b[1;32m 7\u001b[0m grid \u001b[38;5;241m=\u001b[39m get_field_line_grid(eq,iota,n_pol\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m10\u001b[39m)\n\u001b[0;32m----> 8\u001b[0m eq1 \u001b[38;5;241m=\u001b[39m run_step(mode_lim,eq,grid,target_type\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmean\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 9\u001b[0m eq2 \u001b[38;5;241m=\u001b[39m run_step(mode_lim,eq,grid,target_type\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 10\u001b[0m eqfam\u001b[38;5;241m.\u001b[39mappend(eq1)\n", - "Cell \u001b[0;32mIn[3], line 47\u001b[0m, in \u001b[0;36mrun_step\u001b[0;34m(k, eq, grid, target_type)\u001b[0m\n\u001b[1;32m 44\u001b[0m \u001b[38;5;66;03m# this is the default optimizer, which re-solves the equilibrium at each step\u001b[39;00m\n\u001b[1;32m 45\u001b[0m optimizer \u001b[38;5;241m=\u001b[39m Optimizer(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mproximal-fmintr\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m---> 47\u001b[0m eq_new, history \u001b[38;5;241m=\u001b[39m eq\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 48\u001b[0m objective\u001b[38;5;241m=\u001b[39mobjective,\n\u001b[1;32m 49\u001b[0m constraints\u001b[38;5;241m=\u001b[39mconstraints,\n\u001b[1;32m 50\u001b[0m optimizer\u001b[38;5;241m=\u001b[39moptimizer,\n\u001b[1;32m 51\u001b[0m maxiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m20\u001b[39m, \u001b[38;5;66;03m# we don't need to solve to optimality at each multigrid step\u001b[39;00m\n\u001b[1;32m 52\u001b[0m verbose\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3\u001b[39m,\n\u001b[1;32m 53\u001b[0m \u001b[38;5;66;03m# xtol=1e-8,\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[38;5;66;03m# gtol=1e-8,\u001b[39;00m\n\u001b[1;32m 55\u001b[0m \u001b[38;5;66;03m# ftol = 1e-8,\u001b[39;00m\n\u001b[1;32m 56\u001b[0m \u001b[38;5;66;03m# ctol = 1e-8,\u001b[39;00m\n\u001b[1;32m 57\u001b[0m copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, \u001b[38;5;66;03m# don't modify original, return a new optimized copy\u001b[39;00m\n\u001b[1;32m 58\u001b[0m options\u001b[38;5;241m=\u001b[39m{\n\u001b[1;32m 59\u001b[0m \u001b[38;5;66;03m# Sometimes the default initial trust radius is too big, allowing the\u001b[39;00m\n\u001b[1;32m 60\u001b[0m \u001b[38;5;66;03m# optimizer to take too large a step in a bad direction. If this happens,\u001b[39;00m\n\u001b[1;32m 61\u001b[0m \u001b[38;5;66;03m# we can manually specify a smaller starting radius. Each optimizer has a\u001b[39;00m\n\u001b[1;32m 62\u001b[0m \u001b[38;5;66;03m# number of different options that can be used to tune the performance.\u001b[39;00m\n\u001b[1;32m 63\u001b[0m \u001b[38;5;66;03m# See the documentation for more info.\u001b[39;00m\n\u001b[1;32m 64\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;241m1.0\u001b[39m,\n\u001b[1;32m 65\u001b[0m },\n\u001b[1;32m 66\u001b[0m )\n\u001b[1;32m 68\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m eq_new\n", - "File \u001b[0;32m~/DESC/desc/equilibrium/equilibrium.py:2181\u001b[0m, in \u001b[0;36mEquilibrium.optimize\u001b[0;34m(self, objective, constraints, optimizer, ftol, xtol, gtol, ctol, maxiter, x_scale, options, verbose, copy)\u001b[0m\n\u001b[1;32m 2178\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(constraints, (\u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m)):\n\u001b[1;32m 2179\u001b[0m constraints \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mtuple\u001b[39m([constraints])\n\u001b[0;32m-> 2181\u001b[0m things, result \u001b[38;5;241m=\u001b[39m optimizer\u001b[38;5;241m.\u001b[39moptimize(\n\u001b[1;32m 2182\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 2183\u001b[0m objective,\n\u001b[1;32m 2184\u001b[0m constraints,\n\u001b[1;32m 2185\u001b[0m ftol\u001b[38;5;241m=\u001b[39mftol,\n\u001b[1;32m 2186\u001b[0m xtol\u001b[38;5;241m=\u001b[39mxtol,\n\u001b[1;32m 2187\u001b[0m gtol\u001b[38;5;241m=\u001b[39mgtol,\n\u001b[1;32m 2188\u001b[0m ctol\u001b[38;5;241m=\u001b[39mctol,\n\u001b[1;32m 2189\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 2190\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 2191\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mmaxiter,\n\u001b[1;32m 2192\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 2193\u001b[0m copy\u001b[38;5;241m=\u001b[39mcopy,\n\u001b[1;32m 2194\u001b[0m )\n\u001b[1;32m 2196\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m things[\u001b[38;5;241m0\u001b[39m], result\n", - "File \u001b[0;32m~/DESC/desc/optimize/optimizer.py:311\u001b[0m, in \u001b[0;36mOptimizer.optimize\u001b[0;34m(self, things, objective, constraints, ftol, xtol, gtol, ctol, x_scale, verbose, maxiter, options, copy)\u001b[0m\n\u001b[1;32m 307\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUsing method: \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mstr\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmethod))\n\u001b[1;32m 309\u001b[0m timer\u001b[38;5;241m.\u001b[39mstart(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSolution time\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 311\u001b[0m result \u001b[38;5;241m=\u001b[39m optimizers[method][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfun\u001b[39m\u001b[38;5;124m\"\u001b[39m](\n\u001b[1;32m 312\u001b[0m objective,\n\u001b[1;32m 313\u001b[0m nonlinear_constraint,\n\u001b[1;32m 314\u001b[0m x0,\n\u001b[1;32m 315\u001b[0m method,\n\u001b[1;32m 316\u001b[0m x_scale,\n\u001b[1;32m 317\u001b[0m verbose,\n\u001b[1;32m 318\u001b[0m stoptol,\n\u001b[1;32m 319\u001b[0m options,\n\u001b[1;32m 320\u001b[0m )\n\u001b[1;32m 322\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(objective, LinearConstraintProjection):\n\u001b[1;32m 323\u001b[0m \u001b[38;5;66;03m# remove wrapper to get at underlying objective\u001b[39;00m\n\u001b[1;32m 324\u001b[0m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m [objective\u001b[38;5;241m.\u001b[39mrecover(x) \u001b[38;5;28;01mfor\u001b[39;00m x \u001b[38;5;129;01min\u001b[39;00m result[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallx\u001b[39m\u001b[38;5;124m\"\u001b[39m]]\n", - "File \u001b[0;32m~/DESC/desc/optimize/_desc_wrappers.py:360\u001b[0m, in \u001b[0;36m_optimize_desc_fmin_scalar\u001b[0;34m(objective, constraint, x0, method, x_scale, verbose, stoptol, options)\u001b[0m\n\u001b[1;32m 357\u001b[0m options\u001b[38;5;241m.\u001b[39msetdefault(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minitial_trust_ratio\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;241m0.1\u001b[39m)\n\u001b[1;32m 358\u001b[0m options[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax_nfev\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m stoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax_nfev\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m--> 360\u001b[0m result \u001b[38;5;241m=\u001b[39m fmintr(\n\u001b[1;32m 361\u001b[0m objective\u001b[38;5;241m.\u001b[39mcompute_scalar,\n\u001b[1;32m 362\u001b[0m x0\u001b[38;5;241m=\u001b[39mx0,\n\u001b[1;32m 363\u001b[0m grad\u001b[38;5;241m=\u001b[39mobjective\u001b[38;5;241m.\u001b[39mgrad,\n\u001b[1;32m 364\u001b[0m hess\u001b[38;5;241m=\u001b[39mhess,\n\u001b[1;32m 365\u001b[0m args\u001b[38;5;241m=\u001b[39m(),\n\u001b[1;32m 366\u001b[0m x_scale\u001b[38;5;241m=\u001b[39mx_scale,\n\u001b[1;32m 367\u001b[0m ftol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mftol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 368\u001b[0m xtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 369\u001b[0m gtol\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgtol\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 370\u001b[0m maxiter\u001b[38;5;241m=\u001b[39mstoptol[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaxiter\u001b[39m\u001b[38;5;124m\"\u001b[39m],\n\u001b[1;32m 371\u001b[0m verbose\u001b[38;5;241m=\u001b[39mverbose,\n\u001b[1;32m 372\u001b[0m callback\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 373\u001b[0m options\u001b[38;5;241m=\u001b[39moptions,\n\u001b[1;32m 374\u001b[0m )\n\u001b[1;32m 375\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", - "File \u001b[0;32m~/DESC/desc/optimize/fmin_scalar.py:191\u001b[0m, in \u001b[0;36mfmintr\u001b[0;34m(fun, x0, grad, hess, bounds, args, x_scale, ftol, xtol, gtol, verbose, maxiter, callback, options)\u001b[0m\n\u001b[1;32m 188\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m in_bounds(x, lb, ub), \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mx0 is infeasible\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 189\u001b[0m x \u001b[38;5;241m=\u001b[39m make_strictly_feasible(x, lb, ub)\n\u001b[0;32m--> 191\u001b[0m f \u001b[38;5;241m=\u001b[39m fun(x, \u001b[38;5;241m*\u001b[39margs)\n\u001b[1;32m 192\u001b[0m nfev \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[1;32m 193\u001b[0m g \u001b[38;5;241m=\u001b[39m grad(x, \u001b[38;5;241m*\u001b[39margs)\n", - "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:244\u001b[0m, in \u001b[0;36mLinearConstraintProjection.compute_scalar\u001b[0;34m(self, x_reduced, constants)\u001b[0m\n\u001b[1;32m 228\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute the scalar form of the objective function.\u001b[39;00m\n\u001b[1;32m 229\u001b[0m \n\u001b[1;32m 230\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 241\u001b[0m \n\u001b[1;32m 242\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 243\u001b[0m x \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrecover(x_reduced)\n\u001b[0;32m--> 244\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_objective\u001b[38;5;241m.\u001b[39mcompute_scalar(x, constants)\n", - " \u001b[0;31m[... skipping hidden 11 frame]\u001b[0m\n", - "File \u001b[0;32m~/DESC/desc/objectives/objective_funs.py:371\u001b[0m, in \u001b[0;36mObjectiveFunction.compute_scalar\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 354\u001b[0m \u001b[38;5;129m@jit\u001b[39m\n\u001b[1;32m 355\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcompute_scalar\u001b[39m(\u001b[38;5;28mself\u001b[39m, x, constants\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 356\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Compute the sum of squares error.\u001b[39;00m\n\u001b[1;32m 357\u001b[0m \n\u001b[1;32m 358\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 369\u001b[0m \n\u001b[1;32m 370\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 371\u001b[0m f \u001b[38;5;241m=\u001b[39m jnp\u001b[38;5;241m.\u001b[39msum(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompute_scaled_error(x, constants\u001b[38;5;241m=\u001b[39mconstants) \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m \u001b[38;5;241m2\u001b[39m) \u001b[38;5;241m/\u001b[39m \u001b[38;5;241m2\u001b[39m\n\u001b[1;32m 372\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m f\n", - "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:836\u001b[0m, in \u001b[0;36mProximalProjection.compute_scaled_error\u001b[0;34m(self, x, constants)\u001b[0m\n\u001b[1;32m 820\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Compute the error between target and objective and apply weights etc.\u001b[39;00m\n\u001b[1;32m 821\u001b[0m \n\u001b[1;32m 822\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 833\u001b[0m \n\u001b[1;32m 834\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 835\u001b[0m constants \u001b[38;5;241m=\u001b[39m setdefault(constants, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconstants)\n\u001b[0;32m--> 836\u001b[0m xopt, _ \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_update_equilibrium(x, store\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m)\n\u001b[1;32m 837\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_objective\u001b[38;5;241m.\u001b[39mcompute_scaled_error(xopt, constants[\u001b[38;5;241m0\u001b[39m])\n", - "File \u001b[0;32m~/DESC/desc/optimize/_constraint_wrappers.py:752\u001b[0m, in \u001b[0;36mProximalProjection._update_equilibrium\u001b[0;34m(self, x, store)\u001b[0m\n\u001b[1;32m 735\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Update the internal equilibrium with new boundary, profile etc.\u001b[39;00m\n\u001b[1;32m 736\u001b[0m \n\u001b[1;32m 737\u001b[0m \u001b[38;5;124;03mParameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 748\u001b[0m \n\u001b[1;32m 749\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 750\u001b[0m \u001b[38;5;66;03m# first check if its something we've seen before, if it is just return\u001b[39;00m\n\u001b[1;32m 751\u001b[0m \u001b[38;5;66;03m# cached value, no need to perturb + resolve\u001b[39;00m\n\u001b[0;32m--> 752\u001b[0m xopt \u001b[38;5;241m=\u001b[39m f_where_x(x, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allx, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allxopt)\n\u001b[1;32m 753\u001b[0m xeq \u001b[38;5;241m=\u001b[39m f_where_x(x, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allx, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_allxeq)\n\u001b[1;32m 754\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m xopt\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m xeq\u001b[38;5;241m.\u001b[39msize \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m:\n", - "File \u001b[0;32m~/DESC/desc/optimize/utils.py:523\u001b[0m, in \u001b[0;36mf_where_x\u001b[0;34m(x, xs, fs, dim)\u001b[0m\n\u001b[1;32m 503\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mf_where_x\u001b[39m(x, xs, fs, dim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m):\n\u001b[1;32m 504\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Return fs where x==xs.\u001b[39;00m\n\u001b[1;32m 505\u001b[0m \n\u001b[1;32m 506\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 521\u001b[0m \n\u001b[1;32m 522\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 523\u001b[0m x, xs, fs \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mmap\u001b[39m(np\u001b[38;5;241m.\u001b[39masarray, (x, xs, fs))\n\u001b[1;32m 524\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(xs) \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mlen\u001b[39m(fs)\n\u001b[1;32m 525\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(xs) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m x\u001b[38;5;241m.\u001b[39mshape \u001b[38;5;241m==\u001b[39m xs[\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m.\u001b[39mshape\n", - "File \u001b[0;32m~/anaconda3/envs/desc-env/lib/python3.12/site-packages/jax/_src/core.py:705\u001b[0m, in \u001b[0;36mTracer.__array__\u001b[0;34m(self, *args, **kw)\u001b[0m\n\u001b[1;32m 704\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__array__\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw):\n\u001b[0;32m--> 705\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m TracerArrayConversionError(\u001b[38;5;28mself\u001b[39m)\n", - "\u001b[0;31mTracerArrayConversionError\u001b[0m: The numpy.ndarray conversion method __array__() was called on traced array with shape float64[340]\nThe error occurred while tracing the function compute_scalar at /home/jjfrybes/DESC/desc/objectives/objective_funs.py:354 for jit. \nSee https://jax.readthedocs.io/en/latest/errors.html#jax.errors.TracerArrayConversionError" - ] - } - ], + "outputs": [], "source": [ - "eq_fam = compare_optimizations(eq)" + "iota_grid = LinearGrid(\n", + " rho=0.5\n", + ")\n", + "iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + "grid = get_field_line_grid(eq,iota,n_pol=16)" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_973994/178291541.py:22: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + "/tmp/ipykernel_1024321/258515040.py:23: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", " R_modes = jnp.vstack(\n" ] }, @@ -334,8 +278,8 @@ "text": [ "Building objective: Effective radius\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 1.49 sec\n", - "Timer: Objective build = 2.09 sec\n", + "Timer: Precomputing transforms = 310 ms\n", + "Timer: Objective build = 400 ms\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", @@ -346,315 +290,102 @@ "Building objective: lambda gauge\n", "Building objective: axis R self consistency\n", "Building objective: axis Z self consistency\n", - "Timer: Objective build = 1.28 sec\n", + "Timer: Objective build = 225 ms\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 872 ms\n", - "Timer: Objective build = 956 ms\n", - "Timer: Linear constraint projection build = 3.41 sec\n", - "Timer: Linear constraint projection build = 242 ms\n", - "Number of parameters: 1470\n", - "Number of objectives: 1\n", - "Number of equality constraints: 3078\n", - "Number of inequality constraints: 0\n", - "Timer: Initializing the optimization = 8.11 sec\n", - "\n", - "Starting optimization\n", - "Using method: fmin-auglag-bfgs\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", - " 0 1 6.364e-01 6.643e+02 5.957e-05 1.000e+01 0.000e+00 \n", - " 1 9 4.998e-01 1.366e-01 6.104e-05 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 2 10 4.998e-01 -2.138e-12 4.026e-14 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 3 11 4.998e-01 -6.523e-12 1.596e-13 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 4 12 4.998e-01 -2.559e-11 6.383e-13 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 5 13 4.998e-01 -1.022e-10 2.553e-12 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 6 14 4.998e-01 -4.087e-10 1.021e-11 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 7 15 4.998e-01 -1.635e-09 4.085e-11 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 8 16 4.998e-01 -6.539e-09 1.634e-10 1.751e+03 3.186e-02 1.000e+01 0.000e+00 \n", - " 9 17 4.998e-01 -2.614e-08 6.536e-10 1.751e+03 3.185e-02 1.000e+01 0.000e+00 \n", - " 10 18 4.998e-01 -1.044e-07 2.614e-09 1.751e+03 3.184e-02 1.000e+01 0.000e+00 \n", - " 11 19 4.998e-01 -4.146e-07 1.046e-08 1.749e+03 3.180e-02 1.000e+01 0.000e+00 \n", - " 12 20 4.998e-01 -1.611e-06 4.183e-08 1.742e+03 3.163e-02 1.000e+01 0.000e+00 \n", - " 13 21 4.998e-01 -5.668e-06 1.674e-07 1.713e+03 3.096e-02 1.000e+01 0.000e+00 \n", - " 14 22 4.998e-01 -9.320e-06 6.699e-07 1.600e+03 2.834e-02 1.000e+01 0.000e+00 \n", - " 15 23 5.001e-01 -2.800e-04 2.688e-06 1.174e+03 1.892e-02 1.000e+01 0.000e+00 \n", - " 16 24 4.906e-01 9.530e-03 1.088e-05 4.035e+02 8.371e-03 1.000e+01 0.000e+00 \n", - " 17 25 4.407e-01 4.984e-02 3.114e-05 9.623e+02 1.220e-02 1.000e+01 0.000e+00 \n", - " 18 26 3.543e-01 8.643e-02 6.600e-05 1.078e+03 1.955e-02 1.000e+01 0.000e+00 \n", - " 19 27 3.046e-01 4.968e-02 4.780e-05 7.020e+02 2.340e-02 1.000e+01 0.000e+00 \n", - " 20 28 2.868e-01 1.778e-02 2.100e-05 3.153e+02 2.345e-02 1.000e+01 0.000e+00 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 2.868e-01\n", - " Constraint violation: 2.345e-02\n", - " Total delta_x: 2.309e-04\n", - " Iterations: 20\n", - " Function evaluations: 28\n", - " Gradient evaluations: 21\n", - " Hessian evaluations: 0\n", - "Timer: Solution time = 58.9 sec\n", - "Timer: Avg time per step = 2.80 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 6.364e-01 --> 2.868e-01, \n", - "Maximum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 ~\n", - "Average absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 1.128e+00 --> 7.574e-01 (normalized)\n", - "Maximum absolute Force error: 6.855e+03 --> 1.818e+06 (N)\n", - "Minimum absolute Force error: 3.793e-02 --> 2.306e+00 (N)\n", - "Average absolute Force error: 1.744e+02 --> 3.595e+04 (N)\n", - "Maximum absolute Force error: 2.688e-04 --> 7.130e-02 (normalized)\n", - "Minimum absolute Force error: 1.488e-09 --> 9.042e-08 (normalized)\n", - "Average absolute Force error: 6.839e-06 --> 1.410e-03 (normalized)\n", - "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", - "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n" + "Timer: Precomputing transforms = 56.0 ms\n", + "Timer: Objective build = 71.9 ms\n", + "Timer: Linear constraint projection build = 1.84 sec\n", + "Timer: Linear constraint projection build = 149 ms\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_973994/178291541.py:22: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" + "/home/jjfrybes/DESC/desc/optimize/optimizer.py:263: UserWarning: method lsq-auglag is not intended for scalar objective function\n", + " warnings.warn(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 259 ms\n", - "Timer: Objective build = 346 ms\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Building objective: self_consistency R\n", - "Building objective: self_consistency Z\n", - "Building objective: lambda gauge\n", - "Building objective: axis R self consistency\n", - "Building objective: axis Z self consistency\n", - "Timer: Objective build = 226 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 53.1 ms\n", - "Timer: Objective build = 66.0 ms\n", - "Timer: Linear constraint projection build = 2.35 sec\n", - "Timer: Linear constraint projection build = 247 ms\n", - "Number of parameters: 1470\n", + "Number of parameters: 864\n", "Number of objectives: 1\n", - "Number of equality constraints: 3078\n", + "Number of equality constraints: 5346\n", "Number of inequality constraints: 0\n", - "Timer: Initializing the optimization = 3.26 sec\n", + "Timer: Initializing the optimization = 2.72 sec\n", "\n", "Starting optimization\n", - "Using method: fmin-auglag-bfgs\n", + "Using method: lsq-auglag\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", - " 0 1 6.972e-01 2.438e+03 5.957e-05 1.000e+01 0.000e+00 \n", - " 1 10 6.428e-01 5.445e-02 1.526e-05 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 2 11 6.428e-01 1.063e-11 3.330e-15 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 3 12 6.428e-01 4.322e-11 1.346e-14 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 4 13 6.428e-01 1.730e-10 5.390e-14 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 5 14 6.428e-01 6.920e-10 2.156e-13 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 6 15 6.428e-01 2.768e-09 8.626e-13 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 7 16 6.428e-01 1.107e-08 3.451e-12 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 8 17 6.428e-01 4.429e-08 1.380e-11 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 9 18 6.428e-01 1.772e-07 5.521e-11 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 10 19 6.428e-01 7.087e-07 2.208e-10 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 11 20 6.428e-01 2.835e-06 8.833e-10 2.067e+03 2.300e-02 1.000e+01 0.000e+00 \n", - " 12 21 6.428e-01 1.134e-05 3.533e-09 2.066e+03 2.299e-02 1.000e+01 0.000e+00 \n", - " 13 22 6.427e-01 4.541e-05 1.413e-08 2.063e+03 2.294e-02 1.000e+01 0.000e+00 \n", - " 14 23 6.426e-01 1.822e-04 5.654e-08 2.050e+03 2.275e-02 1.000e+01 0.000e+00 \n", - " 15 24 6.418e-01 7.385e-04 2.262e-07 1.999e+03 2.199e-02 1.000e+01 0.000e+00 \n", - " 16 25 6.387e-01 3.094e-03 9.049e-07 1.801e+03 1.912e-02 1.000e+01 0.000e+00 \n", - " 17 26 6.320e-01 6.744e-03 3.622e-06 1.048e+03 9.492e-03 1.000e+01 0.000e+00 \n", - " 18 27 6.239e-01 8.090e-03 3.600e-06 7.809e+02 4.065e-03 1.000e+01 0.000e+00 \n", - " 19 28 6.084e-01 1.545e-02 9.368e-06 3.015e+03 1.689e-02 1.000e+01 0.000e+00 \n", - " 20 29 6.068e-01 1.674e-03 2.267e-06 1.059e+03 1.114e-02 1.000e+01 0.000e+00 \n", + " 0 1 3.025e+00 5.717e+03 2.294e-06 1.000e+01 0.000e+00 \n", + " 1 2 2.357e+00 6.678e-01 2.824e-03 8.982e+03 3.701e-03 1.000e+01 0.000e+00 \n", + " 2 3 8.111e-01 1.546e+00 4.941e-03 2.262e+03 1.144e-02 1.000e+01 0.000e+00 \n", + " 3 4 2.188e-01 5.923e-01 4.985e-02 2.376e+02 8.312e-03 1.000e+01 0.000e+00 \n", + " 4 6 1.507e-01 6.807e-02 1.001e-02 5.575e+01 9.819e-03 1.000e+01 0.000e+00 \n", + " 5 10 1.492e-01 1.580e-03 6.091e-04 5.559e+01 9.683e-03 1.000e+01 0.000e+00 \n", + " 6 12 1.477e-01 1.470e-03 6.212e-04 5.345e+01 9.558e-03 1.000e+01 0.000e+00 \n", + " 7 14 1.461e-01 1.642e-03 6.287e-04 5.090e+01 9.444e-03 1.000e+01 0.000e+00 \n", + " 8 17 1.457e-01 3.734e-04 1.577e-04 5.053e+01 9.414e-03 1.000e+01 0.000e+00 \n", + " 9 19 1.453e-01 3.859e-04 1.582e-04 5.001e+01 9.384e-03 1.000e+01 0.000e+00 \n", + " 10 21 1.449e-01 3.853e-04 1.587e-04 4.950e+01 9.355e-03 1.000e+01 0.000e+00 \n", "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 6.068e-01\n", - " Constraint violation: 1.114e-02\n", - " Total delta_x: 1.827e-05\n", - " Iterations: 20\n", - " Function evaluations: 29\n", - " Gradient evaluations: 21\n", - " Hessian evaluations: 0\n", - "Timer: Solution time = 1.08 min\n", - "Timer: Avg time per step = 3.08 sec\n", + " Current function value: 1.449e-01\n", + " Constraint violation: 9.355e-03\n", + " Total delta_x: 6.471e-02\n", + " Iterations: 10\n", + " Function evaluations: 21\n", + " Jacobian evaluations: 10\n", + "Timer: Solution time = 2.11 min\n", + "Timer: Avg time per step = 11.5 sec\n", "==============================================================================================================\n", " Start --> End\n", - "Total (sum of squares): 6.972e-01 --> 6.068e-01, \n", - "Maximum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 1.181e+00 --> 1.102e+00 (normalized)\n", - "Maximum absolute Force error: 6.855e+03 --> 1.334e+06 (N)\n", - "Minimum absolute Force error: 3.793e-02 --> 1.272e+00 (N)\n", - "Average absolute Force error: 1.744e+02 --> 5.399e+03 (N)\n", - "Maximum absolute Force error: 2.688e-04 --> 5.232e-02 (normalized)\n", - "Minimum absolute Force error: 1.488e-09 --> 4.989e-08 (normalized)\n", - "Average absolute Force error: 6.839e-06 --> 2.117e-04 (normalized)\n", - "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", - "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Total (sum of squares): 3.025e+00 --> 1.449e-01, \n", + "Maximum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 (normalized)\n", + "Maximum absolute Force error: 1.962e+01 --> 2.640e+04 (N)\n", + "Minimum absolute Force error: 5.259e-05 --> 1.371e-01 (N)\n", + "Average absolute Force error: 5.532e-01 --> 1.920e+03 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.910e-02 (normalized)\n", + "Minimum absolute Force error: 3.805e-11 --> 9.921e-08 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.389e-03 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", "==============================================================================================================\n" ] - }, - { - "data": { - "image/png": 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", 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Q8FqrGTNm4JZbbhHTY5FeS05ORmpqKnJycmSPORa0b98eu3btQv/+/aHT6ZCSkoI5c+bAbrfjySefFPebNGkSpkyZgtTU1GaP949//AOVlZV48skn4fV64XK58PDDD0Ov1wNoWctEGm5fAA5vAFk2o/hakskAhzd+VP3xGjfapVpCSvO7ZJK3NJCKEzVuVDp9YhoKADqm89fr6O9IkCoFvgCLP39agufWHMTGw1Wqf35ppRPZSSYkNzwrs+wmmPS6343ORp0kvAYAwD333IPnnnsOL774IrKzs2E2m0VdR1NUVFQA4CumVq1aJb7OcRxat24Np9MJlmUxbNgw1NTUYNWqVWjXrh0AYNCgQVGb9dlstpB/63S6iGkNf4BFpdOLNsmZaNumFQYPHoyfVn6JG+/6O9avX48ePXqgVatWACBrHFIhnI9da5fjpsE/w6DjH/4uXwD29Cw4HNFXtcJ709PTw7alp6eL2+Vgw4YN6NmnPwaPvhP3X9EZwATceOON2P3t5zh9aV8Uxnic9evXw+/3Y+TIkeI4I71WVFSEqir1H5QAH3z07NkTW7ZsAcBXkO3evTssvRoJ/fv3x5o1a/Diiy/iwgsvRFpaGm677TaYzWYsWLAg4rWhiYoGwbnA2ACA3aRHfRwrkI6fc4msn4AuWTa8/aMDHMfFrSddSYOxW2GDEBUAWiebYTHocLTKiSuCmBwNPH48Wg1ngxB97aEKXK7yOSqtcIhpKIBPa7ZJNqNMC2w0kIbdbsf999+PZ555BmPHjsW7774bdd+srCwAwL333ovp06dH3OfAgQP48ccf8eqrr4rBBCmccXjBcrxfDACMGzcOY8aMwd5dO/Df7xZh3Lhx4r6HDh1SNA5h1R5M2TYNVITz0WfILfhm7mzYTPx7fqt24f1fjuPRy/OiHl94b6SAoLq6WhRAy8GGDRtw2fBbkWFrnCDbtGmDn//7LcrrYw/qfvjhB/Tt2xcjR45s9jW1UFNTA6vVGsY46fV6MRBevXo1AoFACBN2+vRpAMCQIUNgMpnwwgsviCXggwYNwqBBg0KON2TIEPzhD38IERWrgUqnD/og0TAAJJkNcMRRXHmyxo12aaHMVYd0G+o9AVS7fCH3mJooOVWDjunWkHPFMAw6pFs1xiYKtp6oQZbdhGsLWuHHY+dU//zSSie6ZIUuYlslmcSA/nyHlopSGQ888ADsdjsyMjJwxRVXRN2voKAAF1xwgSjODcbkyZOxbt06kQ1pupITJhclOFPngUHHIKOBqh85ciTsScn4dvGH2LBhA4YOHSruq3Qc2dnZAPggQ8D+/ftD9ikoKEBO2/Y4c2Q/rMbG2zbZbMDqubOwcvV3UY9fUFCA9u3bh2hDAGDXrl1wu924+uqrYxpnUxw9ehTHjh1Dh8KLxfMEAN999x1aZbfGmSaBzebNm/HEE0/gP//5T0gl0Jo1a/D555/j4MGDojg30msCSIuHy8rKwl576KGHsGTJkpDXvF4vdu3ahd69ewPgRcOlpaUhHjfjx48HAKxYsQIlJSViUHPs2LGwe7m2thYbN27EPffcQ+y7xIpKpxfpNiN0QfdsUpwZmzP1HmQnhQYviSD63HemHhc2lKAHo32aFb8lgFtzImL7yRr0bpuKHq2TsP+s+sZ4pZXOEMYG4NNRFY74iePVhBbYqIzMzExs3LgRn332WbP7MQyDV199FV999ZWoyQGAhQsXYuHChejduze6deuGTp06Yf78+WJQ8Pnnn4cFBXJQ7fIh3dr44Ldarbhm2Ej89M1iDBs2DEZj40SudBydO3dGu3btsGzZMgCAy+XCJ598ErIPwzC4f+qz2L9lHb755hvx9RXLPseeDSvQsdtFUY/PMAxmzZqFdevWiZ/hdrsxefJkdOvWDffee29M42yKDRs2wGq1Ii2vBzKCVrNlZWVo2zYXdZ4AvvpmBTweD06ePIlx48Zh6tSpuPbaa0OCuMGDB8NqtWLSpEno2bNn1NcAnsXJzc3F/fffL2vMTfHZZ58hNzc3osh51qxZYtATCAQwceJEnD17FjNmzJD8OevWrcOtt94qsmYOhwN33303Bg8ejFtuuUXZl5CBGpcPaZZQwtpuMsS1HLbC4UMruznkNSGwORXHFEJphRNdsuxhr7dJNmtNaKPgYIUD3bLtyM+y47dzLlX9kQIsh6PVTnTODGVs+MBGY2w0KMCZM2dQXFyM5cuXY/r06SHphF69eomlsZWVleJ+AF+1NGfOHADAqFGjsGTJEjzzzDPo1KkTevfujSVLlmDt2rVITU2F0WjE8uXLkZWVhe7du2PQoEHYvHkz+vTpg61bt6K4uBherxcbN24M8Wi57777cO7cORQXF+PUqVNYvnw5Bg8eHDL+Kicf2ATj5tvGAABuv+PPIa/HOo45c+aIK/jp06eLq3uDwYAFCxZg+/bt6Nq1K0aPHi1W/QTvN/Dqofjrc2+HnI9lS5fi3lc/AszhD95g3HLLLfjyyy/x3HPPoWvXrsjPz0d2djY2bNgAu90e0ccmmgfNnj17MGHCBDz77LNgGAaL//UsKk8cEbe//PLLOHv6FH756hMcPn4KZrMZX375JQoKCrBp0yasX78et99+u7h/fX19mPg20msAkJSUhNTU1Ki+R8GYOHFi2L0lXAsB6enpSE5OFlkzAY899hgGDhyI6667DkVFRbjggguwZ88erFmzJiLDtWLFipB7d8iQISH6sYsuught27ZFr169UFxcjMsvvxy9evXC4sWLW/weNFDj9oekVgAgyayHwxuISxULEFp+LiDVYoDNqI8rY1Na6QibJAFeZ6MFNpFxpMqJvAwburZKAsc1ll+rgbJaN3wBDh3SQ9Oav6fABtzvDE6nkwPAOZ1Oxcc6e/YsN2PGDO706dMERpZYeG/LMW7FvvKQ107VuLgZq/ZzFfWeuIxpxb5ybu6WY2Gvv/3DEW71gTNxGBHHOTx+bsaq/dyhivqQ133+ADdj1X5u7+lajuM47p133uHeeustcfvPP/8s/v/333/PPf744yHvj/SaBnKYvaGU+760MuS1/WfquBmr9nMeXyDie959911u1apVVMbj9vk5PPYVt3RXWdi2ri+u5Z79dj+Vz20J1U4vh8e+4r7ZG/6Mm7XuENfu2dVxGFU4vi+t4G7+cCtX4/LGeyhcndvH4bGvuP/sLuMq6j0cHvuK+3a/es+nLUerODz2FXek0hHy+j9WH+C6vrhWtXHEExpjoyEiqiMwNvYGwW59nEpi3b4ALEZ92OvJZgPq4+Q/IpyLZFNoWsOg1yHZrEd1g+/P7bffjhMnTuCrr77Cxx9/jOTkRs3C1q1bcfHFF4e8P9JrGsiA5TjUevxIs4ZeM2vDveWOQ9dqYSXdyh4uEM5NMceNsSlt8EOJlIpqnWzGmXpv3BiuYDz97QF8vrMMi3eE68XUxtEqnp3Jy7Ahw2aExaDDiXPqXb8TDfdKbkpohV2W7ffD2GhVURrC4PGzcPgCIYJYgNcgAIAjTkGEy8eGCIcF2Ex8CiEeEAKqJHP4TynNahQNDZOSksJaDvz8889YsmQJKioqcNddd0V9TQNZ1Hn8YDkg1RJ6fwuBjcvHosmcQB1n6/kJJytCYNM21RK3wEZwQ74gLdxnqHWSGd4Ai3MuH9LjVLEF8NWU207wXdB/OX4Od/e/IG5jAYDDQYENwzCq92k6UeNCdpIJJkPoszLLbkS1ywd/gBUdpM9XnN/fToMsCCxDU8ZGr2NgMehEfwa14fYHYDGEMzZ2kwHOOLFI9R4/9AwiBlzpViPOuaKPy2AwIDU1FQMGDBA7Zkd6TQNZ1DRck6aMjaVhIohHI0yRsUmKEtjESTx8qsbNsw4RmFLBCuJ0nHU2x6pdqHH7UZiTjF0J0JjzSJUTrewmcbHTNtUi9gFTAydr3KLoPBhC0FzlPP8rozTGRkMYahoCm6YrWoB/+Lt88ekPE42xsceTsfH6YTcZIpqnJZsNOFsfXTTYu3dvsXS6udc0kEWN2wcdE86yNTI26t9LZx1e6BggLcJvLp6Mzalad1hKQ0DrhsCmvM6D7q3Dy8HVguDMPPKiNnh909G4jUPAkSoXOgWJrdupfP1O1LjRLjWcYRMCmwqHF9nJ5rDt5xM0xkZDGOo8flgMujAqE+Af/vHQIAANjE2ElaPNGN9UVJI5fEwAP3HGS4+kITrqPH4kmQwhHjYAz0ia9ExcAndB06bThQfI2UlmVDi8YFn1tSynaj1RAxshVV0ZZwbgTL0Heh2DXm1TUe3yxdVkEQAOV/IVUQLUZtxONrTmaIrgwOZ8hxbYaAhDnceP5AiaEYAPbOKxogUAt48V0wXBsJv08LEcvH71JySnLyCKqpsi2aRHvScANgHElRoa0VwwGq/7u8btR0oEtgbgBcUsB1TFofM4z9hEXt0b9TqkWAyocsZ3oiyv86CV3YQLGsqbj8e50eORKmcIY5OdZBY1VGrgRJRUlNA+5KwW2Gj4PaK2mcDGYtTBHYcVrZ9l4WM5MV0QDCGwiIf2x+ULRBwTwDM2HABnHN1sNYSj3sszNpHAM5Lq3981bh9SLZHHlJ3EBxZnJbToIIVTtW7kRpgkBWRYjQnA2HiRnWRC+waBs5p6lqbgOC6MsWllN6lWPcZxXFTGxqjXIdlsEDWU5zO0wEZDGOrc/pAO2sGwGvRwxSEVJQRTkRgboW9UPNJRLQU2AM+AaUgcNMvYGHRxYWxq3f6ogY0gKFZz1S+grNaDnGb0GBk2U/wZm3oPWiebkWkzwmzQieXO8cDZei+cvgA6BQc2SSZ4A6wqz4FKpw8ePxuRsQH49GG8r5ca0AIbDWFoPhUVH/GwMNk0y9jEQc/iipIeA4DkhskzXh47/wv44UgVdpfVqvqZ9R5/xPJ8IJ6pKB9SrZFTUVlxSiEEWA6VTi9aJUUPbDLtxrhX2Zyp8yA7yQyGYdDKbopLACgguNRbgNAmQ41xCSLlaIFNutWoMTYafp/gA5vIK1qLUQ93HB78QnrAEqEqyqTXwaBjEo6xMel1MOoYTUAcBceqnVh9sAJf7Dqt6j1V7/WHGSoKsMQpcK9phrEx6nVItxrDmqrSxjmXDxwHZNoiB1wAz9hUJgJj0xB8tUoy4awjfuXnhyudMOgYtE9rDCxExk2FwFRIV2ZHCUbTrfEPRNWAFthoCIE/wMLpY5tnbOKgQRAZmwg+NgzDxKUyiuO4hhL0yIENwzBIMhsSJhXl9sWvD1IkHKxwwGbUgwE/IaiBAMvB6WMTUjwcyV5BQKsk9ZkIoXomkmmggIwEmCgFjQ2gvlC3KUorHeiQbg0xwBPcpNUY15l6L/Q6JsyDTECGzYhqLbDR8HtDXUPaJGpgY9DD42dlVfrMmTMHPXr0AMMw+OCDDyS91+1joWMAoz68HBbgdTYkJqTjx49j6NCh6N69O/Lz83HjjTdG3dcX4BDguIjeOgKSzfq4dowW4PYF8NrGI1hYcireQxFRXudB50wb2iSb8ZtKgk+BPUvIVFQUxgbgJ0e1U1ECE5PZTGCTaTeh0hG/iZLjOJTXeURPHUGoGy+UVjrROTO0/YTdbIDVqFOFSTrr8CDLbopoGwAA6TZjXKrr1IYW2FDC/v37UVxcjIyMDDAMg5deeinqvj6fD+3btwfDMCguLsasWbNUHGkoHA0PfntUqr6hn44Mun78+PFYsWKFrHG5/AFYDfqIRngAOe3PhAkTUFdXhz179mD79u3YtWtXs2PiPzvy6h9ocEWOQ2rjzJkzGDNmDAoKClBQUIChN9yI8rJT2H/W0WJZ/NGjR5GUlCR2Aw/+O3funLjfnXfeiS5duoTt06FDB5jNZrhcfLBSUlKCe+65B3369EFRURF69OiBBx98EIeOn0LrZLPYc0gNiC0wopToW426+FRFuaIL9gGeiVA7FSUELJnNtEvIsBlR5YpfIFHvCcDtZ0XGJt6pKD6wCe+E3squDpMUzF5FQobVpDE2GuSjoKAAJSUlGD58OBiGwezZs+F2R1brf/zxxzh58iQAfhKYOHGimkMNgVAyHc2bRWAn1Dbpc/vYiPoaAaRW2hs3bsSAAQOg0+lgt9uxc+fOqPu6fCy2r/oCY0fx1/iPf/wjHnjggZBgyGrUqV7u7fV6cfXVV8Pr9WLPnj3Yu3cvOIMZCyaPhdflwImaltmRvn37oqSkJOyvaZuHuXPnhu1z3XXX4YYbboDVypff3nrrraiqqsL333+PHTt2YPXq1Vi56lu8ft8tSDPwk5Jak7bAnkUL3M0NjKTaKbtaT2KmoqxGnVh1GAmZNhOqnL64pTjLG+6bRsYmvqmow5WOEA8bAXzApYbGxhuxkaqAdK0qSgMpDB8+HOXl5Zg/f37YNpZl8frrr+Paa6+Nw8jC4fAGYNAxUVM+Qq8mten6aH2iBJAKbGpqamCxNAr/hMk5Ely+AHpdOwo33XgTTCYTvv76a7zxxhvo2bOnuI/NpFfdX+fDDz/Ezp078dJLL8FgMECv1+NP4yehquw4SlYsJOY8eu+996J79+4hrzkcDixcuBB/+9vfQl5/6aWXYLfzFH3btm3xlwkPourkUez4YS0ybSbUewOqGCzWe/0w6yO7agO8nQAHwBtQj7XhOA61CZqKak5fA/CMjcfPxs2rqbwuVCyrVgARCS5fAKdqPREZG7WC9zP1nqjCYaBBY6OlouKHxYsX4/HHH8eECRPw/fffR9xny5YtMBqNOH36tMqjk4YRI0age/fumDVrFvz+UL3F0qVL8Yc//AGtW7eO+N6lS5eid+/eyM/PR15eHiZMmIDa2sby2HXr1mHYsGHo3bs3ioqK0L9//7B0z/Lly1FcXAyGYfDUU09h8uTJ6NOnD9q1a4epU6eG7Ov08k66DMPA5XKhsLAQDMMgJycHY8eOhdWoQ11lOa6+pD+MRiOKiopiHkckzJ49G126dAHDMFi/fj0AYM2aNWFaHKFPVLTzYTW23Jxz+fLl6NevH7p27YoOHTrgrrvuwpkzZ0LOEcBrgYqLizF27NhmjycEUps3bcTFF18Mmy38gWYz6lV/6C9ZsgQXXHABOnXqBICfOD2mNOR1LcCvP6xGBSFNxIABA8Lu28WLFyM7Oxt//OMfxdd27tyJLl26hOxnTM0CALjqa5HWIHQ856b/wK33BGCPIhwGGn2S1DSh5N2pI/dmExCPVFSFw9tsGgpobKsQL93GGbEKqCEVZTfB4Q3EJdA6eNYBAOiSZQ/b1spuVqWVwVmHN2IjVQHpViNq3H4E4tCeQ00kZGBTV1eHmTNnYtasWXj11VcxYcIEsGzog8bhcODjjz9G27Zt4zTK2MEwDCZNmoQjR45g0aJFIdtmzZoVNfW0aNEi3HTTTZgyZQoOHDiAHTt2oKSkBCNHjhSp30WLFqGwsBDbtm3Djh07MHv2bIwaNQpbt24VjzN8+HCUlJQAABYsWIDRo0dj27ZteP/99/HCCy/g22+/Ffd1eAOwNWhGrFYrdu7cie7du6NPnz746KOPYDLokJzZGrPnfYyioiLs2LEj5nFEwiOPPIK5c+eGvDZ48OCwoMjtC2Dbd19HPR/WFppzLlq0CDfeeCOmTZuGgwcPYv/+/SgrK8OgQYPgcDhCztH48eNRUlKCjz76qNmxu30szHodvv9+A6644oqI+5AWo5aXlyMQaP54O3fuRF5envjvOo8fngCLvLw8nCr9NSYqury8HHfccQd69eqF/Px83H777c3qjQS89957uOeee0K0UCZT+IN27779YBgGl19+udhl+5wKk6PTF4C9GU2UqCFTUWdT0xDQpVqbYWySTKr3i4qFsRGqb+Kl2yiv8yLNaoS5gc0VAq3qOOh+dp2uhVHPoKBVUtg2PgVE/xy1mIoSFhHnOWuTkIHNli1bUFBQAIZhYLVaYbfbUVpaGrLPc889hyeeeKLFY/l8PrhcrpC/eGDMmDFo3749Zs6cKQYlq1evRl5enriyDgbHcZg4cSIGDhyI0aNHAwBSUlIwffp0rF27Fhs2bAAAPPnkk5g2bZo4kQwcOBCFhYWYN29exHEUFxejT58+AIBrrrkGSUlJIlMCRO59NG7cOKxcuRKnT5+GjuEbBS757OMQRkPqOKTC6Qvgk9nPRT0fe7f+GDWAEM7llVdeiREjRgAALBYLXn75Zezbtw/vvPOOrDG5fAHUlR/DyZMnowY2NiPfx8pHILWxadMm5ObmYsKECc3uV1FRgeTkxm7L51w8S5iRlgqP24XK2vpm36/X62EwGPDAAw9g27Zt2Lp1K4xGI/r3749ffvkl6vv27duHbdu24c4772z2+IFAAKu+/BTXjRqD/Px8mA16WI06VR62zfkOAYDZoL6GrMbNX5/mGJushn5RNSqwWgIqHN5mK6KAxjGrOa5g8KmXxjHGM9DaeaoO3bOTIqY5M1Qyxms5FcWfq/M9HZWQgU1FRQWSkhqj3uTkZFRUVIj//uabb1BYWBgTW/P888/DZrOJf5mZmVTG3BKMRiMeffRR7N69G19//TUAYObMmZg8eXLE/ffv34/jx4/jkksuCXn9oosuAgAxGLHb7Zg2bRr69OmDwsJCFBcXY/fu3Th8+HDE4+bn54f8Oz09HeXl5eK/Hd5AmFjwjjvuAMdx+OSTTwAAJj2Dlcu/xG233SbuI3UcUnGs9CDOnj4Z9Xzs+HkzfCwHf4QAQjiX/fr1C3m9sLAQFosFq1evljUmt5/Fbzt/gdFoxMCBAyPuYyPYxyo5ORmpqanIycmR9L4atw86BtA3BJ0t+eq0b98eu3btQv/+/aHT6ZCSkoI5c+bAbrfjySefjPq+9957DyNGjEB2dnazx3/m2WfBQo8ZLzRWCqZZjKh20S+LbymwEVJRnngwNs1obMSUj4oTdqXDh6xmzPkANKYRVbh2kRBszgfEd+LeWVaLwpyUiNsyVGBsvH4WNW5/i6koAOe9gDj6LymOyMrKQn1946qyrq4OWVlZ4r/Xrl2LVq1aYebMmaipqcGbb76J0aNHo7CwMOxYU6dODQkeXC5X3IKbe+65B8899xxefPFFZGdnw2w2o7i4OCK9LARyH3/8MVatWiW+znEcWrduDafTCZZlMWzYMNTU1GDVqlVo164dAGDQoEHweCLn45vqQHQ6XUhqw+n1I8seKpht27YtBg8ejA8//BCPPfYYftv1Cy7onI9WrVoBgKxxSEVlRSWA6OfD7+GZOJefRbI+NF4XzmV6enrYcdPT00OCZinw+FmU7vgZffv2FYWxweOqra2FzcifS6c30OyKPBYUFRWhqqqqxf2ysrJQV1cn/rvG7UeK2YD6+jpYrTb4dSb4A2yIiVhLsFqt6NmzJ7Zs2RJxu9frxYIFC/DZZ581e5z58+dj4aLFGPP8+8hr0/g7TLWoY2To9LLIskf/3gYdAz2jrsampiEoaK7cO8PKT1ZVTh86qzIqPhWV0YLGxmrkXb/jx9iEljeni6kodccTYDls+e0cZlzdNeL29AbRLsdxUS0rlEIoc29JPAyc/4xNQgY2/fv3x5QpUwAAbrcbDocDnTp1QllZGXJycvDqq6+K+86ZMwf3338/2rRpE/FYRqMRRqOyCYUU7HY77r//fjzzzDMYO3Ys3n33XbAch3d/+g37z4amB4RA7t5778X06dMjHu/AgQP48ccf8eqrr4rBhFLwGpvw22LcuHEYM2YMtm/fjq3/XYLBI0aL2w4dOqRoHHo9v4IOLhl1OBwh+xiT+JVQtPNxps6Dt388BpcvEGYuKJzLSEFBdXW1KICWCo+fxYHtW/C3u8aFbfvqq69wwQUXIL8HXyGlZhVZYWEhfv31V/HfNS4fUi1GHDlyBN0uvBAAz9qkR5m0ampqYLVaw7Qxer0+qr5n2bJlSE1NxVVXXRV1XAsWLMCrr76Ktz/7D7ZUMsgK+vwks0GVapaWGBuGYWA2qNvhu9bjB8MgasdxgO/JBEDV9gU1br/IyEQDwzBItRjEdJraKK/zoGdOY9rVatTDbNCpnooqOVWDcy4f/tglK+L2DKsJAZZDncePFIULnGgQytyb09gkmw3QMeoyf/FAQqaiUlJSMHnyZEyePBkTJ07EW2+9haNHj+KGG24I2e/ll19GTU0N/vWvf4WkUxIZDzzwAOx2OzIyMnDFFVfg+DkXTtd5woSvBQUFuOCCC0RxbjAmT56MdevWiWxI0xWAkiqxSBobABg5ciRSUlLw1ltv4WDJTyi+tHECUzoOIXVRXV0tvrZ//37x/wMsh5TcPOS0bR/1fPyyeSOAyAFEQUEB2rdvH6YP2bVrF9xuN66++uqYxtkUx44cQlV5WUR9zTfffIPi4mLsKtmGH794H2+/NhurVq3C1KlTxfOyZs0a/POf/8SCBQvwpz/9CQCwefNmvPbaaxg2bBj++c9/Yvjw4SHHjUU8fOONN+LYsWM4evQoAOCc2w/OWY19+/Zh5EjeSbkuqDFnWVlZyPsfeughLFmyJOQ1r9eLXbt2oXfv3hE/c+7cuWGi4WB8/PHHeOmll7BmzRr4rWnITjJhxYpv8O677wLgH7hqODS7fI3i+GiwGHUqa2x8SDEborrFAvz50esYVSekltyQBaRajXHW2IQyFOlW9d11V+0/i0ybERe1SY64XWSSKF4/YWHQXCpK19Bu4Xw36UvIwAYARo8ejZdeeglvvPEGrrjiCnTu3Bk//fRTyD6TJk1CdXU1Zs6cGbVcOtGQmZmJjRs3ipT9kUon0iyGMFt+hmHw6quv4quvvhI1OQCwcOFCLFy4EL1790a3bt3QqVMnzJ8/XwwKPv/885CgQAp8ARbeABfRkMtqtWL06NGYN28e+l5xDQJM4z5Kx9G5c2e0a9cOy5YtA8CnCwU9D8BXRDEMg6nPvRj1fPyhHy+IjlQZxTAMZs2ahXXr1omf4Xa7MXnyZHTr1g333ntvTONsip2//AidXh+i+wkEAnj88cfF8ub6ujqkZWTA4w/g2muvRW5uLr744gv89ttveO655/DII4/gmmuugc/XoLNITUX79u3Ro0cPPProo1i8eLF47B9++AG5ubm4//77mx3XnXfeiZ49e2Ly5Mnw+/2odnqw+I0XkZeXh4fuvw8MeJYAAD777DPk5uaGOWPPmjVLDHgCgQAmTpyIs2fPYsaMGWGfd+zYMXz//fe46667Io7nk08+wT333IM777wTa9aswZeLPsOv67/CV199hVOn+BYPSWY99VQUy3Fw+6P39hJgMejU1di4mjfnA/h7mO/LpA5jE2A51HsCzabHBKRaDGI6TW2U13tDNDaA+v2QOI7Dh1tP4Jbi3KjBqRpl8ZUOLxiG16s1h99DW4WEDWz+13HmzBkUFxdj+fLlmD59OkaOHClu69WrFzp27AgAOHzyNP51zzDs/uE7AHzV0pw5cwAAo0aNwtsffIq/P/4k2l7QEb1798aSJUuwdu1apKamwmg0Yvny5cjKykL37t0xaNAgbN68GX369MHWrVtRXFwMr9eLjRs3hni03HfffTh37hyKi4tx6tQpLF++HIMHDxa9H6K5Do8bx6dcBt8wOuTBH+s45syZgyFDhgAApk+fjvHjxwMADAYDFixYgO3bt6Nr164YPXq0WPkzffp03Dfh7wCAG2+8CUuWLMEzzzyDTp06hZyPzIx0GHVM1JTPLbfcgi+//BLPPfccunbtivz8fGRnZ2PDhg2w2+0RfWzWrVsX8Vi//vorJkyYgOXzXofJbMa0adPw8MMPY9y4cejcuTNee+013H777QCAq666Csd2/oyiATyrs2PHDmRkZGD+/PkYOnQoGIbBxo0bceWVVwIALrzwQqxduzakektAUlISUlNTWwziTSYTVq9eDb1ejx49euCZ2wbD63Jg7dq1SElJhs2kh6MhiEhPT0dycnKI4Pexxx7DwIEDcd1116GoqAgXXHAB9uzZgzVr1kRkt+bNm4dhw4ZFFQ0/8MADcLvdmDhxIv785z/jvacfxuwnHhDZGoBPw3gDHFWTPrePBYfmW2AAvAmlqhobt6/ZUm8BaghQBdSKguaW0yZpFqMqHkRN4fWzOOfyITs5lKFIV6kCScCmI1U4cNaBu/tfEHUfNaq1ql0+pFmMzTJ/wljOd8YmITU25wOys7NFX5Tm4DEm4b2v1iMnxYIlO8sw5Y9dxJJTAEDni/HX17+A3ajHo1d0gr7JTStMhM3hsssuiziWpq+dquVbPkSj6i+99FJwHIeVv57ByZrQ9hCxjGP8+PFiMNMUgwYNCvNJETQ3J865MPfn47Aa9Rg2bBiGDRsW8RgtecaMGDFCDBiaYvjw4WFpn2jo1q0b3n77bXS/fSIKc1JwRefmxegnDuxGTuducLlc2LZtG2bPno0pU6aIlVT//e9/cffdd+O7777DVVddhZ9++gmzZ88OO06s4mEAaN26NT799FO4fQHMXFeKMb3aon0rXuBsMza6IV933XUhho8A0LNnT7z55psxfQ4APPvss81uDx5zWa0b72z5DX8f0EG0wQcam67WefzINDQvWJUL4TvbmmnNAfAl32qXe8cSQGTYTKqttGvFEvRYUlHx0dgI5nxNGRu1A5v3fz6OXm1T0KttatR91KhGqnb5xJRXc8iwmc578bDG2MQRLMeh0ulDlt2E9qkWcOAf/ALqPH6cqHHj2vxWcPgCYuBBCwJj01xvGIB/8KtJ1QtCTksUG3wBpBphxgqPnw0NQiPg6NGjMBpNWLtiOWbNmoX58+fDbrfjr3/9KzZt2oRly5ahVatW2Lp1K9q2bYv6+np07NiRmOBd9EgJYgRsJvXckDmOwzd7y/HJ/51AvcePI1VOWAy6MB1AUoMbME2djRD0Wlu4vy0qN8KMVcuSoWKfn8b7puX7MNViRE0cJkqhcWrTpo9q9kNy+wL4cvdp/LlP80UTBr0OKRYD1cC02ukTA6jmkK5iSjNe0BibOKLW7Yef5ZBlNyHFYkCSSY+TNW50zOBLsg9VOKBnGPRpl4rNx6pwtMqF9mnRexcphcsXAIOWAwizQQePir10hHG1FESQdvltCbEENuvWrcPVI29F8ZVDQh5+QidsAGGi+M8//5zYGAXTu+C8u92oh0Ol83T8nBu/nKiBSc/g4/87CY+fRbfsJOiaiIyTTAYwAOopBlwukbFpWWNzVtXApvnO3gLUTEXF4q0jINViwIGzjhb3Iw2hT1Qw8wfwjMTBCnXGs/ZQBWrdfowuatlbinYKqNrlE7U8zSHDZsTu03QXyfGGxtjEEcF0L8MwaJtqwckgVuZghQMdM6wwGXRok2yh3itG6KDdks+C6oxNjONSM7BhWQ4+loO5GS+YAwcO4N///jcqy47D5Y2PuLLG7YPVGNr0UU3GZv/ZemTZTbj3Dx1Q6/ahzuPHJR3D/YR0OgY2E10BsVNs8Nr8Y4/X2KgXINdKSEWpVe4dixuygFRLfKqiyus9MBt0YfYOampIfjhajfxWdrRNbXnBSTswrXZJYWzO71SUxtjEEXUePxg0+le0TbVg24kaADyFf6TKicvyMgDwdOshyqsQlz8AazMdtAWYDXp4/CxVsyk547IZ9arljgXGqjnGJj8/Hz///DM2lFZiZ1lt1P1o4pzLH1YloWZjzmPVLnRMtyLTbsKDl+YhwHKwmyM/dpJMetRTDACFRqotgdfYJGAqSsUJqcbtg0HHxHS+0qzGuPQeOtPgOtz0GaSmxmbz0WoM6BAeqEcC7XFVO33IbxXegLMpNI2NBqqo8/hhN+lFFXtuigU1bj/qPX7R2yavIS3Vym5ChcNHtQlezA9+vQ4cAG9AnYZ8AmPTEmLp8E0KQvVOS6kogB+XmlU2wYhUcWMz6VU5TxzH4Wy9F20aUgUWoz5qUCOOi2LA5YzBwwbgU1HqBjaxMjYqBjYuPj0Wy8IlXgZ95XXeMH0N0NhwMtjwkwY4jsPWE+fQ/4K0mPbPsJkSQjz8e9DYaIFNHFHn8YfQqG1T+dLeU7VuHKlywmbUiZNCqyQzAhxHNdJ2+QJid+PmIAQZHpUqR1z+5t1iBaiZivJICGwsBj1c/gD1B20kRGRsGgIb2uNxeAPwBNgWGymK4zLSDbhach0WYDHq4Wc5BFTqpM07Q7fM2GTa+YlRjQ7fsQZbAB/YOLyBiH3aaOJMvSdMXwPwE7ef5eCgzEqW1XpQ7wmge3Z4N+9IoM7YxJqKshnh8rGqplvVhhbYxBFNAxurUY8suwmHK504cNaBvAybuGJSo8eHO8YHv6ArUUtn4/axLQqaAZUDmxhSUQIsRh1YDvCpxHAFg2dsQh92dqMeLAfqrERlgxNqZgyrSID3T3J66Y0pFtdhQN0O3xzH8UFEjD42LNdyE1MSiDU9BjRWTtWqMK5gnK6LHNio1Q9JECh3jSH9AySOxibDqs75iSe0wCaOqPP4xTJXAT2yk7Dlt3M4Wu1Cz6BOsRaDDma9jmou2+VjYY1hojar3AE51pW21aiDN6DOSlsqYwOoM1EGwx9gUe8NIM0SnooCQF1nU+n0wahjwsSd0UCbsXHGytgIgY0K6UOXj4Wf5ZBijmVCamyESRu8oDm26yYwgmq7D5fVepAThbEB6JrhAXxgYzPqkZtiaXlnCCJrOufIH2BR6/bHzNgA9M9PPKEFNnFEvSe8YWP/DmlItRiQl2ENEYIxDIM0ykZYsaZ81A5s3P7YGRtAnYaTwnc3xdAhW0jdqa2zEVZkTRsZCqwFbZ2NkPOPVWBOW2Pj8rGwmmIJRNW7v2sllFU32vLT10dEYvqiQWCb1HYfLqtzIydCUKGGGR4AHDzrQJcsW8z3N69FonOOzjXMC9Ea2wbj99DhW6uKiiOapqIAwG4y4OHL8gCEN5WkXX3Aa2xafvCb1A5sYtT+BAc2STGyBHLh8bMw61suQQeCGAAVBakA3+2XAZDVROOiFmNT6/YjRcJ1sJkMcPkCYDkuzOeGBNy+2KrrhHtNDYZNihGeGNiosNKucftj8kQBGkvC1TTp8/gDqHL6kJsSgbFRaeI+Wu1Ep0xbzPsLDs00qkmrG4K42Mq91WP+4gWNsYkTfAEWbj8bkaZnGCbijZ9KuSeL29dyg0AA0DEMTHpGNZM+lz+2ai1hn1jch+fMmYMePXqAYRh88MEHkscUizlf47jkMUnHjx/H0KFD0b17d+Tn5+PGG29sdn+3LwBf0DU54/Ai3WoM820x6nUw6hjqjE2dx4/kICairKwM1113XdSHus2oBwd6zJbbH7m67rLLLgPDMGI3dEFDpkYgKs0IzwiGadQu0USNhKBUMBdUU2Nzupb39IrE2JgNelWsH07VetA2xjQUAKSYjQiwHBV3dOG7xhLYWI06mA2685qx0QIbSti/fz+Ki4uRkZEBhmHCuicHN5z0+Xxo3749GIZBcXExZs2aFfGYcrvofv3112jVqhWOHz8edR9/gIWP5WIKbAD1TPpYjoPHz4o6leYgJYAYP348VqxYIXtcHn8g5sDGoGOgZ6RPlBMmTEBdXR327NmD7du3h/XSCsapGjde3XAYc348JlY7nK33hLUuEGAz6alXjdR5GifHpUuXYsCAASgtLY26v8gkRbl+S5YsweWXX44+ffqgU6dO6Nu3LxYsWCBuv/POO9GlSxfR1Vn469ChA8xmM+odzrD7aMmSJdi0aVPIazodH7irkTqskdCTSadjVDNXk5KKshh00OsYVUTNAk4JgU0EjQ0ApFkNOEdZ83Oyxo3c1NgDG+Ea00hHCUFKLCwbwzDnfcm3FthQQkFBAUpKSjB8+HAwDIPZs2fD7W50FRYb8pn0+Pjjj3Hy5EkAfGPKiRMnRjxmstkAh9cvuUw3JSVFfLhHg6th0o1FPAw0mvTRhjC5xMLY8AFE9A7fJOEJxM7YMAzDu9lKTG1s3LgRAwYMgE6ng91ux86dO6Pu+/2RSuxZswRvPDIWVpMBN910E956bioWvvIURowYgZkzZ4JlG6+XTYUKsuBU68yZM7F69WpccsklUfe3G6OnyGbPno3nn38en376KbZt24b9+/cjPz8f3333Xch+c+fORUlJScjfddddh2HDR8BgtoRotbxeL5544gmx43wwLCrd30L6JiXG0uoMm1GVRpg1rtjFwwzDC8Tr3OqJ48vq+GdpmwipKIB+2p7jOJyqdccsHAaCqsco6CSrnT7oGMQs1Fe7Uaja0DQ2KmD48OH4z3/+g/nz5+Pvf/87AIirZYueweuvv45rr70WK1eubPY4SWY9AhyfammpUWUwLr/8cmzdurXZfYRJLhYtC8DT9WpQ9UIwEMu4GIZ3SlVjXFJSUUBDY0WJDEBNTQ0slsYHp9Ua2bbdz7IorXDi0fvG44tUC/65exte/vd8LCg5jbF92qJ9igkDBgzAiRMnxK7dVsoVSF5/aKr1hx9+gMHQ/ONGEPY2HdfRo0cxZcoUbNq0Ce3a8f22jEYjXnnlFZw6dUrc795770WnTp1C3utwOLBw4UJ89NlibAdCUlFvvfUW+vbti/z8/DD2zqJSh+8aN18ZqdfFprnIsNI1eRPAl3vH3og12Uy3HUZT/FbtQnaSCeYoTG6alW7avtrlg8fPit5jsYA2Y5NqMYpmry1BTbPHeEBjbFTAiBEj0L17d8yaNQt+P//jd/oC0DHAiq/+gz/84Q9o3bp12PvWrVuHYcOGoXfv3igqKsKo667EwZ83iA+QMWPGICUlBTqdDoMHDwYA3HfffUhPT0deXh7mzp2L+fPnR9SSLF++HMXFxWAYBk899RSmP/kE3plwA3oVdBInv+effx59+/ZFhw4d8NZbb4nvnT17NqbdfDmu65aN9evXAwDWrFkT9jlNP2PSpEno1asX2rZt2+JnCBDz0T4PCgsLwTAMcnJyMHbsWADAqVOnUFxcDKPRiKKiIliMemzeuCHkvPXv3z+mtNPs2bPRpUsXMAzT7PcC+MBmx4ZV6N27N/Lz85GXl4cJEyagtjZy64SmjM3y5cvRr18/dO3aFR06dMBdd92FM2fOhJw3gNcCFRcXi983Eo6fc8PHcuicacNvu39B3kV9sKDkNGxGHdqnWWE0GtG6dWusW7dOfI/NRJexEVojCIFNS0ENABh0vKWBo0lbhQULFiAtLQ39+vULeT03Nxd9+/YV/z1gwICw39HixYuRnZ2Niy+9AgDEibCqqgqzZs3CCy+8EHEsZpUCZClaFkCdCYllOdR6YmdsAF4/omZgU1rpROfM6P4xaRa6jM2pGp4xksLYiFokCoxNrdsfVv3YHM53xkYLbFQAwzCYNGkSjhw5gkWLFgHg6XabUY9XXnklaupp0aJFKCwsxLZt27Bjxw68+uqrWPzcg/jxp58BAJ988gnmzZsHjuNw6623AgAmTZqE9u3bY9euXbj77rtx1113RZzUhw8fjpKSEgDAxx9/jOtH3ox7316Gp6Y/hQceeAATJ07E0KFDsXXrVkyZMgUPPPAADhw4AAB45JFHMH7GKyHHGzx4cNjnNP2MMWPGYPv27ZgxY0aLnyFA0IukpyRh586d6N69O/r06YOPPvoIAD+5ffnllygqKsKOHTtgNeiw5uulIedt9uzZGDVqVIus1SOPPIK5c+e2+L0AYMOKZfjn4/dgypQpOHDgAHbs2IGSkhKMHDkyYqowuK3CokWLcOONN2LatGk4ePAg9u/fj7KyMgwaNAgOhyPkvI0fPx4lJSXi942EE+fcSDEbkG4zYeP332PYtYORZTfh6vxWMOp1qK2txZYtW3DNNdc0jsegIyJiLC8vRyAQHiAJjKTdHDuzCERmtjZv3oyOHTtiyZIluOyyy9CtWzcMHDgQ77//fovHe++993DPPfeIaSUhFfXss8/ijjvuQMeOHSOPw6BXRWNTK5EZSbXSbzjp8AbAcbE1wBSQbFGXsTlc2XxFUrrNSFVjI2p8oqTCIkEIYGlYdsTaIV4A7fYO8YYW2KiEMWPGoH379pg5cyY4joPTF8Cxks3Iy8sLo88FPPnkk5g2bZpYRTLoskvRJq8An370gbjPzTffjJEjR+LRRx/F4cOHMW7cOLzyyitISorN5hsAevXqhQ75PWDQMRh9880AgNLSUhQVFYmfwXEcNmzYIL6npQ7JkT5DON5NN90U02cAvPaHQeOENG7cOKxcuRKnT58W9/nggw9ERsNi1GPEX+4POW8DBw5EYWEh5s2bJ2nM0cBxHD577Xl079UPo0ePBsDrmKZPn461a9eGfQdhXEJbhYkTJ+LKK6/EiBEj+G0WC15++WXs27cP77zzjuTx8NbyJpSWluLEiRO4ccjVuP+SjujVNhWVlZW46667cMMNN4QI2K0mPVwKxcObNm1Cbm4uJkyYELZN0MnE4vQbjEh9mo4fP449e/bglVdeweeff469e/fikUcewd/+9jc8//zzUY+1b98+bNu2DXfeead4TItBh0OHDmHx4sWYOnVqs+NQo2VIrK7DAtJkFhBIgRA4SZkok80GdQObKic6NxPYpFkMVBmbCocX+gYxd6ww6HWwm/RUAtNat08S85du0xgbDQRgNBrx6KOPYvfu3fj666/h9Abw3SdzMHny5KjvsdvtmDZtGvr06YPCwkL06tULZ44dxNGjR0L2e/vtt2EwGNC/f3/k5eWFrMxjQZcuXcSS6oyMDPE1AZmZmQAQEkyY9NJ8GIKPF+tnADxjYzY0+sXccccd4DgOn3zyCQA+yFi4cCFuu+02AA0iY4M15LwVFxdj9+7dOHz4sKQxR8P+/ftRVX4KhX36h7x+0UUXAYCYxgqGxcAzEfv378fx48fD0iqFhYWwWCxYvXq15PGU13uQnWTGhg0bYDabsW3bNsyZMwd33nknBg8ejOeffx7z5s2DydRYIWVtCLQigWVZzJgxA7fccouYHov0WnJyMlJTU5GTkxN2DKcvAKOOkRwAW43hImu32w2Hw4FZs2ahTZs20Ol0uPnmmzFixAi88MILcDqdEY/13nvvYcSIEcjOzobbF4BBx8Cg12HSpEmYMmUKUlNTo45DrQ7fUnoyAfQtHwBplVoC1AxsWJbDkSonOmU0E9hQ1thUOr3IsMZuPikgxWKgk4qSmDrMsBo152ENZHDPPfcgMzMTL774InZs+wVms0XUUjQFy7IYNmwYVq5cif/85z/YuXMnSkpK0LFbIdxuT8i+bdq0wYwZM1BRUYErr7xS8rhsNhtvgmfQiz9Um63xoSG8FpxykDphRTpeS58B8Bqb4EqWtm3bYvDgwfjwww8B8EFEjx490KpVKwCAScdg1sPjws5b37594fGEnje5qKioAACsWf55SFnxn/70J7Ru3TriRGtp0GwI701PTw/bJz09XdweKwIshwqHF60bAptLL70UDzzwAMaPH48PPvgAeXl5mDNnTtj7bEa+L1OktNn69evh9/sxcuRIcZyRXisqKkJVVRWefvrpsGM4vQFJAncBQgAYjOTkZAAI+6306tULTqcTe/fuDTuO1+vFggUL8Le//Q0AGiwDdNi4cSN2794tivijjkM1jU3sPZkAodqHbgAhTLyxVmoBfGBDY8KOhIMVDnj8LLq3js5K066KqnL6Ym7uGgxabRWkpqLSz3PxsFYVpSLsdjvuv/9+PPPMMzhy8iE89OwrUfc9dOgQfvzxR7z66qtiJQgA6HVAoMlkxLIslixZgr59+2LixIkYMmQIsrKyJI0t1n5MAsxG/tYJnhgdDoekz4wF7ghtHsaNGyfqdT744AOMGzdO3FZ16hhKd/1f2HmLFXo9/1nNfS/h3N50x12Y80pk8WlT8JqNALKy+fdWVVWF7VNdXS2m5mJFjdsHluM7P2/YsAF33313yPY2bdpErLazGnUIcBx8AQ4mQ+iq84cffkDfvn0xcuTIZl9rDs4YG042hcWoDxMPd+vWDSUlJSHl6kDjtWr6OgAsW7YMqampuOqqqwA0tuVY/e1qBAKBEMZMYAmHDBkCk8mEF154ASnd/6BK9+Mat79Z5qEp+LYqdCckgXmRmoo6VEH+9x8J207UwKBjUBjUS68p0iiLY6uc3pidmYORSouxcfslCZkF8TANF+REgMbYqIwHHngAdrsd1uRU9L/ksqj7CexC05uutqoirMnja6+9hv79+2PZsmVwu9146KGHJI/L5YvN3VdAm4bqk+rqavG1/fv3S/7cluD2hbvFjhw5EikpKXjrrbewYcMGDB06VNymY/mHRtPz1jTFFQ3Z2dkAmv9e+fn5SM3ORem+3WHvnzx5ckj1kQBBO1JQUID27dvjl19+Cdm+a9cuuN1uXH311TGNU4Dw8K4tP4ljx45h0KBBIdu/++67iBV3e/7vF6x5/1V88eVSLF++XHx9zZo1+Pzzz3Hw4EHREDDSawKiiYflMjbOqrNhjM2wYcMAIMzHZ/fu3bBarbjwwgvDjjN37lzcc8894n3g9vNtOZ599lmUlpaG+NyMHz8eALBixQqUlJRgyJAhDRobdXxspDA2wopfqpeVFAj9q2L1RBH2VSsVta60Ar3bpjZrAZFmMaDeE4Cfkjt6pdMndsmWghRK/aKkNC0F+Oo6P8uh3qNuY161oAU2KiMzMxMbN27ELdNmN7ui7datGzp16oT58+eLk+znn3+Ok0cOgQ16qJWWluKjjz7Cs88+i7Zt2+Lll1/Gp59+iq+//lrSuKQyNp07d0ZKVhssXbaMf7/LJepeSMLlD+/vY7VaMXr0aMybNw/Dhw+H0dj4gCkoKEB6Tvuw8xZr0NW5c2e0a9cOy5r5Xn4WuOZvk7Fh9cqQ87xw4UIsXLgQvXv3Djuu1dho+DZr1iysW7dO/Ay3243JkyejW7duuPfee2Map4BzLh9MegY/bd4Iq9WKiy++OGR7WVkZcnNzAQCrVq2Cx+PByZMn8dh99+Dy28Zj4KCrQoK4wYMHw2q1YtKkSejZs2fU1wCexcnNzcX9998fNi45jM1nn32GMVcU4qsP3g55/ZZbbkG/fv0wbdo01NfXA+DNC7/44gtMnToVdnto2e+xY8fw/fff46677hJfc/tia6QqQNDY0AwgAOkphDSrAQGWo+oaXevxw2aM3VsHEAIbemP6eNsJPLRsN5bvOY2lu05j+IXhwXowhNJnWk2Dq5zeBEtF+aSlohr6RZ2vAmItsKGEM2fOoLi4GMuXL8f06dNDKPzi4mJYM3NgM+lRWVkp7idsmzNnDoxGI5YvX46srCx0794dgwYNwubNm9GtZzGO7duF4uJiPPHEE7j00ktx+vRpsfT17bf5SWHMmDEYNWoU5s+fLzqrTp8+XVydbty4McQrZd6LT6Ls8K8hr913333YtWtXyGtjxowBANgtJoyc9DK2/992dO3aFaNHjxarY4TPafoZkY7X3GcAkRkbAGL6KTgNBQDJNgtuffrfyMwMPW99+vTB1q1bUVxcDK/Xizlz5kQ8LwaDAQsWLMD27dG/l8fPosdl12HOh5/imWeeQadOndC7d28sWbIEa9eujShKtRh0fB8kP4tbbrkFX375JZ577jl07doV+fn5yM7OxoYNG2C32yP62ERigQCgZOdurHzrWfzjH/8AwzB4+OGH8euvv4rbX375ZRw/fhxvv/02Tp8+DbPZjC+//BIF+QX4bfc2rF+/Hrfffru4f319fdj4I70GAElJSUhNTY3ICDVlbCZOnBh2nwvXQkB6ejpsSUkwp4Tqj/R6PVauXImuXbviwgsvREFBAe677z68+eabESub5s2bh2HDhonsGxrOe1NDxRUrVoi/N4BPRQnn3WLg+1Z5A3QDG170GfvKX5iwaepH6jzSgi2AZyJoMTYr9pXjz5+V4Ot9ZzBi/lboGAb3DujQ7Hton6dKh09WKoqaeFiGHxJAvwN6vKBpbCghOztb9CJpCrefBcvxJmmZmSlR97vwwguxdu3akNfuPFWLr/aWY+pVvJHciy++GLJ9x44dYccJXrkKuOyyy0I+941NR9AjJ/JYIr1mMejQsag/Xvvl/0J6yjRd4cZ6vGjnwOULRPSKuPTSSyP7xRh0yO7YFS+t/LZZKn38+PFiMNMUgwYNCku5BH9WRUMTwj8NHYa/3DYq6mcEQ5hUPX6+0eiIESPEcu+mGD58OIYPHx7TcVPbdcbfn5qJ23q1jbg90vc0m80Y+qchONv1cvQrzEFJSYmoOdm+fXuYzifSa0CjeDgSmjI20fqfBeO6667DD7+ewNf7zoRty8jIwHvvvdfiMQDeo6Yp3P4AMmyhK+whQ4ZEbKcANDoUuyX0BJMDOakogGcipCvIYkOtRBYJoJuKevOHo7iuoBVW3H0x9pyuQ+tkc1jH+qYQyrBpVUZVubzItElnbJLNBtG8kiRqPX5JYm/h/GiMjQZikOvxAfCiTz/Liz5JQhBXxgrhYU+7csQdYwNMAULenabwU/A3kTLhBQc2JCHV+h4Abr/9dpw8eRJHfl6HJYs+FauOAGDr1q1h6axIr7UE2VVRRj38LEdcGyE1FSXs66Fo0ie0nYi12STAp6IAuoyN1NU/wLdU8PjZkO7yJFDl9GL1gQqM6d0WDMPgopwUtEpq2RSvkbGhlYqSx9jYKTSf9fgD8PhZaQGylZ5ZYCJAY2zigOAGmFIR3MHaRHAl6fGzMfeJAiAGG7QFlrz2J/bvKexLwlU3GoTvnAiBTb0ngOQsafdRUlISXnjhBby28Qh6t01Bt06Z+Pnnn7FkyRJUVFSIDF+k12IBy3Jw+Vl5VVFBAXOSREuB5iA1QFYjcBdEpJLKvS30U1G1Qc1LY4Wwf53HH8aMKcEPR6rhZzkM6Z7d8s5BEM4pjfMUYDlUu3yyvmeSyYB6wsxWY3l+7NfMbNDDbNCJTVjPN2iBTRyghLGxBQU2UlZ6zcEfYOFnOVkTNc1GgRzHyQ64aI5LCE5MEiZeM4VAkOM41Hv8SJI4CQmwGhvbKhgMBqSmpqJr165IS0uL+loscCkI3EXGzc8ihoV5zPD4AxIZG/r3UaMRXuy/Y5uJF/XSXGnL0diIgY2bbGCz9cQ5dMmyST6mQa9DkllPJbCpcfvAcUCmDMYmyaxHPWHGRk5gAzSUnqvoFq0mtMAmDnD6AjDppbuyAo2MjZMgIxFsNx8rjHoGOoYuY+P2s+BkjEvP0GdsjDpGUtWISc+AAeAhSNV7/Cx8LCd5dS3AFtThu3fv3mHVXJFeiwUiI6mEsSGYSuQ4jmdsJDB/atzfchgbhmGotwuodfslp1mCGRuS2Hq8Bn3apcl6L61GmJUNGrtEYWzkBMiAUHp+fgY2msYmDhAaYMqBxagDAxDtzCwnsGEYhrrtvDC5SUlFMQwDi1FPWWMTXmHTEhiGgYlw/yFh5ZckgxkBGtoqUDhPIiMpK9VKPpXoC3BgOen3dyQXZJKQvdK20ikZFlDrlpGKsgiBDdn7aUdZLXrlRjfiaw60TPoEx165jI3DGwDLktNICr5DUnVRqRbjeZuK0gKbOMAhU1gJALqGBy7RwKbhWFJSPgBg1tM1MWsMuKSNy2rQwUVxXJ6A9MAGIH++hJWf/FSUngqzpYSxEVhML0FmS0gnSb6/DXrKGht5K21aTIQARakogmyE2xfAyRo3urayt7xzBNBqqyAENnIYG7tJYNzJPb9rZThFAzxTqDE2GohBrt28AGtQCoEE5IhhAX6ioKlBECZdKcaBABKSsQH480sysKnz+KFj5DEjgKCxocDYNDQulZKqE6BjGBh1DNnAxifz/jbo6GpsXD5YDDrJRQBpVgPVBo+1Hj9SzPJSUbUEx3W02gUAklpOBCPNYsA5ChN3pdMLg45Bkln67y7JxJ8nkumoGrcfJr1OcuCeajGetxobLbCJA+SWwgogvdJ2ywxsSE/UTSEySRLHFSyKpQGPn4VZhj6KtE2/oyGlqZPZ68VGMRWlJHA3G3TwEjxPclKtwv50NTZ+WQUAtNxrBfCpKGnXT69jYDPqiaaiSht6T+XJDWwoMjaZdpOsHksCu0qy5FuO7xDQwNhoqSgNpKCUsbGZCKei/AGY9TrJEyTtB79LGJfElb/FQJdJShTGRmobjKYQmD/SbQOU3t8mvY6oyFpMRUlMaZopd/iW2tlbAO3O1XUSzd4EJBN2Hz5c5USmzSi7+jPdRkk87PTK6hMFQGR5SFZGyQ5sKGu14gktsIkDlDI2pCfuaG0LWoKZsrhS7rhUYWwSILAhkdJkOfJtA5Te3yaDjrDGhoWO4SudpEDoyE4LNRIbFwqg2eFbMHuTM1Emm/VEA5ujVS50lMnWAIIWifzELTA2ckAnFeWTLBwGeLEx7U7x8YIW2MQBTl9AFJHJAekJ0iPRdViAGoyNHEYioTU2BCdsl4+F1ST/J9xYgUT2XJFgbIimohpch6WmDoSO7LTANy6Ul4qi5agrpJLkTJSk2yqcrnMjN8Ui+/1pViMVLVKV0yvLdRgIZmzInSepnb0FpFLqW5UISNjAZvHixXj88ccxYcIEfP/99yHbfv75Z9x5552YNWsWxowZg59++ilOo5SOAMt7aijVIJAMKPh+ONLHY6ac8pFqgy/AatDD1cK45syZgx49eoBhGHzwwQeSjs9XRck5X9Ku2/HjxzF06FB0794d+fn5uPHGG0O2K01FCawK8cBGIWNjNjBEWSTenE+epw7NwF3uhESTsRHEv3K8kUgHNuX1XrROlm/2l2al4/dT6fTJTkXZRcaGbFWUrABZS0Wpi7q6OsycOROzZs3Cq6++igkTJoBlGx8wZ86cweOPP46JEyfi4YcfxqRJk+I42sjYv38/iouLkZGRAYZh8NJLLwEIcmUNmpB8Ph/at28PhmFQXFzcYsNAqRPk119/jVatWuH48eMRt0vtEyV3HFLh8gVkpaIsxpZTZOPHj8eKFStkjUs2YyOx3HvChAmoq6vDnj17sH379rDGnC4CqSjhOCTh9IUG7mfOnMGYMWNQUFCAgoICjBo1CidOnIj6flOE87RkyRJcfvnl6NOnDzp16oS+fftiwYIF4vbS0lI8/vjj6NOnD/r06YP8/Hxcdtll+Oabb0LM+e6880506dJF7C4u/HXo0AFmsxkul0s8pply1R+fipLL2NAJbETGRlYqijBjU+tBm2RljI3DG6DSv0puKkqv4+06SKailIiH6zx+BAh66iQKEjKw2bJlCwoKCsAwDKxWK+x2O0pLS8XtQ4cOxUUXXQQAYFkWSUlJUY/l8/ngcrlC/tRAQUEBSkpKMHz4cDAMg9mzZ8Ptdotq+OAV7ccff4yTJ08C4LtcT5w4sdljS50gU1JSxAd3JMjVstCm6t1+FlYZK22rUQ8fy8HP0hmbp0HULBVmg17Sddu4cSMGDBgAnU4Hu92OnTt3hmx3ekMZm/fffx/XXnstGIbBH//4RzzwwANhwVDoeHizR5Iu1sK4bA0pMq/Xi6uvvhperxd79uzB3r17YbfbceWVV6K+vj7i+5tqbGbPno3nn38en376KbZt24b9+/cjPz8f3333nbjPf//7XyxcuBCLFi3Ctm3b8Ouvv2LAgAEYPnw4tm7eFMLYzJ07FyUlJSF/1113HW644QZYrVZxP9oGfXLFw8lmA1w+lnijUCDI7E3GuEg3eDxd50abZPl9NWj11aqU2QBTQJLZQFQ8LPc+EoJqWl3Z44mEDGwqKipCgpXk5GRUVFRE3Pedd97BP/7xj6jHev7552Gz2cS/zMxM4uNtCcOHD0d5eTnmz58f1gCTZVm8/vrruPbaa2M+nlSm5PLLL8fWrVuRnR25kZxcjY0wDtJVNQJ4xkaJLT/5B7/Qv0quxkYKA1BTUwOLpXHFGjzpAoDLz4a4Mv/lL3/BqFGjYDKZ8PXXX+ONN95Az549ox5fxzCwEPay8bMsPIFGxubDDz/Ezp078dJLL8FgMECv1+Oll17C4cOH8e9//zviMYI1NkePHsWUKVPwzjvvoF27dgAAo9GIV155Bffff7/4nrZt2+Lpp59Gly5d+O+m0+HJJ58Ey7L44bv/itfr3nvvRffu3UM+z+FwYOHChfjb3/4W8rrFoIOP5aitaGtc8lJRQpqIdM8hoNENWU4qym4yEAtsfAEWlU6fssDGSiewqXL6kKmgH1aSSQ8HYY2NnEBUeM/5qLNJyMAmKysrZDVXV1eHrKyssP1mzZqFYcOGNdvPZurUqXA6neJfZWUllTE3hxEjRqB79+6YNWsWap0eMIDIRCxduhR/+MMf0Lp167D3rVu3Tvx+RUVF6N+/P1asWAFzwwP39tvHICUlBTqdDoMHDwYA3HfffUhPT0deXh7mzp2L+fPnR9SSLF++HMXFxWAYBp+//TI+/Odz6NWrF9q2bYs333wTAB8U9u3bFx06dMBbb70lvnf27Nno0qULCnNTcWTHT/AGOKxZsybsc4I/46mnnsKkSZNi/gyggbERBK4uFwoLC8EwDHJycjB27FgAwKlTp1BcXAyj0YiioiIAwLYfN+Kz6eMxsH+/kPPWEoTvxTAM1q9fDwBh3yvAcghwfJCydOlS9O7dG/n5+cjLy8OECRNQW1sb9fhmgw7eAAeW47B8+XL069cPXbt2RYcOHXDXXXfhzJkzIecN4LVAxcXF4vcVEGD5AKtpKmr9+vW4+OKLYbPFVk1Cuq2Cy8sHJELgvmTJElxwwQXo1KmTuE+bNm3Qo0cPLFmyJOIxzPpGxmbBggVIS0tDv379QvbJzc1F3759xX+PHDkSd999d8g+wrWwpWaIjOSAAQPCfmuLFy9GdnY2/vjHP4a8TruDfY3bJ6uUmVZfJuGYDANZxQ1CuwASOFPvAQC0VhTYCB2+yZ2nAMvhnIsAY0NaYyPRUBFoFIiTNFVMFCRkYNO/f38cOHAAAPj0jcOBTp06oaysTNzntddeQ4cOHTBy5EgsW7Ys6rGMRiOsVmvIn9pgGAaTJk3CkSNHsPzLz2ExNnqzzJo1K2rqadGiRSgsLMS2bduwY8cOzJ49G6NGjcL+XTsAAHM/+Ajz5s0Dx3G49dZbAQCTJk1C+/btsWvXLtx999246667Ik7qw4cPR0lJCQDgp1XLcP3Im7F9+3bMmDEDDzzwACZOnIihQ4di69atmDJlCh544AHxmjzyyCOYO3eueCyPP4DBgweHfU7wZ3z88ccYM2ZMzJ8B8AZ9wuRitVqxc+dOdO/eHX369MFHH30EgJ/gvvzySxQVFWHHDv68fLNsCbLzCvD1uh9CztvWrVubvU5NvxeAsO8lTHKrv/oSN910E6ZMmYIDBw5gx44dKCkpwciRI6MyWAJr8MmnC3HjjTdi2rRpOHjwIPbv34+ysjIMGjQIDocj5LyNHz8eJSUl4vcVz02UNgEbNmzAFVdc0ez3DIYSk77y8nIEAqHvbdpOYefOncjLywt7b15eXtQ0mSmIkdy8eTM6duyIJUuW4LLLLkO3bt0wcOBAvP/++82O7eTJk7jvvvvQu3dvXDryz82Kh9977z3cc889YVVTZiPdDvZyy72FlXYdhZU2P0kaZJnP2QkyEeV1fKPJ1klKxMMNjA3BiVvoPaWkg7ndpCdaFVXjkpeKomEWmChIyMAmJSUFkydPxuTJkzFx4kS89dZbOHr0KG644QYAwLJly/CPf/wDb7/9NgYNGoQnn3wyvgOOAWPGjEH79u0x/61/wdowwa1evRp5eXkhq9lgPPnkk5g2bZr4kBk4cCAKCwvx5Wf8JOfxs7j55psxcuRIPProozh8+DDGjRuHV155pVndUVO06dIdPQsLAQA33XQTAF6MKTAgN998MziOw4YNGyK+P5YVba9evcTjxfIZQkfmpg0wx40bh5UrV+L06dPiax988EEIo/HkE0/i8tv/Lup/hPM2b968FsfZEjwBPvX24tNTMXDgQIwePRoAf89Onz4da9eujXqezAYdOI7Dk1Mm48orr8SIESMAABaLBS+//DL27duHd955J7ZxRHDTPXjwIE6ePCkpsLEadXB6pTMSmzZtQm5uLiZMmBDyetMGmBUVFUhOTg57f0pKCpxOZ0TNm0mvE6uijh8/jj179uCVV17B559/jr179+KRRx7B3/72Nzz//PNh7y0tLUWXLl3Qrl07BAIBLFu2DIzZFjXVum/fPmzbtg133nln2DYxpUmBsfEHWDi8Adll1QAdxkZOA0wBdhM5JqLKyQc2ckW6QKOGhGQqShyXQsaG1LXjOA61Hr/YhFQKBFaORkoz3kjIwAYARo8ejZdeeglvvPEGrrjiCnTu3Fks677hhhtQUVGB9evXY/369di7d2+cR9syjEYjHn30URw5sA+Hfl4PAJg5cyYmT54c9T12ux3Tpk1Dnz59UFhYiOLiYuzevRsnjh0BALFT9Ntvvw2DwYD+/fsjLy8P11xzjaSxpeVcIK5oMzIyAEDUKgAQdUnBwUQwYnnwBx8vls/wBtiGjsyhK+077rgDHMfhk08+AcD/sBcuXIjbbrut8fukJGHdh//CDVddGnLeDh8+3OI4W4LHz6Ly+GGcOnECl1xyScg2QdAupLGawmzQofL4YZw4cTwstVJYWAiLxYLVq1fHPA6ADwIEbNiwAUajEQMHDoz168hORSUnJyM1NRU5OTkhrzt9gZBUazQ0p8sy6Rt7RQmM7axZs9CmTRvodDrcfPPNGDFiBF544QU4nc6Q93bu3BmHDh1CTU0N8vPzUVRUhF+3/xxVE/Xee+9hxIgREfVnYiqKglZLmNjkpaL4cdHo8yOnAaYAkoyNwIzIqRoToNcxSLGQLfmudChnbGwEW+J4/Cx8AU5WgCx46pDU+yQKEjawOR9xzz33IDktHSs/ehs//fQTzGazqKVoCpZlMWzYMKxcuRL/+c9/sHPnTpSUlKBv377weflVgzC5tWnTBjNmzEBFRQWuvPJKyeMymq3ig19gh4I1GsJrTdMOAmJhbCIdr7nPaGyAGXqLtm3bFoMHD8aHH34IgA8ievTogVatWgHgz9vw4cNxeOtGvPTexyHnzePxtDjOluDxs3DWVgPg02vBJcN/+tOf0Lp167DJVoDZoBPfm56eHrY9PT09qki+KQRxbfCEvX79evTt2xd2e2g3ZI7jUFNTE/E4VmPLnj+RUFRUhKqqKjz99NMhrzu9gZBUa1ZWFurq6sLeX1dXB5vNFjE1bDbo4Gc5sCwnsj1Nfye9evWC0+mMuqhJSUnB7Nmz0bp1ayyZPSNiYOP1erFgwYIw0XDwOAA6qajGzt6Jx9jIDWySCFZFVTekV+Q0Ug0GafdhEoyNzaQXmU2lEO4BOSybSc83qiWp90kUaIGNirDb7bjq5jtxcOc2jB07tlm25tChQ/jxxx/x17/+VawGESD0dBKYEpZlsWTJEvTt2xcTJ06MeXIMhtSqKL2+YUXekDIC+OoSUhAbYEaoiho3bhx27dqF7du344MPPsC4cePEbcJ5GzB0NFKycsLe2xKE7xXMKAR/L4+fhS2FD0ruvffekJLhHTt24PTp03j55ZcjHtus14nvraqqCtteXV0dUSQfCYKDcfCEHU1f89VXX+HIkSMRj2Mz6uEiSEU7fQHYg65ZYWEhjh49GrbfkSNHolZsCSyUN8CiW7duABDiYwU0XifhdZfLFcYCMQyDiy7qifKjB6ALhK/aly1bhtTUVFx11VURx6HX8Z3GaaSiGgMb6ROkQa+DxaCjqLGRbz5X7yXTe6za6RM1MkpAuhN6lcsHk16nyIDS1tCjjQSEoEROYMMwDPEKrUSBFtiojMtuGguLzYaMjIxmtRACu9BUxHf69GkwDMAAovHUa6+9hv79+2PZsmVwu9146KGHJI9Lalm1QN37XHViSmz//v2SPzcaXM10ZB45ciRSUlLw1ltvYcOGDRg6dKi4TThvRr0+ZEKKlkZrCuF7VVdXi68Ffy9PgEWrCzrhggsuEMXKwZg8eTLWrVsX8dgmgw6Z7TuhTW47/PLLLyHbdu3aBbfbjauvvjqmcXoa+h8ZGla0hw4dwokTJyLeU9988w2Ki4vxyy+/4NVXX8Urr7yCVatW8RWD1Wfh8rFYs2YN/vnPf2LBggX405/+BIAX7r722msYNmwY/vnPf2L48OEhx40mHg5+6N944404duxYSHBTXl6Offv2iVqrYJSVlcHUcM09AZ61BBDm4bN7925YrVZceOGFAIDrr78eW7ZsCTvekaNHYLYlIckWbvQ2d+7ciKLhYFgoNcKsEVMt8tiRFMINJwXUyejsLcBu0iPAckT6fFW7fEgnEtiQNTOsdPDtFOSIqwVYCVosiIyNXJaNsKdOokALbFSG3paKtxZ9g88++6zZ/bp164ZOnTph/vz54iT7+eefi5OsUc/bzpeWluKjjz7Cs88+i7Zt2+Lll1/Gp59+iq+//lrSuKQyNp07d0a7du1wYPMauH0sXC6XqHshAYGxidQywGq1YvTo0Zg3bx6GDx8Oo7HxASictx9XfC6W9geft5YgfC+h0q7p9/L4WViMerz66qv46quvQs7zwoULsXDhwqj2AzqGgdmgw0NTn8W6devEz3C73Zg8eTK6deuGe++9N6ZxevwsTPrG/kcbNmyAXq8P0f0EAgE8/vjjopaptrYWWVlZYFkW1157LXJzc7Fx1dcoO3Uczz33HB555BFcc8018PkaJt3UVLRv3x49evTAo48+isWLF4vH/uGHH5CbmxviJQM0mPMFXbM777wTPXv2xOTJk+H3+8GyLKZMmYK8vDz8/e9/D3nvZ599htzcXLzz+j8B8Om2W265Bf369cO0adNEC4iNGzfiiy++wNSpU0PSbjNmzBCvOcdxeOONN7Bt61b0H/HnsMD92LFj+P7773HXXXc1e54tBj08FPqOiYyNzMmbd/ml4GMj054faBSjkkhHnSMY2FQTFQ8r87ABGhgb4qko+cEoSRfkRIEW2FDCmTNnUFxcjOXLl2P69OkYOXIkAN50rrCoGB07dgQAVFZWivsBvJZgzpw5MBqNWL58ObKystC9e3cMGjQImzdvRp8+fbB161a8ee8IvPbC07j00ktx+vRpsfz17bffBsBXYY0aNQrz58/HkCFDAADTp0/H+PHjAfCTg6Bb2PrNQkx85EHs2rUrxD/lvvvuC3ttzJgxAACDwYAFCxbg1KF9uOXKvhg9erRYISN8TvBnRDtetM9w+VgYdUzUHLuQfgpOQwEQz1tqegYmDL887LwVFxfD6/Vizpw5Ec+L8L22b9+Orl27hn2v5yc/ArNeh1GjRmHJkiV45pln0KlTJ/Tu3RtLlizB2rVrkZqaGvW+MBt0uOJPN+DLL7/Ec889h65duyI/Px/Z2dnYsGED7HZ7RB+bpiyQYBL466+/YsKECXjuuedgsVgwbdo0PPzwwxg3bhw6d+6M1157DbfffjsA4KqrrsL69etFcfmOHTuQmZmB/1v1Ja4b8icwDIONGzeKOq0LL7wQa9euDaneEpCUlITU1NQwT5imjI3JZMLq1auh1+vRo0cPdO/eHbW1tVi7dm1Y5V56ejqSk5PRJps/pjfAQa/XY+XKlejatSsuvPBCFBQU4L777sObb76JqVOniu99/vnn0bZtW1xxxRUoLi5G9+7dsXDhQrz13nwMGvtgWG+vefPmYdiwYVFNK4OvF51UlA9GPSPLGBPgA5taD3n/EUUaG8E4kEDAVe3yIV2BjkVAGuH2E5UKGmAKsJnIiYeFwEboGi4VSQRNFRMK3O8MTqeTA8A5nU7Fxzp79iw3Y8YM7vTp0zHtH2BZbsaq/dzuslrFn/2v7w9z35dWKj5Oycka7tlvD8h+/7yfjnEr9pUrHkdT/HCkknt1fans9y/bVcYt2Hqc4Ih4rDlwlnv7hyOy3//6xsPchtIKxeNYe/As99Ym6eO46KKLuEAgwDmdTq53797cvuNnuX7D7+CWff1fjuM47i9/+Qu3efNmbs2aNRzHcVzfvn05r9cb8/HnbD7Krd5/RvK4glHn9nEzVu3njlY6FB2H4zjuaJWDm7FqP1fr9sl6/4Ktx7mlu8o4juO4d999l1u1apXiMXEcx7216QiX+dRK2e+/7M0fuPuW7CQylmBc+PJ6btp/f5X13p2najg89hW397Ty59vV7/zI/XVRieLjPLh0Fzfg9U2KjyPg1gXbuBvm/6zoGC9+d5DLe/47IuNZXHKSw2Nfcf4AK+v9tO6jeENemKdBFtxipY984ZkAo54h0tzN7Q/IXjUCDStaCuWwcvtXCTAbdKhwkB8Xz5TIv37B7QKUj0Pa+Tl69ChMJhOWLFmCffv2Yf78+UhPTUbv60Zh46aN4HxutGrVClu3bsXVV1+N+vp6dOzYMSTV1xKaMjZyYNTzLJ2PQCsDoWJPTm8vgNee0aqKkpuGAuilouoaDPrkgGQqqtrpQ1FOiuLjkNbYVDl9aJcmvzEnQFY8XOfxw2bUy64eSzLrz0uNjRbYqAiXqBtRngE06XVERHpePyuKNeWAb+xI/ofBdxyXP0HSSiHI7RMlgNR18wSkX7d169bhrrvuws033yy+VuPyoU3n7rj7tmvQLs0qmmAK+PzzzyV9RlONjRwYdPz3IhG4e/wsGDQGS1JhMehQ6SCvQZDbuFAALfFwrQIfGyEdQiSwcZGpikoh3HG80ulFYU644aQUkBYPyxUOA2T7eyUSNI2NihBWfuQYGwIr2oCyiZpWh28STBKNHj+eQEBZYGNgRFddRePws5JYiAMHDuDf//43jhw5ElKO2+jVovxc+QIsfCynmLHR6xjoGZC5vxsCUblVLPQ0Nn5F5nPJhCdsoMHF1u1T4Dzc4GRLYFx1HnntJpoimXAAWOX0KXJDBkj72ARkC4cB3nvofBQPa4yNihAEY0ombAFEGRuZND1AMYBQyIyYDTrR64UkPH4Wdpv8nw2pVJTXz0qagPLz8/Hzzz+HvW426MCATKNHsZ0CgcDdoNfBx8YnZRcMi0FPTTysZOJONhuId2V2+Xi3b7mMjbBgI8EA1HsCohhZCZJMfGDDcZyiEm0BRMTDRj38LAdfgIVRwbMXEMrz5Z+nJLMBjsrIhqL/y9AYGxXh8gWgY6DoQSvAqNcRouo5mA3yf/DUGBvFGhs9vH6WiFlYMKQyJU1BLBWlMIUogGEYmAw6IjoSh9AAUyFjAwBGHSFG0s8qWkhYCJ2bpqhxKWVs9MQZG6HLs1yNjU7HwGZU7j4cYDk4fQEkEbiPks0GsByIVCH5Aixq3X7F5d5CAEgiHVXnURbYkG7ImSjQAhsV4fLxuhESKweTnkxKwxtITMaGT0Up0NjodeAAIkFEMBRrbAzkNDYkAmSgYfIm8OAXGBsyqVZdYqRajfz9TTpArnH7kGpVxtgQD2wUmr0BghhV2biE+4gEYyOkaUicq3NiZ2/ljA0AIukopYFNkplc49JEghbYqAiXL0BEOAyQZGyUpnz0CZmKEtge0mMjIx5WX2PTHEgFp66GBpgkUq1GHZMQqSizQQeWI6P3CUatguojgI54WDieknGREKMKgRGRwMZCrq9WpZMPbMgxNsrvbxKMjdZSQYMi8IGN8tUsQFBjo3BFazboEOA4+AlMQsFwK0whCJN+4gU2DDFtFFHGhkhgw8JqlC/UDYZRz8BPTDws/zcnsIak01HKU1GN2hFSEDQ7cjU2gDBRKgxsGoIQO6FUFEAmsBEaYJIw6ANApORbMWNjOj/LvbXARkW4/SxBxoYh5vOhNBUlHIcUOI5TrI0gWe0jgGU5+FhOUUBhJOVjI6PcOxpIleyTDNwThZG0ULiPADKpKJYjk84QQC6wURZECBMtKY0NACINQ6ucQipKeUsFIDE0NnwqimyAnAjQAhsV4fIp040Ew5QgD34agY03wIIDFK20aYwrUkdtqSDBtAVYDiwHRQFpMMgxNiQDGzKBu9sfUCb2NpDz1BHAshxqPcoYG7F9AcnAxuOHUc8o+t2R0GwIjA0ZjY1wngikohxeWAzKOnsDjT5mZDQ2ysq97SY9WI584B5vaIGNiuCpenIP/oQQD1NI+QhCViVVUSYagY1CF1uAH5cvwClaIQmTrEGm22hTkNPYkGMkDbrECNwFYz+vn9yKtt7rB8fJ7+wNBLv8ktNH1LmV6X4AQoyNR2BslAc2dpMeDAMiLs1VLp/iNBSQWKkokuxRIkELbFQESfGwwNgomSCFlA8Jqp5oYONX7vejYxiY9AydwEahxoaDMjGqwGTIddNtioRlbAga9MmFEPSTrK4TO3sTYGxIusYq6ewtgITGRgiMSNgGMAwjetkoRaXDq9icD6BQ7q0gQLYSrNBKJGiBjYrwKGwTEAyjnq/WCCgIbPwsBw7KUhpUUj4EAgiAF34m2rhITJQCk6HU3EsAqco2l5+wxoZQVZSSANmgY8CAbGBTKwY2JBgbshobJWkNQPBFUVoVFVDU/6gpkgh5/lQ5fcgg0ObBqNfBoGMUMzYcx6FeKWNj0hgbDQqhdPUYDJPQKFDBqpbERC3Y35NlbPgfmdIgkE+xkPvBEglsDCQCmwbGhlgqiiEiaHb5WFgJ3d8kDPpIiL0ZhmlgR8mlomoEIzwCgQ1JO/w6AoxNkslAIBXlR5LCACsYyWYDGfGwy6dYOCzAZtIrLvd2egNgOSgKbEiWnicStMBGJXAcR9RUzUhg5S+8V0l1DcMwxE363H4WOkZ5qoV0WwVPgG+oqIThamRslGtsSDE2pKwD3AlWFUVC7M2PhUyJvoAal/JUFC3GhozGRjljQ0I4LICUmSGfilLO2AB8QKE0/SN8J0WBTcNvQ2NsNMiCl9BDVoAwqRFhbBROkGbC/XQ8PmWNCwWQbmDo8QdgUjiuRqZNAWNDWGNj0uvgYzmwCvVapDU2foVVUaRSmqTcogXUuH3QMVDESpj0Ouh1DGGNjU+RXgMgZNDn8RMp9RZAKrDhU1GEGBujXnEqikhgYyQnZE4kaIGNSiD1kBUgTJCKGBu/csYGEJgRcj8Mpe0UBJgJecYIIOH2KzI2CsYlMjY6QvcSgZJmX4BDgAM5nyad8vRP429O2b1EPhXFp3yUBMgMwxB3ja3zBIgwNkrTYwnL2DhJMjY6AowN/34luihNY6NBEUixIwKESU2JO6tI1StmbMinooh0QCe80iahkSKRQhQ1NgQZG0BZSbPwYCTF2Bj0jPJUFCnGhnQqSmFnbwFJBNI+wah1+xTpfgCehSLD2JAMbPRkyr2d5DQ2VqNywT5JxkbT2GiQBdKMjaFhUlPSysDr5zUjirUserKBjdJKFgEmPUPUf4REYKPXMTDolHkQ+QIsX61DoHUBQIb9EwIbC6lUlE65QZ8gHFcauBsJaZAE1Lj9RAIbu8lA1qCPgMZGSLEosaHgGRuyqSilLJIvwKLO4yfiYwOQ6RpfTyCw0esYGPWMxthokAfigY2OQFVUgy0/CS0LacbGTCClQUoUK0BpXy0BfMClTGNDiq0ByFRqCSs+kk1e/awyI0M3ocDdRDilWetWXn0EkG9gWKvQEwXgUxscp6xKkjRjYzMp17NUEWqAKcBiVK5LrPP4oWOU+/1YCeh9Eg1aYKMSPIT0LAKEwEaJwJJUh2jigQ2h1hNUUlEEzpfSgMsXYInpa4TxAMp0P2IqiphPExk7AxIidBMhs0ABpFJRJCqQglGnsOM4QMZ8jnS5NwlBM6kGmAIsBp3osC4XdR4/kswGxfe3zajXGBsN8uAJsDDpGegIpQ8Yhk9pKAlsvH4yjRQthAMbcqmoxNPYACQCG8KMjdAWQwlj4w/AbNBBR8hbRwjclJj0kbqPEjkVRSqwCbAc6j0BxRobG4EqGyfB6jqATAVSJWnGhkAqiu8Tpfw+shqVe+okGrTARiWQNOcTwAc2Ch78AQ5mAhMklVQUqQAiwTQ2gPKJ0s9yxDxs+PEI7roK0j4+MkGEgEYNmbJUayIEok1R4/Ip8rARQEKoK4CEXgMI6oOkYFykigcEkGC2BMYmnRRjQygVRaIs3mrUaYyNBnkglcYIhkGhOyspxoZ0YEOOGeGrWZToNIJBLrBRdt18AZYoY8MwvIBQSSqKFDsiQEy1EkhFKYWJUMNZATVuP1KtZFJRpJyHSVTYAGSqbNw+lpgIHWjQ2CgMbKqdPlgMOmJMksWgPJhQ2gBTAAmzwESDFtioBBqMjSCwlAtPgJTGhqxBHzGRrkEHDspW/cEgxQAYFfqi+AIcUY0NoJyVIMWyCSCmISN0H5HoNC6AT0WREA+TS0UJ/asSIRVFOkgmUal1zu1DGoE+UQJIaWxIBDaaxkZDCPR6/kcciMGcjn/IkluFAA2pKIUGfSQYG5OeQYDjECAQQAgdx5W0LWgcF9nOzKTGZdQzirQjPpYsYwMoF1qTDtwNgk+TwsCGzPXiq6L8fr/4m1cCsuJhsoyN4nJvIqmoANF7yW7SI8Byiu7vaqcP6SQDG6OegMZGeRUb0KCxIbgwTQRogY0C2O126PV6lJeXt7gvyT5RAgwKvT68hBgbYfIgsaol0XFcAAnjOQFCwEWEsVHoqsuLhxOLsfEEAkQDdyI+TQQ1Ni6PF1VVVUhLS1N0LI7jGsq9E6sqSkxFKRwXid5DpDU2JIKtc24/ecZGqcbGTSoVpWlsNATBZDKhS5cu2LFjR4s0p4fwKgTgH/5KVrS8VoPMihYgw4wIOg9SKQSAzLh8AT7gIqexUVjuTZqxUSi0Fvp7kQKJVJQ3QIr5Y3D66CF4vD4UFBQoOpbHz8LPckQmJJKBTS1hjY3iVBRBjQ2JhqHnXD6kEdBFCbAY9QmTitI0NhrC0L9/f/z222/4z3/+g5qamqj7kaLFg2HU6RSJK0mVDTcGEMqZEaHkmFSKDCAT2JDqFA0kpsbGbFDWNsATSDzxsJfAb87v9+PI/r34cd0qFPS4CElJSYqORyrlAwBJJuWOugLq3H5YDDrFCx2djoHFIL8PksiMEnxWktD9nHMRTkURK/dWHgDaTOdfuTe5EPR3ik6dOmH06NFYunQpSkpK0KpVK1gsljDTpFX7z6JNsgmnc1OJffbGw5Uw6XU42yFd1vvX7C3HkUwbjrROVjSOOo8PP+47i6QDWYp7qVQ7vfjxQAXSDrVS7M7qDbD4cddpmPZloE2yRdGxat0+/PjrWaQcaIU0hSWfu8pqcbLGDf3ebFnvX73/LLIJ30ubj1YBAKp+zpD1/m/3laNjug3H2yi7lwSwLIcfd5aB2Z2G9mk2WcdYs7cchzNtOCrz/vb7/aisrMSxilrs8qbhimuGyDpOMASRLgltBOlUFInVP6DMF0WorrQQcrAGyKSiql0+tE1V9gwJRiKJh60EKrQSDVpgQwDdunXDxIkTUVpaipMnT8Lj8YTt88OmM7gyJQk5OTnEPvfgnnoAwA0yj7lubRmyW6cgJ6eNonGYnV58u6YMVxWnIycnRdGxKstq8e3J0/jz5W2QaVcWJPkDLL5deQIXd0tFTo68CVtA3Zl6fHuyDLdeko02KcoecN+Xc9h4xoW7rpR33X7YdBaXE76XfjvgQqXTi5tkHnPNd2W4NVv5vRSM71adQM8uqcjJyZL3/u/KkN1G/pgMBgN69eoFZ1JrvDNvJzwEGElSZdUAH9i4/SwCLAe9QmPEWg8Z3Q+grIWBGNgQ1GuRS0WRFg8nSGBzHlZFJWxgs3jxYvz8889wOp249dZbcfnll4dsf+2111BZWYmysjI88sgj6NGjR5xGysNgMKCgoCB6Dn6rEb0u7YTrr+hE7DM/rW6Dcy4frr/+YlnvD2xi0PfyHri+/wWKxlHv8QM/6nHRgH64vntrRcfCvjPAXjtGDL2OyKrWvIlBfv9CXN+nnaLjmA5WALusGD70GsUB14Gkw1jlLcX1118t6/26/zOhcGAHXH9lF0XjCMYK925sP1mD66+/RNb7PRs4DBjUE9f3a09sTLZNDAou7o7r/9BB1vt93wP9r7hI8Zj2nq4DoEwQK4BsYMMfw+kNKP6tkGRslDj9uglq7ILHAyhNRfkTMBVFUGOjBTb0UVdXh5kzZ2Lbtm1wu93o168fdu7cCV2DrqC0tBTffPMNvv32Wxw7dgzjxo3D+vXr4zvoFuDwBsQfGClYjXqU1YWzQ7HC5SMzJuEY9R5yD347AUdNAEgiZGJW6+Yt1Un5Rih5kPBVI2TvJZuC9IHXz8LtZ4mt+AUoqRwJsBycvgAhZ1blpnMCSDM2AODwKi/7JVVhAyirsnELXeKJlnvz30sJY1NNmrEx8Do7uWwby3JweMm0VDgfNTYJKR7esmULCgoKwDAMrFYr7HY7SktLxe1r165Fnz59AAAdOnTAr7/+Cq/XG6/hxgSH1w87wcZuAJ+Hdst8gPgCfHUGiW7MOh0Dm5FMvr/O44fdpCfWcyjJbCAUcPFVbSREzUqdUN2+AFENAqAsfSBU1JAwnQsGf3/Le+AK5zeJUDksoGzFL6DOEwDDkAnchedJPYHfHfFUlMwxCSJ9klVRRj0DvY6RPSZ/gEWdx480goG78P3kOrbXe8kFyOdjuXdCMjYVFRUh1QfJycmoqKhA165dI25PSkpCZWVlRM2Bz+eD39+4Yne5XPz/7N0LWIK0EhkZQE4OUFYGVFWFHiQ1FWjXDigvByoqQrclJQEdOvCvN/WzsVqBTp3gq6hE1/KjaPObHbA0VE6ZTEDXrkBtLXD8eOj79HqgoABwOoGjR0O36XT8Nq8XHU8eRtnxc8CetMbt3boBLAscOBB2LpCfz7//11/hdvvQo+IYWh1LAXRVQOfO/Jj27+ffH4yOHQGbjd/W1IywfXsgJQU960/DtF8H2Gsbt+XmAunpwOHDgHDeBbRuDWRlAceOAfX14sum/ceR5+Opf5w4ATStNJN4nYqqjsN6wAV0MrR4nVBdDZw6Fbqt4Tq5KqvQr+YEsGdP47YYrxOCgnIAaH3sLFi/Hz63B8bSQwhD0HUKQ+fO8Pr8aH38MJBcH7othuuEgwf5MQUjNxc2ox6Zp4+Hfj8g6nUCwL/eujUch4+iR8UxZB/LBLwN55bA7+miyt+QfMgDZLv5bTFcJ+H35KrzNIwpA0CVrOsEAOjWDTaGRY+KY9DvTQHcmY3bWrhOkX5P+n1lyIYfDMC/T+J1Cv49ZVQ60aPiGPy7dgM9O7d4nZr7PRnKT6O7ux7YY2/cJvO51/ncaThzUmK6TiHQ6+FOzoHN50byof1AdZBoPIbrFO25x+TnI9kAmH7dC5jPhW6M4blXv3M3elQcQ7uTaYChmt8m4TqFoOH3lFZ+Ej0qjsG3cxcgMEExXCfh9+Sqc6NHxTG0/i0DSPYqmp9SXfXocOpw6G+fwPwk9To1+3u68MLw15oDl4D49ttvuVtvvVX898UXX8wdOHBA/Pe7777LTZkyRfx369atOY/HE/FYM2bM4ACE/TkBjgv+s9k4zuvl/9t0m9HIcefOcVxOTvg2nY7jjh/nuB49wrcBHLd7N+cbMDDytk2bOG7YsMjbvvqK48aOjbzto4847qGHIm977TWOe/rpyNuefprfHmnbQw/xx420bexYfjyRtg0bxn+PSNsuuYTjdu+OvK1HD/686XRh204nZ/Ln22gMfx/F68RdcknU67R/wB+JXqcHrryHc019SvJ1Yh98kLvj+keIX6dPPlop+TpxOTkcd+4cF0ig60Tj9+SfPkPydWru97S4aLCqvyfhOjX3e3KaLESv05SXP5d1nfa//xn3QY8ovzUFz72p1/1d8nWi+dxjZV4nGr+n8qJ+kq+T6vOTRDAcx3HSQiH6qK2txZVXXilqbPr27YsdO3bgzJkzyMnJQWlpKe677z6sXLkSv/32G8aOHRtVYxOJscnMzIRz61ZYVWJsyo6VYfCML7Hgtl7o3S6V39ZcRGww8NFrCxHx3E/X4fMdZVj1t/6N22OMiI+fc+K6937G4j/3xoVtUmJjbA4cAPxN9CoNK5ehUz7BNR1T8OBlQeJoGYzNP9eXYkUlizXTbyDC2Px18Q60T7Pg6Rv7KGJsZnz+C/Zs3YsvxvZt3BbjdWq6ctl2/Bwu/rYCJ6b+ETmnf0MYmlm5eDp0hHXGd1h9RRqu6pwZujGG6xRthfn+wTr8c/4a7L6/f+i2GBibHzftwt1zv8eGCQORJQirCfyebn1lBfq0T8PEQZ35bRIYm72n63Dzgm34790X44JWKbKuEwDx91R473t44foCDO0RVGElg7H59w9H8W45g+3Trpd1nYJ/TzUuHwa++QPeu7kQA/t3V8TYXP/sUvwxU994rgHZz737/3sIp1u1xRfDO0tjbAwGfK/PxPVvrMex2zshK8ncuE0hE9D15fWY1MaPe/7QpFAihufe7u+34pb5P/P3UnoDi6SQsdn5407c9s5GrLzn4kY7AwmMza6yWtz68f/x7++Qo2h+Wr5pH56YuxY7H7uiUe9DYH6KJ2OTkKmolJQUTJ48GZMnT4bT6cRbb72Fo0eP4vbbb8dPP/2Ezp074/rrr8ezzz6LkydP4u233456LKPRCKMxQu6/Rw/+wjZFTg7/FwmtW/N/kZCVxf9FQL0tGXuzOoC56EKgbWrTLxv9otnt0bdZLKjvUoBdJwzh++j1zd8IF16ImrJa7M0qB3PhRUCw90j37tHf14zralXbjjickxb5czs1UwnWoUPIPw/9ysLHNKSi2rXj/yIhxutU2dEJt0nf+DnNXCekp/N/EXBWZ0FFh66Rv18L1ylsW+o5sGs2wcnpWrxOTeF2+cAxOvgLugEFUXxwmnPHbUjnNoXN6MTepGxwPXqEeTABCLtOwahIz8berA6w9yoEmmojFPyeTrXvgqyc5PDz0Mx1En5PFZZK7M2qgLmoEEhumCClXicBej2O5nTC6Qu6AhdGqCBs7ho2+T0dPszA4KwEGEbWdQIg/p6sfhZ7s06g/IIujfd0M9epud/TUUs6nF1zgQvzwzdKfO7V7/LBWe+J6To1hefAWTiNFhgKezamaILRwnWKts1qMeFYbnvgwm6R39vMc688Nw97s8qR1LsIaOrTFcN1igRdx47Ym/Ub6jp3C33+AjE9986aKrA3qxKWokJACABlzk+GzAzszeoAV363cE2agvlJznUCID3tFAEJGdgAwOjRozF69OiQ13766Sfx/x966CG1hyQbgqiWRlWUXDW7IIS0kao+MpOpPqr3kqvOAHjxaB2BcdV5/ESEqICy8lMaPh8Afy9xnNBfSdqx6zx+6BscZ0nCYpRfFSWIK0lURQHkBJYky6pNBh0MOoaIaL/W7SMmHlbyXBLE4qTbzyipRDzn4isiSbhFCxDEw3Lvb5LVdY1VfwFiz7h4IyGros43CA8eUiXMAnj3Snk/VifhYIuUCyrJBz/AT2x1buWBjdMXIHb9xMBGxvmi4fMBKHNnrffylWwRmR4FsBjkm5jVN1QfWQnd36RMzEh1ZBZA7ndHpnQYaAgiZI5J8HYh2VIBUHaeql0+JJsNMBAck7AIkOtlU+fxw6BjiDwHSNoZJAq0wEYFCCsF0oGNtcG9Uo5MijhjQ6hvTZ0ngCSCZfF2k4FIma7TGxD9MJRCDCJkjEt4EJJmR5SwSA4vGb+YplASuAvBFinbAFKNAkkGEACZwIZlOdR7/cQYCaXOwya9jth1E8ek4Pqdc/mQStqjSWBsZAYT9Q33EYnFBAkDw0SDFtiogEbGhvSPg798crwQhOic1Io2yWwg4qdB0igM4B+yJFa0Tl8ANkLeMbYg6lcqhAchSZ8PoDHYkrNqcxAM+oKhKBXlCSCJ4JiUGBgGgzQjSSJwd3gD4DgyaQ1AoUGfn2yXeAF2s/zzVEfQ40cACcaG1AJQ8Gk6n7xstMBGBTi8PG1IwtwtGFYFE6TTF4BJr1PcY0YAv3JMPI2NUpdfAU5vgBi7ZVWQimrU2NC5l2SlohpMFUlDUSrKS+7BDzRM1got8AEhsCHbB0np707Ua5Ay6FPSUsEXIH5vA1BkIEo6GAWCAxt597fD6ycWuFsUzCOJCi2wUQEOgpNiMJT8OEhO1IDQuoDMg5/oStukI5JCcBJqPwHwTs0Wgw5OGQyAqEFItFQUBdGhEmdt0vcRUY0NYUZS6f0tBDZEU1FynYf9LHFXbQCwGeU/B2gENoaGRaXsVJSXnOZP09hokAUHwZswGEoZG1KpFYCnxOsJMDbkNQhkNDakg1O5D383JcamMRWVSIyNwlRUggUQAI1UlPJUa62bXIUNoCxtRy0VZTIoYGzIPpMEKGmESXJOsRq0VJQGGXBSCmxExkbGQ8TlIz9Rk4j46wnmjoFGClqpD6WTcBNTuXQ9LY2N8HCTM3nTEw/rFYgr/UTHpKSEORjEGRsCqVaRsSFY7u0NsPAH5DCS5Bu8AoLWTt7Ci/QzSQAvjleQiiKmidJSURpkgJa4UrwhZUT9Tm+AmHCYH4tynw+vn2/MSXqlHWA5+AIKAxsKgaA8Hxs65bBWhakoeuJhuVVRZBkbq0H5/c2ynFjNQgokGBuSnihAsDhe+qTt8dPT2MgNTGmkogB+cSJfY0NusazTMTDpdVoqSoM0OLx0qHphMpIT9ZPUjACNK0clzIhYgk54XMHHlgOO4+icL5mpKKOeIV4OK+h+5Dzc6ind38p8bMgzNkqZEZIdmQWQqPqr9fhh0pPpXC+MCZBZ9UcpFaUkSKYW2ChIRdV7yC4mzrcO37LOzIgRI5CXl4eOHTvikksuQW5uLg4ePIhBgwYRHt75AQfhNIYAi4IyPeKpFZN851oBAlVMcpIUjuXw+pEWyaI9Bnj8LDiOnOcPIJ+xoUXVA/K9WnjxcKL52JDX2Ch98JOuPgIaNGRKGRs32UotoXxYbqqVdJoVUJZKpBfYyE+1kl4skxLHJwpkXa2PPvoIqampeOedd1BaWoovvvgCDMNogU0U0BYPy6qKIpxaCS4XlhvYiG7IhAOI4GPLAS0mSRZjQ6kcFpAfbPHi4UTzsSFd7q1cY1PXUDVIPhWlTLRPuqpNibO2x89Sub+VMBK0xMNWBSwS6cUEKQ1ZokDW1UpN5Rs5OhwOXHvttbj11luxevVqogM7n+D00RFXCjoLOT9Yl4+llvKJ0vauRdBoPdE4Lvk/WloBl9xeUTSoekDQISSYeFiBjw3JyYgEVV8nVh/FX4QeDOJpViEVJWPSdvsDdFJRBj38LAd/gJXcGoG0aag4JsUam8S6vxMJMV/hd999N+y1++67DwsXLsT48eNx4sQJogM7n0BLXCmIvuT62JAVDyv3QqDCjJxvjA0lnw+Af7glmng40DAZSQUN52FS1UeJJh4m7WmlxOzRTZGxEY4vBQGW19clYlWUloqKjph/YW+88Qb++te/Qq9vPJlmsxlTpkxBdXU10qO1p9dATTwMyDcxo1HlAygLIGgwNsEaG7mgxdhUN3QNlgKaGhu5Xi31Xj/slB78AP+dkySussk7D5NIRdERDyvV2JBs8AooE+y7fSyy7CZiYxEgt4N1PYVrJkCReJiwvMGqgD1KRMT8tPjHP/6BpUuXhr3u8Xjw2GOPER3U+QZazsOAfBMzGr4sgLLqIyoBBIlxJRJjQ1NjI4OV8AVY+AIctVQUIH2VzbIcBape+YrW4Q1AT6gjswAijA2tVFQClXvLZZRpVLIJsBjliYc5jiOu2/zdpqJuuOEGXHLJJVizZg0A4Ndff8XDDz+MDh064Ouvv6Y2wPMBtAz6APnKepefNP2s3L1SePCbCHq0mA06MIzCVBQl7Y8sjU2AnsZGzuRNq8Er0Fj1J5WRdDdUsZF+8Hv8LAKsfDsDgbkl0ZFZgM3Ia0e8ClbbpFNRxoZ2AXJTUXQ0NvKaTtIQfAePSc6i1Bvg78NEbBmSKIj5Dtq1axdycnKQlZWFq666CkOGDEHr1q2xY8cOfPnllzTH+D8P0iuiYFiMOnhkaBB4jQ25B4iSSggBDq8fNiPZBz/DMLDLFOoKEBmbRGipQKkcFpDHIglUPR0NgjzGhqYfktzyc4CO7YMQUCq5v2mMS7azNqVUq1zGpo5wu4lgyPXWoZGy/91WRb377rt4+eWXUVxcjAkTJqBfv3644IILAACtW7emNsDzAW4fPV2EXK8P0sEWCVtu0rl+AUo6+wJ8sKZjQJRJkjsmNyWqHuCDrTP1HknvocrYGOQxNjRSmo0u3yzsZnnHoHF/k/BpcvoCyEmR+aWiQK7vD71yb3nPJxreQwLksu1Cs2GiqVaDDjUyNH+JipjvoK+++godO3ZE//79sXnzZjz77LM4e/YsAGD9+vW0xndewOUjy44EQ25JLGn6WdegHVBSVk1LiyRXzyJAEFqTZJLk5rT5IJlmKkqeBoGK87DMShYajA2JwJ2GnxWRqj8KjI3VIK+btttHq9xbXqq8UfBNqSpKFmND/jd3vqWiYg753nzzTfzpT3/C7t27sXHjRmzcuBG9e/dGUlISTCYTduzYQXOc/7PgOA5uP0u0tDoYcquiSPvYAAQCCEpaJLmeMQJoUPVWo16Wz4cnwFIR6gLyrh8N/ZEAgeX0SA1sEtXokULg3sjYKA/cSUKRszaFRaDc9jN1Hj8MhHV/AuT62AjXOtGq/hIJMQc2Q4cOBQD07NkTPXv2xIQJEwAAR44cwdNPP01lcOcDhIcyLe8ROYyNP8DCGyAfbFmNOlmTtQBaDs12hSWxNFa0gsaG4zhJTBCtclhxTBInI+FhSCNwTyzGhow4nnTKjlQ1Io3AXb7zMA2NTcP1kywe5s35SLK1AiwyG6vSSP8qfXYnGhTPtnl5ebj//vtJjOW8hHDjUmVsJD74hcmI1mQtF7RE1oo1NhRWtFajHiwHyV3HqWpsZNDRjfc3HbdYIME0NopSrX4K4uEEZWxkpjZoOQ8b9DoYdIysVBQN4TDABzZS2UigUbCvpaKig8gd1K9fPxKHOS8hPAhpTUZyxMM0qnwA5e6stBxslaaiqDA2Mlfabh/Ncm/pzsMuXwAMYWG1ALMhkRibxBTH20gENtRSrdKum5C2p/asNEp3+qXVJ4ofjzzxsHCtSd/f51Mqis4dpEGEIA6jxtjISEU5KfwwAOVRPw0NAkBOPEwSclMbngDNCjvpDzeXj4XVQFZYLUCvY2DUM5IFls4GPySjnqDYW6b4NBg0Uq0mBZ4xAugEXNLFw36WA8eBmp2B1SD9+VTv8SPZkljmqoLmT6eLfzFDokILbCiDpgYBkJuKosjYKGypQEdjY0g8xkamGJWm87Cch5uTYsUfIK8kVkhpkq1iI1MVRfo3J/g0yW0ZEmA5ePwslVSr1HMlXGczBfYPkMdK0GKRASU+NuRb9GipKA2SINy4iZiKIj0hKaUzqWlsFNrOU2FsDPImSrpNMPXw+FmwEtx1eSsDOkE7IE9gSYP5ExrOSk2vBINa1Z+CFDAt9lbOmMRnJa1CC5mBOzVzVYMevgAn2c2axgJQeHZznHxn7USCFthQBnXGJoFSUcrLquk0CyVRhk6NsZER2NBsqQBAkpM19cDGKF1gScvo0WqU580igNbqX0m/KBp6JEDeIkesIKWUapXT6JFWehxoXOxKvb/rKdxHwiJXjpg5EaEFNpRBs2oE4AWWcqh6IPFSUTQCCICAeJhSVRQgvcqGVjksIE/34/Kx9FNRciYjCveRUrqeRlUUoIyRpFFBBshLawrXmaY4PqEYG8FbR2I6ilYqClCWak0kaIENZQhBBy1BnJw8La0SdKUCNJo+NkpTUeQfJPLEqHQ1NtIfbmowNnKqougFNkpSrWzC+TTRYmzkLHKElDq1+1uGeJgPkunJCADppoEOb4B4b7ZGZ2aNsdEQA1yUf6yyVrS+AAw6BkbCIj0iDr8JpkEA6JXDAtJSUWI5LK2qERksEu3AxqyXoSGjdB8pD9zppVoTj7GRIR6mbWYqN0imlYoSDSilMjY0UlEaY6NBAgRNBI1yWECmeJhiAKHc54OSj02CiYeNMgzDvAH6VD2QYKkoOboIikaPcu9vX4CFL8BR+d0pqfqjxtjIWOSoobGRw9hQq4oSDSglamw8WiqqJWiBDWX83qh6uQ9YseyUwiRpb3jIylX8U9X+SAi4Gh/8v6NUlIxGgfQYG/mBDc2eWkrKvekyNtKeS/Q1NtLHRLcqSp4BJZ2qKC0VpUECaHb2BuSKK8n7VgDKmJHGBz8FxsaoR4DlRMZDKpw+OudL6oPWrYKLNSA9FUXrwQ8IjGRiTEZy3HQF0HCLFcD/7uTe2/T0dtJdtelbYySCdYA4HgWpqCTCbsgaY6NBEtwUq1gA/scRYDn4JZboUnnwy3CuFSCsOGl19wbkd2amVs0ikeFqXNHS1thIYGwodq4H5KWiaGm1lGhshOtMr9xbHmPj8PJidD1BF1ugcTHhk/Bc8lBPtSZOWhOQn4qiWhV1njTC1AIbyqDP2EinM2m5xSoqO6VUgg4o64BMUxshdaKkbWAmPxVF9/6WpSFLsHJvB8VUlFLxMC02EpB2L7l9LPQ6BgZqzsPSfm8cx9EVDxvkMTb1CZiK4jgO3gTywNECG8pw+ygzNg3HlmKsRO/Br4M3wEp20gToPvjtChgbsf0ELcYmgTQ2Rj0DHSMtSFbFoE9iCpHWZKSk3FtgVOiIhxU4D1MUWgPSfnM0O9cD0gNTj58Fx9H57QPym7zS6jnGMPJTUWsOVqDjC98RHZMSaIENZbj8lFe0MvK0tB78wgNA6goboOeGDCjrgExzXFIftI0aGzoPWoZhJI/J6aUtHpbfK4o0FKWiEpWxoRgEAtIYAA/Fzt6AdD2ig5KwWoChoTJSTioqiXBKk2EYWT4/An6rdqHOIy8dSgNaYEMZ9KtGpOdpqWlsxDytvI61AGAnLIoDlKWiaKbIpIpRheCVlgYBkM5K0HcellsVRX5MiZqKspsMikT7NBcTUjVkdO9taYEprVL4YEjtX8VxHDUjU/78yBfH0yqLl4PEGUkTTJs2DVarFUeOHMGzzz6L3NzckO3z58/H9u3bkZubi5KSErz55pvIysqK02ijg09FJZjGxhtAmtVIfCzWYPrZLu29NB8iSsTDdJkkab2HaBuYAdIf/vRTUYkj+LQa5VcfObwB6Bie8icNuzkRGRvpnkhuHz3zSUB60E6rFD4YUlkkd0N6jEYQocjOgHJ1pFQkJGOzdu1alJeXY+rUqfjzn/+MJ554ImyfiooKzJ49G1OmTEGfPn3wxhtvxGGkLUMNDQKQIKkok/ySQeHBTGP1b5exehRAnbGRmPMH6KWiAOlj4lOtFJ2H5ZR706yKklk1IphP0jDqtBn18AZYSZWR4rgoCq0Bac8CD2WNjVQheuNiK3HGVO+hVz2qlJGkMSa5SMjA5rvvvkPfvn0BABdffDHWrFkTts/EiROh1/MnkmVZJCUlRTyWz+eDy+UK+VMTPFWfWKkomhoEQF5gIzxgaTz4TXoddEziaWwkl3v7tFRUS/AFWPhZLiE0UcGg1U4BUB64J0olIv1UlL6B8YituEEVxkaiwSrNlKZVhtmrAFoBslwkZGBTUVEhBipWqxXnzp2Luq/T6cS6deswfvz4iNuff/552Gw28S8zM5PGkKPC7Q9QTR00MjYSq6ISRDAogOaDn2EY2eaB9BkbaTS0QccQ9xwJhhQTM19DBRx15+EESR8o82miVzYsTChyA3e6jI20+5s2Gyl8TixQRWMjU9BM2qAPSNzAXQ7iprEJBAK45JJLwl4vKipCVlYW6uvrAQAulwtpaWkRj+Hz+fDggw/ijTfeQHJycsR9pk6dismTJ4v/drlcqgY36jE20vr7UC3xTKCVowC5jTCpMzYSNTY0g2RA2sNN7BJP1YBS2oOf5mSktCqKGmNjlq8hc3gDyLCR19sZ9XwALtXOgG65dyOjHMszWR2NjbRUFE0jUyV2BrSf31IRt8BGr9djy5YtEbetXbsWCxcuBAD88ssvGDx4MADA7XbD6XQiIyMDfr8fDz74IB577DF07doVy5Ytww033BB2LKPRCKOR/A83VtD2ZpDjheCkpPtRYstNO0drNxnkrWgbxN86CiyJ1InSQ3lFC0irjBD2S6RUFM3JyGbSw+NnwbKc5PuB5v2tiLGhNCHx1gESDSh9AaqpKEGYHCsD6PTRE3wHj0nKs7veQzcVdb5obBKyKuqPf/wj1q5di5kzZ+Lw4cN48cUXAQCLFy9GSUkJ/vnPf+Lxxx/H6tWrsW/fPgBAbm5uxMAm3qDN2Oh1DIx6RvLDn8aKtrHXkLzAhiblK5UdEUCzV4zUpqG0H/yAoEOQyNhQTkX5AhwCLBdTCo5m64LgVIbUe4Jm1YjwXeUykrTGZTVIbxlCu+IPiP35JPz2aej+BEgN3Bs1NomWigogJ9lMeETykZCBDQA899xzYa+NHTsWY8eOBQD861//wr/+9S+VRyUdtC3nAekmZrRWaTodA4tBWgmzOCbKEb/NJL0pH0B3QrKZJBr0UabqAf7hVuuOzWhLlcDG2OisHcs9S9tQEWjwgZJ4r9L0+RB+N7IZmwS5v2kzkkLKNObARoUSZqkaMofXD4ahw5JK+e03Be3nt1QkpHj4fAJtQRzQUBIbI53Jshw/SVDsNyRPPEw3RyvXxMzh9VNlbKQ6s9JnbGKno9VKRQGx2xnQFXsrYSTp3UdKfZoS5f6mnba3iNcvxlSUCpU+UlNRQsqHBoukNBWVSBobLbChDHUYm9gFaLRX2XK9PgSfD1qQaztPdUUrubt3QAWNjQzxsEqMTSxQi7GRCqeXpbaitRj4Pj9yOnxTv7+liON99Mu9AWlBMm03Xck+Nl4/tTEpNehLJOdhLbChDNpumoA0LwSaK1pAcGeVt6Klm4qSXxVF71zpEGA5+GI0VvOoURUloaSZ9r0EBDE2EsdEY+Wf0HYGcgN3yve3lEUOr7GhX+4tibGh0JojGHJ8bGjdR8rsDBKr3FsLbCgiwHLwBlhYKacPpHgh0FzRAtLz6gJo076yxcOUNQhA7CkEt5+FmWKFBiCtd40ajI1ZairKyzOkVKrYElgcL6fDN8dx1O/vRC33jgXqaGykp6KSaAaiCuwMNIO+3wncKjz4AWl0JnXGRmbUT9sHwW7Sy6Pqaa5oJYoZVWFsJKWihBYPidMLjeZkpCgV5Us8OwPh+tHV2EhLtdJMRZn0fMpOyiKQtm7EapTqY0Mv5aO1VNAQExqbFiaOAE18mFHU2MhJ+dD+YchORanB2MQ4LtqW84CQPoj1Xgo06DsolsNK9B6hKWIUm7zKvr/pasikMpK0nXUl2xlQLrRgGEaSs3ZiMjb0Uj5Woz7m334wAiwnywKBJrTAhiIaqXoVxMMSq0ZosUiJnYqS0ySQ3g9Was7fo5J4WIoQXQ02EpCWiqIZtANyNTb0U1FSGRshEKJpHCi16i+RGEk1GBteYyNBPOyhqLGRmYoS3qMxNr8TqKFBAKR5IdC2CZdLZ6qRiko0xkaYKGPW2FCuGgGklejSboAJSG/ySvM+Muh1MOgY2YG70PqABmwyUq30CwlkOA/T1pAZYnfWVo2xkeRjQ9HBuiE4jrVJaPCYADqmgXKhBTYUIaaiaIuHjfrYy2HVoJ9linRpp6Jka2wolsMCsWs2VDHoM+jgbWhu2RJUYWyMEhkbypORnMDdH2DhDdAr9wbkBe7UCwkStBdarPeSGt4sFgkeZACfiqLRABMAks0GBBp8zqSA9n0kB1pgQxGqMjYSdBFCGwYasMnI03Icp05LhQQTfYqpqBgftB7K5bBAkNdHDOdKjcDGoGOgSyDBp5ReWgLU6BItp9xbDesHyakoVXyaEoixkZiKosnYJDUwLvUS7yOajTnlQgtsKMKtQtUIIO3HIZTD0hJ8ysnTevwsOI6uH4pQeiqVZqU5UUov96ZP1TcGWy0//NVIRfGCz9jpetqTkU0GY+OgrGURji1ZPKyC9UOsiwl/gIWf5RLKWVsVjY3EVBSvsaHH2ABAncS2Cg7K8gY50AIbihBW4vQZm8R58Muh6tVY0dpNerBc7A62AmieL6NeB72OkSAeVoeqB2JLj6nB2ADSA3e6jI38wIa+nUGiMTaxBxEetdL2htjF8WoxNn6Wgz9Gk06aVVFJDRqweplaLY2x+Z2gsZeOGqmo+FeNADLLTlUQnwnfWY4OgSqTJCFFpka5t0WCiZlqgY2EVKs6gbs8DQLV+1umxsagY2CkxAJKCQI9AXWsMaSUNPPstjpVf7EuuGga9ImMjUceY6OJh38ncPsCYBhQ07MIkOZjo8aKVtqDX40VrZxGgbSdWQHpq1o1NAhAbCXNLj/9VBQAmA0SxPFqaGwk9kJTJxUl3aCPZmNOQGLQ3nC/JVIqyuWj780iVv1JCGxoBRCCKLneI29hSpttk4LEGcl5CJePhdVApxNrMCSVeyfQRC2gMRVF73YUHgZSVrW0nVkBaQyX20fXmRWQ1jZAjRUtIN1ZO9FSrYK4kr54WHoKgfa58gViS7MIjLMaFaSxXD/V2uFIqPpjWY5qMYPABMlhbGxGPZU2JnKhBTYU4fYHqGsiAOmpKJqTkVxKXHgvLQhBk5RVrRraH6l0PfVy7wSrigIkNnmlnGqVlYpSQYMgTzxMl5GwSWD/1NLYWGNcBKrXDid2nyba95FBr4PFoEO9xMCGtgeZHGiBDUXwVSNqPPiliIfpPsyEiVpK9ZEq5bAyUlFqBFxSbOf5TvFqiYdjqYoKUF/RAhKbvFL2Q5LDSDq8AegYumkWm0zxMO1zBcTG/qnVfibWhYQanesBab3QhOtLy8cG4HU20hmbxOrsDWiBDVXwK1q1GJtESUXx1Ue+QOyBjRriMzniYbUCrliCiADL8eWw1Mu9GyajGBhANTQIgMRUVIJWRdlMdFPSdhMf/LExGCsKUIPdAmL7zamnsYnt96Za4YeEVJQafjFJZgPqJGpsaHuQyYEW2FAE7aZuAqSUw9IXDze0CZASQHjpmgYCQRqbhGNsYmMAPCqtaKW0DUjIVJQKgbucqj/aFSPCZCc1cFeDJY2NsVFLYxPbs1I9c9XYU1FqiNCTzXrp5d4J1tkb0AIbqlCLsTHrdfAFuJhs8AWDPlqQ2iYAaHzA0lzRGvUM9Dom4TQ2sVaOCA9j2itaQMqqVi3xcGypKJblqLNIcpyHaXeuB4IYSYmBO212C5CqsUkM5+HGZsFqiYdbHpNQrUQzSE6SlYrSApvfFdRb0fKfEUtJrBorWkBiYKOCwyfDMJLbKqilsZHE2KgS2MTGIqlV7m0xxpaKEiYH6uJhieXeahi9CZOd1MCddtAufE5LEK6dGlV/sbKRAP3+R42MTWKkopLNBunl3pp4+PcF1VJRhtjztGqt0iStHCmLGAUIbRVihVoaG6c3lioNdR78AP+wTahUVIyMjRqCT7nl3tQZm4bjSyn5pu1jI0k8rJLnV6zXTy2NjVmWeJiixsakl8nYJI45H6AFNlShmnhYLNGNLX2gxipNCl2vlvhMqu28GtqfWFeQojOrCoFyrOkWVZ2HY/TVASgzNobETEXJ0tjQdiGXUInoaehcT93zK0a9lloaG+H5Ept4mH8emSgWEPCMjfSqKE08/DsCX56bYIyNCgZ9gIxUlArnSXIqqoFJovmwjdX3R5jY1dPYND+mAMvBF+BUKfc2x1j1pwZjw1exJV7ViHB8yakoiufKpNeBYWIv9zarErTHZkehppturL3+6huYP5rPIzkaG008/DuDej4fDYFNLKI4ygZ9Uko8BaiVo5Xax0qNgCsxNTYtp37UWtECsa+y1XD4lZ2Koug9AgQxNpLub5bquWIYBlZD7OJ4te7tWOwoXD5+PGq46VpiZG3VYP6SzQbUS27NoQU2vyuoLR6OdVWrRk8mqYyNGj8Mu0RXZDUCrljLh9UyMANiEw+rGtjE2CtKOI9UnbUbqmqk+cWw1O9vq0zGRg3tT6xVUeqwI7ExymqZqwJSAvcAkihrWZLNBtS6NedhDc1ANefhGDvEclxDOSzFMRn1Ouh1jESNjTo5Wt6dNfYfrRqMjS3GbsMelapGgNhYCbXElYAEjY0KrQsE4aaUAEIN8bBOx8Bq1CVg4B4bG+H20e9cz48ntkWgy6+OPhKIXRyvxn2UYTOiyumV9B6NsfmdwaVWryjxx9r8A0Qsh1XhYZZoD1hAeipKDW1EzA9+lQzMgNi8PhoZG5XKvSUwNjTvpWShA7Kk6iO1xPHSOnyrFbjHykiqxUYCLTM2ajV4BWK3M6j30A8gMm1G1Lj9MTUuFaA5D//O4FaZsWlJY6MGVQ8IdH1iPWAB6Q061Qi4Yi1BFxgbmhURAqSkotQRx8e6og3AqGdgpFw1AkjrgKzWilZKh2+O41RLtcbi+6NWKipWny3aDu3BiLUljhpl1Zl2EwCgyumL+T1qOGtLhRbYUITq4uEWHiBq+LIA0gWWavnYyCn3VuNc+VkOvhZWSG4/C5NeHTGjpFSUSvd3rKko2tdLaEAoxcSMTyHQf/BL6fAtOJVTZ2xiHJPbH1DJoyk23xiXj4VVhSotQKiKis2gj6aHDQBk2vjApjLGdBTLcqo9v6VAC2woQi3xsKFB19LSj1UNqh6I3bZcgNAkkDYkV0WpwdjEuIJ0+9R58ANClUZLgZaaVVE8YxNLiS7t6yWHsXH66IuHAWkdvsUKsgR5FqhlZiqFsVFNYyNBPEw9FWU3AgAqY2Rs1JI3SIUW2FCEy8eqorEBhFVtbLoIG+UxJWJZNSAjFaUSYwO0bGioFlUPxMrYqFkVxX9vbwuslhorx6SG40sxMVND9AlIq/pTjb2N1YDSr86zMtbfm5qVPlJSrdRTUQJj44iNsVGjzYMcaIENJXAcB7dfRQGaoeWutc7/b+/co+Oorzz/rX6/1VLr4ZdsYxs/wGAHP2DGiUOIh1kmIcDuZJPdBAcWGGbmMIedhBmHNY8MhkFrPCEkEJjJnj1JcCaEDDGZPc4mDDhAkh0H83Z4I2zJT1ktqdXq96Nq/6iultTdVV0d1PdXat3PORyw1Fi/Vlf96v7u/d7vJXoYeZ22hubpUG0ijaTqAdqMTb11ZYg2fqDRriga8TBQX0NGYoTnssMmmc/Y5Isy8kWF7Po2m7Ghyt42YkBprXZv4r3blHi4+QGyx2mHz2k3XYrSrjcWD88R8kUFskJzogUm0/VG0JairKexUcWVVsvYmNtoswWadlhAXZMZgz6HTYKDQMzstpvTRVANU23EnVW73qiub7OBeyrf/IGhgPm9IEN0fZfbvWepjw3FdRTxOzGSNFeKShFe343AgU2ToGyHBcyVoqjSz40Mm1QUhaxd0IpdUWadmqk0CID5UhRl0A7UfxipAXLzRboBl920O+tkqp5CPGy+3ZssY9NIuzfB9W0rzVqq5x2VotTYNFCKarZBHwB0+l0YTmZNvTZJdB01Cgc2TaLcDkuprK9XisqpE3SbfTJqRDycLchQFJobQ5sVVU+EqkHRZWPWqTlL1DUCmPWxkUmDdqB+xoYqQA66HZgw6c5KeaJtxICSwswQML8XUGlsAPN2BlTlFbM+NlRard6wF4OxjKnXTl5H3O49J9A2YVJlvRlBnLO5Q9QA84JBbU0ATY3W73JAUcyNngBoRj2YFTNmSMXD5jZ+8oyNBUpRgNrybdagj7IU1ZB4mEgbYdasM5MvlkuOzcZjtYykSR+bBFEpakm7FwNjKVOvZfFwg9x222245557cP311+PkyZO6r9uzZw9Wr15NuDJzUHaNANoEZOOblapG621gijZVSnzqzzCvQyAUD1tKY6N66xi5j1Jv/ICatTKCIsMGlDI2Jn1sKMWVjWjIUnma7K3ZaehUzsOAevCq30FKqLExMd27KCvIFmhsA5a2+3B0NG3qtVSmr41iycDmwIEDGBoaws6dO3H11Vfj1ltvrfm6w4cPY3BwkHh15qCcpQOYi/qp2qob6T6aPNE2P5WpvXczm7+iKCVb9ebeIk67BJtkxseGTmMz2Tmifz1RZpDMOmtTBe5Bt8N0uzd5xqYBjQ1J9raB6fVWsjOguPenrqf+oZROq7Wk3YvTE1mT5TG1m81OYBzaCJYMbJ555hls3LgRALB582Y8/fTTVa/J5XJ46KGHcPPNNxv+Xfl8Hul0eto/FExqbAgFaBbxZlBT9Y2Wopr/e9JcO808lHJFGQVZafpGIkmSKbF1tkjb7g0YB1uWLUURrCngtjfQFUUpHm7MoI8qi5QyZdBnNQ0ZrcamXsZWc7oOemgCGwAYjNV/VlKZqzaKJQObaDSKQCAAAPB6vYjFYlWv+fu//3t85Stfgd1u/Eu955574PP5yv9EIpFmLLmKSY0NZcugNUpRwQbaYSlLUY24xlKetL2O+idISudhc4GNCPGwiVIUVcamgcDdYZPgIvjsGnEepvpdmW73JpruDZjbK9OEHmR+V/1Ai1LLsrLLDwB44/RE3ddacZwCAAiTMheLRWzZsqXq6+vWrUNnZycSiQQAIJ1OIxwOT3tNJpNBf38/nnjiCYyNjWF0dBR9fX348z//86rX7ty5Ezt27Cj/OZ1OkwQ31Bobj8NWd7OlPNGaTdVTiod/n8CGor3STBt6tiCjo+QK2my8JjIklBkbt8lSFIXYG1CvCbNdUVSHCUDNCqXyRciyUnemGJnbt9OGbEFGUVYMyxWZAp2mpV7GRlEUUo2NmeGlifJ+1Pw1hTxOrOry48Xj47jqvPmGr6VwQ/59ELYiu92OgwcP1vzegQMH8NhjjwEADh06hG3btgFQA5pUKoWOjg48+uijAICjR4/ipz/9Kb761a/W/LucTiecTmcT3oEx5KUopx3ROqZKVBehlrFRFKVuDT9FqLGxbMbGRGqcysBMXU9900DKwEaSpJI4vv6pliZAbqQURZeqbyuVKRK5AkIe4z2PMmMDqBlHv1v/Hldd2omu7zpdm9qAUKr1+Fx25IvqIFy9yfTaQTFg8DucSf5waQcOvB+t+zqqALlRLFmKuuSSS9Dd3Y2+vj7s3bsX9957LwDg8ccfx913311+3alTp/Dggw9iZGQEe/bsEbXcmqTzdNOYAfMjFUg0Ni4HZKV+CzOgbvx2mwSnvfm/J5fDBpfdZqqjRdtIaAIbm4mRCjSW8+p66regU5aiAGtd30G3A/EGAhuqjE3YqwYzsbS5wJ3igWTGgLIoK8gXFTpxfJ3yWHmmHtHnZmYQrqaxobqWrlzbg4MDMZwcN/azSeYKltTYWC+HVGJqAKOxfft2bN++vfzn+fPnY8+ePZYLagDaEwhgTjyczBXQHXA3fS3BKSLdehd9IldAwNX87gwNs6ftcimK4ITkc9rrztbKEA5UNS8e9pCsByjZGRhc37Kslg8oHtYdPhdGTc/SKZCl6icDmzwWlwSgelAFXJMGlAYddsTZba/ThlGD6dVlGQFRoDV1Xpxepo1ShA4Af7SyC36XHT85fAo3ffQs3dclcsXyfm8lLJmxaQUoU/WAKojL1pt+TKaxMV/ymcgUyiUiCkIep8nAhjJjY9IwjGqkgolBgZTiSqD+70j7HtUsnXReNiWKpdL9AEC4VIqKpevP+aH0tAKMryWtxEjmY1P3WqJt/PC762e1EqX2c6q2aq/TjsvP6cGPXz9l+LpEtkCiQ2wUDmyaBKX4DDA3IZayKwqAqc6RRK5IVjcGzGdstNQv2QyrOr8r2qF8Jh5GxKUobRyGHinC8kGkJOIeSdbP2ggpRWXMBDY0mSTNxsHos9NKjJS+MUYZJG2tZBobE/5aIgKI/3TePPzqyCjGDLKT1Pu3WTiwaRLpPJ0mAjA3SI3Ox0b9GeYCiAKJ0l8j6HYgbqKjJVk6IVFopMyIhymH8mmaJ6NBgZQZJKB+8Ec1IgAAIv5SYGNQztCg0rIAakDqdthMa2woMzZGn5127VMaUBrptURpbIx+R5QBssbHl0egKMBvjo7pvmYiW+BS1FwiQ52xcZrpGqHN2JhpiVVvDMqMjTmPnWSO7oRULxsB0Jc2zaTrqTQ/QP3fEWUXW8SnZkaslrEB1KyNlUpR2mneKBtBr7ExPkhQW3WUR73UKUVRZ0a6Am6s7PLjhcGY7msS2QJnbOYSaXLxcP1SFN1Ihcm203rQl6LMBjZ0D6R6QydVXw2rBTa066k3LoCyFNVeKvmMmBAQU4qHAbXl21KBTelnGO0F1Gam9e63FHFgo10fRte3GkDQZ0bOmxfE7wyM+hK5Imts5hL04mHrlKLsNgk+p1ktC+0NG/SYC2wShMZTPqfxQztfVCArdDV/oP6gQGrxcD0TQ8pSlMNuQ9jrxEgd3yiA3pk17HFaSmPjsNtU81ADi4Wy5xepxqZ+aYyshFjKVBlltUQZ4a2dF8Th03Hd76vNH1yKmjOk83RD3QD15sgWZCiKUvP7iqKUNlmamyPocRhuZhqWLkUR3bBmU+OUfhFmNn9q8bDRxq8FPVTXd8TnNJmxEVGKslZGMlDnnit3RREOVa3nqm2TQOKtBQA2m6R6WRmWomi1iBorOv04OppGUa79XEnkuBQ1p8hQZ2xKwruszg2bKchQFLpTSMBlvvuIMpUZdDswkTE3tZauFGXsY0PtqwEYB1v5olxyZrWOeFgLeqiCrU6/C8MmNTaUAWnYa61SFKDuBUYjVrTMoHXavdW9m8pbC6iftU1kxXQfLe3woSArOBmvNuorlryjRARc9eDApkmQt3s7tUGBtR9GlOJKQBsUaKbkQ1yKMt3uTaeN8LmMnYepfTXUn2XTDbZEBFr+eqWofBEuuw0OHUv6mWZRmwfHTU4/tpp4uCgryBZk0oyNkfWD1qFEKR7WxibUIpWjPZQCk3O+9KDuHtXQJn0PjFVf61qwSjFxvFE4sGkSacL2XGDKBGSdm4NyijZQSj/P6q4o4oyNKTEjocbGYE2ZcqBlna6oFHFmpDfsxbGYsd08QG9AaUZjQ+1iW28obro02ZsqQ+KpY0BJ5WA9lXqT2UVpbBaEPHDYJBwdTVV9Tzu4snh4DpEuFMlSq8BkKUo/Y0PnpAtomREzM5kElKJKAzqNSOaKZJmkeg9t6vZT7WfplaJErMdMKYoyM9Ib9uLYuHHGpiirujbSwMaExoY6extwGWdvKeegAfWn11MfSgETpSjizLaG3SZhcbtXJ2NDN3amUTiwaRLUzqza5Ge9m7XcDkv0MDKbGaG+YUMeBwql2rARlCckLTVe0BmJISKQ8BhMQE4Tt+cC5sTDlKfsxWEPTk9k6wwuVK//EGGqvsOEqLkc2BDdd2rGpp6LNW3QDhhkbIg7/oD6XX/UB8Cp9LZ5MFij7Krt79wVNYegdmYta2x0bo4k8XTYdq+z7qDAbKGIfFEhPdF2lOzwx9LGa0vkCoQaBGNL9bSA0o9RKSotoDRmpt2bshR1Tk8QigK8fSah+5p4eeOnu757gm7EMwVDT6vJjA1RKcrlqFOKos7YGJeixGhs6hlQ0u1HlcwPeTA0ka36uvaZcilqDkE/K8o4vUppYAaotvOjdUSMIlKZHSVztbE6dvhJQuMp7efoZbjElKJsdUtRlKXWegZ91Bv/2V1+uOw2HD6lb16macxClIFNwA0AOJPQD9ypy9L1xcMybdleK0XpXt8yaZAM1M9IipzJ1BN043StwCbHpag5RzpfJLWcryeI024aqnR9xOeqazk/GfHTbSIdJTv80TqBzUSGrkRWb2hoOl+EJE2WGynwOu2683REdGn5nHYUZAV5nXId5UwmAHDabVi/IITfHB3VfY2YjI2akax1wtag75Cs0+5N7NKuTa/Xy5Co2XZijY1B4J4vysgWZCEaGwCYpxPYTGQLsEm0mVuzWG9FLUKmQJux0TYpvaifuh22w+esHzwI2PjbtcCmTjZpPFNAm8dJsaTJoaE6XWSpUlmT0lfDlHiYcPMvz9PRub6pu+sA4NJVXdj/1hldbdSEAI1NdyljM5SwTmATcBnr7VQzU1ohOqB/LVG7xgPGDQTUn1cl84JuDE1kqxoutDlRlPuSWTiwaRLUynrVUMogsCHWIER8LmQKch2lP/0N63bY4XPaDfU/mXwRuaKMsJfIpbmcsdErRdEK0QHjeTpCuqK0Ccg6axIR2Fy7aRFOxTP40WsnddcE0AbuAbcDPqe9TsamAIdNgovokFO3FEWssak3mDMlILDxu+zlEmElScFt1fOCbmQKMuIVBy91TpT1hMMABzZNoVCUUZAV0lOIrTSfSf/moG2HjfjrDwocL/lttHlpMiMaHT6nocZmvHQDU2VsytPQDTQ21ButoY9NQYbLboPNRndS04Sueg+jRLZI3p2xLOLHZ9ctwH3PflDTPiCeKcDjoMuSavQE3XU0NupeQHXSrudjo2psaMv26iHQGnslYOyIniBu/KhkXlDNAlaWo6g9mhqBA5smMDm3hvZCDLj15zOpTrqUWha11m9UjoqlC5AkWnElUCqTGZSiNOfWNqISgtthg90mWTCw0dGzZOk3fjOlKBEixr+9eDleOxnH8x9Ua20msgXSMpSGqonQNw+kfnCrPjZFXe8o6rK9JEmlDIl+6Yf6+g55HIhna+9JceKDViV6gU0skxe2pnpwYNMERNVEjW7WiWyBNICIlLQsRgLisZR6Y1Ce/AE16DIKuLRMUpgokyRJkjqCQicoFVGKMvKxEdF6asVSFABcsKgNq7r8+Nc3hqq+Fxd0ol3S7sXRGoZqGpTjQgA1Y6ONcagFdbs3oGYArRTYBN2OqlKPRlyAVmsqnX4XJKk6sBnPFNBGVK5vFA5smgC1T4SG32XX1WnEiTf+dm/9UlQsky+/jpJ6HjuTpSjCzd9gaKjIUlStUzb1YEegfsYmkaN1+J3Kpau68NwHI1VfF5WxWRbx4YORagt8DVUYT3ltG3f9ZfK07d6A8SFQDdxpP7eQR98RXTtoiQpsHHYbuvyuqizgeDqPMGds5g7Uc5k0AgankIlsgXRYmcNuQ3fAVXMqrMZYKk8m0J1Kd8BlqEHQSlEhwptWzdhYKbCxQVaAfLF6o03lBZSi6mVsCNvzK7lwcRivnYxXmeKJytgs61ADG73STzxTINW1aZ+L3vWdKdC3VxsdAoWUotwOyErtwD2eKcDrtMFJrNWaSk/QjaGJ6XtmjDM2cwuxpajaN6sIodeiNuNBgaIyNgtCHpwY11/XeOl3ZScskakjKIy6NKi7ovRt50UM5PM6bbpdfyJmMk3lgoVtKMgK3hya7kIsqjy2LOJDKl/UDd7HM3nSsnQ5Y2MQuFsrYyOmFAVMlp2mEs8USA9ZtegJuKssBDhjM8egdvbUMJrJQq2xAYDesAfHDQKIWDpPpmOZysI2NbDRO9GOp/OkqXpA/ez0S1G04krAeFCgiI1fkiRdPxTtfhMV2CyP+GG3SXhnuDqwEVE+WB7xAwDeiyZrfj9OXYqqa0ApC9LYVF9LmhaIWoiuXSe1rm/qQLQWPSUvm6nEMnnyjlazcGDTBKhdfjWMBHETWfoTbW/Yi0EDEeOYwMAmlS/qivUozfk0gm79CcgpYlddwHieDvXASY2gTvCnfU2UtbvLYcOyDh/eqZgbJaoU1Rv2oN3rxCsnxmt+fzxDG3Bpbfh6gbta2qTXI9baK0UdSrXPo9aeRB2I1qInUB3YjKcLCAtelx4c2DSBVL4IG7EFPlCqG+tsHvFsnlRjAwCruvx460xCNzMSS4srRQHQLUfFMvTan4Dboes8nMzRPyANS1HE1gEaIY+z5savlfBEemqs6vLjneHpGRJRpShJkrCxtw2HjsVqfj9OHLj765SiRGQA9QMbMTKCcimqxvVNHYjWoifomlaKUhSl1BXFGZs5g6ZBoLaaNhYP0xuYnTc/hFg6r1uOiqULwjI2AHBCR9g8nMihK+CiXFIpY6Pf8UO90U4GNtYoRQGqwLLWxq89MKmv76ms7ApUlaLGBAXuALBxURgvDMZqfm88kyd9ULocNrgdNt0MaTJXIG+0qB/YWKcUFRdU0pyKmrHJlQ+pmYKsurOzxmbuIOJGBer42AhIi69bEILdJuHXR2oPChxN5YRs/B0+J7xOm26Z7Ewiiy6/m3RNRu3eCQHmc0alKBHiYUDfxEzE6IJKVnT60F/RiTSaypeHrlKzZWk73hlO4kyN0QoiHpRtHkfZRmEqiqIgJSBQDuhobERlbNwOO1x2m454WLwRXk/QjVxRLn+G48Qmpo3CgU0TSOVkISdavRZGrWuEWoAW9jrxieUR7P5lP3782klkp0yLzhdljKTy6CHOjABqqn51d6Cqi0VjOJlDt4iMjV5gI2AmizYORE9jI6YUVTtjI1pjA6iC3XimUDZ+LMoKYpk8Ij766xsAPrasA3abhGf7p/vryLKCiSy9hizsdZZtFKaSLciQFeuYmYrS2ABqxtG6pajScNVSoBzTvL64FDV3EOHMCqgbe62btXyiFXBz7Ln8HGQKMv7zoy/j2h+9Vv76cKkVVZtGTM3aeUH87vREze+dSeTI1xX06E9ATuaKAjI2xqUoERlJPXfWRLYIu00i76yZyvKIDwDQP6LqbGLpPBQFwjI2IY8TGxa24cD70WlfT+QKUBT6MSZhj7NmxkbzJbJKo4XISdohj7N2KSpD39FaSU9gemATLTnKd/o5sJkzJAV0sQD64mGRqfp1C0J4628vxk++tAE/fOUk3i51jmhCNO0kQM2m3jAODo4hV9HOLMsKokl6jU3IrZ+qV0tR1Bkbo1KUKPGwo2aqXhPpUmvaprK43Qu7TUJ/yfFXc9yO+MVkbADgEysi+GVFxqbsqk0sjg97nYhlqjM2Il3aawU22v4prNSq2xUlNoDQ9kNt3x4u/btT4PVtBAc2TUBUqj7gsiNTkFGUp3chad02IjUInzl3Hrr8Luw7fBqAqmMBxAU2n1rTjXimgIf+31GcmiIiPjWRQVFWsKgkMKai3edEMldEvjg90MqVJsUHiDdam02C22GzjI8NoAZ/eu3e1KW6Spx2GxaHveXARitJdQhM1V+yohPvDidxYnxSS6ZNtacWfbZ5HDVLUaJc2vUOgclcEQ6bBJeA7J+akaz+HVGLvWvhtNsQ8TnLGZvhZA4hjwNuh9j7Tg8ObJqAKHGl9jMrbbmtIK602yR85twePPk7NbA5Fc/CZbcJE58ti/hx05al+PK/volFu57G3peOAwCOjqoPgaUdPtL1aA+asYrhnJrhogj9iDYvaiqKogjxHQGMT7SiN35ALUf1l0zxRi2QsdmytB1Ou4Rfvj+ZtdEySdQZybC3dilKpEt7qsYsNFFBO6AF7tX3Wzwr3scGKJn0lSQEw4mcZbM1AAc2TUFkVxSAKgGxFtiI3vz/ZE03Dh2PYSSZw5HRFJZ2eIWWD7511VoM3vZJXH/hYty073eIZ/I4OpaCwyaVvW6oaC9pMSrT9ZOpcfrryeusnvCdKchQFHpNBACE3LV9bESN5qhkecQ3pRSVh9MuCXtIAoDf7cDm3vC0clQ0mYMkgfz3FfbWzthoYl0RGhtFqdaQiQxs2ryOGvd/EYoi9lCq0T3FpG84mUMXBzZzC1E3R9m6vCLFGrdAxgZQU+MSgGfei+LIaArLiLMitegNe3Hvn6xGrijju4eO493hJJaU9BKUaA+ayoyNdqIVUWrxOe1VQyfFiitVjU3lKVvUaI5Klkf8+GBUK0XlEPG5hAbuAPCJFZ048N6kgDiazCHsccJBPFBRrytKu75EZGwAVLV8i5jsrdHhdWIkOX2+l5b56xDUXTcVNWMzqbHhwGaOIcKXAZj0FKhM+cYzBXgcYqfDAurmduHidjz17jA+GEnhLAsENoC6aWzfsAjf+s0RHByIYVNvmHwN5cCmYvPXsm8iSlHBGpqWlMDAJuh2oCgrVadsdUq8+MBmWcSHE+MZpEsDKEW1ek/lkhURHB1L42gp4IomxZQQ2nS6opKCNDaTE8erA3dRGZuI34WRioON9ueIBbqPegKuKV1ReXQJ6mg1Awc2TUDUzaFt7pUno7G0OKOwSi5d2Yn9b53BKyfiWLcgJHo5Zf7qo2fh/WgKT707jD9c2k7+89WunurPTqTGppamRaTPx+Q8nem/o1imYJlSFAAcGUnhxHim7HAtkj9Y0g63w1b2s4kmc0IeklopqjLblsoV4bRL5IcubVp2ZZed0MDG56rK2JS76ywQJC8OezEYUzWIw8msZVu9AUB84U6H2267DV6vF0eOHMFdd92FBQsWVL3m4YcfRjqdxttvv40lS5Zg586dAlZajah2b72MzWgqj3av+BsDAP54VTf+7t/eAwB87KwOwauZ5Nx5QXzt0pX42Vtn8IULFpL/fJtNQtjj1M/YWGSEgagTNjDddn7elK9bqRQFAP2lwKY37BW8IsDjtOMjC0N4YTCGazb14sR4hlw/Bqji+IJcchmeEqSLarQo75Xp6tKvqFJUxO/EaCn400qYo6k8JAmWuL6XRXw4Fc8inS/ieMwagbselgxsDhw4gKGhIXznO9/Bc889h1tvvRXf+973ql4TjUZx++23Q1EUvPHGG4JWW42orhGH3YaA216dsUnlLJOxuWhJGF+4YCGyBRlregKilzONOy9diTsvXSns57f7agQ2WTEDVYHapoGifEeASVO5ylO2yJlMUwl6HOjyu9A/ksSJ8QwuWkKf+avF5t4wfnN0DABwLJbBHwjISGoP5vFMoSqw8Tnpr23NF6a6bJ8X1oEU8blQlNXhktrvaySpjp2h1vzVYlkpcH/j9ASGkzksbbeGlKAWlixFPfPMM9i4cSMAYPPmzXj66aerXvPYY48hk8nggQcewJ133ol58+ZVvQYA8vk80un0tH+ajWoYJiadGfZUi/RG0/ly141oJEnC3v/6Efx4+wbhwkqrEfY4q8TD46U5MSJ+V7UyNgmBQnQtYxNLT1+TmrGxxhlteacP70eTODaeJvdC0mPz4jBeOxlHJl/EsfE0egWsq6382VVmSMSIdb1OGxw2qWr2mMiBk5r2aWo5asRCh9KzOtQMpFbWXNIuPiOphyUDm2g0ikBAPc17vV7EYrGq1xw7dgzRaBQ333wztm3bhuuuu67m33XPPffA5/OV/4lEIs1cOhRFncUSEuQUqTp8VpeiRBqFMeZo91W7s8bSBWFBaS2n33i2ALtNKg/JpKTd64QkTd/480UZyVzREql6AFjW4cOz/aNIZIs4xyIZyc29YRRkBS8MxnB6IiukRBbWEcdPCAokJElSB3OmqxstRAU2mo5G09Wo/y1u3lglIY8TnX4Xnnp3GAC911cjCDvmFItFbNmyperr69atQ2dnJxIJ1Xo/nU4jHA5XvS4QCGDDhg0AgAsvvBC//vWva/6cnTt3YseOHeU/p9PppgY3yVxRyCwWjVptlWOpPM7tCQpZD2Oedm91xiaWzpO7xGrUms2kza0RkUFy2G1o9zrLc2qAyQyAFUpRALCqK4B/fuUkAHUemRVY0elH2OvE/z50DIqi6smo0YwKpz60AbFzkEI1OrXGBa5HE3WPJCf3gJGkNbrrNNYtCOHf3o1iecRnmcNELYQFNna7HQcPHqz5vQMHDuCxxx4DABw6dAjbtm0DAGQyGaRSKXR0dGDr1q0YGBgAABw/fhwrVqyo+Xc5nU44nXQfgPYgEDFwEgDCNazLR9M5y5SiGH3avc7yEEWNWEZcmSVUQ2Mj2uW30++a9nDUMgBW2WQvP7cHdz71LhaE3Gi3yANJkiRcvLwD33vxOLxOG1Z1+cnX4HXa4XfZy8NvNUROrm7zODBekSGNZ/LCJlYH3Q647DYMV5SirOTwe/HyCJ55L2oZ/ZgelixFXXLJJeju7kZfXx/27t2Le++9FwDw+OOP4+677wYAXH/99RgZGcF9992H3bt345FHHhG55DJa6l5U1N9Ww7p8jEtRs4Kw11GVqhfp0VLL6VekBgFQ0/VTMzbag9IqZmHrF4Rw/2fOwY+3bxC9lGl8fr3a6ffxZRFycz6NLr9r2kMbEDvgUQ1salzfgvZuSZKwIOTGifHJ2XWnJ7LlydpW4L9t6sWVa3uw4xPLRS/FEGso7mqgBTBT2b59O7Zv3w5A1d5YJZiZiuaxIWrzD3scGBybFEjLsmIpHxtGny6/u+pEG8vkhbUNhzwOpPJFFIpy+WEYz+SFbfyAmrGZGthow1SpZx/pIUkS/vvWZaKXUcVnz5+P3H9Zj08sb67G0IiugKvq+o5nC1gWEaPVaPM6p3kiFWUFiWxRaOC+sM0zbWipVfyQNBa0ebDvmk2il1EXS2ZsZjPaCVfUzdHuc5UnCwPqg1FWxA7jY8zRE3TjTCI3zcRMtMYGwLRyVDxTEDqao7PCnXVoIoew12nZKcNWwWaTcPWGRVgk0Funy+/GcDI77WtxgZOrKzM2CQvM1FvY5sGJuJqxyRVknEnkLBXYzBY4sJlhRM9l6g64yqdYQJ2iDQDzg9ZJZzK16Qm6kCvK0zRSsXRBqMYGwLSJw6JLUZ1+Z1XGptsi2RrGmFoZG5Fi3coxD5MyAnHZbTVjowY2p0vjCziwaRwObGaYeKYAr1PcXKaegBvRVA6FojpPR7s55glwG2UaQ6ulDyWmd/2I6vgpG+JNSddbQTxcHdhw0D4b6Kr47ACxGptQhXhYdLYdABaGJgMb7d8inKJnOxzYzDDqxi8u4u8JuqEoKG8gpycycNgkFg/PAnpKWTVt0JyiqPooUeJhrbMvXlGKEnmi7Qm4cXoiWy7XDSVy6OGMzaygKzBdPKwoitAMYFvFLLRxwfpIAFgU9uL0RBb5olzW2nBg0zgc2MwwIlX1wOTDUcvUnIpnMS/ohs0CltyMMV1+FyRpMrBJ5oooyIrArigtYzM9XS9y41/c7kW2IJdLGpyxmT1UiuNTuSKKsiIwsJleitLM+kTu3yu7/JAV4L3hJAbG0ugJuuESME5ltsO/sRlGpBgOQPn0OlTS2ZyeUAMbxvo47DZEfK7yZ6cFOKLaPQM1xcNir2+tQ0ybMnwqni0H84y16Qq4kMoXkSrNGxNujeFxIJ7JQ5bV7N9IKgeHTRJ6fa/uDsAmAb87PYG3ziSwptsa7tWzDQ5sZhiRYjhANSpz2W0YmlBPRqfiGQ5sZhFTfSy0AEfUg9te2uTHKsTMooYEAijPXxqMpSHLCgbG0lhq4Zk1zCSa15DW3KBlS0QZ4nX4XJCVyRLUSCqHiN8ldIad12nHik4/3hjiwObDwIHNDDOSFOsUKUkSeoKu8mn/uMV8EBhjlnb4cLTkQ6R9hiK7fiI+V9niPZ0vIpUvCr2+PU47eoJuDI6lcXoii1xRtvTMGmaSBaV96GSpnVmb+RUR5LGl3Vea7ieazKPTAm7R580L4t8HxvDKiXGsXxgSvZxZCQc2M0w0mRPuGdMb9mJgLAUA6B9JYXmE3kKd+f04q8OHIyPqZ6d5tHic4jxaprZXTz6IxF7fi8MeDIylcbR0jXPGZnYwP+iGTQKOxdTARruuRAXKmjbrTEILbHLo9ItvsvjjVV34t3ejSOdlfHJFp+jlzEo4sJlh1GmsYm+O5REf+kdSyOSLODGewfJOPtHOFs7q8OLIqPrAPjUhvow4tb1aM8YTPbtmVVcAbw4l8OZQAl6nTajpHGMeh92G+SEPjpX0UcPJHAJuu7DAvbOiNDZigUMpAPzp+fOxOOzFlWt7sLyTD6W/D5YdqTBbscLQsuURPw4OxPB+VB2ouIIzNrOGpe0+DCdzSGQLODKawlkdYh/aUwMb7d+iN//1C0K477kPcHanD+fPD8HOHX+zhkVtk4FNNJkTWvpxOWwIe53lTq1oMoezBQwIraTd58KR/3EJd7J+CDhjM4MoimKJUtSa7gD6R5L41ZFRuOw2rGYB2qxBm5vTP5LCByMpLBOsH5mWsUnmIEkQZhiosak3jKGJLP7XC8ewYVGb0LUwjdEb9uL4+GQpSvQhsMs/6dQetcChVIODmg8HBzYzSCJbRL6oCC9FXbSkHbICfPPXR3H+/CD7IMwiVnUF4LRLeO1kHB+MpnCWFQKblFaKyqHd6xSeIdlyVgfCXieyBRl/ev58oWthGmNRm6c8pPf0hHgPou4ppoGiGz+YmYOfeDOIaDGcRm/Yg5Vdfrx9JoEr1s4TuhamMVwOG86bF8L/eXMIp+JZrFsgtiuishQl+toG1Db0n16zEd+88lxcLHBaNdM4Z3f68W40CUVRcCyWxmLBwu/ugBtDE1nIsoLhZK7cks7MbjiwmUFGUtboGpEkCQ9etRZXnNuDGy9aLHQtTON88uwI/uX1UwCAzYvDQtfS6XchnikgV5BLwnhrbPxbl0fwVx89S6jnCNM45/QEEM8UcDKewcBYGosFC78XtnlwfDyDoUQW+aJSNoBkZjcc2Mwgmu9IlwVm1/zRyi48ee0mdLHd/KzjixcsAgB8ak230LljADA/qHqPnIpncCqeQU9Q/LXNzF7O6QkCUJ11j49nsLhdrMfW0nYvjo6myuUx0YEWMzNwV9QMciyWQZvHIfxhxMxuzl8QwsDOT1oiiNAePIOxNI7FMtjUy2Jd5venK+BCh8+JJ383hKKs4GzB7cxLO3w4Gc/ivWgSkgQ2M20ROGMzgxwbT3Mqk5kRFrd74XaIM+bTmBf0wGGTcCyWwWCMr2/mwyFJEi5a3I5H/n0ATrskXEO2vNSF+H/fPoPeNi83WrQI/CnOIINjafSGOeJnWge7TcLCNg/ejyZxMp7hwIb50PzJmm4AwMZFYeHB+zk9QbjsNvzzKydxwSIeX9AqcClqBnkvmsRG9tVgWoxzegL4l8OnoCjAKgsYmDGzm2s39eKtoQl8ccMi0UuBy2HDRxaG8NvBGDYsCoteDjNDcMZmhijKCl4/FcdHFnJgw7QWH1nYhsOnJuB22HDuvKDo5TCzHJ/Ljgf/43m4aEm76KUAAL7y8WVY0x3A1RcsFL0UZobgjM0M8dvBMaTzMi7gjA3TYnx0aQcAdZSB085nIaa1+Oy6BfjsugWil8HMIBzYzBCHT03g8nN6sF6wGI5hZpo/XtWF//mp1fgPq7pFL4VhGKYukqIoiuhFUJJOp+Hz+ZBKpeD1shCSYRiGYVoJziszDMMwDNMycGDDMAzDMEzLwIENwzAMwzAtAwc2DMMwDMO0DBzYMAzDMAzTMnBgwzAMwzBMy8CBDcMwDMMwLQMHNgzDMAzDtAwc2DAMwzAM0zJwYMMwDMMwTMvAgQ3DMAzDMC0DBzYMwzAMw7QMc266tzbzM51OC14JwzAMwzBm8Hg8kCTJ1GvnXGCTyWQAAJFIRPBKGIZhGIYxQyqVgtfrNfVaSdFSGHMEWZYRi8Uaiv7MkE6nEYlEMDIyYvqXP1uZK++V32frMVfe61x5n8Dcea9z5X0Ctd8rZ2wMsNls6OjoaNrf7/V6W/6i05gr75XfZ+sxV97rXHmfwNx5r3PlfQK//3tl8TDDMAzDMC0DBzYMwzAMw7QMHNjMEA6HA3feeSccjtav7s2V98rvs/WYK+91rrxPYO6817nyPoEP/17nnHiYYRiGYZjWhTM2DMMwDMO0DBzYMAzDMAzTMnBgM0M8/vjjuOWWW/CXf/mXeP7550Uvpyn09/fji1/8Ivbs2YNrr70W+/fvF72kpnLkyBGEQiEcPHhQ9FKayuuvv47bb78du3btwtatW0Uvp6ns3LkTt956K2666Sb8wz/8g+jlzChvvvkmLr74YvT19ZW/9sADD+COO+7ADTfcgDfffFPg6maOyvf5wgsv4JprrsF9992HL3zhC/jtb38reIUzQ63PEwAOHjwIp9OJ06dPC1rZzFPrvf7yl7/EXXfdhTvuuANXXXVVQ39f66uQCJiYmEBfXx9eeuklZDIZbNq0Ca+//jpsttaKG8fGxnDNNddg27ZtGB4exsaNGzEwMCB6WU1BlmXs3r0b5557ruilNJVisYi/+Zu/wc9//nNIkoQrr7xS9JKaxnvvvYf9+/fj1VdfhSzL6O7uxl/8xV/A5/OJXtqMcPjwYXzsYx8r/7m/vx/79+/HU089hYGBAXzpS1/Cs88+K26BM0Tl+zxz5gxuueUWrF27FocOHcItt9yC5557TuAKZ4bK9wkAyWQSe/fuxcKFCwWtqjlUvtdYLIZvfvOb2LdvX/n7jdBaT15BHDx4EKtWrYIkSfB6vfD7/ejv7xe9rBln48aN2LZtGwD1wR8IBASvqHncf//9uPHGG+F2u0Uvpalop9sHHngAX/va1xCNRgWvqHm0tbUhnU6jWCwikUhgyZIl8Hg8opc1Y3zuc5+D3W4v//nAgQPYsGEDAGDJkiV4++23kcvlRC1vxqh8n5/+9Kexdu1aAK21L1W+TwC4++67ceuttwpaUfOofK8/+9nP4PP5cP/99+O2226DLMsN/X2csZkBotHotJspGAwiGo3i7LPPFriq5vKtb30Lu3fvFr2MpvDqq68CANavXy90HRQcO3YML774In7yk5/A5XJh06ZN2L9/f8udCAGgu7sbN910E7Zv347x8XFcd911LZdVnUrlvhQIBDAyMoL58+cLXFVz+cd//Efs2rVL9DKawv79+3H++ee35L1ZybFjx/Dqq6/i+9//PpLJJDZv3oxXXnnFtAtx697VhHR2diKRSJT/PDExgc7OToErai4/+MEPMH/+fHzqU58SvZSmsH//fmQyGfT19WFwcBCPPvoofvWrX4leVlMIBAJYtWoV/H4/nE4n1qxZg5dffln0sprCSy+9hH379uEHP/gBnnzySXz9619vycyqRuW+lEgkWnr473333YfLL78cF1xwgeilNIUDBw5gYGAAfX19GB8fx4MPPojXX39d9LKaQiAQwLp162C32xEKhdDe3o7333/f9P/PGZsZ4MILL8RXv/pVAOr08GQyieXLlwteVXP40Y9+hGg0iptvvhm/+MUvsHXr1pabW7Jz587yf//85z/H1VdfjYsuukjgiprH5s2bMTw8DEVRIEkSTpw4gWXLloleVlM4ceIEurq6AKgGYB0dHS1RmtHjkksuwRNPPAEAGBwcxOrVq+FyuQSvqjk88MADWLJkCa666io8+eSTLakVmyp2f+SRR3DTTTdh3rx5AlfUPLZu3Yof/vCHAABFUTAyMoJFixaZ/v85sJkBQqEQduzYgR07diCVSuGhhx5qyRT3iy++iBtvvBHr16/Hvn37MDg4iJdffrnlAhuNf/qnf8LAwAC++93voqOjAytXrhS9pBmnq6sLt99+O2655RYEAgFcccUVLSuYvuyyy7Bv3z7s2rULmUwGl156KdasWSN6WTPGE088geeff76cebviiitw2WWX4a677sKJEyfw7W9/W/QSZ4TK96koCnbt2oW1a9fi29/+Ns6cOdMSgU2tzxMAdu/ejfHxcXzjG9/AX//1X6Onp0fwSj88td7r5ZdfjjvuuAPpdBp33nkn2tvbTf997DzMMAzDMEzL0HppBYZhGIZh5iwc2DAMwzAM0zJwYMMwDMMwTMvAgQ3DMAzDMC0DBzYMwzAMw7QMHNgwDMMwDNMycGDDMAzDMEzLwIENwzAMwzAtAwc2DMMwDMO0DBzYMAzTMvT19WHv3r0YHh4WvRSGYQTBgQ3DMC3Byy+/DEVRUCwW4XDwGDyGmavwrCiGYWY977zzDp577jn82Z/9meilMAwjGM7YMAwz63n44Ydxww03iF4GwzAWgAMbhmFmNYcOHcL69eshSZLopTAMYwE4sGEYZlZz8OBBnH/++aKXwTCMReDAhmGYWY3H48GhQ4dEL4NhGIvA4mGGYWY1yWQSn//85wEA1113Ha688kqxC2IYRigc2DAM0xJ88MEH+PKXv4y+vj6sXr1a9HIYhhEEl6IYhmkJ3njjDWzZsgW9vb2il8IwjEA4Y8MwDMMwTMvAGRuGYRiGYVoGDmwYhmEYhmkZOLBhGIZhGKZl4MCGYRiGYZiWgQMbhmEYhmFaBg5sGIZhGIZpGTiwYRiGYRimZeDAhmEYhmGYloEDG4ZhGIZhWgYObBiGYRiGaRn+P4eRi6mQciNVAAAAAElFTkSuQmCC", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "eqfam2 = compare_optimizations(eq,mode_lim=2)" + "eq2 = run_step(1,eq,grid)" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Values of R_eff are: [1.47544762 1.63507168 1.63366791 1.47108183 1.45099903 1.49406659\n", - " 1.67110407]\n", - "Values of L_par are: [0.63685962 0.62918661 0.62918661 0.53711052 0.52943751 0.52176451\n", - " 0.52176451]\n" - ] } ], "source": [ - "grid = plot_Kd(eq1)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Values of R_eff are: [2.29638528 2.29951635 2.30920581 2.28600875 2.42595058 2.31557901\n", - " 2.2906309 ]\n", - "Values of L_par are: [0.65108866 0.63576892 0.62810906 0.55151039 0.55151039 0.54385052\n", - " 0.54385052]\n" - ] - } - ], - "source": [ - "iota_grid = LinearGrid(\n", - " rho=0.5\n", - ")\n", - "iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", - "grid = get_field_line_grid(eq,iota,n_pol=10)\n", - "Kd = get_value(eq,\"Kd\",grid)\n", - "plt.figure()\n", - "plt.plot(grid.nodes[:,2],Kd)\n", - "plt.axhline(0,color='r',linestyle=\"--\")\n", - "plt.xlabel(r\"$\\zeta$\")\n", - "plt.ylabel(r\"$K_d$\")\n", - "R_eff = get_value(eq,\"R_eff\",grid)\n", - "L_par = get_value(eq,\"L_par\",grid)\n", - "a = get_value(eq,\"a\",grid)\n", - "\n", - "# Format the text to be displayed in the box\n", - "textstr = (\n", - " f\"Mean value of $R_{{eff}}$: {R_eff.mean():.3f}\\n\"\n", - " f\"Mean value of $L_{{par}}$: {L_par.mean():.3f}\\n\"\n", - " f\"Maximum value of $R_{{eff}}$: {R_eff.max():.3f}\\n\"\n", - " f\"Maximum value of $L_{{par}}$: {L_par.max():.3f}\\n\"\n", - ")\n", - "\n", - "# Add the text box to the plot\n", - "props = dict(boxstyle='round', facecolor='white', alpha=0.5)\n", - "plt.text(\n", - " 0.05, 0.95, textstr, transform=plt.gca().transAxes,\n", - " fontsize=12, verticalalignment='top', bbox=props\n", - ")\n", - "\n", - "# Add a legend and show the plot\n", - "plt.legend()\n", - "plt.show()\n", - "\n", - "# Print the values for verification\n", - "print(f\"Values of R_eff are: {R_eff}\")\n", - "print(f\"Values of L_par are: {L_par}\")\n" + "plot_Kd(eq2)" ] }, { @@ -663,255 +394,18 @@ "metadata": {}, "outputs": [], "source": [ - " " + "eq2 = run_step(1,eq,grid,target_type=\"mean\")" ] }, { "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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oo+o8N5bThdq3b6833njDe/vnn3/WYYcdVueLW6jlgj123HHH6e233w67bsAtqLXUWmptNWrtYyHfn1hrbSgnnHCC31yOHo9H+/bt896ePXu2Dj300IjXBzgZ9ZZ6S72tRr19LOT7E2u9feutt5Sbm6t169YpLS1Nffr00ZAhQzRy5Migjx177LFBnwPrcPG+BLr33nt13333qbi4WD/88IM8Hk/Qoz7r1q1Tfn6+HnnkEV1wwQU6/PDD9eyzz0b1esuXL5ckHXvssXGP3VdGRoaGDh2qsWPHqqqqKuC8c59//rmOO+44SdUXE+jevbu6d+8ecr2LFi3SQQcd5DevTzA33HCDXnzxRdPGG8jcuXN1zjnneG9XVVXp7rvv1hlnnKFOnTpFtA5f69atq7Mz7tChgzZv3lxn2SlTpuiII47Q0UcfrW3btnkns58/f763UEnVxbdHjx568cUXtWbNGh1xxBGSqgvIt99+67fOoqKisEcZN2zYoFatWnmPskrS0qVLNXbsWK1bt04vvfSSZs2apZdfflmzZ8/W2LFjtWPHDklSYWGhWrVqFdF70bFjR29XwbJly9S5c2fNnTtXv/76q/r37x/ROiT5/ViTpG7duqldu3YqLi6us+zixYu1detWXXnllcrJyfF+efrkk0+8R4bnzZvnNy9YoM8s2GcjSStXrlRVVZXS0tL066+/auXKlXXGcdhhh2ncuHEh/3wLr1TdrVFYWOh9r+fNm6fLLrtMUvV8jjUXMQm1XLDHQj0HcCNqLbWWWluNWmtNrQ3ltNNOU0VFhfbs2SNJWrVqld97vXr1amVnZ4ddD+AG1FvqLfW2GvXWmnprGIZ69+7tDbkLCwvVpUuXkI+Feg6sQ8dyAj3xxBN67rnnNHz4cJWUlGjatGkBj/oYhqHx48fr8ccf9+4Er7zySk2aNElffvmlTjnlFL/lp06dqvz8fEnSjBkztG7dOlVUVOibb77RgAEDNGLECNO35aabbgo5Wf6iRYt08skn6/nnn9eqVasCXhCgtkhOFapxzDHH6Mknn/Tu6OIdr6/PP/9c77zzjpYuXarZs2fryy+/VGVlpdatW6d27dopPz8/6qt4f//99wE/6/POO09TpkzRJZdc4r3viy++0DXXXON35d0LL7xQubm5mj9/vtq3b+8dZ82pNocccoiqqqq8/158T8GpsXjxYp1++ukhx/ncc895j2jWaNKkiTZt2qRmzZqpT58+evXVV5Wdna1rr71WhYWFmjdvnrp16+ZX2J9++mlNmjRJS5cuDfg6xx13nK644go9+OCDWrt2rSoqKtSoUSPvqaLhLFiwQBMmTNA333yjli1b+h15HThwoA477DC/5Xfv3q0GDRro8ssvV05OjurXr++9/8cff9Tq1au1bNkyVVZW6vHHH5cU+DML9dlI0syZM71dA126dNF//vOfiLYnnMzMTD3zzDMaPXq0OnfurOXLl3uPvE+cOFFnn322OnToEHK5YI+Feg7gRtTa0Ki11ai14VFrA9daSXr++ef18ccfa9u2bbrrrrt04YUX6owzzlBGRoZeeOEFjRgxQi1atNCWLVuUl5fnfY2GDRtyYVwkDeptaNTbatTb8Ki3gevtFVdcoZ07d+rRRx9VRUWFNm7cqClTpkhS0MeaN28e9DmwUKIndU5F0U6C73ZbtmwxunTpEvCxUO9F+/btja+++iri1/nggw+Md999N6J1hxPrcyN93oMPPmhs37494GOXX3658dtvv4Vdx6ZNm4ymTZsajz76qDFlyhRjzZo1xjvvvGNMnjzZ2Ldvn5Gfn2/MmjXLMAzD6N+/v7Fp0ya/5w8YMMDvwhC1x757924jNzc34GtfddVVhmEYxocffmgMHjzYWLVqlWEYhnH11VcbmzdvNp577jnj/fffNzZv3mwYhmFcf/31xp133hl2myorK43JkyeHXS5e06dPN8aOHRvw/ltvvTXgc0J9ZgCch1q7H7W2LmottRaAOai3+1Fv66LeUm+ReuhYhunmz58f9tSgQCI5xdDXueeeq8GDB+vPf/5z1K+VaD/99JMOOeSQgI/dcccdeumll/S3v/0t5Drmz5+vc845R3fccYf3Pt9Tq66++mo99thjSk9P1/HHH+93lHXr1q1q0KCB94ITgbzwwgu64YYbAj7WvHlzzZw5UwcffLCuuuoqffnll1q2bJmuvvpqtWzZUvXq1dOPP/6oU089VXPmzNGqVav00UcfhdweqfozrzlKbZWlS5fqmWeeUceOHf3m5vK9/9dff60zp1OozwwA7EatrYtaGxi1FgBiR72ti3obGPUWqYpgOQEyMzPrnLqRrBYtWqS8vDw1bNhQy5cv1wknnOD3uNnvRZcuXbR+/Xq1bds2rnXH+txInrdy5UqdfPLJQR8/9dRTVVRUpJUrV3rn7gpk2bJlIee+bdiwoffUsNrzZ02aNKnOhPW1x75t27aghdD3NE5JdbbH96IRp5xyigoKCiK62M2yZcsiPkUsVp07d9asWbMivl8K/5kBcB5q7X7U2rqotReHXS4e1FogdVBv96Pe1kW9vTjscvGg3sKJPIZhGHYPAoB1tm/frgMOOMDvSrIAAMA81FoAAKxHvQWch2AZAAAAAAAAABCV8JccBQAAAAAAAADAB8EyAAAAAAAAACAqKR8sG4ahsrIyMSMIADhbP49H3Twe9tcuRK0FAHdYsmSJjvV4tHfvXruHgihRawHAHXbu3KljPB6tXr3a7qGYIuXnWC4rK1N2drZKS0uVlZVl93AAAAGUl5fr0KwslUl6f/Zsv6tDw/motXCUfI99rz0opb92wwWO8ni0UVIvSR+n9s9E16HWAoA79PJ4tEDSUZJWJUGtzbB7AAAAhHNxVpYaSeop6YZzz9Xmqip5PDaGQwDcw84gubZAYyFshkPMnz9fWyVdKWmqpF27dqlx48b2DgoAgCTy008/aaGkqyRNkfT111+rS5cuNo8qPnQsc2QXABytpKREh+bkqJ+kwyVNlPTC9Om6+OKL7R0YIkatRUI5KUiOFiEzbGIYhlqnpamDpFNV/WP3UEnzUvunoqtQawHA+U7xeLRX0mWS5kraLGmty2ttys+xDABwtr45OWouqbWqT7PpI2nAJZeosrLSzmEBcJJ8z/4/N/PdDrdvC1xl9uzZ2imp6++3T5e0QNWdVQAAIH6bNm3S16r+PStJp0j6UdJnn31m25jMQMcyR3YBwLF27typFk2a6BpJLX+/r0rSk6qe/3Faapcw16DWwjKpEr7SyQwLGYahlmlp6iLpJJ/735bUQNKX1FpXoNYCgLN1+X0qxz/73PeFpO8kFbp4qkc6lgEAjvXnJk3UWvtDZam6cJ0u6VNJFRUVdgwLgN1SraOXLmZY6J133lG5pBNr3X+6pK8lbd68OfGDAgAgiaxdu1YrJPWudX9XSTslffjhh4kflEnoWObILgA40vbt29XqsMN0k6rnefRVJelZSV0k/Se1y5grUGthGhuD1YJB3bz/v1f+ItvG4YdOZsSpsrJSh2VkqKekTgEef0+SR9Jiaq3jUWsBwLlO8HhUX9J5AR77StI3kra4tGs5w+4BRGrq1KlatGiRSktL9Ze//EW9evXye/zTTz/V/PnztW/fPq1YsULTp0+3aaQAADP0PewwtVfdUFmq7lo+Q9U/eMvLy1WvXr2Eji1ZUWvhWBYHyr6hcbzLJzR0rnlfCJgRoysyMuSRdHyQx3tJype0bt06HXXUUYkbWBKj1gJAalmxYoX+J+m2II+fKOlzSdOnT9ell16auIGZxBUdy8XFxerdu7e+/vprlZeXq2vXrlq+fLnS0qpn8ti1a5duuOEGb9FdsWKFjj8+8NejiooK7du3z3u7rKxMTZs25cguADjIxo0bddSRR+pmSU2DLGNIekHSMZI+cH4pczxqLRzJokA52iA5VgnvbCZgRhR+++03HXrggTpX1bU0mP9KKpW0nFobN2otAKSeDh6PDpF0Zohllkn6TNLWffuUnp6emIGZxBVzLC9YsEDt27eXx+NRVlaW6tevr/Xr13sfnzVrlrKzs/Xvf/9bw4cPV1VVVdB1jRkzRtnZ2d6/pk2DRRYAALtccuSROkHBQ2Wp+tTcMyTNl1RSUpKQcSUzai0cxeT5hAsGdfP7S5REvx7zMCMalx54oLIldQizXE9J/5P07bffWj+oJEetBYDUsmjRIv0g6dQwy9UcQrwiwzUTS3i5YsRFRUVq0KCB93ZOTo6KiorUrl07SdKmTZu0dOlSvfzyy9q7d6+6deumJUuWBDxSO2zYMOXm5npv1xzZBQA4Q82FDQZHsGxrSc0l9c3J0Sd0UsWFWgvHMCkYTWigG4It8zEzRQbCKCsrU4Gkvqo+UBtKA0ndJF1x/PFaTa2NC7UWAFLLld2761RJ4c4jqblA/UeqPiMlMzPT8rGZxRUdy82aNfPrRisuLlazZs28txs0aKBOnTopPT1dDRs21EEHHaR169YFXFdmZqaysrL8/gAAznHp0Ueri6RGES5/hqQvJO3cudO6QaUAai0cwYRQOeFdwg5VOFgq9HhU6MKLwMB6F2dnq4mkthEuf5qkQklfffWVZWNKBdRaAEgdc+fO1XZJ3SNc/hhJ9SRdesAB1g3KAq4Ilrt37641a9ZIqr5I0969e9WmTRtt3bpVktSrVy9t3LhRkmQYhnbs2KHDDz/ctvECAGKzYsUKrZHUI4rntFR15/KfmzSxZEypgloLW8U5hYMd01xEwpZu5d+1nlj9J4lwGX6Ki4v1maoPzEb6LyNL1afxXtnNWf+NuQ21FgBSg2EYuvb009VT0oERPqdmqsd5qj4LxS1ccfE+qfrquV9//bVKS0t1+eWX6/DDD9df//pXLVy4UJL00EMPae/evSorK1Pnzp111VVXRbTesrIyZWdnc5EDAHCASC5sEMhPkp6TtHHbNh166KHmDyxFUGthizgDZTewM2CWqruXa7R2x1d/WOgMj0ebJF0d5fN+lTRB0qy5c9W7d2/zB5YiqLUAkPxmzZqlKy+8ULdKimZSi5oL1HeQNNsl39lcEyxbhQIMAM6wcOFC9Tn5ZN2u8HNQBfLO789bYEFZ27Rpk5566ikZhqFBgwapZcuWpr9GMqPWIqgYQ2W3BMqB2BkyEzDjl19+UYumTXWdpBYxPP9LSask/VBVJY/JnfDU2vhQawHAGaqqqtQyPV1dJXWJ4fk/SHpT0rY9e5STk2Pu4GR+vXXFVBgAgOT315NP1mmKLVSWpD6SvpG0fv16lZWV+f1VVFQEfM6qVavUp08fjRs3znvf1KlTNWTIEA0cOFAFBQWSpOeff1433nijrr/+ej3//PMxjhCAnxhCZSdOdxEtO6ftqJkaQ2J6jFT156ZN1UaxhcqSdJKk3ZLef/99ai0AAAFMmzZNv0nqHOPzj1T1Beovatgw4lor2VdvM+JeAwAAcdq0aZM2S/qPpOw41rNB0oABAzRnzhy/+0eOHKn777+/zvIrVqxQz549vbeLi4s1btw4ff311yovL1fXrl21fPlybdmyRc2aNZNhGNq8eXMcIwQgKeZQOdn4blOiOplbT9zfuVwTLtO9nDqWSHpNsf/YlaQqSTf++c8qqnU/tRYAAOm+fv10h6KfcsrX0ZJukJSd7f/rOFitleyrtwTLAADb7du3TwcqvlBZkhpL+mPPnnr//ff97s/ICFzu+vfvr9WrV3tvL1iwQO3bt5fH41FWVpbq16+v9evXq2XLlioqKlJVVRUX0QHiFWWonIyBciA125mIgNl7UT+fgJlwOTUceNBBOmjnzrjWcZCkUy66SG+++abf/dRaAACk1medpcYffxzXOhpLataypdauXet3f7BaK9lXbwmWAQBJJT09Pea5BYuKitSgQQPv7ZycHBUVFenGG2/Us88+K8MwdPPNN5s1VCD1RBEqp0qgXFuiA2bCZcQiLS2NWgsAgMXimTM/UfWWYBkAgN81a9ZMJSUl3tvFxcVq1qyZjjjiCI0ePdrGkQFJgFA5KokKmH27l5kaA4lArQUAwHqJqrdcvA8AgN91795da9askSSVl5dr7969atu2rc2jApJAhKFyMlycz2yJek+4sB8ShVoLAID1ElVv6VgGAKSsadOmqaCgQJmZmTrmmGPUt29f5ebmKjc3V6WlpcrPz1daGsdggbhEESojuER0MHNhP1iBWgsAgPXsqrcew0jtb4tlZWXKzs5WaWlpXHOXAABit2HDBnVq00bL41zPCEntRo/WP//5TzOGBZNQa1NcmGCZQDk2Vk+RURMwS4TLyaRJkyaavnOnjoxjHW9J+rxvX82YMcOkUcEM1FoAcIazzz5bfT/+WH+KYx2rJf29ZUtt3rzZrGFZho5lAAAAWINQ2U+gMDjW96BgULeEdi8TLgMAAKA2gmUAiEaokGQQP7oBwItQ2U+wEDiesNnq6TEIlwEAABAKwTIAhBPh/KABlyNsBoA67AqVhypPeRpqy2tHwzcojuS9srJ7mXAZAAAAwXCVBAAIJt8Teahs5ToAwG0ctt8bqjxJckWoXFuv/EXev1AKBnWzLLBvPXH//6+5qB8AAABAsAwAARSou7krJGAGkCocNAXGUOU5pkvZjO22M2BuPXF/wFzo8RAwAwAAgKkwAKCOfI96KXAIEPepxjWBC1NkAEhBiZ4CwwmBshVqalGo99Oq6TGYGgMAAAA16FgGAF8RdNqZ0g1GBzOAZMR+LSSzg/VwHcxMjQEAAAArESwDQI0oAxFTQmYCZgApwq4L9jmNFVNVhAqY43m9UM8jXAYAAADBMgBIcYe7pgTMAICUYUXQbnb3cq/8RYTLAAAACIpgGQBMFFfATLgMwM1C7MPoVg7Mju7lWNZHuAwAAIBACJYBwIJAN65wmYAZAFJKIruXYwmzCZcBAAAQCMEyAFiEqTEAgG7lSFnVvRzq9aJdV7hwuSZgJlwGAABIDQTLAFKbxQEuU2MASAnsr0xjdsBs5tQY4cJlyad7mX8TAAAASY9gGQASgHAZQCqiWzl2VgTMwV4n2vUQLgMAAEAiWAaQyhL8gzfmkIAf5gCQspwcLkf0PGoYAABA0iJYBoAEI1wGAETDzO5lsy7qV7MeutIBAABSF8EyANiAcBlAsiNwNJ/V4XK0rxFxuEz9ApBM8j2x/QFAEsqwewAAkKpqfoiH+oFfR75HGmRYNCIAiAE/lhMqptoRQKhQuGBQt4jXH8mcy5KoXwDcx+z6Fmx97BsBuBgdywBSU5gvionstIv6tQhxACDlJWJqjGjWwXzLAFzPrg7jfI8K1N3vDwDcgmAZQEoqHGz3CPwRLgOAswxVnmXr7pW/KO6OY8m8uZcJlwGkqkKPZ/9fgn4f1Oy7ff/qLFMTMLPPBOBwTIUBAA4RzanHkjitGEDSG6o85WmoLa9txevW3scH2ufHEhRHXT8CCBYMxzItRtjlqV8AbFbo8Q9sW0+07rXiPgDoGy6z7wTgMHQsA4CD0LkMIBmY0UVrZcewk9V0M0cbFJvRvUznMoBk5tud7MuKUDlUN3JcuBAgAIchWAYAhyFcBgBIsU2Z4YRw2YxxAIBZAoXJUnWgbGaobEWYHHRdBMwAHIJgGUDKCfTF0pcTfgwTLgNIZanarRxMtAGz3eFyzfPDLk/tAmAxqwNlyzqTI2XHxQYBwAfBMoCU5bQL+NVGuAwAyRUyWxX4BnuteF6PcBmAm4XqUo5XosPkiF+HgBmADQiWASCJFKi73UMAAIRgRricyO7leNYZ8TgJQgCYxIppL3yDZLs6k6N6XfapABKIYBkAHCzaL6/RzsUJAHGz+Ar1eRpq6frdKpqAOdYgJNT6o1mnE6aYApD8gk13F0ugbHeQHEjU4TIBM4AEIFgGAIeL+oJJdC0DgKOZGVREEy7H8rrxhstMiQHAamZ1KTsxTK4tpqny2L8CsBDBMgD4cOoXyWjG1St/EV8gAcDhzA6XrexeJlwG4FRmdCk7PUyuLaaxEjADsAjBMgC4BBfzA5CKrL5431Dl2XaBQLODDKunxjCDm8IbAM4VrEtZiixUdkN3cigxj53fBwBMRrAMABaxIqhw65dfAHAqu+dwdku4bFbXctjlCT0AhBEqUA4XKocKZGvO/vD9czq6lwHYjWAZACxid1ghiS+NABLD5Av4JXr/aff+2uyuuUgDkUSHyxGjdgEIIt4uZV9uC5GDoXsZgJ0IlgHAZZgSA0AqsDvstYMd3cvRBhLxhMsRdy1L1C4AdcQaKvvu55IhSA6G7mUAdiBYBgAXIlwGkErsmgPZDm6ZGsOM9TC9E4BIBQqVw019URMoxxomu3EfRfcygEQjWAaAANzQyeDGL7sAkpjPdBhm7T9TsWtZsmZqjEhf14z1hVpPVP82CDoAKHioHIpvoJyK6F4GkCgEywDwO99T5JISXxQBuFCqhsuSuQcQndq5zJQYAIIp9HiiDpWT/vt8FOheBpAIBMsA4MNtX0KZEgNAKiBcNoeZ4XI8Fwes/VzOwAFQW6zzKZvxXd7Ms0acMJUT4TIAKxEsA4DL8YMcgGNYMB0GzA05XNm5TMABpJRYQ2UzmP292ikHRmOqI0yNASACBMsAEEJSBiN8QQQAV7IjXDZjvmQOgAKIlF2hstlz2zsV3csAzEawDAC/c3KIHO5q1kyJAcAxfLqWYb5Eh8tmvWYk66BrGUhtdobKqSTm7mUACIBgGQBcxrRwGQAsZvUBOyfMXWkHszrrzAiXY1lHqLGH3DaCDSBp2REqp0qXcjCEywDMQLAMAGE4oZO59hc/U8bEl0MAVklQ13KehqZsuCyZc0DRiZ3LZr0WAHezKlRO9UDZVyzhcoG6WzMYAK7kmmB56tSpGjJkiAYOHKiCgoKAyyxYsECZmZnatm1bgkcHANaLJFzmSzLiQa2FGznlwkh2MSMgiTZcrv1nlYDr56AoXI5aW1egbmUrQ2X4i3Zf3it/EeEyAK8MuwcQieLiYo0bN05ff/21ysvL1bVrVy1fvlxpaftz8b179+rVV19Vy5YtbRwpALcpHBzfF9ehyrM11OiVvyi+L8j5HuZDhSRqLSwwyJDyPfHvp5KU2QcHCwZ1i+tsFj4nwHrU2roSFSqzfwsvmjpSXTO6q5cWWjwqAE7nio7lBQsWqH379vJ4PMrKylL9+vW1fv16v2UeeOAB3XvvvWHXVVFRobKyMr8/AHCLQF+Ka38BZL40xIJaC0tw4Coq4S7UGk6yBid0LSNZUGv9JSJUZtqL6ET7XtG5DMAVwXJRUZEaNGjgvZ2Tk6OioiLv7ZkzZ+qEE06I6KjumDFjlJ2d7f1r2rSpJWMGkBqcego2X6ARLWotrML+KDaxBszxvN9OuKZAMITLSAbU2v0SFSojepG+bzU1g3AZSG2uCJabNWumkpIS7+3i4mI1a9bMe3vOnDn64YcfNG7cOO3evVsTJ07U8uXLA65r2LBhKi0t9f7t2LHD8vEDgJki6VqOGj/QY/Lrr7/q//7v/zRxooWXLE8Qai2swmmygUXzwz3afXw8HXpODpeRmqi1yVdrrQ6V6VKOX6TvIeEykDxirbeuCJa7d++uNWvWSJLKy8u1d+9etWnTRlu3bpUkPfLII7rnnnt0zz33qFGjRho8eLBOOOGEgOvKzMxUVlaW3x8AJIO4p8RA1EpKSnTmmWfaPQxTUGthJcLl+CWye9mp4TJdy6mJWptctTYRoTLMQ7gMpI5Y660rguWGDRsqNzdXubm5Gjp0qPLz81VYWKiLL77Yb7nx48dr9+7deuyxx7R9+3Z7BgsACRDsS15cYUAK/kBftWqV+vTpo3Hjxnnvi+Rq7TWaNm2qnJwcq4eZENRaWI1wua5oA5BYu5eTVeFgu0eASFBr96PW1kWo7HzRvK8F6k7ADNjErnqbEfUzbNKvXz/169fP776FC/1/oNx99926++67EzksAHC0aK7unCwqKyvrXMAmIyNDmZmZdZZdsWKFevbs6b0d7GrtS5Ys0dixY73LHXfccRo1apR1G2ETai2QeLHsp3vlL4ruh/7vy0bzOtG+hl0KPR61NrhIZKJVVVVRa2OUyrU2ULeyGdywr3K7cLWqds0oUHcOKAMmiLTWSvbVW9cEywAAf8G+4MUVBuR7pEH2/EBPy5Ja58W3joZTpXnz5tUpjCNHjtT9999fZ/n+/ftr9erV3tvBrtbepUsXvf322/ENDoB6aSGdTCbxnnocZcDs9oONybANdjt8pNT64Nif3+xLac3iNcrOzva7n1qLUKyaAoNQOXGiCZerl7PvdwVgt0NulFr/Mfbn79ki7Zm4J+JaK9lXb10xFQYAIDq+X/qi/sLt8ikxevfu7Xcxm9LSUg0bNiyi54a7Wnttv/32m2bOnKkvv/zSOz8igNDoYKornmDEyqkxnB7g1oRSVnVBIrijjz6aWouIESonj3DveZ264fLfFYCdGjZsGHOtlRJXbwmWAaQ8N8/RyBfqutLT0+tczCbY6UK1hbtae20HHHCA8vLy9Nprr6l58+Zxjx1IFYTLdcUbLkcTAru9drh9/MkgLS2NWouYESq7WyThst8yhMtAzGKttVLi6i3BMgBEwOldW4HE2rXs5qA9XoGu1t62bVubRwUkJ8LluuINSqINlyN5PafXP7qW3Ydam1pq/7cZb6gc6b4L1orkMyBcBuyVqHrLHMsA4HKh5juLdb7lVLkY0rRp01RQUKDMzEwdc8wx6tu3r/dq7aWlpcrPz1daGsdgAav00kLvj02CgmrxziEcy4X9nB4ew92otanL7AM+Zk/lQ92JT9S/QWy8lguQCuyqtx7DSIHkIISysjJlZ2ertLRUWVlZdg8HQALEOs+bk798hvry7DvuSMODwsFKaLC8YcMGnXhcG+2K8+J9g6dKh541Wv/85z/NGRhMQa1FWD6dTE7e1yZSvGFvtO9jpHXESWrG7HumTSocFI1HkyZN9NVtO9U2jov3vfCl9G5JX82YMcO0cSF+Tqu1Zs+rHOl+KJWmBXKKcPWjzuOEy0hyZ599tv7e6mP1i+Pifcu3SBe83FKbN282b2AW4dAwgJSTjD86Q30xjnlKDE4rBpAoPj8yo50vOFmZMS2GWVNjOP3zMGO+VgDWsjJUrtnfOX1flazC/Q4J2LkMIGkQLANACoj2izY/0gEkXK0OJgICc7rpon0f3d7Bx0FRwH5mzqscLrSMtVa4fV/nNFG/n4TLQNIgWAaAJBHpFzq6lgE4VoBwOdUDZrvCZTeELr5j5IAo4AxmfncMdRaFE2vDUMU5p5vLhfq8Aj5GuAwkBYJlAIiRU7/UBkPXMgBXCDD3opv2tVawI1yueV23hMy+OCgKOEes3yfdODVPnobaPQTbRR0uA3A9gmUAiFDNF1knB8qRzEEXyXK++IEOIOGChMtO3fcmgl3hslPFUs8AWMvMKTACMWsfxn7DWlGFy3QtA65HsAwA8r+ifLSS6Yd6bXQtA7BNkKvGJ/M+NxwzuoeT6f2rvS2+NYuDokBiWT0FBqFyciBcBpIPwTIAJBm6lgEkjRDhcjIFpNEiXAbgdGZOgcE+y33CXXSRcBlIHgTLABCFZPlimyzbASAFBAmXpdQOmFM9XK7Z/toBBV3LQOKZNQWG1Z3KdCsnFuEykBoIlgHABE77gR7pF+dIlqv5ccAPdAC2CREuS4H3wakQOhOSAEgWTH+RnAiXgeRHsAwAKSrZAxcASSaGcLnm/mQOmeMJTJLlPQkYTgBICDO6lQmVkxvhMpDcCJYBpKTWRuiAwix2hhlWdC0DgK2iCJeDBRVODVPjCcAJl/23g+kwgMQgVEakCJeB5EWwDAAJ4NQf7tGOix/oAGwXQbgcbt/m5IBZii1kTsVwufY2EyIB7mJVqMx8ys5EuAwkJ4JlALCIE36oR/KlmlOIAbhOmHBZimzf5vSAWYpujKkYLvuiaxlIHLMu2Gc2vtM6G+EykHwIlgHAJJF0yLkZF/ED4Cgmhcs1y8Wyj/btLLZ6H5+IcDkZpPr2A25hRbcy//27Q9ThMgBHI1gGgN8VDrZ7BNagaxlA0hpkxHxRv2DLxhNsxPN8MwPwWPfnbj8AKiXHNgBOF2+3MqEyogqX6VoGHI1gGQASyO0/eOlaBuBIEXQvRyPefbXVHczJHi4PVV7Ey4baTqbDAMxnRagcL0JldyJcBpIDwTIApIBIO+EAwLUsCJfD7RcjmcM5GtGEI1aGy3bL01C7hwAggeL5DurW/RyqhQuX/RAuA45EsAwA8Irky7lTLs4CAHWYHC5L4QMPOy8QGGm4HG3wkqwHGulaBuLjpCkwYtm3IQkQLgOOQ7AMIGW1NhIfQES6jBXM7lrmBzoAR7IoXA61fzRz/xpLCGxF97KbwuVA21ZzHwdDAWdweghc+2KsibowK5z/bwNAaATLAAAASC4WhMtS4uZejuVHdjJPjRELwiDAXPF2K5vJjH1ZNOExAbP1ovpM6VoGHIVgGQAQNTrAADhegsNlJ8yPbPZ6kyVI4SJ+gL2C7Xdi2cfEGyoTEjtXNJ9tgbpbOBIA0SBYBoAUYna3Gj/QATjaICOhU2MkY7jsFsm4TYBTOKVb2YxQGc4W6WfcK38R4TLgEATLAOCjcHBiXicZvti2nkjnMgCXSGD3shM6gs0Ml5OhXgGwj1kHfeJZD13K7kLnMuAuBMsA4CCJuFCI6V1dzHMGwA0cHC7He2HASMdl1rrdiOkwgNjE060cah8TzXfdeENlM6TS/tIJIr0oLgcMAPsRLANIaS/ZPQALcTVrAKjFoeFysHXEuq5I1hnvugEgEZwQKsMeEX/2NLkAtiJYBpDyzA6XY/0SW/t5Zn4Zrr0uggQAKcvCcDnefa1Tw2Wzw5mhyjN1fTWobYC5rOpWTsQ6zNxvsW+xD+Ey4HwEywBS2kjDmoDBiSzt2uDLHAA3sShcluI/kOfUcDkZMB0G4B6EyqhBuAw4G8EyANgkki+9ZofBnBIIAL8jXDZt3dHK09CEvA6A2NnZrUyojNoIlwHnIlgGgBTFl2UAKY9w2bR1O4Xbxw+kioJB3fz+fO+zm1PGAQBuQLAMACnGsq5lOgQAuNEgI2EX9TMzXI5VpOGy1aGKVfMsh8N0GEB4dnQrm7HPMWOfSaDsXHQtA85EsAwA8r+AX+Fg24YRUKgvyWZdKBAAUp6Dw+VA++xEhB+1uwnNxHQYQPJxcyhLl7I7EC4DzkOwDAAuVRM0BAsdInk+X6ABwMcgQ4WDzT/AGG+4HGgdsa4n2LrqLKOFMa07GlZ1LVPbAPNE061st2j/27fy4BmsQ7gMOAvBMgBYwI6OYLqQASB+rY3qzmUrwmXf/TThsn2YDgMILtb/JpwSzoYKiwPN6wx34vMDnINgGQDCsHJqjEjD4NrLmRUimx5G0xkAIAn4hstWdy+b8Xy3hstMhwE4W6BuZTcFegTJyS2iz5TfJoDlCJYBpLyRRvB5NZ0233I4dC0DgDla+9QGq8JlMwNhs8PlAnXfv4yF4bJdF/EDUFek3cq19zeEtrAL4TJgP4JlALAIX7IBwN1qh8tmBsxuCJcTwaqu5WjeC6bDAOpy09zKSG385gLsRbAMAL97ye4BmCTesCIWfoELXQEAkkjrWme1JGu4HEiiupbtQGgGRC/YvMWA4/H7BLAMwTIARMBtU2IkEu8NgGTntnDZzPX4hssAkpdv536kB14IlZ2n5kKxof6SUST/Fjk7BbAGwTIABODEsDSaL4LJ+qURAOzipnDZqpDabV3LhF6AeZhXOXm4MWCOZMyEy4A9CJYBAKZhOgwAySwVwuVAkrVr2bcrk7ABqSyWbmU4UzT7fjcFzDXbZUa4DMBcBMsAYDO3fKEDADg7XK4tlvUwJQaA2gjrkpubAmYp9nC55qAJBxIBcxEsA0CSsusLohOnEQEAMzk1XDbrYn6Ey0Bqols5OcRz5ouTA2bf7Yp3rITLgHkIlgFA0sjfQ4KXQiwTbXDghC9miegw4UcIgFSUiHDZrOemcrdhKm87EAkCtrqS4QJ4BYO62X5R2EQIeiA0TNcyAPMQLAOAi0T7Rc9NXwwBwG2sDpfNDAWiXVeq1A/mWQaqBQvcODjjbskWLgfanmjD5Rrs8wFzECwDAExXOFhcwA9ASrAyXJbsDQWcGiwAACIXa/eyU7uzg4XLkR5U5YAiYC7XBMtTp07VkCFDNHDgQBUUFPg9tmjRIl1//fXKy8vTVVddpYULF9o0SgDJhLmCkWqotUBsrAqX472YX+0f2anaeZiq2w1nclKtJVQLLFAQW3NfPFNM2C3ZupcDiXSsTIkBmCfD7gFEori4WOPGjdPXX3+t8vJyde3aVcuXL1daWnUu/tNPP2nIkCHq2LGjvvrqKw0ZMkTz5s0LuK6Kigrt27fPe7usrCwh2wAAgJNRa4H4tDYMv5CmcLA5P1xrpsQoGNQtph/3tafUiHY98UzJAcCfU2st02AElozbX7NNsUyv56T3I1Qti7buFXo8dQ4QA4icKzqWFyxYoPbt28vj8SgrK0v169fX+vXrvY//6U9/UseOHSVJVVVVatCgQdB1jRkzRtnZ2d6/pk2bWj5+AMmDLubAUvWo/5QpUzRhwgTdeuut+v777+0eTlyotUD86Fx2J06LdjZqbWDUWoTTSwu9f7XFOjWGk4TahkjqHvt+wF+s9dYVwXJRUZFfUc3JyVFRUVHAZZ9++mn961//CrquYcOGqbS01Pu3Y8cO08cLwN1esuE1k7F7zA3zLK9atUp9+vTRuHHjvPeFOkW1tj59+uj222/XGWecoUWLnPVlO1rUWsAcTg2Xa4tmPU4LE+Au1Nr9nFRra4K0VG0OSDWBAmY3T+sRCQ6qItXYVW9dMRVGs2bNVFJS4r1dXFysZs2a1VkuLy9PF110kf74xz8GXVdmZqYyMzMtGScAwH6VlZV1TgfNyMgIuO9fsWKFevbs6b0d7BTVJUuWaOzYsd7ljjvuOI0aNUrNmzeXJH333Xe69dZbLdqixKDWAuapPS2GWeI5sBjoubFOr+FGqbStiVBVVUWtjYGbai0hnPsVqHudMLnmdoG6718uiukxnNbgEm7fHm68rSfuPwDMlBhwokhrrWRfvXVFsNy9e3fdc889kqTy8nLt3btXbdq00datW70bPmHCBB155JG65JJLNGPGDF188cU2jhiAG400DI2y8TSoVP/RW3lAugoGdYlrHT+uLtTKefM0atQov/tHjhyp+++/v87y/fv31+rVq723g52i2qVLF7399tsBX/Oll15S//79tXv37pCnrDodtRYwl2+4bNZ8y9L+H8lmzLecqOfCWRZdc4K2tK0X8/P/l/2z1jy0RtnZ2X73U2vDc1qtpVs5+dUEyIECZt9wWYo8YHZaPYgmXGa+ZSTKqnPbqqBf7FMUrV9eqj0Tf4i41kr21VtXTIXRsGFD5ebmKjc3V0OHDlV+fr4KCwu9RXbGjBn617/+pSeffFJ9+vTRfffdZ++AAQCS7JmTunfv3n6nhpaWlmrYsGERPTeaU1Ql6YUXXtArr7yi8ePH64033oh77Hai1gLm8/1xaub+MN6A2JeTwgE7MddmdI4++mhqbQycVGsJlVNLgbrXCZKDLpuEU2T41r7a28Z/C3Cqhg0bxlxrpcTVW1d0LEtSv3791K9fP7/7Fi6sPup28cUX0zUFADbzPZXMT75HGpS4I//p6enKysqK6bmRnqJa44YbbtANN9wQ02s5EbUWMJ9VnctS7Ge61A6mI12P07rUYJ+0tDRqbYwcUWsdfg0MVItl/x5uHx1puOy7LjcckIykjkVaw+hahpPEWmulxNVbV3QsAwCQCN27d9eaNWsk7T9FtW3btjaPCoDbWdG5bOfF/NwqFbbRDai1zsd/K/aLdXq8XvmLvH9mqelgdnoncyRjC1Y7ax/05cwVJINE1VuCZQCIkh3TO7iZk9+vadOmqaCgQJ9++qnefffdgKeopqVRKgGYy+xw2aznWhkYDFWeZeuGs1FrgeiYFQpbETIng0jDZcBt7Kq3rpkKAwCwH18QzXHZZZfpsssu87sv0CmqABAv3ykxJPOmxTD7Yn7RXAQpGnkaGvVzkByotYD9zD7LxanMnNqJKTHgNnbVWw4NA0AAL9k9AABA0qn9A9XMzmWzLuaXyriAH1JCmPmVkz14THWp0MEc6b/hQLWTrmUgegTLAOAQyfAlL9iXMX6gA0A1q7qfzLywnlXBkhOmwyA0A4DkD5jjCZd98RsGCI9gGQAAAEggKy7mJ8V3safaQv3QTuYwAgBSCfvzuriQHxAdgmUA8DGSebQAAAlgVbhs5pQYdnf3OqHDGQASrWBQt4Tuf5O1e5kpMYDEIFgGAAAAbGBFuGzmlBiSveGyHRf8I0wAEmuo8jiIFIQdAXOyYUoMwHoEywAQAzO7y2JldycZAMBcdofLwUIFM+uNmwIkggSkmkR/t3TT/sBOiQyYkzFcjlTtbedAIxAZgmUAAADAJlZezM/M59l1MNOK4IkDs0hZ+c46WOJ7VgIhc3g1AbPV+7BkC5ejeb/oWgaiR7AMAC7l1C99wY7u82UMAAJz2nzLodaX6FOzASS3PO9kGImf+sbNrN4fO/V3RqyimRLDFxfyA8IjWAaAIF6yewAO54TpQAAgWThpvmUnBQqETQAQmlUhs5NqAQDnIlgGAMSMcBkAzGNVuOw0nPIOANbgzJLgYn1P6FoGQiNYBgAHceOXQMJlALCGWftXJ3QtuylM5oJNAJIBIXNdvBeA+QiWAQAAAIew4mJ+dk+JEW+obOcF/OhMA5AMfENmwtXo0bUMBJdh9wAAAAAA7NfaMLw/WgsHm9NB68QpMQAg1cS6L7biYqy1pUqdKBjUzZRtLfR4LDkYDLgNwTIAIG6RBh98AQOAyFgRLsfyYzrWbudwhiqPC/MBSBnxBpmBnp+IsDlZxVIPW09kCkAgEKbCAIBaRtoYfCZLpwDzUwKA81gVEodDgAy4Q7J8D3Uaq97XXvmL/P5gPabEAOoiWAaAGHHEGgBgJd8zPMyqObGED1YFFpHOnUwwDZhkEGeNJTOnBs1OvXhrKnVoA1YiWAYAmIKgHQDMZ0W47MYf04m+gB9n3gAwi137XKeEzHkaqqHKc2TAHMtnQ9cy4I9gGQBCeMnuAQAAUp7Zc9PHMiWG3cGEnQgNkEpS+b91KxUM6mbrQT27Q+aaM0+cGC4DiA/BMgAAAOASdk6JEY9g01kQMgBIJXYHzJJsC5idGi7TtQzEh2AZAAAAcDizu5al6H9M08kIJIEI5lnmv3XrOSlgTuTn7RsuOy1gBhAbgmUAAADABZwwJQYAwDw1AbPdQXMiA2bfM1icEi7TtQzEjmAZAGCaSE7R5ksXAMTOis7laMQTPDAdBuAQdC07lt0hc6IC5trhshPqgBnvOb9zkIoIlgEAlqh9FB8A4Dyp3rWcytsOIDK+U0YkMnC3M2ROxLbWPtgYKmB2SvhcG793ACnD7gEAAAAAiMIgQ8q3rysqnjA6T0MDhgNDlRe0o9kurSead7FEwHEi2I8k44EnM8LSaNdhxntYex2JCrhrXieR/w5CBchW14qCQd3ifm8LPR7bzy4CEomOZQAAAMBtIjiVPVJuCY+c2K0GuFqKTYlh17bU7ng2oxs40d3MVnUwxxISO60W0LWMVEfHMgAAAICoOrWsCKOd2LVcgw40JK2acNnGsyBSVbD9bbT71kR2M9vRwZxodC0D0aFjGQAAAHAjk7uWEyVUeOy0TjQgZYTYnyRT17IbxNvdnIhuZrv/TVhdK6J97+haRiqjYxkA4lA4OPm+SPjOJxlq24LNPZmM7wkAOJaJ8y3XdCE7ITBwaucykNR8w2UbOphj3fdEGgLaNU+xGWqP1QnbbPc0Sk6vFXQtI1UQLANAACMNQ6M8nBIIAEAwVlzEr4ZvYEAXM2CDOKfISGRo66aA2CxmBM1mXsgwGafGiPZAKxd8RaoiWAYAePFlCABcyMVdy6HC40QFyk7o0gYc6/eAuZfPXQXqXmexZP9vqCY4dep2xhI0m9nNbOWBRjejaxmpgGAZAMJ4SdJ1dg8CAIBQTAyXpcSErb6nMCdzsAAkm15aWPfOQb//b5JeBDDQ/tDs7l8z+Y7Hrm7maDi1BtC1DIRHsAwAAADAK5rOMzPn2HRqsAAgCtFeVLRWEJ2IUM6sa4GE6xJ2SthsdzdzpKKtAU6eX9kXXctIdgTLAAAAQDIYZKjQ5/oA8YYndkwR4bRwme4zwGK1gujWg4Is97tCE66BEuq/6Xj2m+G6miNZPhHi7WauvQ7f++I90Oi0GiDRtQyEQ7AMAAiqcLB5XR1+6+XIPQBYorWxP1yOZx9uZidytJwYLABwhki/P8YaQAcLBOPZl9ZWs28Nto+168KH0ezzrawPkVy41S3dyjX47YNkRrAMALAMR+wBwF7xHiCMpFPLihCacBlAPMKFeNEGz7W/z5rd2VyjYFC3gPvTRITNNa9h10HF2iIJmBOFrmUguJiC5d9++03vvvuuPvjgA61cuVK7du1Sw4YNdfjhh+v000/XxRdfrCOOOMLssQIAkFKotwBi4du1LMUeLtvZtSwRLiMxqLWpKVjwHGngbGbQ7CvYfMiJDJtj7WK2Su2A2W3dyjXoWkayijpYfuutt/TWW2+pZ8+eGjx4sA4//HAddNBBKi0tVVFRkRYvXqwxY8YoJydHI0eOVIMGDawYNwAASY16C8Ap7JhrGUgEai1qizVw9g2azZxGLpqpNKzYTzspZLY7UKZrGQgsqmD5qaee0h/+8AdNnTq1zmMNGzZUw4YN1aZNG/Xr10/btm3Tww8/rDvuuEONGjUybcAAACQ76i2AeCW6a9mq7mbfTjW7QwW6zZILtRbRCPTffrCwuSZMtOI6JVLwsNnqoNlpU2W4EXUEySgtmoUvvvhinXvuuSGXqayslCQddthhGjlypH799dfYRwcAcCWOzseHegvADGb+eLU7SLA6VLZ7+5B41FrEq7Vh1Pnzlcjvw73yF3n/atSEzWbv32q/TiqJ9r206uAC4CRRBcuHHXZY2GWGDRvm/f8ej0eHHHJI9KMCACCFUW8BWCHWkCNVAwQkN2otrBAqaE4U35DZt8uYgNkZor1wJOB0UQXLtU2YMEEHH3yw0tPTlZ6errS0NOXlcYENAADMRL0FECszO+jo6kUyo9bCEoMM/z8b+IbMVnQxp1rATNcy4C/qi/f5Kikp0bp16/zmmcrNzY17UAAAYD/qLQCnCHXxIqvmWQYSgVqLhPANl/MT37ka7GJ8ZgTDzMEcOeZaRjKJq2O5TZs2dS5ecMMNN8Q1IACAszBfsv2otwDiYUbXcip1oyE1UWuRcDZ3MwfqZDZzvcmMrmVgv7g6ljt16qTHH39cxx9/vNLT0yVJEydODHhlXQAAEBvqLYB4tTYMv3kdCwfH/kM3VNcy4FbUWtjOxm7mQN3G8e7n6WAGUkNcwfK//vUvfffdd2rcuLH3vtWrV8c7JgAA4IN6C8AJmOoCyYxaC0exKWQONFUGAXNg0R5kbT3R/4whpsNAsogrWD7jjDM0ZcoUv/ueffbZuAYEAIjQIMOWudmQeNRbAGZIxa7locpTnobaPQy4ALUWjlVrmgzf/XgNK6ZaqB0ImxEwJ1u4DCDOOZazsrLq3Ne2bdt4VgkAiIZNV5dGYlFvAThFuGDBDWEzEAi1Fm7R2jACzp3v+2cmM+dhTrb5l+N9PwIdJADcJq6O5bVr16pv377q3Lmzdx6qmTNnauHChaYMztfUqVO1aNEilZaW6i9/+Yt69erl9/iECRO0Y8cObd26VXfccYeOPfZY08cAAJGIpwMM7rJw4UKtXLlSS5cu1SWXXKLTTz/dktdJVL2l1gLJLxW7luNV+/RlJBa1llqLwHzD5doBpe8+y6zfJWbOw5yq3cvUEzhZrPU2rmB5+vTp6tu3r9LS0mT8vlMzLJgjpri4WOPGjdPXX3+t8vJyde3aVcuXL1daWnXD9fr16zVz5kx9+OGH+uGHH3Tddddp7ty5po8DAJBcVq1apYEDB+q8887TPffcIyn8Dz5f3bt3V0ZGhj7//HN17NjRsnEmot5SawHYze5pK1IlKE80au1+1FpYJZEhs2/AHM80Gck693K0mGsZZrGr3sYVLD/88MM655xz/O7r0aNHPKsMaMGCBWrfvr08Ho+ysrJUv359rV+/Xu3atZMkzZkzR126dJEkHXnkkfruu+/022+/6YADDqizroqKCu3bt897u6yszPTxAkAi8UPYX2VlZZ19e0ZGhjIzM+ssu2LFCvXs2dN7O9gPviVLlmjs2LHe5Y477jiNGjVKktSlSxfddtttevbZZ3XfffdZsk2JqLfUWiB1xNu17NtpRg1KTVVVVdTaGFBrkQiJCpnNDJjdHC7HexE/IJRIa61kX72NK1iuXXgl6cwzz4xnlQEVFRWpQYMG3ts5OTkqKiryFuDajzdo0EA7duxQ8+bN66xrzJgx3jcMAOAcZcrSUOXFtY5CPaad8+bV2c+PHDlS999/f53l+/fv73fF92A/+Lp06aK33367zvM//fRTnX766Tr00EO1bdu2uMYeSiLqLbUWQKzMCpe5yF5ijNM9qqeWMT//Z83SAWtmKDs72+9+am141FokWk3IHGgu35pw0wkBs9vDZaC2V3W1/qszYn5+qdZrz57bI661kn31NuKL9/3www8qLy+PeMWS/DYoHs2aNVNJSYn3dnFxsZo1axb08ZKSEjVt2jTguoYNG6bS0lLv344dO0wZIwDYhU4xf7179/bbz5eWlmrYsGERPTfYD75g/ve//+nxxx/X448/rptuuinusUv21VtqLZBaAl34KR5ODQQIq61x9NFHU2tjQK2FXWou+BdoygWzLvrne2G+WGqCmy/sF+321g7zuYgfAmnYsGHMtVZKXL2NuGO5ZcuWGj9+vC666CIdf/zxIZetrKzUiy++qEMPPVTHHHNMxIMJpnv37t75QcrLy7V37161adNGW7duVfPmzXXGGWdo2rRpkqSNGzeqQ4cOAU8XkqTMzMygbeMAAPdLT08PeGX3SIT7wVfbzTffHNPrhGJXvaXWAqmn9pQY0QjUXWZGuGz3PMuITFpaGrU2BtRaOEEkU2XE08VcO1ymexmIXay1VkpcvY04WM7IyNA999yjp556Sg8++KC6du2qrl27qlmzZjrwwAO1c+dObd68WQUFBdq8ebPuuOMOnXzyyTENqraGDRsqNzdXubm5Ki0tVX5+vgoLC/XXv/5VCxcuVNu2bXX++edr9OjR2rJli5588klTXhcAYmHWlZeReIF+8LVt2zahY7Cr3lJrAUQ713IyY+5o61BrqbVwjmBTZZgxF3M8AXMqhstcxA9mS1S9jWqO5bS0NA0cOFA33nijPvroI02bNk2bN29WSUmJmjVrpg4dOujKK6/USSedZPpA+/Xrp379+vndt3DhQu//v/32201/TQBwvHxOm4rHtGnTVFBQoMzMTB1zzDHq27dvnR98NVdqTyS76i21Fkg98XQtOx3dz85ArfVHrYUTWTkXc01IHG3A7LZwmYv4wW521duYLt5Xr149XXTRRbrooovMHg8AIFKEynG77LLLdNlll/ndF+gHn12otwASLZquZSt+9BMEJx9qLeAeVk2TUfsCf9GEyzXPAxCaXfU28YeGAQAAADgGp94CAGoLd7G/WNRcoM+3gznS57kBF/FDKiJYBgAAAODFqbkAgBpWBcySogqY3RIuA6km6mA5Pz/finEAAByKCznZg3oLIJFi7Vrmhz7cjFoLRM7sgLmme1mKvNM3GWsOXctwu6iD5aFDh+r//u///O5btWqVfvrpJ7PGBABAyqPeArATXctIBdRaIHo1AXPtkDmegFmKvHvZN5B2IuaDRqqJKVjetm2b+vfvr4qKCklS69at9cEHH+jaa6/Vk08+afogAQDB8eUlOVFvASQacy1TU1MNtRaIj1kBc+3u5UgDZgD2izpYPvDAAzVlyhQdcsghOu+881RSUqLs7Gxde+21euihhzRixAgrxgkACIIvVcmJegvAbpEGA06sQ0OVpzwNtXsYcDhqLWCOYAFztHzrSSqFy0yHATeLOljetWuXPB6PnnjiCZ1++unq1auX91Sh5s2b68ILLzR9kAAAd2Fe5vhRbwHYga5lpBJqLWCu2gFzIrqXnRguc/YLUknUwfInn3zi/f/Dhw/XoEGD1LNnT61fv16S1LJlS/NGBwBAiqLeAnAC5lpGMqPWAtYwK2CuEUm47MSAGUgFUQfL9evX1z/+8Q/t3LlTknTTTTcpLy9PZ555phYvXqyMjAzTBwkAQKqh3gKwSyxdy8n0g55Os9RBrQWsFW/AnAzdy6H4bg/TYcCtoq6UBQUF+umnn/Thhx+qf//+kqQ///nPatq0qS699FK1bdvW9EECAJBqqLcAnKJwMFMcITlRa4HEqAmXa8LSaOtK7XA5VIDsu6ydwo0TSBZRdyxL0iGHHOItvDVOO+00/fe//9W6detMGRgAwP04hTo+1FsAdnHzXMtDlWfq+qhlyY1aCyROTQdzrAcrk7l7GXCrmILlYI477jitXLnSzFUCAGxkVYeamwMLJ6DeAki0SMJVJ/2Iz9NQu4cAl6PWAhYaZFT/xaD29BiRLusGTIcBNzI1WJakhg0bmr1KAABQC/UWgNU4CIhUR60FLBZnwCy5v3vZ7ik7gHiZHiwDQLK5zu4BAADgAEwJAQCwRIwBs9O7lwmNkQoIlgEAAAAEFG3XspO7wgAADhdnwOy27uVAY+FiuXCbDLsHAABONCpF57NqPZGONACAew1VHvMrA4Db1YTL+dH9JqvdvRwsRI60y9kJCj0epqaCo9GxDABxSOYjyrFuWzK/JwCQinx/0LrtIn6xSoZtAADXM6GDOZLlrBRqDG4ItoFwCJYBAH5aT4wsHKazGQAAAIDl4giYpcjmXwYQG4JlAAAAACFF27VsFyunweBUZACwWRwBs53dy+Feu/bjnAEKNyFYBgAAAGAqur8AAJaxuHvZaTWsMEWv/wN3IFgGAAAAEBWru5aHKs/aFwAAuJuF3cs1y1mJ+ZWRLAiWAQAAAITFVBAAAMeJIWCuCZcTOfcyQTKSFcEyAMASTp6DEwAQv3D7eaedSgwASGI+AXPh4MhqVCQBsxVTY0QSMjPPMtwiw+4BAACSRyRfgOh4AwD3am0Yls/1yDQYAICYDTLUelD1vMS1w+VAv1UCzb0cKEiOdI7mUOhaRjKiYxkAAABATOhaBgA4UWvDqNPQEqqT2bczOVQXs111jQv4wanoWAYAAAAQsUR0LQMAYIaacNm3btWEy+E6mGuHyzWPRXoBwEhxEBZuRscyAIRwnd0DAADA4cycUz+eaTDMmkLD9wc+1wsAgOQQaDq+SDuYa9SEzYma0oJ5luEGBMsAAAAAohLNfPnRdGLlaWgswwEAIKxA02NI0QfMAPZjKgwAgCk4og4AMEOs4TKhNAAgEoGmx5AinyIDwH50LANAjAhSAQCpzLfri4v4AQDcJlQHczBmdzBTH+F2BMsAUMsoGy9IlCxHwIN9GYvm1GkAAJyC+gUAyStQwBxqegxpf8BsdTBMMxOcjmAZABA3vvAAAOhaBgC4WSwBs5S4kBlwIuZYBgAAABCT1oZRZ45KAADcLNAczKHmX/blGy6HOhuVEBrJgmAZABAXupUBADUKB4euC73yF9X5oT1UeY658B4/9AEANeIJmCVqClIDU2EAgIPw5QMA4Dbxzj+cp6EaqjyTRmOecKc+AwBSQ6xTZACpgGAZAIK4zu4BuADdygCA2mKda9mJ4TIAADXsCphbT+QisnAugmUAcKlQc3YlAqEyAKCGGV3LAAC4QbCAGUhFBMsAAFMF+1LFUXYAQChODZepXwCAQGoHzEyPgVREsAwAMaBbFwAAf7V/XIfCdBgAgGRREzB7L/ZndsA8iAOccK4MuwcAAIgNF/oDACQbO7uWqasAgHh5D7Lme8xZIaEyHI6OZQAAAACmi7VrGQAA1xtk7P+LZx2Aw9GxDAA+RnlMOrIMAEAKam0YKqSWAgCwX+2AOFw3M4EyXIRgGQBgOS58BACpqXDw/usSFAzqVqdLuVf+IhUM6mbDyELj4ksAAMsQHCOJMBUGADiEE39YR4sf4gCAYAcT3Tj1BQdGAQAAgiNYBoAArrN7AAAAJKFAB1GdEDg7YQwAAABuQ7AMAC6UDN3NAIDk5dvp63s2CwEuAABA8iBYBoAo1cwVicjwfgEAfHFwFAAAIDkQLAMAEIc9e/aoXbt2dg8DABwtXNcyncwIhVoLAID1Yqm3BMsAAFMEvXBfkl/1+I033lCbNm3sHgYAOE6oC985qWu5dqhdU8+4cJ9zUGsBALBeLPWWYBkAYBk7psGorKxUWVmZ319FRUXAZVetWqU+ffpo3Lhx3vumTp2qIUOGaODAgSooKAj5WmVlZdq3b59ycnJM3QYASEa1u5adFC4jOlVVVdRaAAAsFmmtleyrtxlRLW2j4cOHKysrSxs2bNDo0aPVokULv8dfeOEFLVmyRC1atNDSpUs1ceJENWvWzKbRAnCjUR6Pra+f6qcBV/6arkWje8W3kq+mal72PI0aNcrv7pEjR+r++++vs/iKFSvUs2dP7+3i4mKNGzdOX3/9tcrLy9W1a1ctX75cS5Ys0dixY73LHXfccRo1apSmTJmi/v37a86cOfGN2yGotQDM1towVGhxfR2qPOVpqKWvkUyWP9FNatI29hUsWa8D1sxQdna2393U2shQawEg+a1/+1it/y6O37bbGitnz56Ia61kX711RbA8Z84cbd++Xc8++6zmzZune++9Vy+99JLfMkVFRfr3v/+t9PR05eXl6YknnqgTLEhSRUWF9u3b571dVlZm+fgBuMt1dg8gjIJB3VI+hA6ld+/emjVrlt99GRmBy13//v21evVq7+0FCxaoffv28ng8ysrKUv369bV+/Xp16dJFb7/9dp3n79q1S//5z3/0ww8/6N1331Xfvn3N3ZgEotYCSITCwf5ns/jWNLqY3ePoo4/WkiVL/O6j1oZHrQUARKphw4bavn27333Baq1kX711xVQYn3zyiU466SRJUrdu3fTxxx/XWWbo0KFKT0+XVH1qVoMGDQKua8yYMcrOzvb+NW3a1LqBA0CEkvGHdOuJsmV+5fT0dGVlZfn9ZWZmRvTcoqIiv/qRk5OjoqKioMvfeeedOv7442UYhurXrx/32O1ErQVglWBzFdcEyvHWwHi6lTlQG5u0tDRqbQyotQCAaMRaa6XE1VtXBMu+b0ZWVpZ27doVdNnS0lJ9+umnuvnmmwM+PmzYMJWWlnr/duzYYcWQASQpO+YMdoOgF+5zmWbNmqmkpMR7u7i4OOzpp126dNHixYt11llnWT08S1FrAWA/LtxnHWottRYAYL1E1VvHTIVRWVmp0047rc79nTp18nszysrK1Lhx44DrqKio0G233aYnnngi6GTTmZmZUSX8AIDU0b17d91zzz2SpPLycu3du1dt28YxD6XDUGsB2MV3rmXf6TBqpr9wyjRPyXKg1MmotdRaAID1ElVvHRMsp6ena8GCBQEfmzNnjt544w1J0ldffeVNzsvLy1VaWqomTZpo3759uu2223TXXXepXbt2mjFjhi6++OJEDR9AEmo9kR+YsXJLZ/e0adNUUFCgzMxMHXPMMerbt69yc3OVm5ur0tJS5efnKy3NFSf3RIRaC8DJknFaKFBrfVFrAQBWsaveOiZYDuWMM87QnDlzNG7cOH3//ffeqxdOnTpVS5cu1aOPPqohQ4boo48+8k5U3aJFCwowANjJhvmVo3XZZZfpsssu87uvX79+6tevn00jsg+1FoDVwnUtJ5oTOqRTAbV2P2otAMAqdtVbVwTLkvTAAw/Uue/aa6/VtddeK0l67LHH9NhjjyV4VAAQnBWn9Ub7w9sppxbDHai1AOxiV7gcCPMrw0rUWgBAMkmec44AIA6jfu+gui7EMm6Z3sFXIkLl2tOFuPF9AgAkHtNNAQAAuBvBMgAkKad0fgEAUCNUN3Aiz7AJ9FoE3QAAANEhWAYAmyVlAOyC+ZUBAPZzWpjLNBgAAACRI1gGgADcPp2DXWG12983AID1nNK1XBs1DAAAIDoEywDgEk7tbOaHOAAAAAAAqYdgGQAiQHgaHu8RACBSvl3LtafDsLpr2c6uaAAAgGRCsAwAv7vO7gGYpKazOZE/nP1CZeZXBgDEyZbwl/oFAAAQFYJlALAIHVEAAAQXqmsZAAAAzkewDCDljfJ4gj7mlOkdas+vHGy+ZafOwwwAQLSsOEAbdJ10KwMAAESNYBkAwrAyXDYzCI5lXaYH0fwwBwBEIVzXMmf/AAAAOBfBMgBYINGdw44IlQEAAAAAQMrIsHsAAIDYmBEM0wkGALBba8NQ4e/TUhUOrnumUK/8RdbWPM62AQAAiAkdywAg6Tqf/++UeZVrWNFZbEm3Mj/MAQAW4UAoAACA8xAsA0CKqQmV+ZEOAHAK37mWE4qDogAAADEjWAYAAABgu5pwOdBF/KT4DohyMBUAAMB8BMsAYJNIpqMwe8oKyy7YR8cXACABYgmImVsZAADAGgTLAFLaqN8vFmSmWMNby0LfAOuncwsA4EThupal6GoY9Q4AAMA6BMsAUt514RexhVlBc8GgbpaH1gAAmCWS+ZYJjAEAAOxHsAwgpTktVDYzAE5YoMypxAAAG4QLl0M+Tu0CAACIW4bdAwAA+LM6DKbLCwDgdK0NQ8oPP11Vr/xFdepm2DpHqAwAAGAKgmUA8NF6YmJeJxmmpqiZ/7L1IHvHAQBIUoMiD5cBAACQeEyFAQApxOwf35HMgwkAgGPQrQwAAGAagmUAQNRqupUBALCUmUEwoTIAAICpCJYBAAAAOJcZgTChMgAAgOkIlgGkrEJP+HkboxXJ3Ml2za8cyTQYkYzNO7cy02AAABIlnmCYUBkAAMASBMsAAC8ugAQAcKxBRvQhMaEyAACAZQiWASAFmNWtXINuZQCAbSINiwmVAQAALJVh9wAAIJXYNQ1GJCIJn7loHwDAEWqHxvmewPcDAADAMnQsA8DvWk+0ewTWMLtbGQAAx4llmgwAAADEhWAZAExSO5wNd9spCgZ1i6pbmWkwAAAAAAAAwTIAJDEuxgcAAAAAAKxAsAwACeD2buUadCsDAAAAAACJi/cBSFGFHk9CXsfOQNnMbmUu2gcAAAAAAHzRsQwAKcqpXdQAAAAAAMD5CJYBwAROC2nDdSvXjJeL9gEAAAAAgFgQLANAFJwWIAMAAAAAANiBYBkAJLWeGPtznRY2060MAAAAAACsRrAMABFyWoAMAAAAAABgF4JlAIhSwaBujg2ZzexWrkG3MgAAAAAAqC3D7gEAgFs5NVwOJtpQuWYaDAAAAAAAgNroWAaAJBFNF3Kk6FYGAAAAAACBECwDQAqgWxkAAAAAAJiJYBlAyin0eOwegulCBcaxTtlBtzIAAAAAAAiGYBkAUgTdygAAAAAAwCwEywDgcnQrAwAAAACARCNYBpDyWk8Mv0ysAa2dfMcczYX9Ink/UG3u3Lm65pprdPPNN2vNmjV2DwcAgKRDrQUAwHqx1luCZQBwsWCBcVxB+KDU6VZetWqV+vTpo3Hjxnnvmzp1qoYMGaKBAweqoKAg7Do6deqkE044Qc2bN7dyqAAAuBK1FgAA69lVbzNiGi0AwHaRdiFH062cDCorK1VWVuZ3X0ZGhjIzM+ssu2LFCvXs2dN7u7i4WOPGjdPXX3+t8vJyde3aVcuXL9eSJUs0duxY73LHHXecRo0apW7duum0007T+vXr9e9//1sjRoywbsMAAHCIqqoqai0AABaLtNZK9tVbgmUASDKu7VYur5JGFsa5kj2al71So0aN8rt35MiRuv/+++ss3b9/f61evdp7e8GCBWrfvr08Ho+ysrJUv359rV+/Xl26dNHbb79d5/nr169Xx44d1bhxYxUVFcU5dgAAEmDCZknpcaygSGvar1F2drbfvdRaAAB+99ZP0luFcaxgi/bk7Im41kr21VuCZQBwoUinwEi1bmVJ6t27t2bNmuV3X0ZGZOWuqKhIDRo08N7OyclRUVGR2rVrF3D5devWadasWSouLtbf//732AcNAICLHH300VqyZInffdRaAADM07BhQ23fvt3vvkhrrZS4euuaYHn48OHKysrShg0bNHr0aLVo0SLgcg8//LCee+45fffddwkeIQC4XJLMrZyenq6srKyYntusWTOVlJR4bxcXF6tZs2ZBl7/kkktieh2notYCACKRlpZGrY0RtRYAEKlYa62UuHrriov3zZkzR9u3b9ewYcN0zTXX6N577w243IoVK7Rx48YEjw4AEotuZet0797dewXc8vJy7d27V23btrV5VIlBrQUAJAK1lloLALBeouqtKzqWP/nkE5100kmSpG7duumvf/1rnWV+++035efna+jQofrwww+DrquiokL79u3z3q49ETYAuFHcoXKSdCtHa9q0aSooKFBmZqaOOeYY9e3bV7m5ucrNzVVpaany8/OVluaKY7Bxo9YCAKxArd2PWgsAsIpd9dYVwXJRUZGOPfZYSdVt4Lt27aqzzIMPPqi77rpL6emhL0QxZsyYOhd1AoBYDVWe8jTU1jHEdbE+KWVDZUm67LLLdNlll/nd169fP/Xr18+mEdmHWgsAsAK1dj9qLQDAKnbVW8cEy5WVlTrttNPq3N+pUye/eUHKysrUuHFjv2XKy8u1fv16TZs2TTt37tQvv/yicePG6eabb66z7LBhw5Sbm+u9XVZWpqZNm5q+PQDcofXE+J6f6FA5kk5kpsBAMNRaAACsRa0FAKQSxwTL6enpWrBgQcDH5syZozfeeEOS9NVXX+mss86SVF14S0tL1aRJE73yyiuSpMLCQr377ru65557Aq4rMzNTmZmZFmwBAFgrUGBMtzKiQa0FAMBa1FoAQCpxxWRWZ5xxhg455BCNGzdOr776qsaOHStJmjp1qh544AHvclu3btXEiRO1Y8cOPfzww3YNFwASIlCoTLcyYkWtBQDAWtRaAECy8RiGkdLtamVlZcrOzlZpaamysrLsHg6ABCj0eLz/P5KpMOLuCjZB7cDYlFDZQd3KGzZsUJs2nSQtj3NNIzR6dDv985//NGNYMAm1FgCcoUmTJtq5c7qkI+NYy1vq2/dzzZgxw6RRwQzUWgBwhrPPPlsff9xX0p/iWMtqtWz5d23evNmsYVnGFR3LAJAITgiQg/EdmynjdFCoDAAAAAAA3McxcywDAEILFSgzBQYAAAAAAEgkOpYBIAQndzHXcPMUGAAAAAAAwJ0IlgHAhxuC5LgQKgMAAAAAABMQLAPA79w4nYQbxwwAAAAAANyPYBkAaqnpWnZ69zJTYAAAAAAAALsQLANAAE4PlaNGqAwAAAAAAExEsAwALsQUGAAAAAAAwE4EywBgoaHKM32dTIEBAAAAAADsRrAMABYZqjzlaaip6yRUBgAAAAAATkCwDAAWMTtUjhqhMgAAAAAAsAjBMgC4BPMqAwAAAAAApyBYBgAfTg1voxlXwaBudCsDAAAAAABLESwDgMNFG3b30kKLRgIAAAAAAFCNYBkAHIyL9QEAAAAAACciWAYAh3LqtBwAAAAAAAAEywBSVuuJdo/AZHQrAwAAAACABCFYBpByWhuhA1gndAozBQYAAAAAAHAygmUAcBhCZQAAAAAA4HQEywDgIITKAAAAAADADQiWAaQkJ86vTKgMAAAAAADcgmAZAByAUBkAAAAAALgJwTKA1BQmmE3UBfx65S8iVAYAAAAAAK5DsAwANokpvCZUBgAAAAAADkCwDAA2IFQGAAAAAABuRrAMIHXZFNQSKgMAAAAAALfLsHsAAJAqYp63mVAZAAAAAAA4DMEyAFgsrgsBEioDAAAAAAAHYioMAKnN4uCWUBkAAAAAACQjOpYBwCJMfQEAAAAAAJIVwTIADDKkfI9pq6NLGQAAAAA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GAMA9ZgPlfHODIM2tAABA4Zy4aN9ize5aZxmwgmDZx8ISKmeSK1T1OydC4OQ2ktv2askMupgBAHBI3Uc1tsBTWd0OlNPnIqnbTx8DF9gBAMA5bnUrA3YgWPapMIfK6YIcMkuZx2z255fpoM7JkJkuZgAAHFZn/OAwU5ib7X52SH2uqrqNgZyPAQAQRk50KwN2IliGrwQ9ZE6yM2zOtV2r26SLGQAAh1gIlL1e9iI1XI5SswMAAF5zs1vZj+srN8ZiZA8BQ7CcwqmrbMKcbKdkBlW2/bCyn2a7mTN1QhXaxcybPAAAOZgIlCX3u5TtwrwAAABnkFEhCAiWs8g3aXd6Ul/owUUUhP2UTLv2zUg3c65OpHxdzATMAABkYDFQ9qpL2eh8k/WVAQBwhtFu5aDnJORe4UCwjEAIW/eyG/IFzclwOVfXc64uZgJmAAA+YnLZC8m9i/MBAIDg8HO38mwt9uUyGvAGwbKP8elNT2HvXnZSIR3NZrqYCZgBAJHlYKCcel+nMM8EAABGESojVZHXAwgiN4PN9I5ScBBkl1y/V7l+74YuyfzpaWMs5uqFBgAA8ExdzPEuZT/O/9I/XOZDZQAA7JF6LF1It7LX84TZWmzr9vzcoY3c6FjOwy9dw34ZB6Il1+9dti5mOpgBAKFlYR1liWUvAAAAEC4EywXwS6ibay3cqOCAy32FHAxnWouZgBkAEBoOB8qp93VLVOeSAAD4DWf+IsgIlg3yS7BpdBxuXfzOiYMUv7zmUWckYJaOh8yNsRjhMgAgmCwGylKwu5QJnwEAcFcQlsEAUhEsFyjof7hujT/orxPyK7SDv1sXc/LAvJqAGQAQACYDZcnfXcpWsL4yAAD2C3K38mwt5kJ+4OJ9AIwzclGhbp+4WjhQBwDAaVYuRJtaG4N6cT4AAOCdIF3AjkAZSXQsoyBmT4XkoCncTK0/XhejcxkA4CtGr8SeLmhdyixxAQCA98x8mO2HeQSQylSw/OGHH+qZZ57Rb3/7W7366qs6fPiw+vTpoyFDhujKK6/UddddpzPOOMPuscImbh5MGHku3iCDycjBdBeWxgAKQr0FnJV+QGc0VA7LWsqZpO4Py2AgzKi1APwgSN3Kdqiq2xi4uREyMxwsP/3003r66ac1ceJEzZw5U0OGDFG/fv0Uj8fV1NSkV155RYsWLVLv3r01f/58VVRUODFuFChIHSnpY+VNJljoXgbsRb0FnONmoJx+fwD+Qa0F4BW6lREWhoLlhx9+WGeddZaWLl3a43t9+vRRnz59NGzYME2bNk379+/X/fffrzvvvFMnn3yybQNGfkEKk3NJ3Q/eQIPBdPcy4TLQDfUWcIbVQFkKfqgclnkiYBW1FoBfBLlbmQv4wVCwfN111+m0007LeZ/29nYVFxfrtNNO0/z58/Xuu+9aGiAKF+YDBULmYDHcvUy4DHRDvQXsRaBsHstgIKyotQC8YvZCwX6zWLM1W4u9HgY8VmTkzvkKryTNnTu36/9jsZgGDhxofFQwpKpuY6hD5XRR29+gMnxAXReO4grYgXoL2KMxFiNUBpARtRaAHxQ6L2FuAb8yFCyne+CBB3TKKaeouLhYxcXFKioq0uLFwfy04swfeD0CGEW47H8UP8AeYaq3gNOSYXKmQNnMWsqpyzwFPVRm7gRkR60F4IawdCsDSZaC5ZaWFr3xxhtqb29Xe3u7Ojo6NGvWLLvGBiAEDB1g07UMZES9BfLLFCZL5gJlSaYCZT+HymawDAaihFoLwG1erq3slyUswjZ3iiJDayynGzZsWI+LF9x6662WBgQYUVW3kTeiADB0UT/WWwZ6oN4C2WXr/DF7sGZ02Yv0xwAIJmotAKeZ7VYO2zyDM6jCxVKwPGbMGP34xz/WBRdcoOLiYknSkiVLMl5ZF84xfKE0wCP8rgLmUG+BnuwOlCWDH4SmPcbvjNZfupURNdRaAG7ysltZ6rzwntdoFAwHS8Hyd7/7Xb322mvq27dv123bt2+3OiaYENXAjjeh4Cnod5WuZaAb6i3QKVenj9uBcurjAAQftRaAk8K6trIfAmp4y1KwfNVVV+mJJ57odtsjjzxiaUBBM1uLffOHZPagKKg4mAMQFdRbRJ3TgbIU7lA5KnNDwApqLQC3GJm7ODHf8FOOheCzFCyXlZX1uG348OFWNgkbpL/xhO1gIkgHcsgsqh32gFnUW0SVE8tdJNGlnB3LYCCKqLUAnBLWbuUkguposxQsv/7665o6daouuuiirnWoVq1apQ0bNtgyuFRLly7Vxo0bFY/HddNNN6mqqqrb9x944AEdPHhQ+/bt05133qnzzjvP9jEEVbYDIL8He1E4cLNb8squXr2pGykoecNllsNAAGzYsEGvvvqqNm/erOuvv15XXnmlI8/jVr2l1sIPnOpOTrJyhhdzE8B91FpqLRBk6fMaO+YyrE0MJ5itt5aC5RUrVmjq1KkqKipS4qNOhoQDHQ3Nzc2qra3Vpk2b1NbWpnHjxmnLli0qKiqSJO3cuVOrVq3S7373O+3Zs0df/OIX9fzzz9s+jrDxyxtRlXpO1uo1wYORBFsyVE7+P58YAvlt27ZNM2bM0DXXXKM5c+ZIyn/Al2rChAkqKSnRSy+9pPPPP9+xcbpRb6m18JqT3cmS9SXD/DJvMoqL9sFr1NrjqLUAjMg097CjQZCsIJy8qreWguX7779fn/jEJ7rddsUVV1jZZEbr16/XyJEjFYvFVFZWpl69emnnzp0aMWKEJGnt2rUaO3asJOnMM8/Ua6+9pg8//FAnnHBCj20dPXpUx44d6/q6tbXV9vGiMJkC5dTvES5b41W4TKgNr7W3t/d4by8pKVFpaWmP+27dulUTJ07s+jrbAV9DQ4PuvffervuNHj1aCxYskCSNHTtWd9xxhx555BH90z/9kyP75Ea9pdbCC053J0vW1lFOfzyATh0dHdRaE6i1QLTY2a3s9zPO4YxCa63kXb21FCynF15J+vjHP25lkxk1NTWpoqKi6+vevXurqampqwCnf7+iokIHDx7UoEGDemxr0aJFXS8YvFWvCTnDZVjjVbhLqAyzWlXWrfPejEb9SIdeeKHH+/z8+fN1zz339Lj/9OnTu13xPdsB39ixY7Vs2bIej1+3bp2uvPJKnXrqqdq/f7+lsefiRr2l1sItboTJkj0XNQ56qGy1WxnhVKs5OkmDTT/+Xa3WCTtWqry8vNvt1Nr8qLUAvEYjmDse0+f0G11l+vFx7dQHH3yj4ForeVdvCw6W9+zZo1NPPVUnnXRSwRvfvn27Ro0aVfD9s6msrFRLS0vX183NzaqsrOz2/V27dnV93dLSogEDBmTc1ty5c1VTU9P1dWtra9b7Rol3n351P7gM+gGcX1AoEGWTJk3S6tWru91WUlJYuct3wJfuz3/+s7Zu3ar9+/fry1/+svlBp/Cq3lJr4TSnl7pIsiNQTt1OlLEMBrI555xz1NDQ0O02am1+1FogOqx2K1s94wrB16dPHx04cKDbbYXWWsm9elvwiAYPHqz77rtP1157rS644IKc921vb9cvf/lLnXrqqbYEyxMmTOhaH6StrU1HjhzRsGHDtG/fPg0aNEhXXXWVli9fLkl68803de6552Y8XUiSSktLs7aNh1lQ3ojyjZODvOz8ECb7YQxAcXFxxiu7FyLfAV+622+/3dTz5OJVvaXWwgluhckSgbJVdCvDiKKiImqtCdRaAF7jmD1YzNZayb16W3CwXFJSojlz5ujhhx/WP//zP2vcuHEaN26cKisrdeKJJ+rQoUPau3ev6uvrtXfvXt1555362Mc+ZmpQ6fr06aOamhrV1NQoHo+rrq5OjY2Nuvnmm7VhwwYNHz5cf/u3f6uFCxfq7bff1kMPPWTL8wZZUIJko1L3K6oHfmGR93e0mi4puC/TAd/w4cNdHYNX9ZZaC7tkCpOdCJKT7AqUU7cVBlZfD7qV4RRqLbUWCDvWVs4ubPvjZ27VW0NrLBcVFWnGjBn60pe+pGeffVbLly/X3r171dLSosrKSp177rn6h3/4B1166aW2D3TatGmaNm1at9s2bDi+Pu83vvEN258zaKL2B1pVtzFUB4BRErXfVfjX8uXLVV9fr9LSUo0aNUpTp07tccCXvFK7m7yqt9RamFbXeQCV2vXqZJgsESgDQUGt7Y5aCyCfKM1LyAbs41W9jSUS0W5HaG1tVXl5ueI/kMpSzjIK2h9ylP8Yg/azirqCf1fpWI6U3bt3a8TFF2rs4VWWttM480eaeerFmjdvnk0jgx26am08bul0LvhMXfaL8DnFifUGwziPsHrRPrqVw6t///464+U6nTTcwsX7frFaFz7zmlauXGnfwGAZtRbwBzu6lfN9eB7kuUuuOUpyPhL0ecjVV1+t3bddrgHTLFy8b8tOHfq7edq7d6+NI3OGoY5l+FOUQ2UEC6EyAASYB0Fykp3dyenbBAAAsIOdoXLUcK2H4CJYRqBF9U03iAiVASCAfBAmSwTKRljtVgYAAN6jgRBBYThYrqurU3V1tRNjARBSFEXAOOotPOFhkCw5FyanbxvZBf30U8AIai0Au7ixBAbgR4aD5dmzZ+v111/Xj370o67btm3bpsrKSg0cONDOsblqzz9K5zp8kRnYiwNE/zNcEOlWBrqEtd7Ch3wUJksEym6iWxlRR60FEDTMa+A3hi8HOHv2bO3fv1/Tp0/X0aNHJUlDhw7Vb3/7W33hC1/QQw89ZPsgkVvU3ljqq8dHbp+DiFAZsIZ6Cyc0xmJd/1QX8yxUTtby1M6c5D+7nyNKrL5+dCsjaqi1AOxgR7dyEt3KCBrDHcsnnniinnjiCd1xxx265ppr9Mwzz6iiokJf+MIXdPXVV+uCCy7QjBkznBgrcojCKRNROzgMMkJlwDrqLeyQfqCTZOWAxyynO5OzPQ8yo1sZoNYCsM6uUJn5C4LKcLB8+PBhxWIxPfjgg/re976nqqoq/fa3v9XAgQM1aNAg/f3f/70T40SBnFyb0Au8uQYPoTJgD+otjMoWIqdzI1TOVr+dnJtEfc5AtzJgHLUWgJ94meHM1mJJ0mLN9mwMCCbDwfJzzz3X9f933323Bg0apIkTJ2r16tUaPny4Bg8ebOsAYZ5bnUF2i/qBYVCZ+v0iVAayot4il0JD5FROBcq56rbTcw8/zRlma3FgDsboVgY6UWsBWOF2t7JT855kqJz8f6fmM0HJpGCM4WC5V69e+upXv6ra2lr169dPX/7yl3XKKafo4x//uJYtW6aSEsObhEsKeRNy4w/dTweBsAehMmA/6i0kcwFykttBspsHC36aS6QejHmFbmXAHGotALtYnXd5Fbr6YR6DYDNcKevr6/XOO+/od7/7naZPny5J+tSnPqUBAwbohhtu0PDhw20fJNzjpwM1+B+BMuAc6m10WAmPU7kZJHtx8OO3OYpfDsSM/izoVgaOo9YCMMuu+ZuX85tscxkvz8Liw+7gMfUR7MCBA7sKb9Lll1+u3/zmN7rmmmtsGRgAfyNUBpxHvQ0+uw460tkdInu5nEUuVg+2kmO386AtV6AcpOUwkjiAQ9RRawEYVmfPEhhJhcy1/PYBO5Bk67k9o0eP1quvvmrnJn2lqm4jf8yIvEIDhtSOqKFLRKgM2Cjs9dbvnAqLM3GiC9kvHcjZmJ1rubEPhXQpuxku060MOIdaCyAXO+ZofuxWBoyyfdGoPn362L1JX/DTAVeSH8fkNIJ9bxXyO5d+0EonFOCMsNZb19UVHhLbGco5tWxFutS6mXwP9+P8wWh9d3sfjB58BaVzmRoN5EatBdCDgbljIbyYlxEqw05cjaAAqX/oXnct+/Fg0E1ev/5Rle/3LlPYwsEqAK/Va4Ik+2qnW2GwWUEJkSVzHxRzUZvu6FYGAMBlNobK9dXjC67lbi3p5RXmKMFGsJyHXw7I/DIOPyBcdo+ZQFkiVAbgrmSAnPX7H9WMsNdSv++fV2Eyc4bMqNUAAIRfMkherNkFh8pBOOsK/kGwbILbwabfDxTdxgGi83L9zuX6NJGDVACuSe0YKbAu+GltYb9eLM9Oflgr2eqcwY9dPRLdygAAuM6jbmW7ZJrTpAfIfp33wN8Iln0uLAeXdiFUtib99yn99SRQBuBrNq9pJ/mrrgS95vshSE7y+ufq904f6jYAAN4wOkexMqfJFRS7PVcJ+jwX2REs+xh/eN15fZAYRIX+DhEoA/A1BwJlvwlizfdTkJwq7PMFupUBAHBZCC7Yl8rvH4AjWAiWs8i33AXr/LqH17lwRgpUrtNv8h2EEigDcE2eiTw1wnl2vMZuHUD54ffByYM1O15HajgAAAbYvASGW1jWAm4hWE7RONM/V3z3+hMsP/DDwaETCvnZGtl3s78rmR5HoAzAVwiVXWXn6+n2PMaJ3wUzB2R+6wCiWxkAAAscOGvOaDOY3fw2V0HwESzDd8IUFDhxYG33NgmTAfhSxEJlNy4s6PRr5sWH4n76PXD6QI1uZQAAgsuLC/YFDfOUYCJY9qmoven46cDQLLt+Xm6EC4V0MPGmDsAzEVhTuRB+r41ezlOcfm0KuXK639GtDACABR7PR524aF8hc5mgzXfgPYJleMbvB8y5uNFF5sQBO4EyAN8rYBIf5PoRdF5/6O3Gzz79YMwPB1h0KwMA4CKbQ+WoNQ6my7XvfBAefATLFjh9Ab/ktsP0BhTUMMCpn0Hq6+HUcxAmAwCs8MM8xK35Q2qo7IdA2SwO0gAAMM/r62951a0MmEGwHABuhI92C2qAnOTk6+z0z7PQg0nCZAC+Q7eyb/hhvuHlz9pPB190KwMA4J7GGN3KgBEEywHj1pIJhQjbwX0UwmSJg0sAQGZ+Oejxan6R7PAJeqicPieg7gMAUBg/hMphy1kQfgTLeQTh0yXeeMxzI0yuqttImAwANqDeOcfruY7XP9vZWuyrQBkAAHjHy2UwrGAZDHiBYDkHp9dQhjecDpOT27f7eYyul0iYDCBQPL7ydpRF/cwnv4bKdCsDAOCeZLeyXaEy3cqICoJlRIqdB8+ZLq5ImAwACBK3Q2U/HjCFJVQGAADm2L0EhkQtTyr0dSDLCC6CZZhi5U3Sq4NKM2POFB5b2V4hCJMBoCc/BpLIj5+be+hWBgDAuNRQOYzdykY+QHf7w3aj2Qf8iWA5TeNMY28mfl8uw4+fknnxmuV6HXJdENGN18/MmykHiwAAO+T6ANXK9mCeH+duAACEnZehsh2yra9s5PF+PIsL/kewHDAcbJiT70DX7deVMBkA4CfpddLoB7JOyFebwxhim52P0K0MAIBxflkCI4xzGkQHwXIebgeOBMfuCEKQLHFgCADwhhcHOMyBzOE0UgAAjPPLEhhOogMZbiBY9pif3nTcEpWDVcJkALAHXRzhFMU5UC52vR7MIwAAyM1PobJd89xkiGx1SQzAKIJluMZP6yo7wUrHEAeBAJCd369ngMIRJmfGEhgAALjDieUvpOAvgeFEd3Ohrwnzl2AjWIYr3HjDpCsZAAD/caI+++lADAAABJPX3cpO8vsyGCzlFR4Ey3BMGMNkupIBIDpSTyX0++Tcb5ysz2ELlQt9rdIPWulWBgDAmCAsgZG6LbfmPLO1mLkuTCNYhq0Ik7vjIA8AgolQ2Ti/deoEgZHXjNcXAADzghYqA0FBsPyRM+NxHSgvd/U5w/KmEbYwmSAZAIDCuVWjw9apbATdygAAmOdEqCzZOwfyMh/ycn1lBB/Bsof8uA5Podw6uHPr9SFMBgCPVSekOmcupmIGXcq5uT1/CWOobHYJjHTMQwAAyM6pi/XZ3a0MBBXBcgaNM+39FCsM3H7zc/qA1epC8RzEAYC7quo2MhH3CUJl66wsgcHFbgAAMCcqS2D4vUEidS5DthJ8BMs2sHKw68euZS8P4Jx8LehKBgDAGjfnLGEMlI2iWxkAAPP8tK5yNn7LgwCjCJZ9IHngFOUOIKf2nTAZAAB7sJayPawsgUG3MgAAhfHbusqZ5je5thX2+RDCg2DZR5zqXrb6hmRkTGaey+59NnvQRZAMAIC3wn4QZWeozLwFAIDMnAqV7VwCw6kP7I0sgzFbi7lwHywjWE4xNJFwbGH3QqW/4Tgd6hp9jkK2ZWQcdj23mTCZAzIACBbWWQ4nfqbdFfJ6MIcBACAzv12sLxO/BK9+X4sZwUCwbJHTB0N2bd/NNy63DvwJkwEgZKoTUp23H/AiO7vPrIpaoFzIa5dteTSWwAAAIL/0UNkP6yqbme+YnSM51YFsJy7cFz4EyyYF4WDIq0/BjLw2Rju0jR5Y8UYFAIB9rIbLTsyfkuPx89zMSqicjrkNAAA9BSVUdjKn8XuojHAiWA4Jv5xKYVau8RMmA/CzDz74QGPHjtXrr7/u9VAAV6QeJOWbfxgNe6u0ofNxmpD/vmnPHeSlUnKNm84egFoLIDcnQ2U7Hxv03KYQUdjHMDNTbwmW0/hhneV8/PyHavgAMsu+GAmTOcgC4KUnn3xSw4YN83oYodI4M/sBQZDDwzCy42eRDJMLuq+P50DZGAnfWQIDyIxaC6BQdofKbq+rzDwXXjJTbwmWTXDjDz2IB052XLSv0AMowmQA2bS3t6u1tbXbbSUlJSotLe1x323btmnGjBm65pprNGfOHEnS0qVLtXHjRsXjcd10002qqqrK+lytra06duyYevfube9ORFl1Qprp7w94YZ9MoXK2buUgzo2shMrpmPvATzo6Oqi1AHwhtTHQL6Gy0SU/o4KzsIwrtNZK3tXbwATLd999t8rKyrR7924tXLhQp59+erfv/+IXv1BDQ4NOP/10bd68WUuWLFFlZaXp58vVLeWUIL7ZuNWhzJsOEH7tfy3WxoXZC11BXl6qF8pf0IIFC7rdPH/+fN1zzz097r5161ZNnDix6+vm5mbV1tZq06ZNamtr07hx47RlyxY1NDTo3nvv7brf6NGjtWDBAj3xxBOaPn261q5da23cPuF2rc3FizoMdxUaKgdxfiRZXyaEgy84ZcuD46X+w81voGGnTtixUuXl5d1uptYWxk+1Fgg6J0LlJC9CZbqVw2PnsvO08zULx7b7+6r3Bx8UXGsl7+ptIILltWvX6sCBA3rkkUf0wgsv6K677tKjjz7a7T5NTU364Q9/qOLiYi1evFgPPvhgj2BBko4ePapjx451fZ2e/rspqAdKdn76litQ5iAKgBmTJk3S6tWru91WUpK53E2fPl3bt2/v+nr9+vUaOXKkYrGYysrK1KtXL+3cuVNjx47VsmXLejz+8OHD+s///E/t2bNHzzzzjKZOnWrvzrgoSLWW5TCCLz1UtiNQDtLvBJ1MCLpzzjlHDQ0N3W6j1uYXpFoL+J1TobLdF+uLEuYz9urTp48OHDjQ7bZstVbyrt4GIlh+7rnndOmll0qSxo8fr5tvvrnHfWbPPn71y46ODlVUVGTc1qJFizIW5lRDEwmpzv7TcIP+R5Z8g7VjPzIFygTJAOxQXFyssrIyU49tamrqVj969+6tpqYmjRgxIuP9//Ef/1GbNm1SIpFQr169TD2nX7hda3NJXu+AruXwynVxPjPzDL8dyOXah0JCZbqV4XdFRUXUWhP8VGuBIAtKqEy3MqwyW2sl9+ptkekRuij1xSgrK9Phw4ez3jcej2vdunW6/fbbM35/7ty5isfjXf8OHjzoxJAzCvobhd3B+NBEots/APBaZWWlWlpaur5ubm7Oe/rp2LFj9corr2jKlClOD89RYam1CLaohcr5MD9CGFFrqbWAFU6GynYKemMhgs+teuubjuX29nZdfvnlPW4fM2ZMtxejtbVVffv2zbiNo0eP6o477tCDDz6YdbHp0tLSrAtdd1OdvWuZU3AtqO48QBpa7fE4ACCDCRMmdF3ooK2tTUeOHNHw4RbWofQZ39XaAmTrWo5iLba6Zq+fReGU00I7mQq9kDEQVNRa/9VaICicDpW9ulhfkOYzZnE2lvvcqre+CZaLi4u1fv36jN9bu3atnnzySUnSyy+/3JWct7W1KR6Pq3///jp27JjuuOMOfetb39KIESO0cuVKXXfddW4NH9lU84YBwL+WL1+u+vp6lZaWatSoUZo6dapqampUU1OjeDyuuro6FRUF4uSeggSp1iaXw0Dhghq2hylUzrYvZkJlDroQFtTa4/xWa4EgIVT2Nzq0vedVvfVNsJzLVVddpbVr16q2tla7du3qunrh0qVLtXnzZv3gBz/QrFmz9Oyzz3YtVH366ac7WoDNHrxZWbMnMAiTAQTEjTfeqBtvvLHbbdOmTdO0adM8GpF3/Fhr0V0hc4gghctW5kNB2UfJ3JqLhMoIE2rtcdRawJywhsqAnbyqt7FEItoz19bWVpWXlysej2deFDvPRfzMHtgE4Q0n36mYXW/oBMkALNq9e7eGnXexdNdhaxtaNVMLP3mq5s2bZ8u4YI+8tTaLQg4ighQw2iUMS2KEqUs5KX2fco2VbmV4pX///jr0hZel/hZOhW34haYmntHKlSttGxesM1trAb9LP4PNrmDZ7lDZzLb8PK8xKte+p2dLYZ/nXH311VrT7zbpfAuB7v4tGvzrv9PevXvtG5hDAtGx7Kkcay1Lx/948r0h+DlINrqWX9jfBAAA/sByGJkF+SAkrF3KVkPlVMyzAADoFOZQOUyM7DvznPAhWLZJUN5EzF4Qhj9+AICXsl3ED+Hn50A5EzOhcnJ+xnwLAIBOQVn+wuy2ss0XqrRB9ZpgeHuAVwiWC5Gna9nPCJIBAGEWpDWFoy6sp4eG4ew1AAD8xOlQ2c7H2x0qA0FDsFyogITLBMkAgDBJXQ6DruVoCEqgnMpKqEy3MgAAx7kRKtsVBtv5oXFYQ2WuIRF+BMtG+CxcNhsiS/xBAwDCI71rudAOUvhD0H9OVsc/dIm4EDIAAIpGqJxxWymhctCWweCMLBAsG+VhuGwlSJYIkwEAwUTXcjgEPUA2iwMuAADyi2qoDAQdwbIZLoXLdCQDAFCYTGsts/4yvFbQgSfdygCAiItyqBzkbuV8rDZHIhgIls1yIFwmSAYAIL9cXct0h8IvCJUBAMgvSKGyk5wMlWdrsRZrtu3bNfK6klmFF8GyFakHAyZDZjNhMn+QAICoSV0OI5tMk1u6luEFQmUAAPJLzu3sXubMqVDZyW5lJzkRKgNJBMt2MRAyFxomEyADAJBZUNdaLuSAhCA82OiaBwAgv6iHyt3uE8BuZSCJYNkJeTpQhla7NA4AAEKkkK7lTPzQtWzkYCR5X6/HDOMK/jnTrQwAiKo6ZwJlKXihctjWVE6V2lBJ02S4FXk9AAAAADOMLCcVxC7SqrqNXf8QIoTKAICosvk6VamCFiqnP4dT8z2nupWZnyKJYBkAAARGVDsemLz7H+sqAwCQg0uhsp2PdzpUdrqBYLYWO7ZtIImlMAAAQGAZWWu50CUxsk3wrRy01FePt3zgwBIZ/kXwDwBADi6GykZrspehstO8WluZZTCihY5lAACAAvglPPTLONCJdZUBAMghQqFyoYI+lwv6+GEvgmUAABAo6Z0Pbq61bOXxdnYaM6H3B0JlAABycChUrq8e71iobIWVM+PsxjIYcAvBMgAAgAGEy5AIlQEAyMnBUDmdnaGyU0tgROWCzCyDET0EywAAIHC87Fq2ug3C5eDjdQcAIAefhsqZOp3NbivfuIxu1+4OaqfWV2YOhHQEywAAIHLCFC7DXYUeHNZXj6dbGQAQLXUxX4fKuXgZKgNBRrAMAAACyUrXci5GQl+r4TIBc7AY+XlXaYODIwEAwGdcXE9ZIlT2I5bBiCaCZQAAEEl2TfatbodwORgK/TnXV48nVAYARIuLXcpS+EJl5oIIMoJlAAAQWE51LRtlR7jMQQUAAAgcn4bKTs6totqpHNb9gjUEywAAILKyTZDNHIjYMdlOHgQRMvsLS2AAAJCBj0PlQhiduxUyRzOzzTBgGYzoKvF6AAAAAFYMTSTUGDt+YNM4Uxq6pPDHV9VttG1Sb+e2UreTfpASloOQIDB0gMjF+gAAUeFAqJxrfuOHUNmLbfpZffV4uphBsAwAAJCJ2cmyneFy6ljgPkJlAAAycDlUtvvxfgiVgybT/iVv82opOvgDS2EAAIDAs7rWst0HA2E/uIiCXD/DHgeYhMoAgCioi9keKtuxvISTH8A7FSoHvWkg2/hZBiN6CJYBAEAoOBEuW5n0Ey4HV75Qudv3CZUBAFHgUZdyvppsdK5m98X/gjrfm63Flh4f1P2G/QiWAQAAHMKkO3gMhcoAAERBAaGykYDX6oWKzT7e63WajW7fSYs125btcNE+ECwDAIDQ8FvXcrZtwp8Mh8p0KwMAwq7AULmQ+Y6VQDn5WKdD2SiEykZxEWnkQrAMAACQgnA5mgiVAQBIkydUTga9hYbKZrgRJht9niiFypkwr0UqgmUAABAqVruWJefCZSbi/kSoDABAmgJCZamwC+v5OVA1Or6oz+VSXyuWwYAklXg9AAAAAKc1zpSGLjH2mKq6jY4cCDm1XZhDqAwAQBobQmU/znW8PAPNj69HIVL3mWtNIBM6lgEAQOg41TVh10EBk3J/IFQGACBNgaFytu/5vUPZrCiGyrnQrYwkOpYBAEAoDU0k1Bg7fnBkV9eyXd0ayW2E8WAj6DL+TAiVAQBhZzBUjsIcxuqcLyyvEd3KyIaOZQAAgBycWG853/bhvGyve8bTewmVAQBhVhfLGSqHtQs5H0Ll/OhWBsEyAAAILTsu5CcRLoeNoVAZAIAwI1DOiFC5+9l1qa+H2fk0wolgGQAAhBrhMlLle51ZVxkAEBl5QuWoIlQGCkewDAAAUCCnw2U4i4v1AQDwkSyhcpS7lCVC5VSZfhe4aB/SESwDAIDQs6trWcoeLttxIEHXsnMIlQEA+EiOUDnKCJUzY36KXEq8HgAAAIAbhiYSaowdP5BqnCkNXWJuW1V1GzMePHDFbH8iVAYA4CMZQuWwBqJGeBEqpz9nkH4OdCsjiY5lAAAQWXZ3LkucQuo3hMoAAHyEUDkjP4TKfsVF+5APHcsAACAy0ruWnZQ8yDB64JCtGxrGESoDAPCRtFCZuUYnt0PloATKudCtjFQEywAAIFLsXhJDyn1Qkfq9MBxMBAWhMgAAH0kJlQmUjyNULhzdysiGYBkAAESelXBZKrzLOFcXMwd69jF84EaoDAAIqXpNUFXy/5lrdHEzVC7kufz4s8k0brqVkY5gGQAARE6mJTHcCpclfx48hEW+g7ce3cqEygCAkGPe0Z2VUDlKXcpAIbh4HwAAJj3//PP6/Oc/r9tvv107duzwejgwyImOCw4evEWoDIQPtRYwr14TvB6C7/gxVPZ78J9cBoNu5XAzW28JlgEAkbVt2zZNnjxZtbW1XbctXbpUs2bN0owZM1RfX593G2PGjNGFF16oQYMGOTlUuMSO9eMIl71RSKjcDaEy4ApqLeANQuWe/Bgq+1XQxx9FXtVblsIAAIRKe3u7Wltbu91WUlKi0tLSHvfdunWrJk6c2PV1c3OzamtrtWnTJrW1tWncuHHasmWLGhoadO+993bdb/To0VqwYIHGjx+vyy+/XDt37tQPf/hDfec733Fux+AIJ5bEkIwtiwHrCJUBd3V0dFBrAR8jVO7JbFDqdKDs9/ki3creKrTWSt7VW4JlAIA/tHVI8xstbuQDvVD+qhYsWNDt1vnz5+uee+7pce/p06dr+/btXV+vX79eI0eOVCwWU1lZmXr16qWdO3dq7NixWrZsWY/H79y5U+eff7769u2rpqYmi2OHV5wMlyX/HzAEHRfqAwx6YK+kYgsbaNKOkTtUXl7e7VZqLeAPhMr2iVqXMmz09DvS040WNvC2Puj9QcG1VvKu3hIsAwBCZdKkSVq9enW320pKCit3TU1Nqqio6Pq6d+/eampq0ogRIzLe/4033tDq1avV3Nys2267zfyg4TmnwmWJ7mUnGb3KepU2ODkcIDLOOeccNTQ0dLuNWgt4j1A5Mze6iM2Eyn6dH6bvC93K3ujTp48OHDjQ7bZCa63kXr0NTLB89913q6ysTLt379bChQt1+umnZ7zf/fffr5///Od67bXXXB4hAMAPiouLVVZWZuqxlZWVamlp6fq6ublZlZWVWe9//fXXm3oev4p6rXU6XJb8ewARRITKgHeKioqotSZFvdYCbiNUtsaOeTDMM1trJffqbSAu3rd27VodOHBAc+fO1ec//3ndddddGe+3detWvfnmmy6PDgAQFhMmTOi6Am5bW5uOHDmi4cOHezwqd1Br3cEpkvYgVAaCi1pLrYUz6Fbuyci8q756vKmlL8I2t+uxPywhFlhu1dtAdCw/99xzuvTSSyVJ48eP180339zjPh9++KHq6uo0e/Zs/e53v8u6raNHj+rYsWNdX6cvhA0AiI7ly5ervr5epaWlGjVqlKZOnaqamhrV1NQoHo+rrq5ORUWB+AzWMmptJye7lpNYGsMaowdwhMqAt6i1x1Fr4RRCZfPMzsmsBMqBmQcSKgeKV/U2EMFyU1OTzjvvPEmdbeCHDx/ucZ9//ud/1re+9S0VF+e+EMWiRYt6XNQJABBNN954o2688cZut02bNk3Tpk3zaETeodYe51a4LAXowMIHjHYdESgD/kCtPY5aC6fwoXVm9dXjs84frLxeYQ2Vw9Z9HTVe1VvfBMvt7e26/PLLe9w+ZsyYbuuCtLa2qm/fvt3u09bWpp07d2r58uU6dOiQ3nvvPdXW1ur222/vcd+5c+eqpqam6+vW1lYNGDDA9v0BAMBvqLWFcyNclgiYC0WoDCAoqLVwXV0s/30gyZ75VmRCZbqVUSDfBMvFxcVav359xu+tXbtWTz75pCTp5Zdf1pQpUyR1Ft54PK7+/fvrV7/6lSSpsbFRzzzzjObMmZNxW6WlpSotLXVgDwAA8DdqrTFuhcsSnUa5ECoDCBJqLVz1UajMHCI7u14bL7p5U5/TyZ8xncqwIhCLWV111VUaOHCgamtr9dhjj+nee++VJC1dulTf+973uu63b98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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_section(eqfam2[-1], \"|F|\", norm_F=True, log=True);" - ] - }, - { - "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [], - "source": [ - "iota_grid = LinearGrid(\n", - " rho=0.5\n", - ")\n", - "iota = jnp.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", - "grid = get_field_line_grid(eq,iota,n_pol=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_973994/1393643024.py:23: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 58.1 ms\n", - "Timer: Objective build = 71.3 ms\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Building objective: self_consistency R\n", - "Building objective: self_consistency Z\n", - "Building objective: lambda gauge\n", - "Building objective: axis R self consistency\n", - "Building objective: axis Z self consistency\n", - "Timer: Objective build = 338 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 59.6 ms\n", - "Timer: Objective build = 71.8 ms\n", - "Timer: Linear constraint projection build = 1.61 sec\n", - "Timer: Linear constraint projection build = 257 ms\n", - "Number of parameters: 1454\n", - "Number of objectives: 3078\n", - "Number of equality constraints: 3078\n", - "Number of inequality constraints: 0\n", - "Timer: Initializing the optimization = 2.40 sec\n", - "\n", - "Starting optimization\n", - "Using method: fmin-auglag-bfgs\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", - " 0 1 1.062e-02 5.811e+02 2.346e-02 1.000e+01 0.000e+00 \n", - " 1 10 9.402e-03 1.221e-03 1.526e-05 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 2 11 9.402e-03 2.298e-12 5.486e-15 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 3 12 9.402e-03 9.247e-12 2.209e-14 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 4 13 9.402e-03 3.706e-11 8.840e-14 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 5 14 9.402e-03 1.483e-10 3.537e-13 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 6 15 9.402e-03 5.932e-10 1.415e-12 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 7 16 9.402e-03 2.373e-09 5.659e-12 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 8 17 9.402e-03 9.491e-09 2.264e-11 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 9 18 9.402e-03 3.796e-08 9.054e-11 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 10 19 9.402e-03 1.518e-07 3.622e-10 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 11 20 9.401e-03 6.073e-07 1.449e-09 1.352e+03 2.089e-02 1.000e+01 0.000e+00 \n", - " 12 21 9.399e-03 2.428e-06 5.795e-09 1.350e+03 2.088e-02 1.000e+01 0.000e+00 \n", - " 13 22 9.389e-03 9.688e-06 2.318e-08 1.344e+03 2.088e-02 1.000e+01 0.000e+00 \n", - " 14 23 9.350e-03 3.838e-05 9.272e-08 1.321e+03 2.087e-02 1.000e+01 0.000e+00 \n", - " 15 24 9.203e-03 1.477e-04 3.710e-07 1.228e+03 2.083e-02 1.000e+01 0.000e+00 \n", - " 16 25 8.700e-03 5.026e-04 1.486e-06 8.849e+02 2.066e-02 1.000e+01 0.000e+00 \n", - " 17 26 7.563e-03 1.138e-03 5.985e-06 3.488e+02 1.978e-02 1.000e+01 0.000e+00 \n", - " 18 27 5.650e-03 1.912e-03 2.118e-05 5.449e+02 1.662e-02 1.000e+01 0.000e+00 \n", - " 19 28 4.607e-03 1.044e-03 2.149e-05 3.978e+02 1.366e-02 1.000e+01 0.000e+00 \n", - " 20 29 4.221e-03 3.859e-04 1.045e-05 2.226e+02 1.222e-02 1.000e+01 0.000e+00 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 4.221e-03\n", - " Constraint violation: 1.222e-02\n", - " Total delta_x: 7.240e-05\n", - " Iterations: 20\n", - " Function evaluations: 29\n", - " Gradient evaluations: 21\n", - " Hessian evaluations: 0\n", - "Timer: Solution time = 19.5 sec\n", - "Timer: Avg time per step = 929 ms\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.062e-02 --> 4.221e-03, \n", - "Maximum absolute Force error: 1.818e+06 --> 9.738e+05 (N)\n", - "Minimum absolute Force error: 2.306e+00 --> 1.429e+01 (N)\n", - "Average absolute Force error: 3.595e+04 --> 2.437e+04 (N)\n", - "Maximum absolute Force error: 7.130e-02 --> 3.819e-02 (normalized)\n", - "Minimum absolute Force error: 9.042e-08 --> 5.604e-07 (normalized)\n", - "Average absolute Force error: 1.410e-03 --> 9.558e-04 (normalized)\n", - "Maximum absolute Force error: 1.818e+06 --> 9.738e+05 (N)\n", - "Minimum absolute Force error: 2.306e+00 --> 1.429e+01 (N)\n", - "Average absolute Force error: 3.595e+04 --> 2.437e+04 (N)\n", - "Maximum absolute Force error: 7.130e-02 --> 3.819e-02 (normalized)\n", - "Minimum absolute Force error: 9.042e-08 --> 5.604e-07 (normalized)\n", - "Average absolute Force error: 1.410e-03 --> 9.558e-04 (normalized)\n", - "R boundary error: 0.000e+00 --> 7.761e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 7.758e-18 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n" - ] - } - ], - "source": [ - "eq2 = run_step(1,eqfam2[1],grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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dqF27dnrrrbe8r3/77TcddthhtQ7cgs0X6L3jjjtO7777bshlA05BraXWUmsrUWufDPr9RFtrgznhhBN8xnL0eDzat2+f9/WsWbN06KGHhr08wM6ot9Rb6m0l6u2TQb+faOvtO++8o+zsbK1du1YpKSk6/fTTNWTIEI0YMSLge8cee2zAzyB+eHhfAt1///164IEHVFhYqJ9//lkejyfgVZ+1a9cqJydHjz/+uM4//3y1aNFCL7zwQkTrW758uSTp2GOPjbnt1aWlpemee+7RmDFjVFFR4XfcuS+//FLHHXecpMqHCXTr1k3dunULutxFixbpoIMO8hnXJ5AbbrhBr7zyimnt9Wfu3Lk655xzvK8rKip07733qnfv3urYsWNYy6hu7dq1tXbG7du316ZNm2rNO3nyZB1++OE6+uijtXXrVu9g9vPnz/cWKqmy+Hbv3l2vvPKKVq9ercMPP1xSZQH5/vvvfZZZUFAQ8irj+vXr1bJlS+9VVklaunSpxowZo7Vr1+rVV1/VzJkz9dprr2nWrFkaM2aMtm/fLknKz89Xy5Ytw/ouOnTo4O1VsGzZMnXq1Elz587V3r171b9//7CWIcnnZE2SunbtqrZt26qwsLDWvIsXL9aWLVt05ZVXqn79+t6Dp88//9x7ZXjevHk+44L5+80C/TaStHLlSlVUVCglJUV79+7VypUra7XjsMMO09ixY4P+VS+8UmVvjfz8fO93PW/ePF166aWSKsdzrHqISbD5Ar0X7DOAE1FrqbXU2krU2vjU2mBOO+00lZWVaffu3ZKkvLw8n+961apVyszMDLkcwAmot9Rb6m0l6m186q1hGOrVq5c35M7Pz1fnzp2DvhfsM4gfeiwn0NNPP60XX3xRw4YNU1FRkaZOner3qo9hGHr00Uf11FNPeXeCV155pSZOnKivv/5ap5xyis/8U6ZMUU5OjiRp+vTpWrt2rcrKyvTdd99pwIABGj58uOnbctNNNwUdLH/RokU6+eST9dJLLykvL8/vAwFqCudWoSrHHHOMnnnmGe+OLtb2Vvfll1/qvffe09KlSzVr1ix9/fXXKi8v19q1a9W2bVvl5ORE/BTvn376ye9vfe6552ry5Mm6+OKLvdO++uorXXPNNT5P3v3rX/+q7OxszZ8/X+3atfO2s+pWm0MOOUQVFRXefy/Vb8GpsnjxYp1xxhlB2/niiy96r2hWady4sTZu3KisrCydfvrpev3115WZmalrr71W+fn5mjdvnrp27epT2J977jlNnDhRS5cu9bue4447TpdffrkefvhhrVmzRmVlZWrYsKH3VtFQFixYoPHjx+u7775T8+bNfa68Dhw4UIcddpjP/Lt27VK9evV02WWXqX79+qpbt653+i+//KJVq1Zp2bJlKi8v11NPPSXJ/28W7LeRpBkzZnh7DXTu3FkffvhhWNsTSnp6up5//nmNGjVKnTp10vLly71X3idMmKCzzz5b7du3DzpfoPeCfQZwImptcNTaStTa0Ki1/mutJL300kv67LPPtHXrVt19993661//qt69eystLU0vv/yyhg8frmbNmmnz5s0aN26cdx0NGjTgwbhIGtTb4Ki3lai3oVFv/dfbyy+/XDt27NATTzyhsrIybdiwQZMnT5akgO81bdo04GcQR4ke1NmNIh0E3+k2b95sdO7c2e97wb6Ldu3aGd98803Y6/n444+N999/P6xlhxLtZ8P93MMPP2xs27bN73uXXXaZ8ccff4RcxsaNG40mTZoYTzzxhDF58mRj9erVxnvvvWdMmjTJ2Ldvn5GTk2PMnDnTMAzD6N+/v7Fx40afzw8YMMDnwRA1275r1y4jOzvb77qvuuoqwzAM45NPPjEGDx5s5OXlGYZhGFdffbWxadMm48UXXzQ++ugjY9OmTYZhGMb1119v3HXXXSG3qby83Jg0aVLI+WI1bdo0Y8yYMX6n33bbbX4/E+w3A2A/1Nr9qLW1UWuptQDMQb3dj3pbG/WWegv3occyTDd//vyQtwb5E84thtX16dNHgwcP1t/+9reI15Vov/76qw455BC/791555169dVX9Y9//CPoMubPn69zzjlHd955p3da9Vurrr76aj355JNKTU3V8ccf73OVdcuWLapXr573gRP+vPzyy7rhhhv8vte0aVPNmDFDBx98sK666ip9/fXXWrZsma6++mo1b95cderU0S+//KJTTz1Vs2fPVl5enj799NOg2yNV/uZVV6njZenSpXr++efVoUMHn7G5qk/fu3dvrTGdgv1mAGA1am1t1Fr/qLUAED3qbW3UW/+ot3ArguUESE9Pr3XrRrJatGiRxo0bpwYNGmj58uU64YQTfN43+7vo3Lmz1q1bpzZt2sS07Gg/G87nVq5cqZNPPjng+6eeeqoKCgq0cuVK79hd/ixbtizo2LcNGjTw3hpWc/ysiRMn1hqwvmbbt27dGrAQVr+NU1Kt7an+0IhTTjlFubm5YT3sZtmyZWHfIhatTp06aebMmWFPl0L/ZgDsh1q7H7W2NmrtRSHniwW1FnAP6u1+1NvaqLcXhZwvFtRb2JHHMAzD6kYAiJ9t27bpgAMO8HmSLAAAMA+1FgCA+KPeAvZDsAwAAAAAAAAAiEjoR44CAAAAAAAAAFANwTIAAAAAAAAAICKuD5YNw1BJSYkYEQQA7K2fx6OuHg/7awei1gKAM3z33Xc61uNRUVGR1U1BhKi1AOAMO3bsUHuPR3l5eVY3xRSuH2O5pKREmZmZKi4uVkZGhtXNAQD4UVpaqkMyMlQq6aNZs3yeDg37o9bCTvI9HsvW3crdh91wgKM8Hm2Q1FPSZ/x7dRRqLQA4Q0+PRwskHSUpLwlqret7LAMA7O+ijAw1knSOpBv69KE3DoCw5Xs8Pn92aovV7QGqy83N1RZJV0r6UtLOnTutbRAAAElm27ZtWijpKkk/Sfr2228tblHsCJYBALZWVFSk+ZLOlHSipGJJ06dPt7RNAOzLacGtk9qK5GUYhq7p1UvdJbWWdISkvx10kMWtAgAgufQ97DC1k9RK0imSrjjpJGsbZAKCZQCArfWtX19NVVl80ySdLumfl1yi8vJyK5sFwEaSJZx1WiiO5DFr1iztkNTlz9dnSFoo6ddff7WuUQAAJJENGzboO1Wez0qVwfIvkubPn29Zm8zAGMuMRQUAtrVjxw41a9xY10hq/ue0CknPSOoh6T13lzDHoNYiXswKX1tNCLGewaasJmqMzYx4MgxDzVNS1FlS9X5T70qqJ+lr/v05ArUWAOyt85/HrX+rNu0rST9Iyq+okMehnQrSrG4AAACB/K1xY7XS/lBZqrzV5gxJn0kqKytTenq6FU0DYKFYA+VQQbJkfZhcXdX2tpogaRAhH8z13nvvqVSVw01Vd4akZyVt2rRJLVq0SHzDAABIEmvWrNEKSTUPL7tI+lrSJ598oj59+iS+YSagxzJXdgHAlrZt26aWhx2mmyQdWuO9CkkvSOos6UN3lzFHoNbCLNEGyk4LkkPxbg8hM2JUXl6uw9LS1ENSRz/vfyDJI2kxtdb2qLUAYF8neDyqK+lcP+99I+k7SZsd2mvZMT2Wp0yZokWLFqm4uFhXXHGFevbs6fP+nDlzNH/+fO3bt08rVqzQtGnTLGopAMAMVQ82qBkqS5W9lnur8oS3tLRUderUSWjbkhW1FnYVTaAcLEx2UojsT1X7W+nP74WAGVG6LC1NHknHB3i/p6QcSWvXrtVRRx2VuIYlMWotALjLihUr9KOk2wO8f6KkLyVNmzZNl1xySeIaZhJH9FguLCxUr1699O2336q0tFRdunTR8uXLlZJS+ezBnTt36oYbbvAW3RUrVuj44/0fHpWVlWnfvn3e1yUlJWrSpAlXdgHARjZs2KCjjjhCt0hqEmAeQ9LLko6R9LH9S5ntUWthR2YGyk4Pk0NhmAxE6o8//tChBx6oPqqspYH8T1KxpOXU2phRawHAfdp7PDpE0plB5lkmab6krfv2KTU1NTENM0mK1Q0Ix4IFC9SuXTt5PB5lZGSobt26Wrdunff9mTNnKjMzU//5z380bNgwVVRUBFzW6NGjlZmZ6f1r0iRQZAEAsMpFRxyhExQ4VJYqb83trcoCXFhYmJB2JTNqLewk3+OJOFRuNaF2qJw/eP9fsssfHN33Bve65MADlSmpfYj5ekj6UdL3338f/0YlOWotALjLwoUL9bOkU0PMd7wqz28vT3PMwBJejgiWCwoKVK9ePe/r+vXrq6CgwPt648aNWrp0qW6//Xbde++96t+/v0pKSvwua+jQoSouLvb+bd++Pe7tBwCEb82aNfpelbffhtJKUlNJfRs0iGub3IBaC7uIJBitCpMDBcpuRcCMUEpKSpSrygu0of6l1JPUVdLlAXrOInzUWgBwl7+ffLJOlRTqPpKqB9TPUeUdRU7iiGA5KytLRUVF3teFhYXKysryvq5Xr546duyo1NRUNWjQQAcddJDWrl3rd1np6enKyMjw+QMA2MclRx+tzpIahjl/b1U+Sff333+PX6NcgFoLO4g0VK71eZcHyjURMCOQizIz1VhSmzDnP01SvqRvvvkmbm1yA2otALjHnDlztE1StzDnP0aVAfQlBx4Yv0bFgSOC5W7dumn16tWSKh/StGfPHrVu3VpbtmyRJPXs2VMbNmyQJBmGoe3bt6tFixaWtRcAEJ3ly5drtaTuEXymuSp7LvflFtCYUGthpUgCUHooR45wGdXt3r1b8xVeb+UqGaq8jfeKrl3j1i43oNYCgDsYhqFre/dWD0nhxsRVQz3mSgHvVrEjRzy8T6p8eu63336r4uJiXXbZZWrRooX+/ve/a+HChZKkRx55RHv27FFJSYk6deqkq666KqzllpSUKDMzk4ccAIANhPNgA39+lfSipJ+3bNFhhx1mfsNcgloLK0QSKPv9fBwC5UDrCofdA+5Wzjj0Rxyd4fFok6SrI/zcXknjJc2cO1e9evUyv2EuQa0FgOQ3Y8YM/f2CC3SbpPQIPlf1gPr2kmY55JjNMcFyvFCAAcAeFi5cqNNPPll3KPQYVP689+fnFsShrG3cuFHPPvusDMPQoEGD1Lx5c9PXkcyotQjEDqFyLCFyuOwYNhMwu9P27dvVPCtL10lqFsXnv5aUJ+nnigp5TO4JT62NDbUWAOyhoqJCzVNT1UVS5yg+/7OktyVt2bVLDeLwLCGz660jhsIAACS/K08+WacpulBZkk6X9J2kdevWqaSkxOevrKzM72fy8vJ0+umna+zYsd5pU6ZM0ZAhQzRw4EDl5uZKkl566SXdeOONuv766/XSSy9F2UIA1YUTKvsb9iJW1R/4l4hQueY67YLhMdypb1aWWiu6UFmSTpK0S9KHH35IrQUAwI93331Xf0jqFOXnj1DlA+r/1rBh2LVWsq7epsW8BAAAYrRx40ZtlvSRpMwYlrNe0oABAzR79myf6SNGjNCDDz5Ya/4VK1aoR48e3teFhYUaO3asvv32W5WWlqpLly5avny5Nm/erKysLBmGoU2bNsXQQgBS+KFytPPU7CFsp0C3elus7slc9TvQe9k9lkh6Q9Gf7EpShaSb+vZVQY3p1FoAAKSh/fvrTkU+5FR1R0u6QVJmpu/ZcaBaK1lXbwmWAQCW27dvnw5UbKGyJDWS9JcePfTRRx/5TE9L81/u+vfvr1WrVnlfL1iwQO3atZPH41FGRobq1q2rdevWqXnz5iooKFBFRQUP0QFiFCpUNiMEtipIjiYobjXBHgEz4bI7HHjQQTpox46YlnGQpFMuvFBvv/22z3RqLQAAUquzzlKjzz6LaRmNJGU1b641a9b4TA9UayXr6i3BMgAgqaSmpkY9tmBBQYHq1avnfV2/fn0VFBToxhtv1AsvvCDDMHTLLbeY1VTAdRIRKieSGYGw1aFyFcJlRCIlJYVaCwBAnMUyZn6i6i3BMgAAf8rKylJRUZH3dWFhobKysnT44Ydr1KhRFrYMcL5kCpXtEgabjaExkAjUWgAA4i9R9ZaH9wEA8Kdu3bpp9erVkqTS0lLt2bNHbdq0sbhVgPMRKjsLD/ZDPFFrAQCIv0TVW3osAwBca+rUqcrNzVV6erqOOeYY9e3bV9nZ2crOzlZxcbFycnKUksI1WCAWyRQquwm9l2EWai0AAPFnVb31GIa7jxZLSkqUmZmp4uLimMYuAQBEb/369erYurWWx7ic4ZLajhqlf/3rX2Y0Cyah1rpbsGDZaaGyG3or+0O4nDwaN26saTt26IgYlvGOpC/79tX06dNNahXMQK0FAHs4++yz1fezz3RBDMtYJenm5s21adMms5oVN1waBgAAQFwkU6jsZgyNAQAAAH8YCgMAIhA0JKFHFwB4ESonl3yPhzoHAAAAHwTLABBCuD21/M3HSTgA+CJUdi7CZQAAAFTHUBgAEEC+xxPz7b9mLAMAnCbQfs/poXKrCc7fhlhR0wAAAFCFYBkA/DD7xJmAGYBbJGuoXJ3bA2ZqGgAAACSCZQCoJZ4ny5yMA3CjZA1hCZipZwAAAG7GGMsAUE0sD5vKHxz5ehirEkAyqbkPdUvoWnM7I6kHTse4ywAAAO5FsAwAf/L78L0IQpHq84YbKhAwA0hWbgmV/XFb0Ey4DAAA4E4EywAg82/njTRk5qQcQLJwc6AcSDQXHp2GOgYAAOA+BMsAEIBZ4UjVckKFCZyUA3C0HA+hchiSOWSmjgEAALgLwTIA14t1CIxwhRMwMzQGALhHMobMhMsAAADukWJ1AwDAbcIJrc0emgMAkHiRhMWtJuz/czpqGAAAgDvQYxmAqyWqt3KgdYTqvUyvLwCOkEOQWKXmfj3Qfj5YrQl3CCU7o4YBAAAkP4JlALBQqPCAE3MAcI5IguDq8wYKmZ0eMFPDAAAAkhvBMgDXivZW3dxBXb3/3TNnkSltaTWBcBkAnCyW8DdUyOzkgJkaBgAAkLwYYxkAqgk1DEb1UDmR62a8SgBwh/zB+/9qSpYxmAEAAJAc6LEMAGGqGSqb1Vu5umC90uj1BQDuUlULaobJTuvBTP0CkEyqOnxEdaFvEPtCAMmFYBkAwhDPnsr+BBoag5NzAHaT7/HQizbOAg2V4aSAmfoFwGmC3TEYdd2r8bDb/MFi3wjA0RgKA4ArRTq0RM+cRXHpoRxMoANWhsUAYDdmBJuJvoDnVP6GyXBKsE/9AmBn+R6Pz18gZu9za66XfSUAJ6HHMgBEwIpwmZ7LAJwgf7BzAs54CPYQ1nioOUyGU3ovU78A2EkkIW48alywY33vPOwzAdgYPZYBwObouQzAKaINNemtHD1/vZftHvBTvwBYLZKewfHer4ZaNj2ZAdgZwTIAOADhMoBkl+g7QuLBqkDXicNjUL8AJFqkAW0iL9SFux4CZgB2Q7AMAA5BuAzACaLptZwMoXIVKwPdmgGzE3ovA0C8RRrGWrXvjGSdBMwA7IJgGYDrxOsgLHdQ17jfzk24DAD2Z3WY65Tey9QuAPHmhEA5FgyTAcBqBMsAYILqgXK8A2bCZQB2Z/cHyCWC1eEE4TIAN7PrkBehxNIWAmYAViBYBgAT+LuNm3AZANzN6qDCKUNjULsAmMWpgXJNsQbMAJAoBMsAECfxHjPUrgfCANyllWFY3QRbs8O+2im9lwEgFskQKNcUbVvpvQwgUQiWAcAE8R5bORB/B5ocRAKAvdghwPDXezke6GEHINHCDVGdFCjXRMAMwK4IlgEgDuLdW7k6wmUAdsQ4y77sEmjEO1zOH0y4DCBxkj1QromAGYDdECwDQBIgXAYAZ7BDuGHncBkAwhFOUJpMgXJNsQTMAGAmgmUAiJFVw2DUlKwHzgCQbOwQdlQfGsNO4TKhB4BQwu2l7AbR1BN6LwMwE8EyACQxDhoBJIITH+CXO6ir988qdgmY49UWwmUAZmP/4F+0ATMAxIpgGQCSCENiAEB4qo+Fb3a4HOn40nYJl6X4hMtRfY7aBaAGp+0XrLhwGWnATO9lALEiWAaAJEO4DMAu7P4AP7PD5erDS1T9t78/f6zuvRzPcNnq4ByA8zn1WNaqO2PovQwgUdKsbgAAJJvqQYVVWk2wf6ADILm0MgxHnphasc8OFuJWvbZiH1596Aoz60jVciNdXr7H48hhVgCYK5raUnN/Y8UFLqvPCSKuJzl/fs+D2O8CCB89lgEgRj1zFvn82ZUTAx8ASHaBejFb1cs3Xj2XGW8ZQKTMHKYh2B0jyS7cO2K8308O+10A4SNYBoAkxZAYAOAc/kIPq4bHsFu4DMB9Rno8etXkZbp9/0O4DCAeCJYBIIm5/QAaQGIxbEHsAgXMVrbD6jGXuSgKuMvIOPw/zzFxpXAuWPqEywTMAEIgWAaAJFfz4JETdACwP7v1XjZr3W69FR1AeKqHyteZtExC5doi+k4IlwEEQbAMAC5EuAwgXqr3WnbbybzZ22uX4THiES7TaxlATYTKiRXsu6l1EZBwGUAABMsAUE2y9qTioBoAEiMe+1s7DI8Rj2ExCJcBVCFUtkawi5WEywDCQbAMAC7BkBgAEqWVYbj6hD5e226H3stV641Vsl7IBRAbQmVrRBQuEzADqMYxwfKUKVM0ZMgQDRw4ULm5uX7nWbBggdLT07V169YEtw4AAOej1gL25y+QTVSAUn3dZoXL9FqG21Bra6vqrUyobK2ww2WJcBmAV5rVDQhHYWGhxo4dq2+//ValpaXq0qWLli9frpSU/bn4nj179Prrr6t58+YWthQA7K3VBN+Dw3yPx2c8VLgXtRamG2S4+sSz5v7WTP6GpYjn+mquu2q9Zq0zUW0HrEatrY1Q2V4i2h/neCprPQBXc0SP5QULFqhdu3byeDzKyMhQ3bp1tW7dOp95HnroId1///0hl1VWVqaSkhKfPwBwM3p/QaLWIk5cfsIZ74DDqqExzOy5HM3YzdQtOBW11hehsj35+x4Dhs0uvoAMoJIjguWCggLVq1fP+7p+/foqKCjwvp4xY4ZOOOGEsK7qjh49WpmZmd6/Jk2axKXNAGBXHHTDH2otEB+JCJeteLBfPMLliD5DuAwHotbuR6hsb4TLAMLliGA5KytLRUVF3teFhYXKysryvp49e7Z+/vlnjR07Vrt27dKECRO0fPlyv8saOnSoiouLvX/bt2+Pe/sBwG54kJ859u7dq//7v//ThAnOP5uh1iJuXN5rWUp80GvFOs1YH8EQ/KHWJl+tHWnicadVDzF1A8JlwF2irbeOCJa7deum1atXS5JKS0u1Z88etW7dWlu2bJEkPf7447rvvvt03333qWHDhho8eLBOOOEEv8tKT09XRkaGzx8AANEoKirSmWeeaXUzTEGtRVwNMvz2rHUTq8LlRA7HEcu6GBIDgVBrk6vWVg+VY+2tTKAcf/7qCOEykJyirbeOCJYbNGig7OxsZWdn65577lFOTo7y8/N10UUX+cz36KOPateuXXryySe1bds2axoLICklYyBCr2UpLy9Pp59+usaOHeudFs7T2qs0adJE9evXj3czE4Jai3irelBoMu5Pw5WocNmK3stWrAvOQK3dj1q7H6Gys0QULhMwA5awqt6mRfwJi/Tr10/9+vXzmbZw4UKf1/fee6/uvffeRDYLgAu4NQBxqvLy8loPsElLS1N6enqteVesWKEePXp4Xwd6WvuSJUs0ZswY73zHHXecRo4cGb+NsAi1FokUTQ/VZNBqQmLqSv5g3+82nuutua5YlxNJW/M9Hu9FCyRORUUFtTZKbq61Zo2r7La6YRc1981B9/05HobCAkwQbq2VrKu3jgmWAcAOzDp5totaB4gWnqCnZEitxsW2jAZTpHnz5tUqjCNGjNCDDz5Ya/7+/ftr1apV3teBntbeuXNnvfvuu7E1DoBaGUatuyPcGDAne7icqO1DdFqMkFodHP3ns76WVi9erczMTJ/p1FoEQ6icHMINl/MHSxrMhT+41yE3Sq3+Ev3nd2+Wdk/YHXatlayrt44YCgMAkDhOHxKjV69ePg+zKS4u1tChQ8P6bKintdf0xx9/aMaMGfr666+94yMCCC7QSabbhshIVDhi1bAYsa6HsZbt7eijj6bWImxmPayPUNkewh4WQ+yfgVg0aNAg6lorJa7eEiwDQBBuCDmS7SA9NTW11sNsAt0uVFOop7XXdMABB2jcuHF644031LRp05jbDrhFsB5MbgqYE/FwPSlx4bIZ6zHrYYCIr5SUFGotIhZLb2X2B/YSKlyu/j7hMhC9aGutlLh6S7AMABFyS+DhRv6e1t6mTRuLWwUkp1C3x7ppX2vFQ/3iFWpb1UOa4MI5qLXuYsYQGITK9kS4DNhbouotwTIAoPaBoUsO/qZOnarc3FzNmTNH77//vt+ntaekUCqBeAknXHZLwJzMQ2NEug56LScXaq17ESonP8JlwD6sqrcew3D3aOolJSXKzMxUcXGxMjIyrG4OgAQIdVDjcwAUINBIxoPcWgeCCSwP69ev14nHtdbOGB/eN3iKdOhZo/Svf/3LnIbBFNRahBLuyabd973+akYsoWo8RTJGphnLj3Qd0baPB0UF17hxY31z+w61ieHhfS9/Lb1f1FfTp083rV2Ind1qbfVxlaMNliMaa92iY/bcQV0lST1zFsV3RTYXNFC28BwDsMLZZ5+tm1t+pn4xPLxv+Wbp/Neaa9OmTeY1LE64NAzAdbj92j+39loGYL1wTzKduH+u6nUddjCaJD2XnfhbATBfLL2VQ4l0/xoPPXMWuT5U9ifYnSecYwDJhWAZAKLACTMAmCuZw+Uq4QYgyRIu1xRL78NwP0tgAVgv3kNgRBImO7lmOEmou1QIl4HkRbAMAPDioA+AlSIJl6MNC+zQwy2c9cfr4Xr+2lJzvfFadqzLt/tQKAB8h8CIVqhQGfZEuAy4E8EyAFioalw2AEClSMZejDVgsDpkDjdgTkQ7ErnOeC+fsAKwntnjKlt9QRDhiTRcBuB8BMsAAB/0JgBgtUSGy9WXE+uyoj1hDrVuJ4fLZj9Qi1ACsK9Yh8AIFirDOSIJlznPAJyPYBkALMTDPgDAPyvC5aplxbK8WILPZA2XA4lnuExYASRWrENgxCtU5mKUNQiXAfcgWAYAhMQBHwArRBou2yVgjjVcNruXb6TrN3udVgfmABInmt7KgUJIeio7G+Ey4A4EywCAWjjRB2AXkYTLkvlBhJXjL/uTiIf6OaHnclifySGoABIh1iEwajJrv8vxrD0F+n0JlwFnIlgG4EqhDjTDOaB1Wy8KDvYAWMXMcDmaoCGannNm9fS1qvey2eFyPB5SGOgziQjfAZij1rM9XHZ8nexCDXHCs10A5yNYBgAAgO1ZHS6HWqaZ6wl3vU4Ll0OpCoQjCYZrfoZAGUisWHorxzNUZl9gH6F+C8JlwNkIlgG406DIAgq7yB3UVbmDuiZkXRyQA7CbaMJls0PZSHsvOz1ctnp9sSKgAOKHUBnhimS8ZYl9N+AkBMsAEAfxeuBIz5xFkpSwcLkmDvIAWC3ScFmKTygbyX7ezHDZ3zrjGaKY/UBEAKiJfYM7EC4DyYlgGQDiKB4Bc1W4nAj0+ABgR3YJl4Mt1+z1hFpnIsNlp9SGqnYTTgDmM7O3spmcsn9yK8JlIPkQLANAAHbuPdEzZ5FlvZaVwwEeAOuZHS7H2ns5HIkIl+MVqjg1XAYQPwyBgWjwOwHJhWAZAEyWqEDa0nAZAGyglWHYYtzlUMs1ax3+1hnvdQRbH+EA4E4jTepFSqjsXsEuMNBrGXAWgmUAcLBEDIvh98CPXssAbMRpQ2M4OVyOdT1W3Q1EMAGYw6whMAiVQbgMJAeCZQCIQbgHxXYeVgMAkoHdwuVQ+32zw+VEjbuc6PGdASAY9j/ORrgMOB/BMgAAAJJCtOFyvMYrTmS4HGh9iQyXw1lXIkMgQgnAXPkej66TfXorEyonh2C/I/txwP4IlgG4VjQBhFv5PeBjOAwANhTtvt2q3stODZcDIegBUJNT9gvhjpUP88VrmBQA8UewDACIGAd8AOzMbuFysGVXLT/e4y4nIsCO17oAWM+snqJ26a1cFSJX//P3HhInULhMr2XA3giWASBBODgFgMSJJVxOhqEx7BAuV1+f2eF5tAgkgMSy2xAYkQbGHL8nFuEy4DwEywCAsDAcBgCnaWUYtuu9nMihMaweFqNqfXYIlAFEz04hXqyhciI/h+gE+o0JlwF7IlgGAESFg2wAThGP3suxSpZwmVoAIBA7jZtr9foRmap/O6F+N8JlwHoEywCA2NBrGYADxPLAViuGxnBSuGxn/raTIAIIn53+f4lmv8VYyc7l7/d2S+0CnIRgGQBMlOwHrhzMAXAys8NlKb5DYzglXE722gcgcmYfM0YbKsPZwgmX7XTxA3AjgmUASKBkO8BNtu0BkPxiDZcTPTRGIsJlLhoC8MeswC7W40VCZYRCuAxYh2AZgKvFEjCgGobDAOAgse77Ez00RiLGRI7nsB52RAgBxI/VF6uctj9C5BjmCLAPgmUAiBEHrwDgPGaEy/HovezkcBlA8nBqb+V4HJezb7QnwmXAHgiWAQARqTWuGcE6AIcy466VeIXL8X7gnpvC5WTcJsCuzPz/zQ6hMuyN/TtgPYJlALARRz+5muEwADhQK8OIS+/leI27TLhsHnq2Af458f+NeB0/u2V/mEyc+O8XcDKCZQCwieoHxE4Llx0diAOA4tN72W3hMnUAcDereisTKrsbQ2IA1iJYBgCbsvMJOgfaAJJRvMLleIy7HPdweZDBvh5A2PyGewk4liVUhkS4DFiJYBkAEszOgTEAuJ1Z4bLZvZetDJeTOWAheAB82eH/iXD3OYTKqI7fDbAGwTIA2JjTQmg7nIwAQKzMCJcl54XLfg0ywl6PnU/q7dw2wOmsGAKDUBnh4NwEiD+CZQCuZ1aAEAunBcgAkOzsHC7HYyznqmV7VX8ga7VwmdAFSF5uD+HYvzkfQ2IAiUewDACICgffAJKdmeFy9dA2Hg/1i0u4HIC/gNlONaHq+w73oi2hAxC9YP/vR7pfsLK3sp32YYgNvyWQWATLAGBzTuvNzAk6gGRi5l0tjguX/fRarrk+u/VidlrNBOwskf9vW7Ufsds+DPHB+QkQPwTLABACB5sA4G6Ey85hZu9JwE2iCd7MGnvdylAZyYkhMYDEIVgGgBDo/RT4O+CAHIBbuDFcrsVPr2W7o4YD1gu0T7Kit7Ad77RAfBAuA4lBsAwACEuwk/OaB24ctAFIRm4Ll53aazka1C24mb9//6H2IdGMn1zzL1qRfNasdQIA/CNYBgATRNojyuz5I3lIUSz8rYODdABuQrgMwO3scOznL6g2M7xGcqDXMhB/BMsAYCIrDmCrBwnxCJfDXSYH7wDcgnDZWcz+joFkx/8nSCaEy0B8pVndAACwg1aGkTQHGPmDwzshiPZEO9zlA0AyM7NuVO2Pq3rYxXqRsOZ+2oxlAkhOke7H3HIMGM0+0y3fDQBUR49lAHAhAgYAiJ2ZPZcl34DZrGVViXWZTq8b4bQ/WS4wA/GSzMFp1bBysQwvF+vnET/0Wgbih2AZAP70qtUNMJFVYz5XP2jjYA2AG9g5XK7J7eEygNCSOTwOhH2bOxAuA/HhmGB5ypQpGjJkiAYOHKjc3Fyf9xYtWqTrr79e48aN01VXXaWFCxda1EoAcK5wwmIkN2otEB27hss8cNU/vgNYyU61NpJQLVn/vyFUBoDYOGKM5cLCQo0dO1bffvutSktL1aVLFy1fvlwpKZW5+K+//qohQ4aoQ4cO+uabbzRkyBDNmzfP77LKysq0b98+7+uSkpKEbAMAxMpuYxvbrT2IDbUWiI3ZY/VX7WNjHR/Z3746lmU6ed/v5LYjOTi11ibr/zeEyu7jr/7lezymXyAG3MQRPZYXLFigdu3ayePxKCMjQ3Xr1tW6deu8719wwQXq0KGDJKmiokL16tULuKzRo0crMzPT+9ekSZO4tx+Ac7h5OAxEbvLkyRo/frxuu+02/fTTT1Y3JybUWiB29Fx2Pm6Lth9qrX+JqrXJuq9wxXHyIGP/H4LLYd8PRFtvHREsFxQU+BTV+vXrq6CgwO+8zz33nP79738HXNbQoUNVXFzs/du+fbvp7QWQfJL1oLomM8ZadtI4y3l5eTr99NM1duxY77Rgt6jWdPrpp+uOO+5Q7969tWjRong3N66otYA53BAuRxPI5A7qGt3KouCWmu0U1Nr97FRr/R2j8f+OOWz5PRIwe/kda9kNFxqQ9Kyqt44YCiMrK0tFRUXe14WFhcrKyqo137hx43ThhRfqL3/5S8BlpaenKz09PS7tBIBE4yCotvLy8lq3g6alpfnd969YsUI9evTwvg50i+qSJUs0ZswY73zHHXecRo4cqaZNm0qSfvjhB912221x2qLEoNYC5nHDsBiRDivRM2eRcgd1Vc8cZweDqFRRUUGtjQK1NrnZLlDO8dQOk6teu7yHrt/a5+/7AiwWbq2VrKu3jgiWu3Xrpvvuu0+SVFpaqj179qh169basmWLd8PHjx+vI444QhdffLGmT5+uiy66yMIWA3CiEYahkTbvYRupaMaTtGoMyvIDUpU7qHNMy/hlVb5WzpunkSNH+kwfMWKEHnzwwVrz9+/fX6tWrfK+DnSLaufOnfXuu+/6Xeerr76q/v37a9euXUFvWbU7ai1gLrPDZe9y4xQuV70XT3YIlc0K6Z1s0TUnaHObOlF//sfM37T6kdXKzMz0mU6tDY1aax9m7wNsFypXqQqQ/QXMLg+Xa8ofLLUS4TLMkdenjXL7RT9E0brlxdo94eewa61kXb11RLDcoEEDZWdnKzs7W8XFxcrJyVF+fr7+/ve/a+HChZo+fbr+/e9/q0OHDnrmmWf066+/UoABmCoeJ5/J8hAhu21Hr169NHPmTJ9paWnhlbtAt6i2bdvW7/wvv/yy3njjDX399ddq27at7r777ugbbjFqLWA+M8Pl6vvaeITL0SzXbvt/s/Agp9COPvpoLVmyxGcatTY0aq29xLovddT+L1DA7GJ+H+Q3WGo1yJr2ADU1aNBA27Zt85kWbq2VEldvHREsS1K/fv3Ur18/n2kLFy6UJF100UUUXACwkeoHaok+QU9NTVVGRkZUnw33FtUqN9xwg2644Yao1mVH1FrAfHYNlwNxc09ehC8lJYVaGyU71FrGV97P59kgIfZ9SfEd0Us5NIbEgI1EW2ulxNVbRzy8DwCcIBEn4ok62XdrqNCtWzetXr1a0v5bVNu0aWNxqwA4nZkX18zaPwdbTjKEJ8G2wa01zi6otbCrqmFyAv0h+QR8kB8BPJJAouqtY3osA0CivCrpOqsbYSIzblUO1YPNqbdDT506Vbm5uUpPT9cxxxyjvn371rpFNSWFa7AA7CWeD/Orkqhxl61E7+zEoNYCcBqGxIATWVVvCZYBAK516aWX6tJLL/WZ5u8WVQCIldkP80tEuCwRviJ21FoAdhaozjHePpzGqnrLpWEAgF+xBglO7MEMAPFk9glq1X461v1tOOOKum2fbuZFAMBO+LedeLmDulrdBACIG3osAwDijiv+AFDJqT2XpeQKl506hBMQD/y/EF89cxbFZbnJPlZ+ItFrGYgePZYBAKbgVmkACE+8TlIJEnzxfQBIVqGOu/MH7/9DeALVDHr5A8ERLANANSOS9Ip0tAeVHIwCQHyYGS5X31fHEqa6cZ9P+Awg2REyA4gngmUAAADAAoTLAIBEYh8fHL2WgcgRLAMAwhJOUMHBKgBYh3DZXAQJAJIRvZcBmIlgGQD8eNXqBiQJbjEGgODMHm/ZrHDZDQhW4DZcLEkeVQ9tjUU894G5g7rGb+FxRq9lIDIEywBgMk7k/eNgDAD8i2e4bOUy7ICaDCCZmREwx0PPnEVWNyEuOJ8BaiNYBgCHSfTJfrKECwBgZ2aHy97lMiRGSHYMZQAgElUBM/szc/A9AuEjWAYAE7nlJDwYvgMAiI4dH+ZnZ9QbAKiteshc86/mfIgcvZYBXwTLAOASnIADgP2ZeaJvRrhM7QCA5EHP5vDxHQHhIVgGAAAA7GKQEfRkNtIT3WQOlxNx0k/PNABATdQGYD+CZQCwkF1P1muqamc0J/Fc7QeACA0KPCRG/uDY9qvJFi6HI9g2O3m7ALNY+f9B7qCuyh3U1boGAEEErR+Ey4AkgmUAQBwEOkHhAAwAwhNsvOVIw+Wa+2Qu+NXGdwJYi3AZAJyJYBkAahhh4sOTAACIlpk9bc0Il+ndCwCwWqIvQtBrGQiOYBkAAACwoziOtxzN5/0tA4BzhLoTItHopYxo9MxZZHUTAFRDsAwAAbxqdQMAAAgSLsc63rLEEBAAAOeh1zJgHwTLAOAi9DQDAAcyMVw2ow44sZbEEqATGsAtrP5/u+pBfvRkRij0Wgbsg2AZAGzACT3GYh3PEwAQG7OGxeBhfgDsjnAZdkOvZcA/gmUAAADA7gZVjo3q78S2KiiOJSCOdbxmJzPj+wOcItg4y1Ji/9/umbMoaM9Tei8jGP5tAPaQZnUDAACJ12pCcoUCAOAKgwwpx3+vqKohMcLdv/sbQiPS2mDGGM8A7CfR/28zrEFsgu23k3kfbcW/m2B1Mt/jCXnhBkhGBMsAgIjEGkpz0AUAMRhkSIPNueU2ULhc9R6A5NTKMELeus+FI/sL9yJiIPy+5uM8B27EUBgAAABAEjBzSIdkDByScZuAeOICk32Z9SDW6n8AEA2CZQBA3HCQCgDmC6c3VLghKr3ZAHeiV6WzxWP/TNAcnlDfPQ/yg9sQLAMAAAAOEygUqh4GEC4DCCaccJmA0b7ivX8mZAYQDoJlAAAAIEmZNSyG6wPmAA9NBJyulWEEDZhd//++zVXtnwmZE4tey8B+BMsAgLBxMAkA9hFOr+VwhfOZ6gFGsoZNybpdQCgMjeF8iQ6ZAUAiWAYAJNirVjcAAJJIosZbjmW5duLENgOJUtV7mZDZ+RIRMrs9YKbXMlApzeoGAIAdjTAMjeRgAADgMK0m+D/RDzQd4ckfLLUaZHUrgMTxhssRDAMT6z6GCz/xUf17jUcdqFomvx/gTgTLAOBA+YOjP3iL5bPRrg8AED+tDMPbMyrYPj6ccDnRNQKAzQ3y03u5Wths5nFeoGXFcsxrlmTZL8YzZHZj/QhVV/M9Hu4AQNIjWAYAkxGkAgASzcxwGQCCqhY21+zJH4/b/wPdhRHuvPFqQ7B2OEE8QmZ6LwPuQ7AMAEG8Kum6KD7Hibsvvg8AsI+QPaxc2OsMgDki7Z0ZbRBtl+PKmu1w6r7T7JA52epILIE5vZaR7Hh4HwAAAJAEqp+4hgoGkumEP1Ju3nbAbqo/MDCcP7ureqBd9T+nMevBf07c9kCqvotIes8DbkGPZQBAwo30eDTCAScHAOA04Q6JIQXvuZxsvc0AJIeww2U/Dx20Kuh08vAQsfZkppZUotcykhk9lgEAAIAkRc/lyPGdAElgkFHrz+qez07uxSxF35PZqdsbCL2WAV9R9Vj+448/9P777+vjjz/WypUrtXPnTjVo0EAtWrTQGWecoYsuukiHH3642W0FAMBVqLcAolG913JY8wfouUxPM7gBtdadAoXL8Xj4oN/1VNvnOnE/G48H/9ldrM+ModcyklXEwfI777yjd955Rz169NDgwYPVokULHXTQQSouLlZBQYEWL16s0aNHq379+hoxYoTq1asXj3YDACwUy4HVdap8KCKCo94CMEs4ATEPWYUbUWtRkxWBczwv4gXbr5u1TjeGzFx4BfaLKFh+9tlndeSRR2rKlCm13mvQoIEaNGig1q1bq1+/ftq6dasee+wx3XnnnWrYsKFpDQYAOI9bDjLNQr0FEKuavZYJl2NHb7PkQq1FJPz9v29m2GzFOMzxGNKh5ufdFMCGU0OpI0hGEY2xfNFFF6lPnz5B5ykvL5ckHXbYYRoxYoT27t0bfesAAHAh6i0AM0Rz8uovFEhGbgk6EBi1FrGqPmazWWM3mz0GczTjIZvZhmTe1yZrfQQiFVGwfNhhh4WcZ+jQod7/9ng8OuSQQyJvFQDAtjiIij/qLYB4CHf/Xf0BTckcCiTztiE0ai3iwayg2Q7hrtMfNhgP4dz5E0qixvEGEiWiYLmm8ePH6+CDD1ZqaqpSU1OVkpKicePGmdU2AAAg6i2A6NUMNggIfCV7eI7wUWsRD7EGzWYFu7Hu6+wWMucO6mp1EyTZ5/sArBRTsFxUVKS1a9eqvLxc5eXlqqio0JAhQ8xqGwAAEPUWgLk4EQZqo9YiEaINmc0MmGNlh4C5Z84i24TL0aDXMpJJTMFy69ataz284IYbboipQQAAwBf1FkAseFAQEBq1FokWTW9mM0Jds+7UsLoXc1W4nOiA2YzhMIBkkhbLhzt27KinnnpKxx9/vFJTUyVJEyZM8PtkXQAAEB3qLYBYtTIMnx5S+YM5+QWqo9bCatXD5VA9WqvC3Fj249U/G2s4bEZ7otEzZ5GkyqExqv4bQGLFFCz/+9//1g8//KBGjRp5p61atSrWNgEAgGqotwDigXA5sFYTrL/VG4lFrYWdhBsyV99PmREymxEwW1FXrAyV/W1zODUk3+PhjiIkhZiC5d69e2vy5Mk+01544YWYGgQACNMgQxrM+FxuQL0FYIaavZYB7EethV3VeghrgP24mb2YYwmYreq9nEhcfAT2i2mM5YyMjFrT2rRpE8siAQAR4Cq3O1BvAcQLJ8bBJXMwAl/UWjhFqDGZzRj72IxxmO3wkD+742IvkkFMPZbXrFmjvn37qlOnTt5xqGbMmKGFCxea0rjqpkyZokWLFqm4uFhXXHGFevbs6fP++PHjtX37dm3ZskV33nmnjj32WNPbAABAdQsXLtTKlSu1dOlSXXzxxTrjjDPisp5E1VtqLZD8/PVadtqQGIyl6S7UWmot/AtnuIxYew+bMQ5zsvZgruq1HGi76NUMp4m23sYULE+bNk19+/ZVSkqKjD93akYces8VFhZq7Nix+vbbb1VaWqouXbpo+fLlSkmp7HC9bt06zZgxQ5988ol+/vlnXXfddZo7d67p7QAAJJe8vDwNHDhQ5557ru677z5JoU/4quvWrZvS0tL05ZdfqkOHDnFrZyLqLbUWABAP1Nr9qLWIl1AhsxljMcc6TIbTLmImCmMtwyxW1duYguXHHntM55xzjs+07t27x7JIvxYsWKB27drJ4/EoIyNDdevW1bp169S2bVtJ0uzZs9W5c2dJ0hFHHKEffvhBf/zxhw444IBayyorK9O+ffu8r0tKSkxvLwDAOuXl5bX27WlpaUpPT68174oVK9SjRw/v60AnfEuWLNGYMWO88x133HEaOXKkJKlz5866/fbb9cILL+iBBx6IyzYlot5SawH3aGUYGvln8HDdn9OccsKfO6ir1U2ApIqKCmptFKi1SIRwQ+aa+/xww+dYAuZk672cLNsB+wq31krW1duYguWahVeSzjzzzFgW6VdBQYHq1avnfV2/fn0VFBR4C3DN9+vVq6ft27eradOmtZY1evRo7xcGALCPEmXoHo2LaRn5elI75s2rtZ8fMWKEHnzwwVrz9+/f3+eJ74FO+Dp37qx333231ufnzJmjM844Q4ceeqi2bt0aU9uDSUS9pdYCcAqGwYjNWN2nOmoe9ed/00wdsHq6MjMzfaZTa0Oj1iLRqkLmcHoxVx+6IZyQOdaA2Q2hLMNhuNfrulr/U++oP1+sddq9+46wa61kXb0NO1j++eefdeihh6pOnTphL3zVqlU65phjwp4/kKysLBUVFXlfFxYWKisry+f9n376yfu6qKhITZo08busoUOHKjs72/u6pKQk4LwAAOfp1auXZs6c6TMtLS28chfqhK+mH3/8UStWrNDWrVt10003Rd/oaqyqt9RawF1G/Nlr+VU5r9cyrHf00UdryZIlPtOotaFRa2GVSHsxVw9DQ4XM0QbM1Jz9GA4D/jRo0EDbtm3zmRZurZUSV2/DblHz5s316KOP6sILL9Txxx8fdN7y8nK98sorOvTQQ00Jlrt16+YdH6S0tFR79uxR69attWXLFjVt2lS9e/fW1KlTJUkbNmxQ+/bt/d4uJEnp6ekBu40DAJwvNTXV75PdwxHqhK+mW265Jar1BGNVvaXWAu4zotqQGE5Bb2V7SElJodZGgVoLOwgWMtcMkWuGxcGGsojmQX/JNjQGYLZoa62UuHobdrCclpam++67T88++6wefvhhdenSRV26dFFWVpYOPPBA7dixQ5s2bVJubq42bdqkO++8UyeffHJUjaqpQYMGys7OVnZ2toqLi5WTk6P8/Hz9/e9/18KFC9WmTRudd955GjVqlDZv3qxnnnnGlPUCANzF3wlfmzZtEtoGq+ottRZwL3ot+8f3EB/UWmot7COcoTIiDZirT48kYE7WfW64w2HQaxlmS1S9jWiM5ZSUFA0cOFA33nijPv30U02dOlWbNm1SUVGRsrKy1L59e1155ZU66aSTTG9ov3791K9fP59pCxcu9P73HXfcYfo6AcDu/B0EInxTp05Vbm6u0tPTdcwxx6hv3761TviqntSeSFbVW2ot4D5O7LUMZ6HW+qLWwo7CHYs52HuxDpORzOEykAhW1duoHt5Xp04dXXjhhbrwwgvNbg8AIFw5BAGxuvTSS3XppZf6TPN3wmcV6i2ARKHXMuKFWgs4R6ixmIMJZ5gMHmQHxI9V9Tbxl4YBAAAA2MYIP7fecvIPAO7WyjCiGpohf3DgGtJqwv4/Nwl3e7kbFU5EsAwAAABAr1rdAACA7cQSMAddrgsDZiAZRRws5+TkxKMdAACgGuotgESq6rVcPVym1zKSHbUWCF80AXOw3sve5bq0F3Mg9FqG00QcLN9zzz36v//7P59peXl5+vXXX81qEwAArke9BQAgvqi1QOSqAuZIQuZwAuZkR3COZBVVsLx161b1799fZWVlkqRWrVrp448/1rXXXqtnnnnG9EYCAOA21FsAiUavZbgNtRaIDQEzgIiD5QMPPFCTJ0/WIYcconPPPVdFRUXKzMzUtddeq0ceeUTDhw+PRzsBADbB1fbEoN4CABBf1FrAHNGOwwz/GA4DThJxsLxz5055PB49/fTTOuOMM9SzZ0/vrUJNmzbVX//6V9MbCQCA21BvAVjBLr2Wcwd1TfxK4TrUWsBcoQJmt4+l7OZtR/KKOFj+/PPPvf89bNgwDRo0SD169NC6deskSc2bNzevdQCApMBBVOSotwDcjnAZ8UatBeIjUMDMUBhA8ok4WK5bt67++c9/aseOHZKkm266SePGjdOZZ56pxYsXKy0tzfRGAgDsJZYDwldDzwJRbwFYxw69lnvmLErsCuFK1FogvoIFzAiO4TDgFBFXytzcXP3666/65JNP1L9/f0nS3/72NzVp0kSXXHKJ2rRpY3ojAQBwG+otAADxRa0FEqMqXK4eluYPjv9djbmDutruQmWrCQTrSC4R91iWpEMOOcRbeKucdtpp+t///qe1a9ea0jAAANyOegvAKv56LSea3cIAJCdqLZA4NXswxztgpY4A8RdVsBzIcccdp5UrV5q5SABAEhrBU6NjQr0FYAUnPsSPcZoRLWotED9VATPPYQmO4TDgBKYGy5LUoEEDsxcJAJa5LsrPcXuTL74P81FvAcSbHS4C0tsMVqLWAnE2yKj8cxkCdSQT04NlAAAAAMnDyof4xSraYNpp2wkAjubSgBlIBgTLAGAyrkADAJKFHXotAwBcwkUBM+eMSBYEywDgx0ibj2cVy4FIog9iOGgCAOdzcq9lAIDDuChgDoVxlmF3BMsAAAAAAqLXMgDAEgTMgO0RLAMAEiraByICAKxFr2UAgCWSNGDmzk4kA4JlAEDYOPgBAHei17LUiu8AAKyVgIA5d1DXuC4fSDZpVjcAAAAAgDO8quS/86R6b2x6ZgOADQ0ypJz4jD3cM2dRrXC5Z86iuKwrXPkeDxc3YVsEywAAAAAilj+YO1kAABap6rkch4C5epCcO6irT9BsdsjcakLtespFTTgJQ2EAAOKGwAEAkgfDYQAAbCfOw2P0zFkUNGg2A+dMcDJ6LAMAAAAIS7IPgwEAcKg49mCWEjscRlUvZsAJ6LEMAIhIrAc5jA8GAM5Vcx/OiS8AwFYS8IA/APsRLAOACxEEAABQG/URAJJEkgXM+Z749MQGYkWwDAAAACBs3HkCAHCMJAuYAbshWAYAG3BCD6lIHyrBQygAwB2cUMMAAC5HuAzEBcEyALgIYS8AwAz0WgYAOA69lwHTESwDQADXWd0AAAAcgl7LAADHIGAGTEOwDAAAACBiyd5rmbAcAJIcATMQM4JlAKhhJE/cjZtkDyEAAMmJ+gUAScxmATMXNuEkBMsAgJCqxmYO9yCHsZwBwH2qaoRTT4id2m4AgElsFjADTkCwDAAWckMAy4k6ACSvQD152fcDAByLgBkIG8EyAAAAAFNUD5QJlwEAjmZBwEzthNMQLAOAS7ihdzQAIPEYfxgAkNQSFDATKsOJCJYBwESEt3wHAID9OEkGACSNOAbMoeolF3FhVwTLAOAwiQ5uCYoBAKEEO+ElXAYAJBUTA+b8wdRJOFua1Q0AgGTDgYF/XGUHANhVsNpN/QIA+FUVLud4IvoY54tIJgTLAODHdVY3IElw0AQA7tHKMJTv8X9ynT+YO2AAAEmqeu/lACFzLOdFXOCEnREsAwDCEs7BEKEBAAAAANeq0Ys51o42hMqwO8ZYBgAXiDbwJSgGAJiFu1gAAK7x5zjMsQTDhMpwAnosA0A1IwPcwgsAAEILNhwGAABuVDMgDlUnCZThJATLAABTBOvdzMERAEBirGUAADg3QjJhKAwAAAAApkmmE+Zk2hYAAACzESwDAPyKtUcZY2kCAPyxW32wW3sAAACcgmAZAJJcIm455rZmAEB19PQFAABIfgTLAFDDdVY3wIbozQUAMBN1BQAAwPkIlgHAJMnUM5geyOHbvXu32rZta3UzAABIWtRaAADiL5p6S7AMABZJ5vC2ek+0ZL8d+q233lLr1q2tbgYA2E6o/b/dey0ne/1yEmotAADxF029JVgGgDAkcwgcK7t9N+Xl5SopKfH5Kysr8ztvXl6eTj/9dI0dO9Y7bcqUKRoyZIgGDhyo3NzcoOsqKSnRvn37VL9+fVO3AQAAO6uoqKDWAgAQZ+HWWsm6epsW0dwWGjZsmDIyMrR+/XqNGjVKzZo183n/5Zdf1pIlS9SsWTMtXbpUEyZMUFZWlkWtBeBEIz0eq5tgumhCX6uC4vK9qVo0qmdsC/lmiuZlztPIkSN9Jo8YMUIPPvhgrdlXrFihHj16eF8XFhZq7Nix+vbbb1VaWqouXbpo+fLlWrJkicaMGeOd77jjjtPIkSM1efJk9e/fX7Nnz46t3TZBrQVgtlaGofwg9TV/sLUXKAP1mrbbRVMzLX+6q9S4TfQLWLJOB6yerszMTJ/J1NrwUGsBIPmte/dYrfshhnPbrY1Uf/fusGutZF29dUSwPHv2bG3btk0vvPCC5s2bp/vvv1+vvvqqzzwFBQX6z3/+o9TUVI0bN05PP/10rWBBksrKyrRv3z7v65KSkri3HwDipdUEa28ltuOJd69evTRz5kyfaWlp/std//79tWrVKu/rBQsWqF27dvJ4PMrIyFDdunW1bt06de7cWe+++26tz+/cuVMffvihfv75Z73//vvq27evuRuTQNRaAEC4jj76aC1ZssRnGrU2NGotACBcDRo00LZt23ymBaq1knX11hFDYXz++ec66aSTJEldu3bVZ599Vmuee+65R6mpqZIqb82qV6+e32WNHj1amZmZ3r8mTZrEr+EAkobdx4E0ixlBsdXjK6empiojI8PnLz09PazPFhQU+NSP+vXrq6CgIOD8d911l44//ngZhqG6devG3HYrUWsBxAtjFSeflJQUam0UqLUAgEhEW2ulxNVbRwTL1b+MjIwM7dy5M+C8xcXFmjNnjm655Ra/7w8dOlTFxcXev+3bt8ejyQAc6jqrG2AiO/YmtrusrCwVFRV5XxcWFoa8/bRz585avHixzjrrrHg3L66otQCsYsuLt4MIw+OFWkutBQDEX6LqrW2GwigvL9dpp51Wa3rHjh19voySkhI1atTI7zLKysp0++236+mnnw442HR6enpECT8A2EW8g+JIl5+MwXW3bt103333SZJKS0u1Z88etWkTwziUNkOtBWCVUGMt20ky1jc7odZSawEA8ZeoemubYDk1NVULFizw+97s2bP11ltvSZK++eYbb3JeWlqq4uJiNW7cWPv27dPtt9+uu+++W23bttX06dN10UUXJar5AJC0bNmTzCRTp05Vbm6u0tPTdcwxx6hv377Kzs5Wdna2iouLlZOTo5QUR9zcExZqLQC7suIhfslc3+yEWrsftRYAEC9W1VvbBMvB9O7dW7Nnz9bYsWP1008/eZ9eOGXKFC1dulRPPPGEhgwZok8//dQ7UHWzZs0owAAi4uZhMMya3+rxlSN16aWX6tJLL/WZ1q9fP/Xr18+iFlmHWgsg3pzUaxnmodbuR60FAMSLVfXWYxgOOPOPo5KSEmVmZqq4uFgZGRlWNweAhWI92a0KW8PtAVU9nA3nM+GEuaHm9fe5UPNGsvxog+X169er9bEnSvfvDPszfs0YrFEXHKp//etfsS0HpqLWAqgSqtYmstdyoNrrhAuj0WrcuLF2XPuN1DiGW2GXvKy+xvuaPn26ae1C7Ki1AGAPZ599tj476GapQwyB7tblav7B+dq0aZN5DYuT5LnnCABi4OQeVDVPwsM9KW81IboTeMaeBAAAAAAABMsAYKJoeiubKR7Lrb7MYMtnrEoAQCjJ3BsYAADAbRwxxjIA2F28e/GGWr6VvYj9DpVBcAAAiEKiHuLnxmEwAAAAzEaPZQBAWBgCAwBgBsJbAACA5ECwDAAhEKhG9uBAAABiQW0BAABwBoJlAAjB6hNcgm0AQLKh1zIAAIDzESwDAExFWAAAiFU8L+oyvjIAAIA5CJYBAFGxuic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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_section(eq2, \"|F|\", norm_F=True, log=True);" - ] - }, { "cell_type": "code", "execution_count": null, diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index 16b46352f4..d2b9de885a 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -53,8 +53,9 @@ def _Kd(params, transforms, profiles, data, **kwargs): def _R_eff(params, transforms, profiles, data, **kwargs): grid = transforms["grid"].source_grid - Kd_wells,_,masks = extract_Kd_wells(data["Kd"]) - _,_,R_eff = fit_Kd_wells(grid.nodes[:,2], Kd_wells, masks) + n_wells = kwargs.get("n_wells",5) + Kd_wells,_,masks = extract_Kd_wells(data["Kd"],n_wells=n_wells) + _,_,R_eff = fit_Kd_wells(grid.nodes[:,2],Kd_wells, masks, n_wells=n_wells) data["R_eff"] = R_eff return data @@ -75,7 +76,8 @@ def _R_eff(params, transforms, profiles, data, **kwargs): def _L_par(params, transforms, profiles, data, **kwargs): grid = transforms["grid"].source_grid - _,length_wells,_ = extract_Kd_wells(data["Kd"],order=True) + n_wells = kwargs.get("n_wells",5) + _,length_wells,_ = extract_Kd_wells(data["Kd"],n_wells=n_wells,order=True) L_par = jnp.diff(grid.nodes[:,2])[0]*length_wells data["L_par"] = L_par return data diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py index 4f55ec3afb..72153a827a 100644 --- a/desc/integrals/critical_gradient.py +++ b/desc/integrals/critical_gradient.py @@ -5,7 +5,7 @@ # @functools.partial(jit,static_argnames=["n_wells","order"]) -def extract_Kd_wells(Kd,n_wells=7,order=False): +def extract_Kd_wells(Kd,n_wells=5,order=False): # Step 1: Identify sign changes in Kd signs = jnp.sign(Kd) @@ -96,7 +96,7 @@ def weighted_least_squares(l, Kd, mask): # @functools.partial(jit, static_argnames="n_wells") -def fit_Kd_wells(l, Kd_wells, masks, n_wells=7): +def fit_Kd_wells(l, Kd_wells, masks, n_wells=5): """ Fit the quadratic function to each well using masks. @@ -132,187 +132,4 @@ def fit_Kd_wells(l, Kd_wells, masks, n_wells=7): R_eff_array = jnp.abs(1/R_eff_inv_array) - return R_eff_inv_array, ln_squared_array, R_eff_array - - - -### OLD ### - -# from ..equilibrium.coords import get_rtz_grid TODO why can't I import this? - -# TODO can't import from desc.equilibrium because of a circular import -# def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200): -# '''Creates a field line aligned grid for chosen value of rho and alpha in rtz coordinates - -# Notes : Toroidal grid in zeta is defined between 0 and 2*(n_pol/(iota*NFP))*jnp.pi - -# Parameters -# ---------- -# eq : equilibrium -# A DESC equilibrium object -# rho : float -# DESC rho coordinate, has to be between 0 and 1 -# default : rho=0.5 surface -# alpha : float -# field line label -# default : alpha = 0 -# n_pol : int -# number of poloidal turns for the grid -# default : 4 -# n_points : int -# number of points for each poloidal turn -# default : 200 - -# Returns -# ------- -# grid : Grid -# grid in rtz coordinates for a chosen flux surface and field line label -# ''' -# # Get initial grid to get iota value on the chosen field line -# initial_grid = get_rtz_grid( -# eq, -# jnp.array(rho), -# jnp.array(alpha), -# jnp.array(0), -# coordinates="raz", -# period=(jnp.inf,2*jnp.pi,jnp.inf) -# ) -# iota = jnp.abs(eq.compute("iota",grid=initial_grid)["iota"]) -# NFP = eq.NFP -# n_tor = n_pol/(iota*NFP) -# zeta = jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol) - -# # Create output grid -# grid = get_rtz_grid( -# eq, -# jnp.array(rho), -# jnp.array(alpha), -# zeta, -# coordinates="raz", -# period=(jnp.inf,2*jnp.pi,jnp.inf), -# ) -# return grid - -# def Kd_quadratic(l, Reff_inv, ln): -# '''Quadratic function for fitting the drift curvature profile - -# This function models the drift curvature as a quadratic profile, where the -# peak of the well is centered at the midpoint of the arc length (lc). It -# fits the profile based on two parameters: -# - Reff_inv: Inverse of the effective radius of curvature. -# - ln: Characteristic length scale of the drift well. - -# Notes : -# - Uses R_eff_inv instead of 1/R_eff for the fitting as the function is used to fit -# both wells and peaks and curve_fit has trouble going through R_eff = 0 whe optimizing - -# Parameters: -# l : array-like -# Arc length values. -# Reff_inv : float -# Inverse of the effective radius of curvature (1/Reff). -# ln : float -# Characteristic length of the drift well. - -# Returns: -# array-like -# The quadratic drift profile values at each point in l -# ''' -# lc = (l[0]+l[-1])/2 -# return Reff_inv * (1 - (l - lc)**2 / ln**2) - -# def fit_drift_peaks(l,Kd): -# '''Fits all regions of bad curvatude of the drift curvature with a desired quadratic fit of -# the form Kd(l) = R_eff_inv*(1-(l-l_c)^2/l_n^2) with R_eff and l_n free fitting parameters -# For more information go to https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 - -# Notes : -# - Considers the drift curvature is bad at the outboard midplane (zeta=0,theta=0,alpha=0) and fits -# only the curvature peaks/valleys that have the same sign as the value at tht point -# - Drift curvature convention follows the paper above Kd = a^2*∇α·(b × κ) which is equal to -# a^2*|B|*cvdrift where cvdrift is the drift curvature defined in DESC - - -# Parameters -# ---------- -# l : numpy.ndarray -# array of toroidal coordinates along the field line -# Kd : numpy.ndarray -# drift curvature - -# Returns: -# data : dict -# A dictionary containing the following keys: -# - 'peaks': List of tuples where each tuple contains: -# - `l_peak` : Arc length values corresponding to the drift peak region. -# - `Kd_peak` : Curvature drift values in that region. - -# - 'fits': List of fitting parameters for each drift peak. The parameters -# are from fitting a quadratic function to each peak. - -# - 'values': List of computed values for each peak: -# - `R_eff`: The effective radius of curvature obtained from the fit. -# - `L_par`: The parallel length of the identified peak. - -# ''' - -# # Initialize the lists -# peaks = [] -# fits = [] -# values = [] - -# # Find the value at theta = 0 -# val_0 = Kd[0] - -# # Find indices where Kd changes sign (crosses zero) -# zero_crossings = jnp.where(jnp.diff(jnp.sign(Kd)))[0] - -# # Initialize lists to store valid peak intervals -# peak_indices = [] - -# # TODO define a better way for the len_thres, maybe remove -# len_thres = 50 - -# # Loop over zero crossing pairs to check if it's a peak or a valley -# for i in range(0, len(zero_crossings)-1): -# l_min_idx = zero_crossings[i] -# l_max_idx = zero_crossings[i + 1] -# len_peak = l_max_idx-l_min_idx - -# # # Skip if there's insufficient data points -# if len_peak < len_thres: -# continue - -# # Check the midpoint value of Kd -# mid_idx = (l_min_idx + l_max_idx) // 2 -# if Kd[mid_idx]*val_0 > 0: # Keep the range if it's abad curvature (same as initial) -# peak_indices.append((l_min_idx, l_max_idx)) -# else : -# continue - -# # Define p0 for fitting, the importance is on the sign as the curve_fit has trouble when it has to change sign -# p0 = jnp.sign(val_0)*jnp.array([1,1]) - -# # Loop through valid peak indices and perform fitting -# for l_min_idx, l_max_idx in peak_indices: -# # Extract the arc length and Kd values within the peak -# l_peak = l[l_min_idx:l_max_idx+1] -# Kd_peak = Kd[l_min_idx:l_max_idx+1] - -# # Fit the quadratic curve to the peak -# popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0) - -# R_eff = jnp.abs(1/popt[0]) -# L_par = l[l_max_idx] - l[l_min_idx] - -# # Store the peak data and fitting parameters -# peaks.append((l_peak, Kd_peak)) -# fits.append(popt) -# values.append([R_eff,L_par]) - -# data = { -# "peaks" : peaks, -# "fits" : fits, -# "values": values, -# } -# return data + return R_eff_inv_array, ln_squared_array, R_eff_array \ No newline at end of file diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 5a2fa6fcb9..056de323f4 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -7,10 +7,281 @@ from desc.utils import Timer from desc.grid import LinearGrid -from .normalization import compute_scaling_factors from .objective_funs import _Objective from ..equilibrium.coords import get_rtz_grid +# class EffectiveRadius(_Objective): +# '''The effective radius of curvature is a proxy for turbulent transport +# TODO Finish descirption + +# Parameters +# ---------- +# eq : Equilibrium +# Equilibrium that will be optimized to satisfy the Objective. +# target : {float, ndarray, callable}, optional +# Target value(s) of the objective. Only used if bounds is None. +# Must be broadcastable to Objective.dim_f. +# bounds : tuple of {float, ndarray, callable}, optional +# Lower and upper bounds on the objective. Overrides target. +# Both bounds must be broadcastable to Objective.dim_f. +# weight : {float, ndarray}, optional +# Weighting to apply to the Objective, relative to other Objectives. +# Must be broadcastable to Objective.dim_f +# normalize : bool, optional +# This quantity is already normalized so this parameter is ignored. +# Whether to compute the error in physical units or non-dimensionalize. +# normalize_target : bool, optional +# Whether target and bounds should be normalized before comparing to computed +# values. If `normalize` is ``True`` and the target is in physical units, +# this should also be set to True. +# loss_function : {None, 'mean', 'min', 'max'}, optional +# Loss function to apply to the objective values once computed. This loss function +# is called on the raw compute value, before any shifting, scaling, or +# normalization. +# deriv_mode : {"auto", "fwd", "rev"} +# Specify how to compute Jacobian matrix, either forward mode or reverse mode AD. +# "auto" selects forward or reverse mode based on the size of the input and output +# of the objective. Has no effect on self.grad or self.hess which always use +# reverse mode and forward over reverse mode respectively. +# rho : ndarray +# Unique coordinate values specifying flux surfaces to compute on. +# defaults to 0.5 surface +# alpha : ndarray +# Unique coordinate values specifying field line labels to compute on. +# defaults to 0 +# n_pol : int +# Number of poloidal transits to follow field line. +# knots_per_transit : int +# Number of points per poloidal transit at which to sample data along field +# line. Default is 200. +# grid : Collocation grid containing the nodes used to compute the drift curvature and fit the drift wells +# Defaults to TODO +# n_wells : Number of wells to fit +# Defaults to 10 +# target_type : {"max", "mean", "all"} +# Whether to target only the largest value of R_eff, the average of the values along the field line +# or all the values at the same time TODO see if all is possible +# Defaults to max +# name : str, optional +# Name of the objective function. +# ''' + +# # _coordinates = "rtz" +# # _coordinates = "" +# _scalar = False +# _units = "~" +# _print_value_fmt = "Effective radius of curvature R_eff: " + +# def __init__( +# self, +# eq, +# target=None, +# bounds=None, +# weight=1, +# normalize=True, +# normalize_target=True, +# loss_function=None, +# deriv_mode="auto", +# rho=0.5, # TODO make more outside +# alpha=0.0, +# n_pol=10, +# knots_per_transit=200, +# grid = None, +# n_wells=10, +# target_type = "max", +# name="Effective radius", +# ): +# if target is None and bounds is None: +# target = 0.0 +# self._rho = rho +# self._alpha = alpha +# self._n_pol = n_pol +# self._knots_per_transit = knots_per_transit +# self._grid = grid +# self._n_wells = n_wells +# self._target_type = target_type +# super().__init__( +# things=eq, +# target=target, +# bounds=bounds, +# weight=weight, +# normalize=normalize, +# normalize_target=normalize_target, +# loss_function=loss_function, +# deriv_mode=deriv_mode, +# name=name, +# ) + +# def build(self, eq=None, use_jit=True, verbose=1): +# """Build constant arrays. + +# Parameters +# ---------- +# eq : Equilibrium, optional +# Equilibrium that will be optimized to satisfy the Objective. +# use_jit : bool, optional +# Whether to just-in-time compile the objective and derivatives. +# verbose : int, optional +# Level of output. + +# """ +# eq = self.things[0] + +# # we need a uniform grid to get correct surface averages for iota +# iota_grid = LinearGrid( +# rho=self._rho, +# M=eq.M_grid, +# N=eq.N_grid, +# NFP=eq.NFP, +# ) +# self._iota_keys = ["iota", "iota_r", "shear"] +# iota_profiles = get_profiles(self._iota_keys, obj=eq, grid=iota_grid) +# iota_transforms = get_transforms(self._iota_keys, obj=eq, grid=iota_grid) + +# # Separate grid to calculate the right length scale for normalization +# len_grid = LinearGrid(rho=1.0, M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP) +# self._len_keys = ["a"] +# len_profiles = get_profiles(self._len_keys, obj=eq, grid=len_grid) +# len_transforms = get_transforms(self._len_keys, obj=eq, grid=len_grid) + +# if self._grid is None: +# # Get value of iota on the chosen surface +# iota_grid = get_rtz_grid( +# eq, +# jnp.array(self._rho), +# jnp.array(self._alpha), +# jnp.array(0), +# coordinates="rtz", +# period=(jnp.inf,2*jnp.pi,jnp.inf), +# ) +# iota = jnp.abs(eq.compute("iota",grid=iota_grid)["iota"][1] +# n_tor = self._n_pol/(iota*eq.NFP) +# grid = get_rtz_grid( +# eq, +# jnp.array(self._rho), +# jnp.array(self._alpha), +# jnp.linspace(0,2*n_tor*jnp.pi,self._n_pol*self._knots_per_transit), +# coordinates="raz", +# iota = iota, +# period=(jnp.inf,2*jnp.pi,jnp.inf), +# ) +# else : +# grid = self._grid +# # Optimize on all ("all") wells or optimize on a single well ("max" or "mean") +# if self._target_type == "all": +# self._dim_f = self._n_wells +# else : +# self._dim_f = 1 +# self._data_keys = ["R_eff"] +# timer = Timer() +# if verbose > 0: +# print("Precomputing transforms") +# timer.start("Precomputing transforms") + +# profiles = get_profiles(self._data_keys, obj=eq, grid=grid) +# transforms = get_transforms(self._data_keys, obj=eq, grid=grid) + +# zeta = jnp.linspace(0,2*jnp.pi * self._n_pol, self._n_pol * self._knots_per_transit) + +# self._args = get_params( +# self._iota_keys + self._len_keys + self._data_keys, +# obj="desc.equilibrium.equilibrium.Equilibrium", +# has_axis=False, +# ) + +# self._constants = { +# "iota_transforms": iota_transforms, +# "iota_profiles": iota_profiles, +# "len_transforms": len_transforms, +# "len_profiles": len_profiles, +# "transforms": transforms, +# "profiles": profiles, +# "rho": self._rho, +# "alpha": self._alpha, +# "zeta": zeta, +# } + +# timer.stop("Precomputing transforms") +# if verbose > 1: +# timer.disp("Precomputing transforms") + +# super().build(use_jit=use_jit, verbose=verbose) + +# def compute(self, params, constants=None): +# """Compute effective radius + +# Parameters +# ---------- +# params : dict +# Dictionary of equilibrium degrees of freedom, eg Equilibrium.params_dict +# constants : dict +# Dictionary of constant data, eg transforms, profiles etc. Defaults to +# self.constants + +# Returns +# ------- +# R_eff : float/ndarray +# if target_mode is max/mean, maximum or average effective radius along the field line +# if target_mode is all, array or effective radii along the field line +# """ +# eq = self.things[0] + +# if constants is None: +# constants = self.constants + +# # we first compute iota on a uniform grid to get correct averaging etc. +# iota_data = compute_fun( +# eq, +# self._iota_keys, +# params=params, +# transforms=constants["iota_transforms"], +# profiles=constants["iota_profiles"], +# ) + +# len_data = compute_fun( +# eq, +# self._len_keys, +# params=params, +# transforms=constants["len_transforms"], +# profiles=constants["len_profiles"], +# ) + +# # we prime the data dict with the correct iota values so we don't recompute them +# # using the wrong grid +# data = { +# "iota": iota_data["iota"][0], +# "iota_r": iota_data["iota_r"][0], +# "shear": iota_data["shear"][0], +# "a" : len_data["a"], +# } + +# # grid = eq.get_rtz_grid( +# # rho, +# # alpha, +# # zeta, +# # coordinates="raz", +# # iota = data["iota"], +# # period=(jnp.inf, 2 * jnp.pi, jnp.inf), +# # params=params, +# # ) + +# data = compute_fun( +# eq, +# self._data_keys, +# params=params, +# transforms=constants["transforms"], +# profiles=constants["profiles"], +# # get_transforms(self._data_keys, eq, self._grid, jitable=True), +# # profiles=get_profiles(self._data_keys, eq, self._grid), +# data=data, +# ) +# return data["R_eff"] +# # if self._target_type == "max": +# # return jnp.max(data["R_eff"]) +# # else : +# # return jnp.mean(data["R_eff"]) + + class EffectiveRadius(_Objective): '''The effective radius of curvature is a proxy for turbulent transport TODO Finish descirption @@ -57,6 +328,8 @@ class EffectiveRadius(_Objective): line. Default is 200. grid : Collocation grid containing the nodes used to compute the drift curvature and fit the drift wells Defaults to TODO + n_wells : Number of wells to fit + Defaults to 10 target_type : {"max", "mean", "all"} Whether to target only the largest value of R_eff, the average of the values along the field line or all the values at the same time TODO see if all is possible @@ -65,7 +338,7 @@ class EffectiveRadius(_Objective): Name of the objective function. ''' - _coordinates = "rtz" + # _coordinates = "rtz" # _coordinates = "" _scalar = False _units = "~" @@ -86,7 +359,8 @@ def __init__( n_pol=10, knots_per_transit=200, grid = None, - target_type = "max", + n_wells=10, + target_type = "all", name="Effective radius", ): if target is None and bounds is None: @@ -96,6 +370,7 @@ def __init__( self._n_pol = n_pol self._knots_per_transit = knots_per_transit self._grid = grid + self._n_wells = n_wells self._target_type = target_type super().__init__( things=eq, @@ -141,56 +416,36 @@ def build(self, eq=None, use_jit=True, verbose=1): len_profiles = get_profiles(self._len_keys, obj=eq, grid=len_grid) len_transforms = get_transforms(self._len_keys, obj=eq, grid=len_grid) - if self._grid is None: - # Get value of iota on the chosen surface - iota_grid = get_rtz_grid( - eq, - jnp.array(self._rho), - jnp.array(self._alpha), - jnp.array(0), - coordinates="rtz", - period=(jnp.inf,2*jnp.pi,jnp.inf), - ) - iota = eq.compute("iota",grid=iota_grid)["iota"][1] - n_tor = self._n_pol/(iota*eq.NFP) - grid = get_rtz_grid( - eq, - jnp.array(self._rho), - jnp.array(self._alpha), - jnp.linspace(0,2*n_tor*jnp.pi,self._n_pol*self._knots_per_transit), - coordinates="raz", - period=(jnp.inf,2*jnp.pi,jnp.inf), - ) - else : - grid = self._grid - self._dim_f = 1 + # Optimize on all ("all") wells or optimize on a single well ("max" or "mean") + if self._target_type == "all": + self._dim_f = self._n_wells + else : + self._dim_f = 1 self._data_keys = ["R_eff"] timer = Timer() if verbose > 0: print("Precomputing transforms") timer.start("Precomputing transforms") - profiles = get_profiles(self._data_keys, obj=eq, grid=grid) - transforms = get_transforms(self._data_keys, obj=eq, grid=grid) - - zeta = jnp.linspace(0,2*jnp.pi * self._n_pol, self._n_pol * self._knots_per_transit) - self._args = get_params( self._iota_keys + self._len_keys + self._data_keys, obj="desc.equilibrium.equilibrium.Equilibrium", has_axis=False, ) + self._hyperparameters = { + "n_wells" : self._n_wells, + } + self._constants = { "iota_transforms": iota_transforms, "iota_profiles": iota_profiles, "len_transforms": len_transforms, "len_profiles": len_profiles, - "transforms": transforms, - "profiles": profiles, "rho": self._rho, "alpha": self._alpha, - "zeta": zeta, + "n_wells": self._n_wells, + "quad_weights": 1.0, } timer.stop("Precomputing transforms") @@ -238,6 +493,7 @@ def compute(self, params, constants=None): profiles=constants["len_profiles"], ) + rho, alpha = constants["rho"], constants["alpha"] # we prime the data dict with the correct iota values so we don't recompute them # using the wrong grid data = { @@ -246,30 +502,38 @@ def compute(self, params, constants=None): "shear": iota_data["shear"][0], "a" : len_data["a"], } - - # grid = eq.get_rtz_grid( - # rho, - # alpha, - # zeta, - # coordinates="raz", - # iota = data["iota"], - # period=(jnp.inf, 2 * jnp.pi, jnp.inf), - # params=params, - # ) + n_tor = self._n_pol/(data["iota"]*eq.NFP) + zeta = jnp.linspace(0,2*jnp.pi*n_tor, self._n_pol * self._knots_per_transit) + + # if self._grid is None: + # # Get value of iota on the chosen surface + grid = eq.get_rtz_grid( + rho, + alpha, + zeta, + coordinates="raz", + iota = data["iota"], + period=(jnp.inf,2*jnp.pi,jnp.inf), + ) + # else : + # grid = self._grid data = compute_fun( eq, self._data_keys, - params, - get_transforms(self._data_keys, eq, self._grid, jitable=True), - profiles=get_profiles(self._data_keys, eq, self._grid), + params=params, + transforms=get_transforms(self._data_keys, eq, grid, jitable=True), + profiles=get_profiles(self._data_keys, eq, grid), data=data, + **self._hyperparameters, ) - return data["R_eff"] - # if self._target_type == "max": - # return jnp.max(data["R_eff"]) - # else : - # return jnp.mean(data["R_eff"]) + + if self._target_type == "max": + return jnp.max(data["R_eff"]) + elif self._target_type == "mean" : + return jnp.mean(data["R_eff"]) + elif self._target_type == "all" : + return data["R_eff"] From 5000336f948ea68c45e17ce7d3b2da3a68fcc27f Mon Sep 17 00:00:00 2001 From: kfrybes Date: Wed, 23 Oct 2024 15:58:01 -0400 Subject: [PATCH 07/23] Cleaning up the critical_gradient2 notebook to be understandable --- Critical_gradient2.ipynb | 295 ++++++++------------------------------- 1 file changed, 56 insertions(+), 239 deletions(-) diff --git a/Critical_gradient2.ipynb b/Critical_gradient2.ipynb index 90f0d2d1ef..cf4ea6599f 100644 --- a/Critical_gradient2.ipynb +++ b/Critical_gradient2.ipynb @@ -9,25 +9,9 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DESC version 0.12.2+414.g006934812.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", - "Using device: CPU, with 24.89 GB available memory\n" - ] - } - ], + "outputs": [], "source": [ "# Imports\n", "\n", @@ -38,23 +22,11 @@ "from scipy.integrate import cumulative_trapezoid\n", "from scipy.optimize import curve_fit\n", "\n", - "# plt.rcParams.update({\"font.size\": 18})\n", - "sys.path.insert(0, os.path.abspath(\".\"))\n", - "sys.path.append(os.path.abspath(\"../../../\"))\n", - "\n", "import desc.io\n", "from desc.equilibrium.coords import get_rtz_grid\n", - "from desc.grid import Grid\n", + "from desc.grid import LinearGrid\n", "# from desc.compute.utils import dot\n", - "from desc.backend import jnp\n", - "from desc.plotting import plot_surfaces\n", - "from desc.examples import get\n", - "from desc.integrals import Bounce1D\n", - "from desc.integrals.bounce_utils import (\n", - " _get_extrema,\n", - " bounce_points,\n", - " get_pitch_inv_quad,\n", - ")" + "from desc.examples import get" ] }, { @@ -66,30 +38,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ - "# Load heliotron equilibrium\n", - "eq_fam_helio = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/input.HELIOTRON_output.h5\")\n", - "eq_helio = eq_fam_helio[-1]\n", - "\n", - "# Load w7x high mirror equilibrium\n", - "eq_fam_w7x = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/w7x_output.h5\")\n", - "eq_w7x = eq_fam_w7x[-1]\n", - "\n", - "# Load precise QA equilibrium\n", - "eq_precise_QA = desc.io.load(\"/home/jjfrybes/DESC/docs/notebooks/tutorials/DESC_from_NAE_precise_QA_output.h5\")\n", - "\n", - "# Load NCSX equilibrium\n", - "eq_fam_NCSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/NCSX_output.h5\")\n", - "eq_NCSX = eq_fam_NCSX[-1]\n", - "\n", - "eq_fam_HSX = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/HSX_output.h5\")\n", - "eq_HSX = eq_fam_HSX[-1]\n", - "\n", - "eq_fam_w7x2 = desc.io.load(\"/home/jjfrybes/DESC/desc/examples/W7-X_output.h5\")\n", - "eq_w7x2 = eq_fam_w7x2[-1]" + "eq = get(\"HSX\")" ] }, { @@ -272,7 +225,6 @@ "metadata": {}, "outputs": [], "source": [ - "import scipy.ndimage\n", "def moving_average(x, w):\n", " return np.convolve(x, np.ones(w), 'valid') / w\n", "\n", @@ -310,14 +262,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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"text/plain": [ - "
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" ] }, "metadata": {}, @@ -325,129 +277,12 @@ } ], "source": [ - "grid,drift_curvature,a,l,data=get_everything(eq_w7x,n_pol=10,plot=True);" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [], - "source": [ - "eq = eq_w7x2.copy()\n", - "grid = get_field_line_grid(eq,n_pol=3)\n", - "zeta = grid.nodes[:,2]" + "grid,drift_curvature,a,l,data=get_everything(eq,n_pol=10,plot=True);" ] }, { "cell_type": "code", - "execution_count": 61, - "metadata": {}, - "outputs": [], - "source": [ - "diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - "l = get_arc_length(diff_l,grid)\n", - "a = get_value(eq,\"a\",grid)\n", - "coord = l/a" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_along_field_line(eq,grid,var1_name,var2_name,x_coord):\n", - " var1 = get_value(eq,var1_name,grid)\n", - " var2 = get_value(eq,var2_name,grid)\n", - "\n", - " fig, ax1 = plt.subplots()\n", - "\n", - " # Plot Kd on the first y-axis (ax1)\n", - " ax1.plot(x_coord, var1, label=var1_name, color='blue')\n", - " ax1.set_xlabel(\"l/a\")\n", - " ax1.set_ylabel(var1_name, color='blue')\n", - " ax1.tick_params(axis='y', labelcolor='blue')\n", - "\n", - " # Create a second y-axis sharing the same x-axis (ax1)\n", - " ax2 = ax1.twinx()\n", - "\n", - " ax2.plot(x_coord, var2, label=var2_name, color='red')\n", - " ax2.set_ylabel(var2_name, color='red')\n", - " ax2.tick_params(axis='y', labelcolor='red')\n", - "\n", - " # Add a title (optional)\n", - " plt.title(f'Plot of {var1_name} and {var2_name} vs l/a with Different Scales')\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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UvNasWTN07969IN27UaNGNosBAEhNTcVVV12FjRs3Ijs7u8SxXRrl/W05OTmoXLkyPvroI7z//vuYOXMmhg8fjpSUFDRp0kSjv1owArHY+AB+fn544IEH8NVXX+Hy5csAGIRYq1atgouCmoWQkZGBOXPm4L333iuxn8jISHTp0gUff/wxAJp2P/nkEwwbNgwNGzZ0eX49evTAr7/+it9++w133XVXiToexRk6dCiqV6+OL7/8EgBvmN9//32Zn2ndujU2b96MjIwMALxJOoO/vz/uvPNOzJo1q+DiqY5fHpUrVwbAuhp16tQpcOU1btwYwcHBBavCs2fP2l0hZmdnF9QxOX/+PH744Qfcc889Ntv89NNPyMzMBADMmDED1atXx9ChQx0ewx5jx47FyZMnsXDhQgAUNerPZdG1a1e0adMGI0eOxPjx4wteT0hIwL333gtFURAcHIxevXohJyfHIQvJlStXsHjxYgwfPrzgtdatWyM1NRWHDx8GAMybN8+hv2vUqFF46623EBMTAwC48cYbsW/fPsyfPx9du3Yt87OhoaHIyMjA5cuXNa+PsmvXLgwbNgwDBw7EQw895Na+unTpgujoaJtg2mXLltkIQ3uo7uWvvvqqwAJz9OhRdOnSpeDccQT1ewJ4fufl5ZXY5vLly5gxY0bB/w8A0tLSsHr1alx33XUAGEi8YcOGApF88eJFjBgxAhkZGWjVqhX8/PwKjue0tDRs3brV5b/t8OHDGDx4MHJzcxEQEIC+ffsiLy9PE9egYDAmxvcILrBt2zYlNjZWAaC0atVKueOOO0ps8/LLLyuNGjVSQkNDlVGjRimKoijZ2dnKc889p0RHRys9e/ZUBg0apCQlJRV8Jjc3Vxk6dKjSsWNHJSYmRklOTrY7/tGjR5XRo0cr3bt3V7p27aqMHz9eOXfunKIoijJjxgylVatWSnBwsBIbG6v8/vvvdvfRt29fJTQ0VKlTp45y6623Fry+aNEiJTg4WGnfvr3doMqiJCQkKJGRkUp0dLQyZMgQ5ZlnnikYt2jND5UzZ84oI0eOVJo2baqMHDlSefrppxUASnR0tJKSkqLcfffdSmhoaEFwqBqMGRoaqowbN05RFEXJyMhQ7rrrLqVt27ZK//79lY8//lgBoHTo0MHu3/ree+8V7OPuu+9Wdu7cqbRt21YBoHTt2lVJSUlR5syZozRt2lTp1auXcvvttyt9+vRR6tSpo0yePFlRlMKg0HfeeUcZMGCA0rp1a+WJJ55Qrly5UjBOo0aNlJdeekm54YYblOjoaKVLly4FAaGKopQ7RlksXLhQ6dChg9KtWzfl1ltvVR5++GGld+/e5X7uk08+UZo0aVIQcKooPHZuv/12pWvXrkpsbKwSGRmpLFiwwO7nix/Df/75p9K9e3ebbbKzs5V77rlHadSokTJ8+HBlypQpBf+P1atXlzq3tLQ0BYCya9eugtf69OljE1ibkpKiREdHFxwjGzZsUBRFUb788kulWbNmSmRkpPLhhx8qK1asUDp06KAAKAhSVc/P0uZR/ByOjY0tOC+/+OILJS8vr2DbcePGFRyXr732mt1zrLTz7tixY8rYsWOVrl27Kn369FGGDx+uHDx4UFEU22MzNjZWOXr0qM33+sILLyiRkZFKnz59lD59+igrVqxQFEVx+O9duHCh0rx5cyUmJkZ57rnn7P4fTpw4oTzzzDNKZGSk0rt3b6VXr15KVFSUMmvWLJvtFi1apHTv3l3p1auX0q1bN+Xnn38ueO+9995TGjZsqPTv31+57777lPbt2yuNGjVSPvjgg1Kvg6X9bRcvXlQmTpyoREVFKb1791Y6deqkzJgxw+7cBWvjpygiRwXBqsyaNQsvvfSSTdp5cRo3boyXXnrJqWBmRzl16pRNXM3EiRNx/vx5p1Pd3eWBBx5A8+bN8dRTTxk6riAInofE2AiCUCq9evXC+vXrcdVVV+HEiROYP3++XTel3nz66aeGjykIgmciwkawJI899hi2bNlS4vXQ0FAsWLDA+AmZwOeff4533nmnoPBa8Z5UV65cwcCBAwuKxgHOpaADwJgxY3Ds2LESr7dq1QqfffYZBgwYgN69e6NKlSq4ePEinnnmmYLUc0EQBCsirihBEARBELwGyYoSBEEQBMFrEGEjCIIgCILX4PXCJj8/H2fOnCm3NoogCIIgCJ6P1wubc+fOoUaNGgWVLAVBEARB8F68XtgIgiAIguA7iLARBEEQBMFrEGEjCIIgCILXIMJGEARBEASvQSoPC4IgCIJQkrlzgYQEIDMTGDMG6NWr8L2EBODjj4GwMGDLFuCRR4DoaNOmWhQRNoIgCIIg2JKRAUydCmzcCFy+DERGAtu2Af7/OnpOnACeegoIDwcSE/nzypXmzvlfRNgIgiAIgo+Qk5OD3Nxcm9cCAwMRFBRku+G6dUCrVoCfH1CpElC5MpCaCrRowfeHDi3cNj8fqFJF55k7jsTYCIIgCIKPEBcXh5CQEJtHXFxcyQ1PnbIVK1ddxdfs8dlnwKuv6jNhFxCLjSAIgiD4CJMnT8akSZNsXgsMtCMFatYELl4s/D0jg68VZ9o0YNgwoFMnjWfqOmKxEQRBEAQfISgoCJUqVbJ5lHBDAQwE3rOHP1++DFy6BDRtChw9WrjN9OlAo0bADTcA8+cbMn9H8FMURTF7Enpy5swZ1KhRA6dPn0b16tXNno4gCIIgeAZz5zJ4ODMTGDUKqF8fuPVWYP16Cpnx4xk8DDCYeNcuU6erIsJGEARBEASvQVxRguAjnD8PPP44sHmz2TMRfIZz51jfZP16s2ci+BBisREEH2H0aFqWq1cH0tOZwSkIuqLGXlSpAhw4wINPEHRGLDaC4AOcOAH88gvw5pu03MybZ/aMBK/n2DHg11+ZCuzvD3z+udkzEnwEETaC4AP8/jsQEAA89BDQr5+lEhgEb2X+fJoFb7+d5fh//tnsGQk+gggbQfABVq0CYmJYPDQ2FoiPB7zbCS2YTnw80LUrEBICDBkCbNgAHD9u9qwEH0CEjSD4AKtWFfav69kTOHIE2L/f3DkJXs7atRQ2ANC3L02GK1aYOiXBNxBhIwhezunTFDExMfy9Uye2f9myxdRpCd7MmTPsK6R2e65ShfVOEhLMnZfgE4iwEQQvZ+tWPkdE8LlyZaBxY2DnTrNmJHg96sHVvn3ha1FRkvYtGIIIGwOYORO45x7g0CGzZyL4Ilu2ALVrA3XrFr4WFibCRtCRnTvZNLF+/cLXoqNZxTYnx7x5CT6BNMHUmS1bgHHjGKiZlQXMmWP2jARfY/t2oF07up9UwsKAP/4wb06Cl7NrF9C2re1BFx3NnkM7dgAdO5o3N8HrEYuNCyxeDHzxhWNZJR98wJvK998DP/wgVhvBeJKTgdatbV8LC+PrsngWdGH3bqBNG9vX2rRhrI24owSdEWHjAmfPAhMnAu++W/Z2OTks5XDbbcCIEUBwMPDXX4ZMURAKSE4GWrWyfS0sjMfn3r3mzEnwclJTgebNbV8LCAC6dJEAYkF3RNi4wJgxwGOPAdOm0bJaGmvWMDngxhtZp6pXL1p7BMEoTp3iMVhc2LRuTS9BmXE2e/cCH34InDyp6xwFLyMnBzh4EGjWrOR7Xbqwno0g6IgIGxd57DHWmvrzz9K3WbECaNiwcOHSty/riQiCUSQn87m4sAkJAZo2LUPYnD4N9O4N/Oc/wODBQH6+ntMUvIkDB4C8vNKFza5dQGam8fMSfAYRNi5Svz5rT5XVc2flSlZ5VYmMZPuUI0f0n58gABQ2lSoBDRqUfK9Nm0LhU4JPPuHNZ/lyrrAXLdJ1noIXofo3SxM2eXmFNQgEQQdE2LjBDTewB09ubsn3rlxh4c2iwqZTJz5v3GjM/AQhORlo0YI9CIvTqhWQlGTnQ4oCzJjBGgW9e/MgnjVL55kKXkNaGlC1qv1O3k2bAtWqiTtK0BURNm4weDADiRMTS76XmMj4G7WMPQBcfTUXMSJsBKOwFzis0ro13y/hZdq2je6EsWP5+4gRjHq3p+AFoTiHDtk3EQIM7OrcWYSNoCsibNygTRuev/YCgleuZEG04okBERG8bwiCEZQlbFq1orfp8OFib/zxB3DNNYUmxkGDgHPn7Ct4QShOWcIGoDtKVneCjoiwcQM/P+C66+yHH6xaRQt+0fpUANul7NhhzPwE3yY3l1m3ZVlsADvuqBUrGOmu+q9atwZq1qRvVRDKwxFhs3s3cPGicXMSfApLCZu5c4GnngIefNB+9lB8PC0eVqreO2gQyzKcPl34Wm4u51rUDaUSHs7Yuqws4+Yo+Cb79zPztjRhU7MmwyBshE1uLgVMz564cgXIzgbVufT5ERzFEWGTny9dWAXdsIywycgApk5lbZi336a4Ke77P3CgsJGfVejXjwvbpUsLX9u0iYuRooHDKuHhjM20G7QpCBpSWqq3ip8f37PJjNq+Hbh4EWn1e6BOHWDAgH8rbMfEiLARykdRgPT0soVNo0ZU1BJnI+iEZYTNunW8yPr5MT21cmWa0Yty663l7ycnJwdZWVk2Dz2pVo3X/KLuqGXLgFq1SlYUBxhzU6GCuKME/UlOZqhM1aqlb9O6NcuKFLBpE1CpEj78uw3OnQNWr/43hiwigiuL8+f1nbTg2Zw6RTNfWcLGz08qEAu6Yhlhc+oU24ioXHUVX3OWuLg4hISEFDzqF+0uqxODBvHir/aO+vVXZkwVj68BgMBA3kxE2Ah6Y69dT3HatWMwe0Hfs82bobRrj+9+CMALL7CP4fLl/24IyIErlI3aDK8sYQMAPXow3sCRhnuC4CSWETY1a9rGkmVk8DVnmTx5MjIzMwse6enp2k2yFAYPBo4eZWjCkSO0Po0cWfr2EkAsGIHaYLksIiIYH1ZQNHLzZqTX6YSjR9njLCaGrUHQqBFXG9u36zxrwaNRhU15C8rYWKbj7dun/5wEn8MywiY6Gtizhz9fvgxcusRaTkePOrefoKAgVKpUyeahNx070rL61luMD6pdm9lSpSHCRtAbRXHMYtOhA5+3bAErwm7ZgqWnO6JzZ1oWY2IYCpGv+PHAFWEjlMWhQ4yfCQkpe7voaMYcFA1OFASNCDR7AipVqwKTJvGRmQl89BELWN56a2HM4ldf0WyelcUaMfaCc83Azw946SVg2DDeUN5/n+dsaYSHs0fchQtlxz8IgqscO8bSM+VZbKpX5wJi3TpgSLMUIDMTs7Z0xG2v8f3WrbnQOHIEqN+unQgboWzKy4hSCQ4G+vdn6fYJE/Sfl+BTWEbYAMAtt/BRlKKJGPfey4cVGTKEDTGzsliotSzCwvi8axdXxPaYM4f10F56iR4AQXCG3bv5XJ7FBuACYdUqAG03I98/AIlZ4Zgzhu81bcrnffv+FTZz51K92wsgEwRHhQ3AleAjjzDuQC5ygoZYxhXlDVx3HWNryrvmN25MS21p7qi//mI1+88+Ax5+WOtZCr7Arl1s4VGnTvnbxsbSYnN54w6kh7RC934VUbcu36tbl4vrffvAAOJz5+yUKhaEf3FG2Nx0E2t6zJ2r75wEn0OEjQn4+9NqU5qweflliqT33we++066gQvOo8bXOGJYGT4cCAgAdvy4GwkX29h4Bvz9abXZtw/0oQISICaUTnk1bIpSvTrFzfTpdhqWCYLriLAxidLiMPfsYdXiJ59kfFHFisC8ecbPT/Bsdu50zA0F0LLz0ENA5YO7kVGvDW680fb9xo0Z74YaNWjCEWEj2CM/n9Y8R4UNAEyezONpxgz95iX4HCJsTCIiAti8uWQZhx9/ZHG/Pn0oanr3pmtKEIqSlwe89x4wc2bJYyg/n3X21B6WjvBWXA5aBezFra+2KWgRpVK3bpHsREnp8wrS01npfdMmDXd6/Dh7eDgjbMLCgGeeYazNp5/+28NDENxDhI1JREUBZ8+WrK48dy6ts4H/hnUPGMACaXl5xs9RsC6vvAI8/jiD6T/5xPa95GTGY0ZGOr4/v9S98M/LRXBESTNP3brMsgIgwsYLOHcO6NoVeO45oHt3DRPdHK1hU5y4OAYTPvww0LAhMGUK630IgouIsDGJiAiKl6JVxZOSmM5eNDOse3emhas1fgTh8mWWQ/jvf1keYfJk204HCQlAUBDQvr0TO929u7B5VDGuuaaYxWbnTlHaHswrr9AwcuwY/51PPqnRjl0VNgEBwP/+R3/n/fcz5qZHD+DMGY0mJvgaImxMomJFipt//il87ccfmcVStCt4eDgF0ObNhk9RsCjLl7Na8PjxFDZ5ecCHHxa+v3Qp0K0bs5kcZvduVhe2U1jtmms43pUr4AF5+bJUjPVQzp4FPv8cePZZXmtefpmubpt+YXZYv57H1LfflrHRoUOsTurUgVeE+vWBV1/lxe7kSWDcOGm5ILiECBsTGTCAzTPVc3fuXGDUKC5gVIKDWWRNhI2g8vffDAxu0ICBv488ArzzDt1P+fm8UQ0c6OROyyhTrKZ+Hz+Owop/4o7ySL75hteb8eP5+3XX8Tj65pvSP5OdTff42rXAffdRc9jFmVTvsmjSBJg9G5g/H1iyxP39CT6HCBsTuf56YP9+uqA2beK9oniBQoAtGzQN8hM8muXLgX79Cn9//HHefD76iEUijx8vu1eZXfbuBVq2tPvWNdfw+ehRsFNt06YibDwQRQG++AIYM6aw4nlAAEXLzz+XbhyZMwc4cYLXqQoVyhBBzqR6l0e/fmzC99JL2uxP8ClE2JhI166MlXvvPeC119i3p2fPktt17Gg/g0rwPS5fZhxW0YrVNWoATz3FmJs77qAlsLxWCiVITS0sM1yM2rX5XLBSlwBij2TDBgYKq9YalRtvZAxfae6oOXOoMVq1ot4otb2TVhYblaefZuXIDRu026fgE4iwMZHAQN6MPv+ctWri4uwXVOvYkb7xgweNn6OgP4pC4epIjbIdO4Dc3JKp3C+8wFo0PXowBdwpLlwATp0CmjWz+3aVKgxGPn363xdE2Hgkn3zC7OribVy6dWO8zc8/l/zM2bMUMjfdxN/79WP7Dbux41oLm9hYqqmvv9Zun4JPIMLGZO69l+6Dv/5ivyl7RETwWeJsvJO5cylURo0qf9vNmxnfW9xrFBgIvPsu8OuvQL16Tk5ADQQuRdj4+QE1axYTNsnJUnPEgzh9Gvj+e4rf4oungAD2t1uwoOTnfv2V2w8bxt+jo4GLF+m5tCEnhyXStRQ2fn7A6NHMqpAsPMEJRNiYjJ8fMGgQG92WRtWqvOds2WLYtAQDeestPs+bV75Vbvt26oqiAeZuk5rKA7Fx41I3qVGDRh0AzCPPy7NfAEVReDcs1V8hmMGMGbS63X67/feHD2ccX3q67es//cRrU7Vq/L1tW7bZ2Lat2A4OHaLJsUkTbSc+ejSDu4qmjwpCOYiw8RDatRPrvzdy9ixvKD/+yAynn34qe/ukJMdbJThMairNPBUrlrpJjRpFLDZt2lBtr19fcsNp07j8HzCAAkcwnYwMlomZMKH0Jtr9+tES+Ntvha+dP8+kpJtvLnytUiVaC0sIm7Q0Ppchjl2ibVsq+R9+0Ha/glcjwsZDaNdOwwqhgmVITORzjx6sX1TewnT3bqB1a40nkZpaqhtKxUbY+PvTJ7F2re1Gp06x+turr/JuOGWKxhMVXOH99xl0PmlS6dtUrMjU7/nzC1/7/XegRt4J3DG9MwNz/j0AwsJYo9GG/fupjNRIcy25+WaaM6VRpuAgImw8hPBw+rWzssyeiaAl69czM+6aa6gV7BlBVDIy6CrQ3GKzb59zwgagEluxwjZV7+23uaR//HHggQfoOy2v8pugK2fO0Ij2+OOMkyqLm29mjSS1fcaPPwKz6zyDwIP7gZQU9mAA0KKFnRibtDRaaxxpJ+8sI0ZwUuoqQBDKQYSNh9CuHRcsu3ebPRNBS3btKmx9EBPD+MvicQ4qalsNMyw2NsHDAAPDDh8uNCOeOgV88AFTdCtXZkZLjRqsQCmYxptvMrDckbYJI0cyA+7zzxkys+r3C+hzai7TNV9+mQVszp5F8+Y8ZGzKT+zfr70bSqV9e1bFFtem4CAibDyE5s1ZHEvibLyLvXu5AgaY1g8AW7fa3zYpiTepUsrNuEZODiOWy9lpCYtNly7MEf7xR/4+bRqtNQ8+yN8DAtjoTII+TePwYbqhnn8eCA0tf/tKlYDHHmM8zsiRwOjQRQjIzWbV0Ntv57GycCGaNQMyM4s0RgVosdE6cFjFz4/RzfbStgTBDiJsPISgILogRNh4D4pCC3/z5vy9WjW6pUoEZv5LUhJFUFCQhpM4cIAZTuVYbKpVY1foAvz9Wents8+A1atZZfL557nkV+nRg8JGKkuawtSptLSpWtMRnnkG6NuXIva/vVbAr3Nnqtpq1YDevYEFCwqOVxt31P79+gkbgO6onTtpKhKMY+5cVv988EEWMCpOfDzrkcyZY/jUykKEjQcRHi4BxN7EmTPMPFFvFACt7qUJG10Ch8upYaMSGgpcusTigAU88gibmfXqRQvOww/bfigqiuWKS/OtCbqRkQHMmkULTBnJbiUICWEAcVoaUHfPSooZlcGDgaVLUbd2HgIDi5QmyM6mD1UvVxTAYyw0VNxRRpKRQXU8bRrj5x58sGQA94EDhYXWLIQIGw9CUr69C3XFW1RTlCVskpJ0iq8JDWWueRmodUzOny/yYu3ajHb++WfmBRc3JbVrx2dR44bzzTcUoXff7eIOMjOppKOiCl/r3x84exYB2zbj2msZhwOANzdAX4tNUBCFlQgbt8nJyUFWVpbNIycnp+SG69ax8rOfH/2UlSuXtJjdeqsxk3YSETYeRHg4F79nz5o9E0ELDh7kNaNosdb27VnU9/Jl221zcxk8rEsNm2bNys1mUWM0bIQNAFx7LZsNVa5c8kPVq7M+TmlKTdCNGTNY265GDRd3sGsXXYhqZDvAC1Dt2sDSpWjQoIghTr3Z6SlsAMbZrF5NU6fgMnFxcQgJCbF5xMXFldzw1Clb1/JVVxWp0mltRNh4EOoCuEQNCZUzZ4osowSrk57O+NsKFQpfU4v6Fs9+S01l7KZuwqYcShU25SEFmAznwAEWfRwzxo2dbNvGVXrRY8PPj1abf4VNwaVm507WKyjH6uc211/P2K6FC/Udx8uZPHkyMjMzbR6TJ08uuWHNmuyfoZKRUX7NAIsgwsaDaNCABV/t3ifee48Xl4YNGdQpvVUsT3p6ydY6LVowbKW4kUMVOrrE2DggbFRXlE0AsSO0asUIacEwfv2Vi+s+fdzYybZtrMRXvHdHv37AP/+gcZ2sQovNzp3cVm9CQwsCmAXXCQoKQqVKlWweQfYyEqKjC2tMXL7MILumTdniwuKIsPEg/PxoDS5h2V+wgBW4XnwR+PZbYPZsdkQULE16OlC/vu1rgYG8R9gTNg0b2lqG3UZRaLFxIH/cZYtNs2aSyWIwCxawzFBwsBs72bbN1g2l0r8/kJ2NqJz4QovNrl3GCBuA7qhFi6QBqxFUrcpy1ZMmsT7VRx8xqnzkyMJtvvqKx8q8ecDKlWbNtASBZk9AcI7OnYtVsj9+HLjvPkYJvvgiX9uzhwW17r7bY0yHvkh6Ov+fxbEXQLx7tw5uqBMnuApzwGITHMzsGqeFTfPmdJGePau/q0LApUu8v8yc6cZOFIUH4IgRJd9r2BBo0QJhR5fi5Mn+uJyRg4rbtwP33+/GgE4wfDjwn/+wyeqQIcaM6cvccgsfRSlaHv3ee/mwGGKx8TCioljA7fJl8AI0fjxzNKdPL9zoqad4F3r/fdPmKZSPPYsNQGGzdatt+Zddu3SKrwEcEjYArTZOu6LUfYvVxhA2bmSgec+ebuzk+HEWsgkPt/9+//6ol/Q3AODU0i3s89KtmxsDOkHDhqyP5JZyE7wdETYeRnQ0g0g3bwZTH/74A/j6a5oNVapUAcaNA778sljhEcEq5OfTVX3ttSXfa9+e5V+OHy/cVpeu3vv2MY3WnrqyQ2ioCxabxo0Z8CnCxhASEpi41LChGzvZv5/PRQssFaV/f4QkbcTVOIPLf8fTEteqlRsDOsn48fS3nThh3JiCRyHCxsNo3hyoVQtI/mEL8OijLBVqb3k2fjyLZkkGgSU5e5YC9ZprSr6nhjao7qhDh+hi0MVi07hxyQDRUihRfdgRKlTgXVaEjSEkJNCq61Yvyv37GexVr5799/v0AYKCMMb/R4QungsMHEjxahSjRtFKPXu2cWMKHoUIGw/Dzw+4sftxDPpsJM03r75qf8PmzZnB8Pnnhs5PcAy1z449YVOrFl9Xhc2GDfy/a17g08FUbxWXLDaABBAbyPr1vCy4RVoa0/UCSwnBvPpq+N1+Oz7OfwC19q4F7rnHzQGdpHJl9q765BOxSAt2EWHjSeTnA4sXY9o/MbiUHYhLX/1QduOg8eOBP//0iPQ8X0N1M9kTNoBtAHFCAtC2LVN4NUWEjVdx7BiLPhYtFuwSaWnlt0d44w2su3oQFnd8lhYbo3nySf6x331n/NiC5RFhY3W2bgXi4oDrrmMl10GDUKFTOHr5x2NefO2yPztiBO+G33xjzFwFhzl2jB6g6tXtv9++/b9xVGAWnNs3K3vs2+dUq3CXXFEArYcibHRH7QrfqZObO3KkoWXt2nhv4J/4pOEbbvq9XKRpU5bzf/11qdkllECEjVW5cIE10SMigA8/ZNr2q68C27YhePFviBxaBx99VE7j5EqVuI/Zs6XDssU4doxVh0sLTejTh33BNm4E1qwBBgzQeAKXLnESRlls0tNL9okQNGXPHrZQcLvCgyMWGzAE5/BhN8dyh+efZ/HHb781cRKCFRFhY0Wyslhha8UK4LffePX49lvWb/i3r8KLL9Kf/sILrERcaoLA3XezMmhiolGzFxzg+PHS3VAA66BVq8am2YGBwNChGk/Awa7eRalWzUVho94kC9pBC3qwZw/QsqWbO8nPZ08GTxA2rVsX1u8S0SwUQYSNFXnqKRYuWbGCdzQ7y/rOnWnImTaNbos6dah7ShhmYmIohj76yJCpC46hWmxKo0IF4LXX+POLL+oUXwM45YpyqY4NUHiTTEtz4cOCo6SksCWHWxw9ynQ9Bxpa1qtHgW5q/O7LL3NV9+GHJk5CsBoibKzG+vXAxx9TiJST3/vgg2y2unMnS9Z8/DHwxRfFNvLzAx57jEF26ipdMJ1jx8q22ADAQw/Rg/P88zpMYN8+TiAkxOGPqK4op72aV1/N2koHDjj5QcEZNLHYqDVsHLTY5OcXZviZQv36bCcTFyddv4UCRNhYjUmTWJfm1lsd2rxqVWbM3Hsv8PDDXMDk5BTb6I47eKF68kmJtbEIjggbgDcPXWIzU1JKL8BWCtWqAVeuuGD19/Pj8ScWG93IzubX67awSUtjpmXduuVuqpa5MdUdBfCaGRAAvPGGyRMRrIIIGyuxdi0bvbz8skt3s8cf5w2zRPPboCDgs8/4xoQJwKpVdEWIyDGN48fLdkXpjgt+C5cbYQIibHRGPZ01ETYNGzpUtFGtmm26sAkNZbDhBx9IHJcAQISNtXjzTSAyEujd26WPN24MxMYCP/5o582+fYE5cyhuYmO5Wh8wwMW7lOAOeXlsmeCIxUY3XBA21arx2aU4m0aNxBWlIykpfHbSCFcSR1K9/yU4mBlYpgsbAJg4kVYmtRGw4NOIsLEKKSkUHZMmueV7uOEGdlHIzrbz5i238Cp0+DCwZAkrwD39tOtzFlzi5EnGJpgmbC5fZp8GFy02Fy64MKZYbHQlJYUWlMqV3dyRg6neKqZnRqkEB7OmzddfFxb0EXwWETZW4csveZUYMcKt3QwZAly8aNtZ3obAQF4BBwwA3n6bjTTVgEHBENSqw6a5olS/hZPCRu2z6pKwadSIvcuuXHHhw0J5OJihXT6eKmwA1uzq0KEwnVDwWUTYWIGcHGDWLEYAl9afxUGaNGGiwMqVDmw8ZgwbE/3f/7k1puAcZfWJMgQX/RZqyrnLFhtFoaVI0JxDh9zs6A3QR3rwoMOuKMBiwsbfn6UyfvlF3J4+jggbK/DHH6zFcO+9bu/Kzw/o1ctBYRMURHFjNyhH0Itjx2g5V107huOi3yIoCKhY0Q1hA4g7SicOHmTfSrc4fJhFaTzVYgMAN9/MFcMHH5g9E8FERNhYgRkzWGpWE1syY4PXrHHQ6j9oEAvhHDmiydhC+Rw9ymuvGS12ALhVya1qVReFTc2abPEhK2ld0MRio4pOF4SNZRIsK1RgAagZM1jBXfBJRNiYTXo6O3CPH6/ZLmNjeU5v3OjAxr168WKwdKlm4wtlc+yYQ2VC9GPPHuOFjdSy0Y3MTBbqdNtis38/TYlO+Ejr1WPbMZeOCb245x4GGs6fb/ZMBJMQYWM2M2eyMqubQcNFadmSgakOuaMqV2ajzYQEzcYXyka12JjGrl1AWJhLH61aFcjIcHFcSfnWBTVsSROLTaNGpXdmtYOjRfoOHQKmT6fe0J26dWmJnjXLgMEEKyLCxkzy84GvvgLuuosrJY3w8wN69ADi4x38QJcuwIYNmo0vlI2pFpsTJ5hv7oawcXl1LhYbXVCFjdsWGyczogDHhI2iMFvzscfY9sUQ7r6bVmhLBQAJRiHCxkyWLOHFREM3lEr37oyzccj33aULsGWLnV4Mgh6YarHZuZPPZgibRo1E2OjAwYMMX6pRw80duSBsqlfnmqws/bBpE7B9O2uPfvaZWzN0nGHDeLB+951BAwpWQoSNmXz6KQNiyml26QrdurEnXHKyAxt36cKKfupNT9AVR/tE6cLOnXR9umgycttio2beCJqhBg67HYzuRNVhFT+/8jOjFi3iNq+9xt6rhjTNDA4GRo4Efv7ZgMEEqyHCxiwOHQJ++w144AFddt+xI1NzHXJHtWnDJZ+4o3Tn0iXGqJjmitqxg9YaF++CbgubvDwGzAuaoUmqd24u/y8uZGaWJ2y2bAE6dwY6deLvmze7NEPnuekmViqV483nEGFjFjNm0HZ844267L5CBSAqykFhExjIAGIRNrpjenG+nTtddkMBGriiAAkg1piDBzUIHE5Pp+jUSdhERDDjv2FDuqYMYcAAVpX85ReDBhSsgggbM8jJAb74Ahg3jgpEJ9Q4G4fo3NnAK44tisI4al/g6FE+m2KxURRabMLDXd6FW8KmTh26CCTORlMOHdIo1Rtw2hUFlC1sMjKAvXspbACgfXsDPd7BwcDQoeKO8kFE2JjBvHlcut93n67DdOvGGJtTpxzYWL3iGKwwjh5lZf/mzVmPw9tRLTa1a5sw+KFDbM3drp3Lu3BL2Pj7c8kuwkYzFEUji01aGn3XLhyYZQmbbdv4rAqbJk0Mbk03ciTwzz/A2bMGDiqYjQgbo1EUYNo0tuFu2lTXobp147NDVpt27ags9u3TdU7F+egjDrl/v4GpoCZy7BhN8joa6kpnwwbG1qjBDi7glrAB6OoQV5RmnD7NYpyaCJvGjV2KvapXj41d7SVVbt3KY0b1cBkubAYM4N+0ZImBgwpmI8LGaFau5A3m6ad1H6p6dcYFOxRno8Zd7Nih65yK8/XXwPPPM+PdF1pWmZrqvWED0KpVYTdLF6hala06srNd3IHUstEUzWrYuJARpdKgAddr9qw2anyNqpeaNKEIMsw6e/XVXOH98YdBAwpWQISN0Uybxup5MTGGDOdwnM1VV/Gqs3277nNSOXCAZvQBA4CBA3nf9XaLsamp3hs3MrXfDapW5bPUsrEGBw/y2YzifCqq4dmeJUYVNiqqdjL0EBg8mG1rfCWQTxBhYyg7dgALFwLPPGPYkN26AYmJDq6ww8MNFTarV7NjdHQ00K8frzurVhk2vCkcOWJi4PCGDeYLm8aNaWbIy3NrHt5Oairrvpw5U/Z2aWlArVpASIibA7ohbGrX5vipqbav5+byclJU2KhDGOqNHDyYgYaS9ekziLAxktdfp29oyBDDhuzenaLGoXO6XTtDhc369ay3U6kS3WbNmhlY48IkNAn0dIW0NN4lzRY2jRrxjifd5EslN5f34hdfBO64o+xtDxxwWY8UcuUK/UguuqL8/Gi1KR6et2cPcPmyrbCpWpXt6Qz997drx0CghQsNHFQwExE2RrFjBzBnDvDf/zrVZM5dWrTgvcShc7pdOyAlhVcjA9ixg8lYKh07erewUTNY1HIuhpKQAAQE2N5lXEATiw0gAcRlsGoVRcHbb/O8LWut4YahpZBDh2gudWNHTZuWtNhs2cISWW3bFr7m50eLpVr2wBD8/KgURdj4DJYSNnPnAk89BTz4oH2XxPTp1AX33ccGxR7FSy8xQPeWWwwd1s+PbVN+/92Bjdu1o4tg927d56UovGAXLakSEeH5wubgQWaq2OPcOXY3NsViEx/PL7hyZbd247awqVuX/keJsymVX37hqfj44zQ0/PRT6dtqImzU/4UbO2rRgmuiomzZQlFTvL/vtdeaYLAbPJg++ePHDR5YMAPLCJuMDGDqVMbWvv02xU3RWK/UVAa2v/IK8MILfN9jWLWKRaJefdVQa43K0KGsJ1HuIrllS950DMiMOn6cAqCosGnfnovH8+d1H14XFi2iNcaeWR4o/P5NsdjEx9Mv6SYVK3IV7rKwCQjgF1B8eS8UsGYNY878/IDhw4EFC0rfVhNhs28fBW/Nmi7vom1broeKhk4VDxxWqVvXBGHTvz+vbYsWGTywYAaWETbr1jET1c+PMReVK9te+5YtY3FcgNfFpCS6houTk5ODrKwsm4epXLkCTJwIDBoEjBhhyhR69+b3WW7GY1AQY4AMiLNRLW5FzdStWvG5+MrPE1AU4JFHgD59uCJ98smS22iWweIsGRm8y2ggbPz8NKhl06aNIVZBT+Ty5cJO2ABw/fWsBXPyZMltL1xgFqHbQjk1lQFubnTRbNuWc1eNP4pSurC59lqDXVEAUKUKGw5L2rdPYBlhc+oUjz2Vq66yrZhb/P0qVeyb/OPi4hASElLwqF+/vn6TdoRXXuGK6MMPNWi/6xrBwbxAfv+9AxsbFEC8dy//h0VTn5s0oTVgzx7dh9eczZspyKZOpbv0118La4yo7N/PDBY3vUHOs349zZ8aCBtAA2HTtq0H+pKNYetWBg+rMd69etHIu2JFyW1VC6DbFpvUVLeLhaoLFLVdQno6xZhlLDYAkzaWLLG/Iha8CssIm5o1GX+gkpFhaxkt/v7Fi+whWZzJkycjMzOz4JFuVmdXRWEp3bg44L33uCIykXHjWFm83PuJgcKmeXNbrRcUxOurJwqbX37hyjkykn1Nq1UrKSSTkoDWrU2YXHw873716mmyO02ETXIy7+CCDTt20GLdvDl/Dw2lpXrZspLbqtYRzSw2blC1KnehZl+uXUtBplqeilK3Lus5KYpbQzrPsGH0c69ebfDAgtFYRthERxfe0C5fBi5d4k1ONVn27VsYWHrwIG8Q9srSBwUFoVKlSjYPw8jIYOT9s8+ytfZDDwEvvwxMmGDcHEph4EBeAD//vJwN27Vj6qfOlfJUYVOcli09U9isWlUYFxEczBY1xSspmyZs/vlHM2sNoJGwuXKFB4Fgw549DMQtGorXty+wfHnJbdPSuOArasl2GkXRRNgArJmlFgNds4Yxc/bmVqsWNa3hsXTNmtEN+ttvBg8sGI1lhE3VqsCkSXw8/TR7CKWl8QYB8Ji8/np6duLiLNZXKCeHfQHq1KG5c8EC9uNZuZJ+CQvg789sstmzy7kpqQ0SdbbaeJOwuXKFCRdFtcOoUVy9Fk3+MUXY5OYygK1HD8126bawCQ+nz3HjRs3m5C0kJxfGmqn06cPXi7tv9u3TwA11+jT/mRoJm/XreT4sWUI3mj1q1eKzvbgh3Rk+nH5iw81FgpFYRtgAzIR+803ggw8Y59WsGU8UlUcfpU747DPboFNTycsDRo9mLvqrr9LGuns3J1namW0SDzzAUIv33itjo/r1af/WUdgoSvnCxpOuO1u20MqoNh0FaL2pVo3JcAANYMeOlbxp6c727fTbWsliU7Eil/OJiZrNyVuwJ2x69KAOLG61SUrS4HhSMzQ0EDaDB9PS/vrrvATefLP97UwVNsOGMdhNYry8GksJG4/krbdYJGbRIqbC1Klj9oxKpUYN4IknmE5fWq0V+PnRaqNjyvfRo+xIXJqwycjwrHITmzfT5N6yZeFrFSowCU51R61dy2d7MQe68s8/FKpqk1MNcFvYAPwiEhI0mY+3kJ9PK0zx86JyZbrqi8fZ7N5Nz4pbpKYyBV+D4koNGzL58+WXufAsKvSLYqqwiYmh/07cUV6NCBt3OHKEVpopU4CePc2ejUM8/jiDdN96q4yNXOwZlZsLzJxpP4OjKGpoRWnCBvAsd9S2bdSCxUsU3XwzLY4HD9Ir2bo1++oYSnw87zAa1k/SRNj07EmLjds78h5OnaIbx57GKB5nc+kSs6I0ETaNGvGioAFff80Qw19/Lf2Qq1iRCwFThE1AAMMFfv3VhMEFoxBh4w4vvVRoBvEQqlblheeDDxgjbBfVYuOkP2j2bODee+mGKauw7N69zPyw1wzy2mu5Qk1OdmpoU9m6FejQoeTr/fvTWDJzJmPKTfFMqsJGQzQRNgMH0o3799+2r69ZwyZJ9qJlvRw1gdNehYo+fehBUc8rNa3abUOcGq2sETVqAG+8Ub5nq1Ytk4QNwMDNtWtL1mMQvAYRNq6SkgJ8+SUtNkZmXmnAww/TcjB5cikbtG/PlAUny96/8w5w++1ccU6fXvp2e/fywmdvRefnR0uOpxSmVVtDqDHXRQkOpnfypZeoEx96yODJHTrEu6UVhU2tWvSvzJlT+NoXXzCgZPZsmihmznRzEM9CFTb2svK7duXxpOq99espmt3WJJr4s5ynVi3gxAnDhyXXX2+/HoPgNYiwcZXp03kHL6/9rgWpWJGF5GbPLiUxpVMnRiuuW+fwPo8cYTze7bczlrqsxIOUFPtuKJXmzT0nE/joUd7kSwtmf/rpwiy+og0/DUEtJhIVpeluNRE2AJXezz/Tl/f668D999Ote+AAm8Y9/LBP9ZQ6dIhd7kNCSr5XsSLjv9U4m3XrqAvd8jDm5zMC2SRhY5rFJjiYfuJvvzVpAh6EhzZwFGHjCufOAbNmAf/5D322Hsjo0Yyje+IJOwIkJIQlQ9WiFA6wciW/iu7d2Ztq377S42T27LENtC1O8+ae01YhKYnPpWWnVKzISgATJxo3pwLWri29mIgbVK0KZGZqUF9v9GjenTt0oPvp/fcpbPz8qAZr1y4nGMy7SE8vu91Gnz4UNrm59OC5HdZ3+DCDdXxN2ADAbbdRUBtQjNRV8vJMriXowQ0cRdi4wldf8eI7bpzZM3EZPz/g3XcpwufPt7NBt25OnVUJCbw/ValCA0FwsH1dlJ9Pa0x5wmbvXs9I+U5OZvuPoq0hLMOaNZq7oYDCDt8ZGW7uKCgIWLyY7qht27hQUKlQgSvFr77yrBQ5N0hPtx9fozJ0KC2j993Hr2T0aDcHVPt1+aKw6dmTRYBmzDBxEmWzeDH7/OXkaLtfe/0Uc+wNolUDRxMQYeMKdeqw4E5oqNkzcYuYGGDsWDZvLFFouH9/RsU6eFMpKlYqVODxbs+TdeQIV/vlCZvMTNZ9sTrJycx2MqkNWOlkZTEPvWtXzXetChtN3FFVqvAObS8K9p57OFhZAVteRHnCJiKCtb5mzQJuukmj+JqaNd3q6u0qpgsbf3+aUWfO1ECh60NqKl2TGiWsFVC8n2JISAji4uJKbqhVA0cTEGHjCrfdZimzmzu8/z6tKDfdVOxG1adP4YraAVJTbeNmYmLsCxvVPVXWRVndjyfE2dgrqGYJNm7kUk9Hi43umdohIYzD+fxzVkD0cg4dKlvYAAwLWbKEadVuY1LgMEAv48mTJltlx4+nX2/2bBMnUTppaRr0AbND8X6KmZmZmGwvk0SrBo4mIMLGx6lZk27SHTtoZSkoBlulCjBggEOZA2phsaIpntHR3GfR4x5g7MxVV5Vdx/DaaxmbIsLGDdau5d2jSRPNd22YsAEYUHz+PPDDDwYMZh6KUn6MDcCY/gEDNErE3LXLpOZltNhkZ5e8PhhK9epcpL7/PgNaLMaBA/oIG3v9FIPsmYW0auBoAiJsBERE0OvUqBE9FwWrwTvv5PJw374yP3/4MC9SRYVNTAwFj9rtV0UNHC7LdePvz31ZXdhkZXFVZUlhs2YN/5k6+MgMFTZ167Jd+kcfGTCYeZw+zXOoPIuNZihK6QWYDMDU6sNFeeIJrrYWLDB5IiXRS9g4jAc3cAw0ewKCNahblxrm6acZEx0eDnS84QYevI88wgjjQPuHixpPVtQV1aAB97luHQPgVMrLiFJp0cL6wkYNcDZp0Vs2iYm6Fc6pXJl6ybCiwQ89xOZxiYkm9KQwhrKK8+nC/v38B3bsaNCAthQVNk2bmjIF0qYNe59MnQrccIOlguUOHGD5DFO55RY+ilK8gaMFEYuNUIC/P7NrO3UCnnsONCt++SWj3xs1Ypc7tflREVJTGQ5RNDPIz4+WzKLnAMDFkSNBj56Q8p2cXFhQ0FIcO0YzWpcuuuze35/uRMOETc+erID44YcGDWg8ahFce8X5dGHzZh68hhdXIpax2AAsxZ6YWH4vGAPJzWVsrr3q7EL5iLARbAgIYCmRxYv/LdvesydN1hMnMof7lltsq8WCloumTUsudqKjbfscZmdTBDlisfGElO/kZOo9yxWeVqsuduqk2xCaFelzBD8/Njn79lvrm/FcJD2dxXA1LjlUOps3c4Vh2IC2VK7M86Zoko1pxMSw38mbb5o9kwLUwGoL91S2NCJshBJcdx1XjgVxwy1asADTvHkM5nzsMaqUfymeEaUSFcX0btXMvmMHVyKOWL+bN2cQviVWdKWQlGTR+JqNG1mjQ8cMBUOFDcAK382aUXV7IY4EDmvKli2muaFUata00Pn97LNczanBsCajtpswvGmulyDCRiiBvz8NMz/9ZOfNF17gMuvnnwteSk213/QuMpIWILXO38aNXKk5IgY8IeVbrWFjOTZs0M0NpWK4sAkMZF+2778v6d/0AsqrYaM5mzebLmxq1bKIxQYABg2iW84ila7V8mFisXENETaCXa6/njfuEg1wGzRg8b5ffgFAc6na1LI4V11Fq43a32bDBmZgOdKFon59hvhYVdgoioVTvTduLKwIqhOGCxsAGDWKKaa3325ynrD2OFLDRtPBjhwxPRDbUhYbPz9m/8ydW24WqBGcOEEtX62a2TPxTETYCHbp0YO1ZP76y86bw4bRbJudjdOneYMrLYC2Xz/uIz+fWVe9ejk2fkAA43ZK6zdlNseO8e+2nLA5epQ3LW+z2AA0Jc6eDZw5w0wpKwdgOYmhFpv4eJ5g0dEGDWifmjUtZLEBaKZu0MASpQWOH6cbyq0mpz6MfG2CXSpV4oLOboPv667jinnjxoJUb3sWG4AVjQ8cYFX8AweYWekobdtaqmGsDTt38jk83Nx5lMCAwGHAJGEDMPjr//6PxZY++MCECWiPo8X5NCM+nqbTypUNGtA+lnJFATSR3Hkn3Z0mF+w7cULcUO4gwkYolchI26ymApo143IiPh579/J60LCh/X1ERBR2EW/Txjnrd1gYA46tyI4dvDBbLrhv40aauqpX13WYqlVZENgUhgxhvM0TTxT6OT2Ys2dZ7NFQi0337gYNVjqWckWp3HYbrZ7Ll5s6jZMnTWnh5TWIsBFKJSqKN/BLl4q94efHHkTx8UhNZcpzKbX7ADAIeeJE1vhzxrQaHs7A5KwsV2avLzt2WNBaAzCQSef4GoC6qUTjVCN5/nkWVLvlFhab82DUODZDhE1GBss39OhhwGBlYzlXFEDfcpcuwDffmDqNM2cs03bJIxFhI5RKVBQtsnYzICMjgc2bS031Lkq9eqy27Uj9mqKEhzM2JynJuc8ZgWWFzcaNusfXABQ2Z87oPkzp+PmxM/M117BUtgfH2xhadXjlSp5UPXsaMFjZ1KoFnDvHXq2W4rbbmBxx5YppUzhzRnejq1cjwkYolcaNuaqy644KDwcOHsSRpAulxte4S4sWbDBuNXdUfj5jbCwnbI4coRndIIvNmTP8LkyjShVWxl6xgsX7PJT0dCA0lFmEuvPnn0zzLlom3CRUV8vp0+bOowQjRtCytWqVaVMQYeMeImyEUvHzo9WmVGEDoELKTt2ETVAQ68SogbpW4eBBxk5bTtgYFDgM8KKbn8/rv6lERwMTJgBPPumxKeCGZUQpCrBwIWs5WABV2FjOHdWkCQP8/vjDtCmIsHEPETZCmXTpUrJDNwCgcWMolSvj2rM7dO2VFB5uPYuNOp+wMHPnUYING+gXvPpq3YdSL7qmuqNUXn0VyMz02F5ShtWwSU5md2aLCBtL9YsqztChwG+/meLiVBQfjrFR/bJuIsJGKJOOHRnAWyIDxt8fmU3CEI4dullsAIqH7dv1278r7NjB1NzQULNnUozEREPiawCLCZuaNdlleNo0k3LQ3cMwi83PP/MfFxNjwGDlox5DlrPYABQ2qammFNLKymLHGp+02Dz8MEvVr1pV+Fi3jsFYTiDCRigTter6tm0l3ztZOxzh2IGmTfUd/+BBa/nh1QrKlkJRDGmloGIpYQPQFZWbC7z3ntkzcRpDhE1+PvDVV+y5VVYKo4EEBvI4sqSwiYmh5dMEd5R6TvmksDl8mKLy2Wf5GD6cDXAjI9mr0EFE2Ahl0rAhz297mVH7QsLRwX+7rt2t1bo3iYn6jeEs69ebXrS1JIcO0aZvUJn80FDGYFlG2Fx9NevavP22yXnozmFYcb4VK9gqYNw4nQdyDkvWsgGoutSy6Qbj08Kmb1+uZNes4ePAAaB3b2D37oI2Po4gwkYoEz8/Wie2bCn53nYlHDXzTxa2otWBWrWYnWU3gNkEDh/mjcgi1vxCEhP5zzKosaG/P7WEZYQNwK7zfn4eFWtz7hzrROlusZkxg5kA7drpPJBzWLKWjcrAgUyPz842dFhVlxsQKmc9jh+39fGHhrJ/TWCgU5l8ImyEcunY0b7FZt25f1tbp6ToOn6pmVkm8M8/vKmb3D+wJBs2MIXMkJxhYnotm+KEhgKPPEJ3lOnpWo6hxkrWq6fjIKdPM75m/HgdB3ENy7VVKMqAAQx4iY83dFg1ntFyMXxGcPQora6JiXy8/TZfO3cOBf17HECEjVAuERFMuS5er2rdoXrIDQzWvQW3KmysUINt6VLOp2pVs2dSjMREw9WW5YQNwCDiK1eATz4xeyYOkZbG50aNdBzk229ZO2HMGB0HcY3atblItySNG7OYlsHuqAsX+O8KDjZ0WGswcyaDhQcN4mP9esaGpaUB99/v8G5E2Ajl0rEjq4MWbUiZmQkcOOSPzGuaGSJsTp6ku9VMFIXCpn9/c+dRAoMDh1UsKWxq1AAefJArvcxMs2dTLvv3c8q6GdoUBfjiC2D0aEOteY5yzTVckFuWAQOAJUsMHfLChcIYNp/j2muBH3+klfH0aWDuXL4WEUGh46D1TISNUC6tWnH1UNQdtWcPr5l+LZrrLmw6daL7Z/16XYcpl23buHAYPNjceZRg717ar0XYkCee4N3hiy/Mnkm57N/PenC6kZjI+gQWdEMBQN26DKGwLAMH8sJnYITzhQsWtAhbBbUIaTmIsBHKJSiIMYdFA4iTkoCAACCknf4Wm8qVOf66dboOUy4//sggT8tlRK1fz3+SwTnolhU2derQbP3WW4YHfjpLWprOwmbGDKBtWwtGu5NrrmGw7OXLZs+kFHr35qrq778NG/L8eRE2peJgPIIIG8EhOnYENm0q/H33bqBZMyCgVXMGD+scANO1q7nCJi8P+PprNpN2pkO5IcTH06ylZ969HSwrbADg6acZlTpzptkzKRNdLTYXLwLff09rjUX9GnXr8tmycTahoRSFBsbZiMWmDBw8jq12iRYsSteutGqrC+CNG/81EDRvziWGzne4mBgKK7MW4AsXsrzChAnmjF8m8fFA9+6GD2tpYVO/PnDPPcDUqRZsH00URWdhM3cuT5g77tBpAPdRhY1HxNkYlL2gxtgIriPCRnCInj15jUxM5PldUKRObRSlszuqa1cmu9hLOzeCjz9m0HDLluaMXyrnzjGGwkRhY4VsNbtMmsR8aot2/j57ljcx3YTNl18CN9xQ2G3SgtSpw2dLC5uBA3kcJSUZMpxYbMrASFfUzz9rsRfByjRrxuD0pUtZwPTUqX+FTcOGLJ6ks7Bp0YI30rVrdR3GLvv3A4sXAxMnGj92uaxbx5PdJGFz5QoLzFmSJk2A228HXn+dvkSLsX8/n3URNrt2sXKrRYOGVSpWZCE6SwcQR0bShGKQO0qETTG++abw50cfdegjDjcNuffe0t9bvx646SZH9yR4In5+wI03Aj/8wGDe0FCgc2dQ1DRporuw8fOjO2rtWrYOMZKZM1lvY9gwY8d1iPh4qk516WsgRbszV6li+PCO8dxzLFz455/sQWMh9u/nca1LDZsvv+SO+/XTYefaYvmU78BAlvpfsoQFIHXGp4OHjx0DXnmFcZvqYiQlhQsUJ3DYYnPoEBAbC4SEcLyYGD7y801ZLAomcPvttMY+8wzLYlSs+O8bTZvSjKMzZgQQ5+UBs2YBd93FxCPLsWwZMzdMQK1wbunVdqtWQK9ewOzZZs+kBPv30wqqeSG27Gzg//6PfaEsF+lekrp1LS5sALqjVqwwJH3Lpy02Tz4J9OkDVKsGTJkC3H03z18ncfiof+cdXtwVhdeI++/nY9asIjc4wauJjgZefpmLlxdfLPJGs2aGCJuYGArsw4d1H6qAv//mmPfcY9yYDnPhAs2lJq3KPSI+AuCF69dfLRfpnJLCU0dz1L/17rt12Ln2WL6WDcAu05mZtPzpjE8HD9etC9x8M3uMxMYCd97pUr8Rh4WN2jvNnsdhzx6nxxU8lP/+lzd7m6Z9TZs61cfDVaKiaLo30mrzzTcUVK1bGzemw6xaRZNS376mDB8czDgbywubUaNYdGnOHLNnYsOOHUBYmA47njGDVVp1bxmuDZZ3RQE0rfXqZcgx5NMWmwMHGLh34QLTYPftA1avdno3TtspO3Vimu9DD/EREfFvrIXguzRtyiuTziXsq1ZlrTGjKhDn5THNe+RIY8Zzmr//BsLDTYmvUfGI1XbVqsCIEaywaBEUhf3XNBc2aWkMch03TuMd64dHHEMA/e+//65rtHx2Nh8+K2x69QLmz6c7qE8fpqGOGuX0bhwOHlZ54w2gRw+69hUFiIsDhgxxelzBm1Dt6WlpVB460rEjsHWrrkMUkJjIdiWWPb6XLjU9ONQjVtsAI7/vuovp8dWqmT0bHD7MRWl4uMY7njmTUd0WC5Qui7p1WaAvP9/iIUE33QQ8/DCwYAFw6626DHHhAp99Vtj85z+FP586xZgmF3qcuXQYDRnCHnPvvFPyou8B7VkErVHzVQ1wR3XoYJywWb6cN25d3AXusm8ffRkmqy6PCPwE6JrJzze8oWFpqC1vVBe/JuTlsRPyXXcBFSpouGN9qVsXyM0FTpwweyblULs2BePHH+s2hM8Lm4wMZqd06QJ06wa89hpfcxLN9bEHNNQVtOaqq7hKNCCAOCKCqzsjTNerV7MwoSWr0S9YwKtfbKyp02jUiIY6y1O9Oi+Uf/xh9kwAME6sVStOSzP++ouF5DzIDQUUros84jh69FGWWFizRpfdq8LGZ4OH776brUCefpoZUhcuuBQEr7mwseRNQNAfgzKjOnTgs95Wm7w8Xrt69tR3HJdZsIDWGpNX5mqmv2WrDxdlyBBmteTnmz0TrF3L8gWaMmsWxVurVhrvWF/q12dstwGXD/fp04exGJMm6XLQ+7zFpkIFWsRGjwbGjAE++cSla5yVPZqCJ2FQZlStWkxQKNppXA9SUlgoy5JNkU+epDnJAlHNTZvSDe4RwZ+DBvG7M8qXWQoXLlDYaGpsO3eOQZd33aXhTo0hMJCWP7USs6Xx82Mcxpo1urikzp/ns88Kmzp1bBce+fm84ANOtThwWNiUFQi+cGHhzx6xchO0x6AifQDdUXrfmzZt4gVX0xgIrfj6a1bKvP56s2eCpk357BGr7fbtWb9/5UpTp/Hnn4wp0TS+94cfeNO95RYNd2ocTZp4iLABWHfihReAxx7TvM3ChQssBKp50UZPITmZFsfbbmNF2Natucq8915+5w7isLB55hn7r+fnA++9V/i7zkkxglVRXVEGmPk7dNDfYrNpE4OGLVd8UlGATz/lSe9CtoDW1KtHS7HOHTW0wd+fvkUThY2iAB9+yIbRmvamnD2bFjwLZHy5gkEGX+146SWKyJtu4sVCI9TifD4b0pGdTQEzcCBPksmT+R3Hxha2gncAh9O9585lP7WOHW1fv+su24KeAwY4PLbgTTRtyoPy6FGXKkU6Q/v2wFtvcTi9VjabN5c81i3B8uVcwVikJktAAK1amzZ5iBekVy82xTQot/jKFcby/vgjeynWqwf884/Gsaf79tG3ZVMO3LNo2xaYN4/CzyNu6n5+zEAbOpQuzvh4dup1E58uzgcw1Toiwv57aoClAzh8Zr/7LjB9OnDwIH9XFJaZ37HDsKangpUx0CcRFsbg3uRk/cbYvVuHGiPuoihsENejh1Mnud5ERgIJCWbPwkFiY7kS27XLkOE++wz46Sfg1Ve54ExJoXFF08DhefNoqenfX8OdGkv79ixb4hGxWirBwfzuGzRgG4DsbLd36fPCplmzwnTvyEj+rKZ7lyZ47OCwsLn9duD994Fnn2Wc2n33cVX79990Wws+jtrNzwB7csuWtBTs3KnP/i9coOHJcskl33xDN8obb5g9ExuiongtyMyk2OzeHbjhBk2u89oTEUEXngHuKEVhnOm4ccxenTuX9WvuvFPjgX75hQUILdml1THUWLZt28ydh9NUqcL4puRk+hjdxKc7ewO0lhRN987I0Dfde+pUfuFvvcWMtw0bWH24enW+J/g4/v6MADTAYhMcTKuvXsJGtQRZqj/UkiUsM/7oo7TYWIjBg+nZiYuj0eDECVaenz7d7JnZITCQymvVKt2H2raNrW907UV59Cj9WjfeqOMg+qNmO27YYPZMXKB5c+Dxx3kCuNluwectNkFBxqZ7v/suV2Y33siMycxMuhajomyDhwUfxsAIwPBw/YRNUhLPr8aN9dm/U6h9SwYN4sn3v/+ZPaMS1KnDm/frrzPwcf16YOJEJm9Zkl69mC6vcwrnokUMEO7UScdBFi5khPvAgToOYgz9+gGLF5s9Cxd5/HEgK4t+Rjfw6c7egGbp3g4HD7dvT3eUPb75xuHxBG+mWTM2WDKAsDDgu+/02XdSEi1CgU53UtOYnBz6LX78kSuLRx6xbGTlp58yuSAsDKhcmZnoH3zAnkg6x5I7T8+ewPPP07qo9jnTgVWr2Hhd1xjlJUso1EJCdBzEGAYP5j3m9GlqhEmT6M6cPt2Cx1BxatWiheHLL4EHH3R5NxcueMDfqidqundUFK91CQk0nd97LwPkb7rJod04fOl+6SVacO3RvLmjexG8mqZN6W82gLAwphhnZQGVKmm7b/XcMp2nngJ+/ZVLf4sHhvr781qkEhtLYbhypW79Al0nMpL+zFWrdBM2isJ4mief1GX3JC+PjVCfe07HQYxj8GCGNowYwfYKlSpR2z/yiFOLdfO44w6anXbvBtq0cWkXPu+KUtO9VYqmWTvRc8NhYVOaqCnvPcGHaNqUARYZGbrXWAkL480jKUn7tOykJGD4cG336TTr1zNaf/Zsy4sae4SEcKG1fbvZM7FDcDBV2OrVDFbUgSNH2NOsc2dddk82b2aGl5fU2KhalU2UH32UFb8//7ywwPbevR6wgO7dm5ab335zWdh4VPDwCy9Qfe7fz2xN1WVUlNmzGQi8bRs7CpeH0eneglAu6pXHgDibFi0YB6N1nE1eHlNyTbfYTJnCvj933GHyRFwnPNyiwgagO2r1at12v3kzn3WNr1m6lB2nLVke2zVUa81PP9F6M3gwY05++83smTmAvz9F5qJFLu/CYyw2y5ZRuU+ezGuUPavhvn1c3TjjJo2IYFzN4cOsLXPwYOHiQ490byN44QXGSY4fzxWPPWbP5rnsUfUOfIXmzZmHvXu37kMFBTHtW2thk5bGomqmZkTt2sUoysmTLRtT4wjt2rHOlSXp2ZNmAJ0uJLt2MVZC10LAq1czvsaAQoNmERTEeK3ffzd7Jg5y3XWswHjxoksfNyJ4OCcnB1lZWTaPnJwc53by99+sNQPQ+rl0acltmjYFoqOd2+/8+czaCAujPzs83KV/vmXOCL0EoGAgFSpQ3BhU/EyPzCjV2GSq2fvbb3lXHDTIxEm4T9u2THfOzDR7Jnbo1o2CQCerjRthFo6Rn880bx+IA4iNpWc2L8/smTjAwIEMDFqxwumPZmfzobfFJi4uDiEhITaPuLg453Zy6hRr+AB0R507p83kfv6ZF+F77qGL69gxl+olmJ33UUBxAWgv4LBp08ICt6WRk5OD3Nzcgt+zsrI0nKVQLm3bGmKxASjqZ83Sdp9paQwPql5d2/06jKIw3WvsWI9fiavnalqaBXvIVa1K0/bq1awaqzG7d9sGU2tOUhJvJj4gbKKiWB4mKYnnvKW55hrGgixe7HSXU7XArt7CZvLkyZg0aZLNa4H2UkDz8uwfXx06sI6BapXKytLONFm9Os10qgUpJKTwi3ECywibU6cKL37uCMC4uDi8/PLLms1LcJI2bVhm3ADCwmjFu3SJKcZakJZGS6hpHqB16zgJy6USOU+jRnzev9+CwgbQrSGmolDYaF5huChr1vCi70TcgafSrh3jvRMSPEDYAAz2X7LE6Y+dP89nvYVNUFAQghypUh0QwOuRPZYtA+bM4c+JiYUJDpcv00Tr6sowJYXmuYoVgf/8h20NNm50ejeGLgnz8hjtXvwxYYJ2AnDy5MnIzMwseKSnp2s2f8EB2rblwemsz9YF1IuclgYiVdiYxk8/MXjIC25YoaG8LjmRpWksPXsCW7cW3lE04uRJxkq0bKnpbm2Jj6cpw4PbKDhKUBDFjce0W+jalcFlFy449TF1c48o0Ne3L4Ndp05lITu1zcvcucBrr/HnnBz+fP48q/g6ciG4/nqKohdf5Od373ZpkWeoxcYIAVhcjVbSusiJUDZt2wK5uQzM1DXIgCVIKlRgnI3qxnSXAwd0zmQpj0WLgCFDPDpouChNmtBiY0l69KB5JT6e6TcaocZp6Vj7j+YL02sSGEfr1vo2vdWUrl15XK1f71QqvipsPCIrCigUMEW5885CU2VQEDOCitalKY+lS2mpAVj1c8ECtpJ5/HGnpmYZJ75eAlAwmFateFM2IIA4MJAXPC0DiE212Bw8yO/Nw4OGi9K4sYXP0zp1KMT/+kvT3aam8ths0EDT3RZy+TLv8l5g1XOU1q0ZY+MRXHst/bBr1zr1MY8TNnpw8CBr4ly8yADi555zqZyBZWJsAH0EoGAwISG8m+3c6XD5a3cIC9NO2GRns8yAacJm8WIGmPXqZdIEtKdePYs3Nhw2jO6/d97RzEqWmspjSLeWHDt30q/vRMEyT6d1awpkPSqN60LXrk4Lm/PneY8LDtZpTp7A4sW8YLRsCYwaBWzaxHRpJ7GMxUbwIjp2dCngyxW0TPk+eJDPpgmbRYtYvbRiRZMmoD316pVek8oSDB9OJaJhoFZqqs5uqK1beXdv0ULHQaxFq1b07qSkmD0TB+nalXEXRRs6loNanM9LvNDOsWoVH0lJTCO/5RYG3iYkAE884fTuLGWxEbwEteW7ouh+loaFMS5Giy4OqsvEFGGTm8uaB16W0XfttRQ2BhwKrhEdzQvor79qlrqVmqqzl2jrVir6gAAdB7EWzZuz+kFSEhsyW56uXZnam5zscKyhT3f2vvVWWmkUxfb15csZr+kkImwE7YmKYmGlw4eB+vV1HUrNjNq1y/kil8VJS+NiwZQaNuvX0xZ93XUmDK4f117L2LjTp6kfLEdAAOuNLFgAPPusJrtMTdXZC7t1q4fc3bWjYkUGontMAHGHDvQprV/vlLDx2fiaF19kerQ9XChWJq4oQXs6dy5sOa8zTZrwoqeFO+rAAcb8mWJZWLKE0aamN6nSFrUv3uHD5s6jTEaPpttAA3fUxYsMCdDNFaUoFDY+FF+j4lEBxBUqML1y/XqHP+LTwqY0UQO4VHlYhI2gPVWrcpVigLAJCKDVZutW9/dlakbUkiW01ljSX+M6qrCxdJzNwIH8x3/2mdu72rePz7oJm0OH6OIQYWN9oqOdEjbnzym4/uKPtF4cParjxLwfETaCPkRFsSCRQUNpoaFMEzZnz/IPGDjQhMH1pWpVxrla+jrt789aGbNnM+3GDdQaNuW1fnEZVcH7mCsKoDEzOblkGIZliY5mVUEHm6V12/Ypnt10C/D227wWXL6s8wS9FxE2gj7ExNC8f+WK7kNFRQGbN7s/lGnC5u+/+dyvnwmD64ufH1CrFqvxWpp772Vvjv/7P7d2k5pKK5VujXq3baO/VNe24dakeXP+i06cMHsmDhIdzbR8RzJEjx/H3TufwqJOz9OvvmcPhbbgEiJsBH3o358rldJKTWtIdDRr0Gze7Po+rlwxsYbNkiVAZKSJnTf1pXZtDxA2deqwINjUqW61A0lJ0TkL20fjawAKG8ClJBlzaNyYqt4Rd9T//odL/lUR33syAwfvuAP44APdp+itiLAR9KFpU57YGld1tUerVrx+rFjh+j4OHaKJ23Bhk58P/PmnV7qhVDzCYgMwK+rQIZY+d5GUlMIbsC74sLCpV4+JRh4jbPz8HIuzyc4GZs7EN1UfRKUa/5r67ryTlhsty6r7ECJsBH3w82OflKVLdR/K358tOZYtc30fag0btSO1YaxZA6SnG1Kl2Sxq1fIQ90GTJryhxMWxrpAL7N2ro8Xm0iUqJx+MrwF4njdr5kHCBqBLvjxhM38+cPYsZuKewqyoHj2Aa67he4LTiLAR9KN/fwbFatw92R79+gGrV/Pa7wppaYyLMLzWyvffszCcF9+sPMIVpfL88+zaqXbkdYKsLBp8dBM2O3bQrOijFhuA1jCPEjbR0TwoykoL/OILYPBgJF+qX1igz9+fWZKLFxsyTW9DhI2gH/368UJsgNVm+HAmESxa5Nrn1cBhQ7Otc3LY5XXsWK9L8y6Kx7iiAN45b72Vjevy8pz6qJoRpZsrautWoHJlnfs1WBuPEzZRURQp//xj//3UVODvv5Fz933Izi5Wx2bQIC4MnWjLIBARNoJ+1KhBU+wff+g+VJ067B35/feufd6UjKiFC4FTpyhsvBjVFeUxabrPP8+8YidVsnrD1U13bN3KTsf+vnvZbt6c3jiPOZaqVmXB0uXL7b//5ZdA3bo4331wweYF3HIL+yf58P/bVeQbE/RlyBDewA1YdYwfT5d0errznzVF2LzzDldlXr4Cr12b1jRX3YSG06YN0L078PXXTn0sJYWp3pUr6zQvHw4cVmnenJ7tM2fMnokT9OlTWNKhKLm5wMyZwD334PwldjeyETb+/rT4CE4jwkbQlyFDWGN+0ybdh7r5ZlpuXnrJ+c8eOGCwsPnrL67GNOpPZGVq1eKzRwQQq9x5J1XyuXMOf0TXwGFFYQ0bETYAPMwdNWgQVe+ePbavL1jAa+O4cbhwgS/5bEsFjRFhI+hLhw7M0/z9d92HCg5m0c4vvwTi4x3/3JUr7GVkWEZUfj7wzDPA4MFAbKxBg5qHKmw8Js4GoBsAAH780eGP7Nmjo7BJS2MLey8OMneEBg2AoCAPEzY9ewJXX00ho6IowLRpDA5s2rRA2Phsd2+NEWEj6IufH602BsTZAOxnOGAAe6plZzv2mUOHqDUMs9j88APdClOnGjSgudSuzWePEjbVqvG4dVDYKAqwfXtht3nN8eFWCkUJDGRWvkcJm8BA4MYb2aVaDQ765x+mgT/9NACIxUZjRNgI+jNkCLBhA3DsmO5D+fkBn37KjN3XX3fsM+pFUtfCaip5ecDLLzPzpl07AwY0n8qV2S/Ko1xRADB0KLBypUPBQceOAadP66g7tm5l0currtJpAM/B4zKjAOCBB4Bdu1hlPD8fmDwZ6NoV6NYNAIVNUBCtzoL7iLAR9KdfP56xf/5pyHBNm1LUvP66Y4U79+6lpdiQjgZz5tDf/uKLBgxmHTwq5Vtl0CD6KR2o/LhtG59106obNjC7RvBMYdOlCzBiBHDffQwGXLOGLRP+LfNw/jytNV5c9cFQRNgI+lO5MtC7t2HuKAB4+GEmt7z8cvnb6t7fpyhvv01/WatWBg1oDTyqSJ9K3bpAp07M6iuHzZu5uRpPpCmKwnomkZE67Nzz8EhhAwCffUZf5datdEcXEaoXLkh8jZaIsBGMYcgQmmHdaDDoDAEBwAsvAD/9VNguoTT27jXIDbVtG++AEyYYMJi18Ji2CsUZPJjCppzCKWvWsGSTLhw6xC9PUn8B8Fw9dcqphDVrUKcOrdZ795ZooXLhgsTXaIkIG8EYBgxgVsfGjYYNecMNtBTMmFH2doYJmx9+YFpHz54GDGYtPNIVBdAddfAgC/aVgqJQ2HTvrtMcEhLoo+jUSacBPAv1XFUrPXsDqitK0AYRNoIxtGrFpm7udKp0kqAgliP5/vvSF9y5ucC+fQa5on77jemdPlhJtFYtrrI9jqgoBuyW0aV+xw4GDvfoodMcEhPpV5XAYQAsyxAQ4KHuqFI4e5ZxfoI2+N4VVjAHPz/3W3C7wI03Urjs2GH//UOH6B3T3WJz+DDzgYcO1Xkga1KzpocKm6AgVo4tQ9j88gs1e5cuboyzbBmboU6cWLJHVUKCuKGKUKECxY0IG6E0RNgIxtGnDyvnOVpgRgOionjTmT/f/vuGpXrHx9NSo9uy3trUrOmhriiAbtQVK7BnZw4GDaIncckSvpWTA3zzDUMmAgJc3P/lywwor1CBJfbfeKPwvYsX6efq1cvtP8Ob8NgA4lI4d46lkwRtEGEjGEffvryIr1tn2JD+/syyLE3YpKTwglKjhs4TiY9nFeYqVXQeyJrUqsVyMFlZZs/EBf6ND3t5SAKOHuXK+rrrgAcfZH21tDTgscfc2P/PP3PJvnAhMGUK6xQcOMD3li9nyvn112vwh3gPzZuX7FDgyYjFRltE2AjG0aQJUL8+q24ayMiRbFV18GDJ91JS2INS9/oR8fE6Rpdan5o1+Xz6tLnzcImWLXGxegO0PvQXFixgZfzvvmMs+EcfAe+956bF75dfKJ6uvRZ44gmeI48/zvdmzWIht2uu0eAP8R7atmWNKo/p8l0OImy0RYSNYBx+fqy0uWaNocP26cNSOvbK6GzfDoSH6zyBS5eALVtE2MBD42z8/PCXMgCja/yFxo15GI8dCxw9yhvSQw+Bd1hXOtjn59MqM2AAfw8OZuG2efNYzG3+/H8HEIoSHs5MosOHzZ6J+yiKuKK0RoSNYCzdugFr17p2E3CR4GCgf/+SwkZRqDciInSeQEICA0L/LZ/ui3iysElKAuae7Y/mp9fzbvovFSr861lMS2O56/r1WafIGbZvpzrq06fwteuuY8n9r75ildoxYzT5O7wJdTFSWlKAJ5GVRW+jWGy0Q4SNYCzduvFCnpRk6LBDhjDxpGiMx+HDdI3oLmzWrmWH84YNdR7Iulx9NeOdPDGAeN48YFP1AfCDAixaZPumorDMtb8/C7BNnOicf2TDBjbSKt6L4bXXGGQ/Z44bUcneS40arPTsDcLm7Fk+i7DRDhE2grFERPBCbrA7avBgiprlywtf27SJzx066Dz45s1u5gJ7Pv7+vBl5osVm8WIgekhN+MXGMtC3KPPn0xT4xRcMuFm/ng9H2bSJB2BgYMn37L0mFBAeToOXp6NWUBZXlHaIsBGMJSiIOdgGC5t69Xj/+O23wtdWrGDrFt1XSob4u6yPJ9ayuXSJh2r//mBK9m+/FUZAX7wIPPIIcPvtzPjr2pUuqV9/dXyATZukorCLhIeLxUawjwgbwXhMCCAGgFGj2DtKbVe1bBkbj+vKhQssuCHCxiOFTXw8j5d+/QDceiuF+Wef8c2XXqK4+d//+LufH9OyHWiaCYAuq507dWwJ7t2EhwO7dpWsZ+hpiLDRHhE2gvF068beOwbf5W69lUP+8QfjPbduNUDYbNvG544ddR7I+niisFm9muUA6tUDWxo8/jgQFwf897/AO+8AU6cytkZlwAAeWOrdqiyOH2f/NB/r9K4V4eEsi+XpPaPOnWMgesWKZs/EexBhIxhP1658XrvW0GGbNgWGDeNCe+pU3qx0r3u2ZQud5z4cOKziidWHS5Qfev55NsZ86y1W57v/ftsPREfzOTGx/J2rFeZattRkrr5GeDjjqg3sq6sLag0b3Wtp+RAibATjqVGDF3Nngiw1YupUYP9+ehOmTKFnQVfU+Bq5anlcI8ycHBbJtumCERzMAOKsLODNN0v+X6+5hiI2IaH8AfbsYYGla6/VdN6+QkgI0L69KZcRTZHifNojYfeCOURHO3bx1xi1Yml6OhATY8CAmzdLn59/8TRX1JYt1C926yqWJVQjI5nGXR7JyRT4InpdJjra84WNFOfTHrHYCOYQFUVzvYGF+lTq1zdI1Fy5wrQNCRwGUChsPKUM/j//ANWrA61bO/nBdu2onstjzx5xQ7lJVBTXDleumD0T1xGLjfaIsBHMISqKS5WUFLNnoh+7dvGK27mz2TOxBDVr0r2TkWH2TBwjPp5x7v7OXiXDwxnRmplZ9nYibNwmOpp1DNUYfU9EhI32iLARzKFDBwa4mOCOMoxNm5jq4PSS3zupVYvPnhBArChu9C0NC+MOdu8ufZvcXIofETZu0bo1ULWqZ7ujzp4VV5TWiLARzCE4mC4abxc2pVWV9UE8qV/UgQPAsWMutvdq3pz5u2W5ow4coPlKhI1b+PvT+GtwgqWmnDsnFhutEWEjmIdJAcSGIVVlbfAkYbNmDfWoS50wAgNpSiirLK6kemtG794stukpsVvFEVeU9oiwEcwjKoqpJ9nZZs/ENdLTWcHN3hU1L49/mwibAipXpqHOU4RNx45MKXaJ8ur979kD1K4tPggN6N8fOHq0bM+fVVEUduioXt3smXgXImwE84iKYnCtJ0b+7d3LirG9egGTJ5d8PzmZucIibArw8/OclO81a1x0Q6mUJ2zUVG/BbTp3ZpzN33+bPRPnuXiRl4mixas9hhdeYBXu8eOBI0dKvj9zJnupTZ0KjBlj6IkvwkYwjxYtgNBQz4z8mzIFaNAAePddVqEtHk+xbh3NE2Fh5szPotSqZf3g4YsX2RXBLWETFgYcOsReYfaQjCjNCAwE+vQBli41eybOc+IEn2vXNnceTrNsGVuCTJ4M3HEH8NxzJbc5dYrXx2efpfr84APDpifCRjAPf38WM/O0OJuLF1l99skngf/8h/EUb7xhu83KlSyWExxszhwtiidYbBISWF7JbWEDlO4fEWGjKf37A8uXM9nMkzBD2OTk5CArK8vmkaN2BnaUv/8uDECLirKvKp9+mj0vAJ5QVaq4N3EnEGEjmEtUlOcJmyVL6EIbPpwn7tNPA3PmAAcP8n1FobDp3dvUaVoRTxA2a9bQGFe/vhs7adyYqf67dpV87+JFWnOkDIBmDBzI+khr1pg9E+cwQ9jExcUhJCTE5hEXF+fcTk6dKhQqlSoxtas0MjOpOh94wOU5O4sIG8FcoqMZb1DWiWE1Fi2iIFMd42PHskfQe+/x9+3bmc47YIBpU7QqniJs3LLWABS8rVvbFzZqRpR09daMli3p2f79d7Nn4hwnTjA+yMjO3pMnT0ZmZqbNY7K9OMG8PFqdiz8mTOCJfPEit8vKKj0IPieHcTYffABcdZVuf1NxRNgI5hIZyWdHeutYhTVrgJ49C3+vUAF49FHgiy8o0ObM4XJf7WIuFGD1Rpj5+ayJosm/rm1b+8ImOZmBIc2aaTCIoDJ0qGcKG6Pja4KCglCpUiWbR5C9bsABAYwVLP747DOgX7/CtuqJifQFAsDly8CZM/w5N5ei5sknqTrnzzfk7wNE2AhmU7cu7f6e4o46d46BwsVL0t5/P9N+7rwT+PBD4J57XKjF7/3UrGnt4GHVeOi2xQYoXdgkJVHU6N5a3rcYNowhTampZs/EcY4fL6zI7VH07UtFNnUq8M03hTGGc+cCr73Gn596CvjrL2DiRLrl5841bHpSElUwH0+Ks1HnWXxJHxoKfP45hU1YGDMBhBLUrMmCZLm51izIvGYNQwY06Vvati2QlgZcusQiPipJSeKG0oEePejW+eMPGgo8gcOH3YzlMhNVwBTlzjv5AOiaV93zBiNLSsF8PEnYbNkCXHut/cITY8YwvXfTJjcqu3k3NWsytvrsWbNnYp81a+gd1cSY0rYtn5OSbF9PSpLAYR0ICgIGDQJ++83smTjOwYNAw4Zmz8L7EGEjmE+nTiwdevy42TMpny1b2P+pNCpWpEtKsIvV2ypoEjis0qxZyZ5R+fkMHhZhowtDhzIhsbTyQVbj4EF64gVtEWEjmI9q99+82dRpOMSWLRr5KXwTNZ7AisLm9GkaUzQTNoGBrEBc9Lg+eJABliJsdOH66+nm/Osvs2dSPllZDB4Wi432iLARzKdmTTqarS5ssrIYXSrCxmVq1OCzFYXNunV81jSZrVMnuiZVtmzhc5s2Gg4iqNSsyf+fJ2RHpafzWYSN9oiwEaxBx47WFzY7dtCVUJYrSiiTChUY4GnFzKg1a1gPRXWXaULnzjyu8/P5+4YNHESaX+rG0KEMIFa/cquSlsZnETbaI8JGsAYdOxauZq3Kli0MCm7e3OyZeDS1ahVWXLUSmsbXqERGsiSuGmeTmFhYu0nQhaFDKZwTE82eSdns3EkRramQFgCIsBGsQkQEkJLCm4BV2bIFaNeusP+J4BJ16zJW3Erk5DAxT3NhExFB68zff7MNx7p1rLYt6EZ4OK0gVndHbdvGy4nkGmiPpYSNhbugC3rTsSOft241dx5lIYHDmnDttdYTNtu2saWN5sImIIDFzP78E1i1iuk6Q4ZoPIhQFD8/BhEvWWL2TGzZt8+2Sef27UD79ubNx5uxjLCxeBd0QW8aNeLK1qpxNnl5FDadO5s9E4/n2mvtL1zMZM0a1ljUJab3ttuYpjNhAs0JTZvqMIhQlF69GLN96ZLZMyFPPMHs/8hI4Px5tlnavl3WSXphGWGjVRd0ey3ZBQ/Az49nuVXjbPbs4ZJetSwJLmNFV9SaNcym0aULxogRPG727QOmTdNhAKE4PXvSOqJmuplJSgowfTrw0ks87u+5h26ynBwx3umFZYSNVl3Qi7dkr++x9ap9ECtnRm3aVFiXRHAL1RWlKGbPpJD163UMfQkIYADPvn0sjSvoToMGQOPG9P6ZzaxZQL169Eb88AOwYAEwdiwwcKCH9onyAAzt1pKXV7J3IMDsWa26oE+ePBmTJk0q+P3MmTMibjyFjh3ZQDInx3oNAjdvZg+oihXNnonHU7cu/8WnT1sjI+TUKWD/flqKdSMgAGjSRMcBhOL07AmsXm32LIBFi5ipFRgIxMYy9uenn4BXXzV7Zt6LocJG7YJuj2XLgDlz+HPxLuiZmUD16va7oI8cabufoKAgmxbslSpV0vzvEHQiPJx3vJSUwj47VmHTJhZbE9ymXj0+p6dbQ9hs2MBnycL2Lnr14v3iyhXWTzKDkyd56fjvfwtf69ePD0E/LOOKsngXdMEIWrdmrE3R3jpWQFFE2GiI2hvn4EFz56GSkEC3hbgFvIvu3Wn9NzPRUq2l06OHeXPwRQy12JSHhbugC0ZQqRIzRnbtMnsmtuzdy1QGETaaULkyLTUHDpg9EyI187yTVq0YrrBhg3n/3w0bKJrVViKCMVjGYiMIABjHYjWLzYoVFF2S6q0ZDRtaQ9goiggbb8Xfn6es6mo0gw0bCrN9BeMQYSNYCysKm2XLaEsODjZ7Jl5Do0bWEDaHDrF+lggb76RLF3OFzdatUqvGDETYCNYiLIw1Y65cMXsm5MoVpjGo0eyCJljFYpOYyLAuMcZ5J126cJ2UmWn82JmZjCNr3dr4sX0dETaCtQgLY/pbSorZMyF//gmcOQOMHm32TLyKpk2B1FSzZ0Fh06aN/dIRgufTpUth0XCj2buXz61aGT+2ryPCRrAWrVvTOW4Fd1R+PvDmm8zNbNTI7Nl4Fa1bUy+a3e9N4mu8m6ZNgauvNscdlZxMa2CzZsaP7euIsBGsRcWKvBKYLWz27gXuuou5wFIGX3PUVWxysnlzyM/nDU/XwnyCqahuRjOEzZ49XA9JKTXjEWEjWI+2bc0TNorCLqstWjAbat486Q+lAw0a8IKflGTeHPbsYbNtsdh4Nx07muOKSk4WN5RZiLARrIeZmVHz5tH99OmnrLM/bJg58/By/P2Bli2B3bvNm0NiIjt3tG9v3hwE/enYkaWxLl82dtzkZB7jgvGIsBGsR1gYg4eNzoxSFDZwuekmYMIENncRdKNTJ2DjRvPGT0hgnzrJ4vduOnZkAPGOHcaNqSi0CIrFxhxE2AjWIyyMV6I9e4wdd/du2qwffdTYcX2UyEgKm/x8c8ZPTJT4Gl+gRQsgJMRYd9TJk8C5c2KxMQsRNoL1aNXKnMyo+fPZMKhbN2PH9VEiI4GMDHPibK5c4Y1O4mu8n4AAuhs3bzZuTHVNJhYbcxBhI1iPihWB5s2NFzZLlgCDB/NKKOhOhw6sH/P338aPvX07kJ0twsZX6NjRWGGTnMzg+Pr1jRtTKESEjWBNjA4gzslh0EX37saN6eMEBbGg859/Gj92YiJQpYpUhfUVIiLY3iAvz5jxkpPpAvOXO6wpyNcuWJOwMGOj/bZtA7KyxA1lMEOHshXXmTPGjpuYyPomYpzzDTp2ZIsDtRqw3kjgsLmIsBGsSXg4r0JG5WiuX0+/SJs2xownAABGjaK4+OYbY8dNSBA3lC8RHs7jzCh3lNSwMRcRNoI1CQ9nuoxRkaXbtjHoQ2zHhlK1KnD77cD06WwRZgSXLrGuiQgb36FSJbodjRA2ubnsgyYZUeYhV3HBmrRsySCM7duNGW/bNqBdO2PGEmx4+mkgLQ348Udjxtu0iZpZUr19C6MqEKelMWRPLDbmIcJGsCZBQVxiGRFnk5/PcUTYmELz5sAttwBvvMHCZnqTkADUrCl9TX0NNTNK72NM7X8mFhvzEGEjWJfwcGOEzcGDLKgiwsY0nnuOxrk//tB/LLWjt5+f/mMJ1iEigoXzjhzRd5w9e4DatYFq1fQdRygdETaCdTFK2Eg1LdNp3x4YMgR4+239x5KKw75JRASf9XZHSeCw+YiwEaxLeDitKefP6ztOSgoQGkr/hGAa99/PhuoHDug3xunTwL59Ejjsi1SvTvej3gHEu3YBbdvqO4ZQNiJsBOuiuob0DiBOSWE1LfFNmMqgQbz5/PCDfmMkJvJZhI1vEhGhr7BRFF6uwsP1G0MoHxE2gnVp3JiO6k2b9B1HFTaCqVSoAFx/PbBwoX5jJCZy1V67tn5jCNZF78yoI0fY/FKEjbmIsBGsi58f0KkTW0DriQgbyzB4MPDPP/p5H9XAYcE36diRrki9ji81JDAsTJ/9C44hwkawNp076ytscnOB/ftF2FiE665j9v3SpdrvW1Gk4rCv06kTn/W6pOzYAdSpA9Sqpc/+BccQYSNYm86dgd27WS5WDw4coLgRYWMJatQAoqP1cUelpwPHj4uw8WXq1wcaNKBVUA927BA3lBUQYSNYm86duYTfulWf/aek8FmEjWW4/npg0SLtC6klJtK72bmztvsVPIuePUXYeDsibARr06wZU7H1sh2npDAVp3p1ffYvOE3fvgzCVDWnViQksJh11ara7lfwLHr2BNau1b43WX4+U71F2JiPCBvB2qhL7A0b9Nm/BA5bjqgoICQEWL5c2/1K4LAAUNhcvKi9EXjXLiAzkwHKgrmIsBGsT7duwOrV+uxbhI3lqFAB6NEDWLZMu33m51MbS8VhoU0b4Oqrtb+krFlDQd6hg7b7FZxHhI1gfWJjmbl06JD2+xZhY0n69mUVYq3ibPbsAS5cEIuNAPj702qzYoW2+42PZ+B7YKC2+7UsL7wAxMUB48fbb8D1yy/AuHHAm28CI0fqW1K8GCJsBOvTtSuvFqtWabvfnBwgLU2EjQXp0wc4cYLmfS1ITGTDeFlNCwCrXC9dCly+rM3+FIX7i43VZn+WZ9kyphhOngzccQe72BYnO5uiZtIkntCffGLY9ETYCNancmWgSxfthc3+/UBenggbC9KpE4N8tXJHJSay0WZwsDb7EzybIUNYQUIrq82mTTRaDB2qzf70JCcnB1lZWTaPnJwc53by99+8JgP079orPDV2bGH/vf37GblvECJsBM+gVy9g5Upt96mm3TRvru1+BbcJDOS/XKsAYunoLRSlYUPel+fM0WZ/c+cC9eoVFgC0MnFxcQgJCbF5xMXFObeTU6eAKlX4c6VK7CNhjxMngIcfpmV8zBh3pu0UImwEzyA2FkhOBg4f1m6fycksE1qtmnb7FDSjb18KG3fTcq9cYeNDia8RinLHHcBPPzFDyh0yM4EZM9id3hP66E6ePBmZmZk2j8mTJ5fcMC8PiIkp+ZgwgZYY9YvLyir9Glq7NvDhh8BttzEWxyBE2AieQe/eQMWK2pakTUoy1DwqOMf113MhuG6de/vZsYPufhE2QlFuu43Zcl9+6d5+XniB4XoTJmgzL70JCgpCpUqVbB5BQUElNwwI4MlX/PHZZ0C/foW1xRITgf79+fPly8CZM/x55szCfTVtyiZdBiHCRvAMQkJ48vz2m3b7FGFjaVq1Yn1Gd//lCQkM02rTRpt5Cd5BjRrAvfcC06bR6uIsFy7Qy/Luu8AHH9D46zP07UtrzNSpwDffAG+8wdfnzgVee40/nzoFPPEE8M47wP/+x20Nwk9RtC5cbi3OnDmDGjVq4PTp06gu1WU9m88/Bx57DDh9mn5dd6lVi8utRx91f1+CLjz9NN0FqalM03WFO++kB/Pvv7Wdm+D5HDsGtGwJTJzIBB5H+f13WmiysihqbrtNvzkKziMWG8FzGDqUVxIt7lCnTvEhFhtLc/vtjDt0p7dPfDzQvbtmUxK8iGuuAd5+G3jrLeCPPxz7zNy5wIgRzGBOThZRY0VE2Aiew7XXMlDixx/d31dyMp9F2Fia9u35L3/3Xdc+f+wYXfsibITSGD+eVr3bby+/blJSEnD33bTwfP01jb6C9RBhI3gWt93GipauOMWLkpREd1aDBtrMS9AFPz/W/po/37Vs//h47iMmRvOpCV6Cnx/w6adA27bAddeVXuA8P58iqHVrCm1PyIDyVUTYCJ7FmDF0Ry1YUPZ2+fnM8y2NpCRGp7oauCEYxsiRwPDhwE038Qb022+sB3b+fPmfjY8H2rVjg3hBKI1KlXhcVa3KqsRqYk9RPvmESUFffskq1oJ1kau64FnUqQMMHEg7cGns3s1lVUgI8PrrpW8jaTIegZ8f8N13wLBhjPMePhwYMIAF0b77ruzPSnyN4CjVqwOLFjHbadgwW6NwcjID2Z95Rrp3ewIibATP4667gMWL7ddFyMjgne/qq4EpU9jLZPHikttt2QKEh+s+VUEbKldmWYysLN5wjh5lqu4dd/BmZI8zZ9jRu08fY+cqeC4NGvBysXs3jcO5ubyk3HYb10EvvWT2DAVH8JU+pII3ceONXK6/9x7w/vu27738MrOdVq5ksPHmzcCTT3KJr7qdDh/mIzra8KkL7uHvT7dBpUrA9OnAyZPAfffxRqRWeFf56y9aewYMMGeugmfSti3Tufv359onO5t9pVavBipUMHt2giOIxUbwPIKCWM/myy9tneFbt1LsxMVR1AAUOjt38kqlsn4973hSitaj8fOjuLl40f5K+rff2BheOmYIztKtGwvrDhzIdVRiIkPyBM9ACvQJnsmFC0Djxsy9fOcd2oy7dqXoWb2a5cBVhg2jFWfNGt4NH3+cy/kdO8yavaAhn37KCrCbNzNQGKDYqVOHRdceftjc+QmCYCziihI8k6pVWVVrwgR25966lY/Nm21FDQA8+yzQowcFT8+ezB0ePdqUaQvac999NN499BA9kGqw8ZUr8m8WBF9ELDaC56IowKRJ7ENSqRIwezYwapT9bXv0YJbUlCn8ee1aKW7iRSQmMmTq/fcZUNy+PZtofvqp2TMTBMFoRNgIns/JkxQtlSuXvs2KFexIm58PxMYCy5dLhS0v4+WX+ahbl5p3w4bCUCtBEHwHETaC7zBvHn0VTz4pFYe9EEVht42tWxl61aKF2TMSBMEMRNgIgiAIguA1SLq3IAiCIAhegwgbQRAEQRC8BhE2giAIgiB4DSJsBEEQBEHwGkTYCIIgCILgNYiwEQRBEATBaxBhIwiCIAiC12CpXlEvvMDK+Pv3A6+8UrJq6C+/AH/8AbRsyYr406cDjRqZM1dBEARBEKyHZSw2y5YBx48Dkyez18tzz5XcJjub3XonTQL69AE++cT4eQqCIAiCYF0sY7H5+2+gSxf+HBUF3HpryW3Gji38ef9+ICKi5DY5OTnIzc0t+D0rK0vbiQqCIAiCYFksY7E5dQqoUoU/V6oEnDtnf7sTJ4CHHwbS0oAxY0q+HxcXh5CQkIJH/fr19ZqyIAiCIAgWw9BeUXl5QPfuJV/v0AGoWRNo2BCYMAHIygKaNwcOHy59Xz/+CCxYAHzzje3rxS02p06dQsOGDZGSkiK9ogRBEASfp1q1avD3t4xdQ3MMdUUFBADr1tl/b9kyYM4c/pyYCPTvz58vXwYyM4Hq1YGZM4F77uHrTZsC+/aV3E9QUBCCgoIKfs/OzgYAtJBWv4IgCILg9U2hLdXd+4UX6I7atw946SVmRf3f/wFbtgDvvANMmwYcPQrUr0/xM3Ei0KtX2fvMzc1FWlqapgo1KysL9evXR3p6OipVqqTJPn0d+U61R75T7ZHvVHvkO9We8r5Tb7fYWErYeApZWVkICQlBZmamnIgaId+p9sh3qj3ynWqPfKfa4+vfqfdKNkEQBEEQfA4RNoIgCIIgeA0ibFwgMDAQU6ZMQWCgZcoAeTzynWqPfKfaI9+p9sh3qj2+/p1KjI0gCIIgCF6DWGwEQRAEQfAaRNgIgiAIguA1+KYDzk3mzp2LhIQEZGZmYsyYMehVXjEdoQS7du3Cgw8+iEGDBuHZZ58FAEyfPh2nT5/G0aNH8fjjj6Nt27Ymz9KzSE1NxZQpUxAREYGdO3di1KhRGDJkiHyvbnD27Fncfffd6N69O3bu3In+/fvjjjvukO9UA/bv348OHTpgyZIliImJke/UTWJiYlCxYkUAQI8ePfDaa6/57neqCE5x4cIFpWPHjkp+fr6SmZmphIWFKXl5eWZPy+OYM2eO8sILLyhvvPGGoiiKsnfvXmXAgAGKoihKWlqaEhsba+LsPJPExETlr7/+UhRFUU6cOKE0bNhQvlc3OXnypPLdd98piqIo586dU+rUqSPfqQbk5eUpDzzwgBITE6OsXbtWvlMNmDJlis3vvvydiivKSdatW4dWrVrBz88PlSpVQuXKlZGammr2tDyO0aNHIyAgoOD3ZcuWoXPnzgCARo0aISkpCVeuXDFreh5Jly5d0P/fXiT5+fmoUqWKfK9uUrNmTYwdOxYALQytW7eW71QD3n33XUyYMAHBwcEA5PzXgm3btuGtt97Ciy++iOTkZJ/+TkXYOMmpU6dQRW1DDuCqq67CqVOnTJyRd1D8e61SpQpOnz5t4ow8mw8++ABvvfWWfK8a8cknn+Dhhx+W71QDtmzZAgCIiIgoeE2+U/eZNGkSnnnmGTz++OO44YYbcOTIEZ/9TkXYOEnNmjVx8eLFgt8zMjJQs2ZNE2fkHRT/Xi9evIgaNWqYOCPP5dtvv0XdunUxZMgQ+V41YuLEifjzzz9x++23w9/fX75TN/jjjz9w+fJlTJ06FQcPHsTXX3+N3Nxc+U7dJDo6GgBQvXp1VK1aFdWrV/fZ71SEjZNER0djz549AIDLly/j0qVLaNasmcmz8nz69u2LzZs3AwAOHjyI1q1bo0KFCibPyvP44YcfcOrUKTz00ENYvHgxunXrJt+rG2zcuBHbtm0DQOtscHAwRo4cKd+pG0yePBmTJ0/Gs88+i4YNG+KOO+7ArbfeKt+pGyQlJWHWrFkAgLy8PBw/ftynz30p0OcCc+fOxcaNG5GZmYlRo0YhNjbW7Cl5HD///DM++ugjBAUF4cEHH8SIESMwffp0nD9/HocPH8ajjz7qOxH8GrFhwwb079+/wMR/8OBBbNq0CbNnz5bv1UW2bNmCN998E5GRkTh8+DBCQkLw6quvyrGqAZ9//jneeOMNXHfddXjiiSfw559/ynfqIocPH8bEiRPRs2dPHDhwAJGRkbjrrrt89jgVYSMIgiAIgtcgrihBEARBELwGETaCIAiCIHgNImwEQRAEQfAaRNgIgiAIguA1iLARBEEQBMFrEGEjCIIgCILXIMJGEARBEASvQYSNIAia8umnn6JevXpYsWJFwWvdunXDyZMnzZuUIAg+gwgbQRA05YEHHkCLFi0Kfk9PT0eFChVQq1YtE2clCIKvEGj2BARB8G7mzZuHkSNHAgCee+45HDhwAHXq1MGZM2fw0Ucf2XQgFgRBcBex2AiCoCvz5s3DDTfcAABo3bo1vv32W7z77rsICwvDRx99ZPLsBEHwNsRiIwiCbpw+fRqXLl1Co0aNAAC1atXCPffcg9DQUOzevRsNGjQweYaCIHgbImwEQdCNBQsWYNiwYQCAQ4cO4cYbb0RaWhquueYazJo1yybAWBAEQQvEFSUIgm788ssvuPHGGwEA58+fh6IouOqqqwAABw8eNHNqgiB4KWKxEQRBUz799FOkpKRg+vTpSE5ORtu2bQEA4eHhmDhxIgYPHoyoqCjs3r0bqamp+P333zF06FCTZy0IgrfgpyiKYvYkBEHwPn744Qds3rwZU6dONXsqgiD4ECJsBEEQBEHwGiTGRhAEQRAEr0GEjSAIgiAIXoMIG0EQBEEQvAYRNoIgCIIgeA0ibARBEARB8BpE2AiCIAiC4DWIsBEEQRAEwWsQYSMIgiAIgtcgwkYQBEEQBK/h/wFavVDtyRdsHAAAAABJRU5ErkJggg==", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Create a figure and a set of subplots\n", - "fig, ax1 = plt.subplots()\n", - "variable = kappa_geodesic\n", - "name = \"kappa_geodesic\"\n", - "x_coord = l\n", - "x_name = \"l\"\n", - "\n", - "# Plot Kd on the first y-axis (ax1)\n", - "ax1.plot(x_coord, Kd, label='Kd', color='blue')\n", - "ax1.set_xlabel(x_name)\n", - "ax1.set_ylabel('Kd', color='blue')\n", - "ax1.tick_params(axis='y', labelcolor='blue')\n", - "\n", - "# Create a second y-axis sharing the same x-axis (ax1)\n", - "ax2 = ax1.twinx()\n", - "\n", - "ax2.plot(zeta, variable, label=name, color='red')\n", - "ax2.set_ylabel(name, color='red')\n", - "ax2.tick_params(axis='y', labelcolor='red')\n", - "\n", - "# Add a title (optional)\n", - "plt.title(f'Plot of Kd and {name} vs zeta with Different Scales')\n", - "\n", - "# Show the plot\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -468,7 +303,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -477,9 +312,9 @@ " # return 2.66*(a/R_eff) \n", " \n", "\n", - "def get_critical_gradients(a,R_effs,L_pars,plot=True):\n", + "def get_critical_gradients(a,values,plot=True):\n", " critical_gradients = []\n", - " for (R_eff,L_par) in zip(R_effs,L_pars) : \n", + " for (R_eff,L_par) in values : \n", " critical_gradients.append(calculate_critical_gradient(a,R_eff,L_par))\n", " if plot :\n", " plt.figure()\n", @@ -504,14 +339,14 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -524,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -614,7 +449,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -642,7 +477,7 @@ }, { "cell_type": "code", - "execution_count": 142, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -673,16 +508,27 @@ }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "grid,drift_curv,a,l,data_bad,data_good=get_all_everything(eq_precise_QA,n_pol=40,plot=False);" + "grid,drift_curv,a,l,data_bad,data_good=get_all_everything(eq,n_pol=10,plot=True);" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -717,7 +563,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -758,28 +604,28 @@ }, { "cell_type": "code", - "execution_count": 158, + "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "49.43026994529051" + "23.506128205950773" ] }, - "execution_count": 158, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "L_s = calculate_Ls(eq_precise_QA,grid)\n", + "L_s = calculate_Ls(eq,grid)\n", "L_s" ] }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -788,7 +634,7 @@ "'good'" ] }, - "execution_count": 159, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -800,7 +646,7 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -814,21 +660,21 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-0.0, 3.716533517125963e-05, 6.026859057797778e-05, 6.997295456712357e-05, 0.0001700640053870663, 2.696462349697669e-05, 6.5825073818755564e-06, -0.0, -0.0, 0.0, 0.0, -0.0, -0.0, 0.0, 0.0, 0.0, -0.0, -0.0, -0.0]\n" + "[0.12039329276405936, 0.021590548849512326, 0.047892147236871414, 0.13927989772042715, 0.019106435600435897, 0.029414343936083304]\n" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -840,27 +686,29 @@ "print(L_par_inv)\n", "L_par = [zero_div(x) for x in L_par_inv]\n", "R_eff = [row[0] for row in data_bad[\"values\"]]\n", - "get_critical_gradients(a,R_eff,L_par);" + "# print(R_eff)\n", + "values = zip(R_eff,L_par)\n", + "get_critical_gradients(a,values);" ] }, { "cell_type": "code", - "execution_count": 163, + "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[2.5555789338376753, 2.6935347380435424, 1.9142596488641828, 1.657338642552803, 1.8495582632786978, 1.9826903554439657, 1.3092233608194763, 1.0446026206355743, 0.9431038663884862, 1.1222473226327856, 1.1126756908821915, 0.8720199851514341, 0.6911077840397981, 0.6188885281068178, 0.7206564145337124, 0.8237730671306481, 0.6776100851645527, 0.5265992567699815, 0.45893520427907714]\n", - "[Array(1.14833972, dtype=float64), Array(1.04325344, dtype=float64), Array(1.37838676, dtype=float64), Array(1.45187455, dtype=float64), Array(1.33315949, dtype=float64), Array(1.22539061, dtype=float64), Array(1.68813499, dtype=float64), Array(1.91180689, dtype=float64), Array(1.97699213, dtype=float64), Array(1.78043346, dtype=float64), Array(1.81519177, dtype=float64), Array(2.12614544, dtype=float64), Array(2.45570122, dtype=float64), Array(2.582469, dtype=float64), Array(2.33944629, dtype=float64), Array(2.17293459, dtype=float64), Array(2.46711192, dtype=float64), Array(2.92967413, dtype=float64), Array(3.17939297, dtype=float64)]\n" + "[5.634641734447069, 5.213711446349169, 4.541729326441421, 5.771771288908073, 4.371938735392086, 3.835423418433931]\n", + "[Array(1.87917633, dtype=float64), Array(1.94481642, dtype=float64), Array(1.85927004, dtype=float64), Array(1.85380679, dtype=float64), Array(1.77458645, dtype=float64), Array(1.91897919, dtype=float64)]\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -871,40 +719,9 @@ "R_eff = [row[0] for row in data_bad[\"values\"]]\n", "print(R_eff)\n", "L_par = [row[1] for row in data_bad[\"values\"]]\n", - "crit2 = get_critical_gradients(a,R_eff,L_par)\n", + "crit2 = get_critical_gradients(a,zip(R_eff,L_par))\n", "print(crit2)" ] - }, - { - "cell_type": "code", - "execution_count": 164, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 164, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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q0MIfCsMXDEGvFTcbREREianN5UN7r39cO6KiirPM6PEG0eEOyBpQbNzbhCaHD99aPVO2NQwUcylq+/btKCkpgUqlgtFohNlsRm1tbf/3J0+ejI6ODgBAW1sbFi1aNOy1AoEAPB7PKR9y8wRCEASIvt07ei4OszZERBR1ckfURAIb+ad8h8MCHnu/FjcszkPRJJNs6xgo5sCmvb0d6eknt6RZLBa0t7f3f7548WKcddZZuOuuu3DXXXfhzjvvHPZa69evh8lk6v/Iysoa5/LF4/JHAg/xt3tHAiUOwiQioqhquwsZBi1yrWPfERVVmGmERq2Stc/mzQOtqLI78eB5xbKtYbCYA5vs7Gy4XK7+z51OJ7Kzs/s/f/XVV2G32/Gb3/wGr7zyCu666y709g4dRT788MNwu939H9FMj5xcfYfoid08bDXoAICH9BERUb9o4/BEemN0GjWmZxpl3fL9s/eP4LK5OViYa5VtDYPFHNiUlZXh0KFDAACv14ve3l7MnDkTzc2RPesNDQ2YMmUKAMBqtUKn00EQhp5hodPpYDQaT/mQW3/GRvTm4UigxAnfREQUNd4ZUYMVZ5lky9hsPdaJbXVdWKegbA0whuZhq9WKdevWYd26dXC73diwYQPq6upw4403ory8HF/84hdx11134Wc/+xmamprw3e9+95TSldJFMzZiz4qy6vsyNixFERFRn2q7E1fMnzLh6xRnmfGpTGfH/GzLEZxVlIlVMybJcv/DGdOr+Nq1a7F27dpTvlZeXg4AsNls+Nvf/ibeyuLM5ZemFGXua0ZmKYqIiACgvdePVpd/Qo3DUbOyTHi9qkWEVY3Np80OvHGgFa/fukzWreZD4QF9fVx9u5bMIpei1GoV0vUalqKIiIZw41/2YMvh9tFvmESq+zIsopSiss1odvjg9sd35+1jH9Ri3pR0fH7uxLNOYmNg08fpC8KoU0OjFj/ytOo54ZuIaLBWpw8b9zbhgTcODNuTmYyq7S5YDVpMyzBM+FrRLd9H49hAfLzTjb/ubcKD5xZDLcFr5kQxsOnj8ol/6nCURa9ljw0R0SC7G3sAAHtO9OCdg20yryZ+quzOCc2IGmhm39kx8Wwgfvyjo8iz6nHDkmlxu8+xYGDTxyXBqcNRFr2WpSgiokF2NXZjeqYRF5VMxo/fO5wyWZtqu3NCJw4PZNZrMdWij1tg097rxwvl9fjW6plI0yozhFDmqmTg8gVFbxyOikz4ZmBDRDTQ7sYeLMvPwMMXzMK2ui58dLRT7iXFRZXdJUrjcFRxlglH4nT68K+2HoNRp8HtZYVxub/xYGDTx+UPSVqKcrAURUR0il2NPVhWYMPZM7OweuYkrN98WO4lSa6j1w+70ydK43BUvKZ8u3xBPL2tDvesLJKswiEGBjZ9pMzYWNg8TER0ihaHFyd6vFianwEAePiC2Xj3UDt21HfJvDJpHWiNnOAvVikKiB7SJ33G5oXyengCIXx91QzJ72siGNj0kTJjw1IUEdGpoo3D0cDmv07LxvKCDKzffETOZUmuqsWJdL0GBbaJ74iKKs424XiXB8FQWLRrDuYPhvHER0dxe1mhrJPEY8HApo/UGRuWooiITtrV2IOZWSZMMkVeJFUqFR6+YDb+WWVHRZND5tVJp9ruxLycic2IGqw4y4xgWEB9t0e0aw62ce8JNDl8+PbqmZLdh1gY2PSRfLs3MzZERP12NXRj6bSMU752+bwpWJhrwU+2JG/WRqwZUQNFz7KRqs8mHBbw2Ae1uGFxHqb3bS9XMgY2fSLbvbkriogoHnaf6MGyglMDG7Vahe+ePwsv7m/Cwb5elGQTneotpmxzGix6LWrbpQls3jhgR7XdhQcVNuxyOAxs+rh8QdEHYEaxFEVEdFJTjxfNDh+W5ts+871rF+VhVpYZjyZh1qbL7UezQ9wdUUCkjDcrW5oGYkEQ8OiWWlw2NwcLc62iX18KDGz6SHlAn9WghTcYlrSxi4goUexq7AYAnD7tsy+UGrUK3zl/Fv685wTqOuN3mm48VNsjWSgxz7CJkmrL99ZjnfjP8S48dP4s0a8tFQY2fSI9NtI1DwOc8E1EBER2RM3KNiHTNPTumpuWTkOe1YDH3q+N88qkVW13wpymQYHNKPq1pdry/bP3a3FWUSZWzZgk+rWlwsAGkVSb0xeUdKQCAJajiIgA7GroGbIMFaXTqLHuvGL8bmcDmh3e+C1MYtV2F+bmpEsyODIS2LhFHUtR2ezAmwda8dB5iZOtARjYAAC8wTDCAqQ7x4YZGyIiAJE3krsau7EsP2PE2315RQEyjTo8/uHROK1MelI0DkcVZ5nR6w/B7vSJds3H3q/FvCnpuGxujmjXjAcGNoiUoQBId46NIRrYhCS5PhFRojjR40Wryz9qYGPQafDtc2bi158cR3uvP06rk5YUW72jxN7yXdfpxsZ9TVh33ixJMkxSYmADwNUXcEh5jg0AOHwBSa5PRJQodvWdOLxk2siBDQDcdeZ0GHRqPPXxMamXJbkeTwAneryijlIYKN9mhE6jEi2weeKjo8iz6nHDkjxRrhdPDGwAuPwSZ2yipSj22BBRitvV0I3TJpuRYdSNett0vRb3nT0Dv9p6DD2exH5jKOWOKCCym2zGJHEaiNtcPrxQXo9vnzMTOk3ihQmJt2IJ9GdsJGoe1qhVMOk0cLDHhohS3O7GnlHLUAN9fdUMCAA2fFIn2ZriodruhEmnwfRM8XdERUUbiCfq6W11MOo0uH1FoQirij8GNhiQsZFouzcQ6bNh8zARpbJI4/DIO6IGsxl1+NpZRXjyo2PoTeC/oVV2J+ZOkWZHVFTkLJuJZWy63H78amsdvr6yCGaJ3uxLjYENTjYPmyXqsQEiO6PYPExEqay+y4P23tEbhwf75uoZ6PUH8Vx5vUQrk56UjcNRxVmmCY9V+Pa/DiBNq8Y3zp4h0qrij4ENIqcOp2nUSNNK93BExiokdo2YiGgidp/ogUoVW+PwQJPT9bjzjOn4xQe18AYS8w1itd0pWeNw1KxsM9p6/ePu53z3UBt+v7MBG65aMOzhiYmAgQ36Th2WqHE4yqLXMGNDRCltV0MPSian9x+BMRb3nzsT7b0B/GFnowQrk5bDG0BDt1eyxuGok1u+x16OcvmC+Mo/KnD1wqn4Qmmu2EuLKwY2iDQPSzUAM8pq0LHHhohSWiwH8w1nWoYRty7Px8/eP4JAgs3d+2eVHQAkL0XNmGSCSjW+s2z+5+2D6PYG8fRVCyRYWXwxsEGkeViqM2yiLHoNRyoQUcoSBCGyI6pgfIENAKw7bxYaerzYuLdJxJVJZ3+TAxc9V46bN+7DNaW5mDHJJOn9GXQaTLMacKR9bBmb7ce78NTWY3j88rnItRokWl38MLAB+uZESVuKYsaGiFJZXacHne7AmHZEDTYjy4T/XjINP9l8GKGweDORxFbf5cEtG/dhyZMfodPtx5a7zsA/vrg0Lif4jnXLty8Ywm0v7sf5s7Jx6/ICCVcWPwxsEClFSXWGTVSkx4aBDRGlpl2N3VCrgMV51gld5zsXzMKh9l68Utks0srE0+X248E3qnHaz97Hx8c68dcbl6D83lU4b1Z23NZQnD22Ld8/2XwEdZ0ePHfNQqhUiTU6YTiJuUldZJFSlNTNw1qWoogoZe1u7MHcHMuE30TOyUnHNQtzsX7zEVxTmquIF2NfMIQN247jx+8dhkoFPHrpHNx91nTotdK+rgylOMuEzYfbY7ptZbMDP9l8BD///FzMzDJLvLL4YWCDSMbGOo4u/bGw8oA+IkphkYP5xt9fM9B3L5iFJU9+jDcPtOLz86aIcs3xCIcF/G1fEx7eVIMWpw/3rZ6BdefNgi2GcRFSKc4yo6HbA38wPOIRJqGwgNte3I+l+Rn4+qrEPbNmKCxFoW+7NzM2RESSEKNxeKDF0zJw2dwcPPZ+rSjXG4/Nh9ux/KmtuGnjXpxbnIVDD52Hn146V9agBohkbMICUNc1cp/NUx8fw74mB164thSaBJvePRoGNugrRUneY6OFOxBSdMMbEZEUjna40e0JYNkEGocHu/OM6fj4WCcauz2iXTMWFU0OXPJ8OS58djumWNKw75ur8fvrF6PAJt0MqLHoP8tmhBOIa9t78b23a/DwBbOxIHdiPU9KxMAGfc3DEmdsoqUuF8tRRJRidjX2QK0CFk2wcXigz5Vkw6LX4uU4NhE/9v4RLH7yI7S6/HjvzjPw1u1lKBXx3ySGTFMaMo26YRuIBUHAHf+oQHGWGd85f1acVxcfDGwQv4wNAE74JqKUs6uhG/OnWmAS8Q2kXqvBFfOn4KWKFtGuORJfMISfbqnFt1fPxM5vrMIFs+O302msZmUPv+X7tzsa8OHRDvx2bamkY4TklJz/qjGKZGziE9iMd4YHEVGi2t3YI2oZKura0lxsq+tEU49X9GsP9s7BNnR7Avj6qhlxOY9mIiJTvj8b2DT1eHH/v6px39kzsaIwU4aVxQcDG0QzNhKXoqKBDTM2RBQDbyCUFINzw2EBu0+ItyNqoM+VTIY5TROXM2027m3CyqJMFGYqo5dmJJFD+k4tRQmCgK++UolJpjT86KLTZFpZfKR8YOMPhhEICZLPiooOfWMpiohi8eCbB3Dl73fJvYwJO9LRC4c3OO4ZUSMx6jT4/Nwp+EeFtIFNry+If1bZccOSaZLej1iiGZvwgM0qL1U04/UqO56/thRmiV/v5JbygY3LHwk04tVjk0wZm6MdvbA7fXIvgygpbT7cjv8c74I/mFgDHwfb3dgDrVolWZPttYty8fGxTrQ4pCtH/avaDl8ojGsTZOp1cZYJvmAYTX2PSUevH/e8+iluW1Gg6N4gsTCw8YUAQPJdUTqNGgatOql6bG766z78z9sH5V4GUdLpdPtRbXfBFwyjotkh93ImZFdDD+ZPtcCok+Zv7MUlOTBqNXilUrom4o37mnDBrGzkWPSS3YeYirP7tnz39dl865/V0KhV+MXl8+RcVtykfGATzaBInbEB+g7pS5KMTTgsYH+TY9RDoIho7D6p6wIAGHVq7KjvlncxE7SrsVuSMlSUKU2Dz8/LwUsSlaO63H5sqmnFDUvyJLm+FHItBhi0atR29OKdg6344+5GPHP1QtkPD4yXlA9soufKSJ2xAZJrrMLRTjfcgRAau6XfjUCUarbVdaJkshlnTs9EeQIHNuGwgD0npNkRNdA1pbn48GgHWiUojb9S2QK1SoWrFkwV/dpSUatVmJllwv4mB77yj0pcU5qLNQm0/oliYOPvK0XFKWOTLIFNZV96vDEO2yyJUs3WY11YNWMSygozsaOhW+7ljNuh9l64fCFJdkQNdOmcHOi1arz6qfjlqI37mnDpnBxkJFi2ozjLjA2fHIfTF8Sv1syXezlxxcCmvxQlfcYmmeZFVTQ7AURKecmwJZVIKXzBEHY2dGNl0SSsKLShptWFbk9i/o7tauiGTqNCaZ5F0vsx67W4dE6O6LujWhxevH+kPaHKUFHFWSaEwgKevGIeploNci8nrhjY+IPQqlVI00j/UCRTKaqy2dE/k6SB5Sgi0expdMAXDGPljEyUFdoARAKERLS7sQcLp1qh10r/xvHaRXn4oLYDbS7xylEv7m+GKU2Dy+bKN0F8vL5QmotvrZ6JLy7Ll3spccfAxhdCul4LlUr6kySTLWNz6dwcAEBjT3yH0BEls211nZhsTsPsbDNyrQbkZxgSts9mV6M0B/MN5bK5OdCpVXhNxHLUxn0ncOX8qaKOgoiXVTMm4fEr5sXltU1pGNj4gnFpHAaSp8fG7Q/hSEcvzp4xCeY0DRuIiUS09VgnVs7I7H9BKiu0JWSfTSgsYE9jD5YVxCewSddrccmcHNFmRx3rcGP78W7csDjxylCpjoGNPxSXxmEgeUpR1XYnBAEozbUiP8PABmIikQiCgE/qurCyaFL/11YU2lBe3w1BEEb4SeU52OqCOxCSfEfUQNeU5mLzkXZ09PonfK2/72/CJJMO/3XaZBFWRvHEwCbOGZtkKEVVNDtg0KoxK9uMfJuRpSgikRxu70Vbrx+rZpwMbMoKM2F3+hKul21XYw/SNGosmCpt4/BAn5+XA61ahderJp612bj3BK4pzU3aCdjJLOX/j8UzY5MspajKZifmT7VAo1ZFMjYJ9geXSKm2HuuEQavG6dNOlm+W5mdArQLK67tkXNnY7WrsRmmuJa6BgdWgw0Ulk/GP/RPbHVXd4kRFs5NlqATFwMYXlHwAZlSkFBWKy31JqaLZgYV978LyMwwJ906SSKm21XVheYHtlGAgXa/F/KmWhGsg3t3Yg2UFtrjf77WluXjvcDu63OMvR23c14Q8qx5nz8wScWUULwxs/MG4nGEDnMzYDJy4mogqm51YmBsZaJefwVIUkVi29TUOD7aiwJZQoxWCoTD2nojfjqiBLp83BWqVCq9X2cf184IgYOPeE7hucR406tTbUZQMUj6wcfpCSE+LVykqEkD1+hM3a2N3+tDW60dpbiRjU2AzoMcbTKrhnkRyaHP5cLCtF6sGNA5HlRXasLuxB8FQYkz6PtDqgicQlnRG1HAyjDp87rTscZejdjX0oLbDjRsWTxN5ZRQvKR/YuHzxy9hYDZEjuRO5zyY6abg/Y2MzAgBOOFiOIpqI6ODLM4uGyNgUZsIdCKHK7or3ssZld2MP9Fo15sexcXiga0pz8e7htnGd2Lxx3wkUZ5nitk2dxMfAJq4Zm8j9JPKE78pmJ3LS0zDFogcQ6bEBgMZulqOIJmJbXSfmTUnHJFPaZ743f0o6TDpNwjQQ72roxqJcK3RxONF9KFfMj5wU/M8xlqNCYQF/39eE6xfnpeTBdsmCgU0ce2ysfYFNIpdtKpsd/dkaAJhk0sGgVbOBmGiCttV1nbLNeyCtRo2l+RkJ02ezK44H8w0l05SGC2dn46Uxzo7aeqwTTQ4fbljCMlQiY2DjC8YvY2PoC2wSOGNT0ezs3xEFACqVCvk2AxuIiSbAGwhhV0PPKQfzDVbWd1Cf0gVCYexvcsT1YL6hXFOai3cOtqFnDOWojXtPYGGuRbYSGomDgU1cz7GJZIYStRQVDIVRbXeidEDGBgAKMow8fZhoAnY19sAfCmPlEP01USsKbaiyOxWf8a22u+ANhmXZETXQmgVTERYEvHEgtnJUIBTGSxXNbBpOAikd2ARCYfiC4biVovRaDdI06oTN2BzpcMMbDGNh7qnvZvJtPKSPaCK2HevEVIseM7NMw96mrDATggDsbuyO38LGYVdDNwxaNeZNSZd1HZNMaTh/Vuy7o9491IYOdwDX81C+hJfSgU1023W8SlFAJGuTqGMVKpsdUKuAeVMGBTY8y4ZoQrYe68TKoswRG1YLbAZMsegVPxBzd2MPlkzLgFamxuGBrl2Ui7cPtsWU5dq4twlnTLdhxgjBJSUG+Z95MnL1ZU7ilbEBEnusQmWzE7OyzTANmq3FQZhE4xcOC/jkeBdWDtM4HKVSqRKiz2ZXY7fsZaioNQumIhgevRzl9ofwWlULy1BJIrUDGxkyNok84XvgKIWB8m0GdLoDcCfwwYNEcjnY5kKnOzBif01UWaGyTyD2B8PY3+SU5WC+oWSb03Becdaou6PePGCH2x/C2kW5cVoZSWlMr+gvvvgiduzYAbfbjeuvvx6rV68+5fvvv/8+Pv74YwSDQVRWVuLVV18VdbFii2Zs4jUrKnpfCVuKanHilqX5n/l6fkbkkL7GHg9OmyxvXZ0o0Ww91gmjTo0l00YPBlYU2PBwz0E09XiR13eGlJJU2Z3wh8KyzIgazjWlubjv9aq+w1iH/lu/cW8Tzi3OwlSr8h5TGruYX9GdTiceffRR7N69G16vF8uXL0dFRQXU6kjSp7u7G//7v//bH8xUVlZKs2IRsRQVO6c3iKMd7s80DgOR2j8ANHZ7GdgQjdG2ui6UFWbGdJjd8r6AYUdDN9ZkTJV4ZWO3q6EbJp0Gc3KU83fgqgVT8dVXKvHWgVasHaIxuMcTwFs1rXj6qgUyrI6kEHMpavv27SgpKYFKpYLRaITZbEZtbW3/99966y2YTCY8+eST+N73vodwePiZJoFAAB6P55QPOfSXouKYsUnUUlSV3QkAn9nqDUTSvWkaNftsiMZhW11nTGUoIDIHaU5OumJPIN7V2IMl06yKGh6ZY9HjnJlZ+Mcw5ajXPm1BWBDwhYXKCxRpfGIObNrb25GefjIKt1gsaG9v7/+8oaEB+/btw7333osHH3wQ11133bABy/r162Eymfo/srLkGQ3v9AWhVgEGbfxajRK1FFXZ7IA5TYMZkz67Y4CH9BGNj93pw5F297AnDg9FyX02uxt7FFWGirp2US7eOtCK3iHeVG7c14SLS3KQOcQoC0pMMb+iZ2dnw+U6OYDN6XQiOzu7//P09HQsWrQIGo0GVqsVmZmZOHLkyJDXevjhh+F2u/s/Ojo6JvBPGL9ozTWeM0EStRRV0ezE/CkWqId5J5afwbNsiMZqW10nVCrgzOmxZWyASJ/NzoYehMKChCsbO18whIpmh2J2RA101YKp8ARD2FTTesrX21w+vHe4HTcs4dk1ySTmwKasrAyHDh0CAHi9XvT29mLmzJlobo6k91avXo36+noAgCAI6OjoQH7+ZxtNAUCn08FoNJ7yIQeXP4T0tPj11wCJW4qqbHagNG/4Y8bzMwxo4CBMojHZdqwLC6ZakGHUxfwzZdNtcPqCONiqrEnflc1OBEKCYnZEDTTVasDqGZPwUmXLKV//x/5m6DVqXDFvikwrIynE3FxitVqxbt06rFu3Dm63Gxs2bEBdXR1uvPFGlJeXY+HChbj88svx/e9/Hx6PBz/4wQ+QmRn7uxA5jNQlL5VELEUJgoDKFieuXjj8Vsj8DCP+bW+L46qIEt+2uk6sGmE+1FAWTrVCr1WjvL4b8xQ002h3Yw/MaRrFbiC4pjQXD71VA08gBKMu8oZ2474mXDF/Csxxfh0gaY3p/+batWuxdu3aU75WXl7e/9/r1q0TZ1Vx4vKF4nqGDZCYGZsmhxed7sCQO6KiCmw8pI9oLNz+EHY39uDrq4rG9HNpWjVOn5aBHQ3duHVFgTSLG4ddjd04fVqGohqHB7p6YS7ufb0Kb9e04qqFuajv8mDrsU68fusyuZdGIkvxA/qCcd3qDZzssREEZdXHR1LZHNkRtXCIHVFR+TYj2nv98AZ4SB9RLHY2dCMYFkac6D2cFYU2xe2M2tXQg2UFyitDReVlGLCyaFL/7qi/72uCzajDRSWTZV4ZiS21AxsZMjYWvRZhAQl1Sm9FswO5Vj2yzcPvGsjvOyzsBLM2RDHZVteJaRkGTM8ce49hWaENFc1OeBTyRsIbCOHTFqciG4cHuqZ0Kv5VbYc3EMLGfSdw9cKp0Gvj++aWpJfagY0MGRtrXy03kcpRlc3OIc+vGSga2LAcRRSbWAZfDmdFgQ2hsIA9jT0SrGzsKpodCIYFLMu3yb2UEX1hYS5cvhB+tbUOe084cAMneSel1A5sfKH4Nw8bIvfnSKTApsU55IyogXLS9dCqVdwZRRSDcFjAf453j6sMBQAzs0zIMukUMRDTHwzjgTcOoCjTiNnZZrmXM6J8mxFnTs/E/7xzEFMsepw3K3v0H6KEk9qBjT8Y9+3elgTL2ARCYVTbnSP21wCAWq3CNE75JopJtd2Jbk8AK2eMb+eoSqXCikIbdjR0i7uwMRIEAV95qQJ7TvTg9VuXD3vOlZJcuygXvmAYaxflKrbRmSYmtQMbXzCuAzCBAaWoBNnyfaitF4GQgNIRdkRFFdiMaGTGhmhU2+q6YE7TYNEobxhGUlaYifLj8jYQP7qlFn/a3Yi//ffpKM0b/78lnq4tzYXNqMOXlilnRxmJK7UDGz9LUaOpaHZAo1Zh7pTRz6bIZ8aGKCZbj3XijOmZ0MYw+HI4KwpsqOvyoNXpE3FlsXtpfxO+u6kGT14xH5cl0AF3+TYjuh65CKcrvNGZxi+lAxunN/6lKINWDY1alTClqMpmJ0omm2PaOcDAhig22+q6Yh58OZwVhTYAkKUctaO+Czdv3IevnjV9zOfwEEktpQObyK6o+GZsVCoVrHotnF5lbNMcTWWzY9T+mqh8HtJHNKqmHi+OdY5t8OVQssxpmJVtivtAzPouD674/S6cU5yFp66cH9dZe0SxSNnAJhQW4AmE456xAfrGKvgCcb/f8ahoHn1HVFR+hhF2pw++YGIEbURy2FbXCbUKOKNw4iNnVhTY4rozyukN4vO/24FsUxr+ftPpEyqlEUklZZ+Vvf5IKSjeGRsgOlZB+S/+PZ4A6rs9o55hExU9y6apR56aP1Ei2FbXhdJca3+/3USUFWZiR0N3XE4yD4bCuP7Pe2B3+vDGbcvHNLiTKJ5SNrBx9QUWcgQ20bEKSvdpS3SUQmwZmwJb5ATVxh7ujCIazrZjnRMuQ0WtKLSh2xPA4fZeUa43km//qxqbj7TjtS8tR9Ekk+T3RzReqRvYRDM2cpWiEmC7d0WzAxa9NuYj36dY9NCoVeyzIRpGry+IvU2OCTcORy3Os0KnUUneZ/PMtjr879Y6/N/1i3GmSGsnkkrqBjYyZmwSZcJ3ZbMTC3MtMTcHatQq5Fn1aOxmYEM0lPL6boTCAlaKlLEx6CJn4UjZZ/N2TSvufb0KP7roNFzHEQSUAFI4sGHGZjQVzY6YG4ej8jOMaGApimhI2+o6UWAz9JdtxVBWaJMsY/NpswNr/7QHNyzOw/cunC3JfRCJLXUDGxmbhy16jeIzNoIg4NOW0YdfDpafYWDGhmgY2+q6ROuviVpRmIl9TQ7RdyPanT58/nc7sSjPihfWlnJbNyWM1A1s+kpRJl38MzZWg07xgU1Dtxc93mDMjcNRBTYjm4eJhhAKC/ikrmvcgy+HU1Zogz8Uxv4mh2jX9ARCWPOHndCoVXj1S8tiOqCTSClSN7DxB5Gu18gytM2i1yi+FFXRHPkjGevhfFE8pI9oaJ+2OOH0BUVrHI6anW1GhkErWp9NOCzg1r/vxwG7C2/etgLZ5jRRrksUL6kb2PhCSE+LfxkKSIzt3pXNThTYDLCN8ayK/AwDWpw+BEJhiVZGlJi2HeuERa8d85uF0ajVfZO+RQpsfvjvQ3i5ohkv37IMc3JGnxFHpDSpG9j0ZWzkEN0VFY9DtcYr0jg89j/A+RlGCALQ7OAhfUQDba3rxJnTM6GRIEss1gnEf9rdiEfeO4xnrl6AC2ZnT3xhRDJI2cDG6QvKmrEJhgV4g8rNalQ2O1GaN7b+GiBSigKAhm722RANtO3YxAdfDqesMBOH23vR6faP+xqvf9qCW/++Hw+cOxN3nDFdxNURxVfKBjYuX0iWHVFAJLABInNXlMgXDOFgm2tcGZtcix5qFdhnQzRAY7cH9d0e0XdERUUnfe8c56Tvt2tasfZPe3D7igL87LK54i2MSAYpHNgEZTnDBoiUogAots+mprUXwbCA0jHuiAIArUaNXKsBjczYEPXbVtcFjVqFsr4ARGxTLHpMzzSOq89my+F2XPWHXbhhSR6euXoht3VTwkvdwMYvf8bGodDAprLZAZ1GhZJxNg7mZ3BnFNFAW491YnGeFWYJ/+aMp89m27FOXP67nbhywVT8du0iWXaJEoktdQMbOTM2Ci9FVTY7MScnHTrN+J4eDGwoFg5vAN2egNzLiIttdZ2S9ddElRVGAptYNyXsrO/GJS/swOdKsvGnGxZL0tRMJIfUDWwUkLFRaimqotkx5hOHB8rnIX0Ug9tfrMD8n3+A+q7kfq44vUHsb3JI1l8TtaLQhvZeP+o6R3889zc5cNHz5VhZlIm/3XT6uN/EEClRyj6bXT75tnub0jRQqxRcimpxjnlG1ED5GQY0cKwCjcAfDGPTwVZ0uAO4+PnyCe3mUbrt9V0ICxD9xOHBlubboFGrUF7fNeLtqlucuPDZ7VgyzYpXeKowJaHUDWz88m33VqlUij2kr9Ptx4ke78QyNhkGNDu8CPKQPhrGJ3WdcPlCeOeOMjh9QVz+u53wBMSddaQU2451oijTiLwMg6T3Y0rTYOFUC3aMsDPqcJsLFzy7HSWTzfjnrcthlGGkDJHUUjew8YVky9gAyp3wXdnsBIAxz4gaqMBmRFgAWpw8pI+GtqmmDbOyTTinOAvv3FGGA3YXbvjznqQMhqUYfDmcFYXDNxAf63Dj/N9sR4HNgLduXyFpIzORnFI3sJExYwMod6xCZbMDNqMO0ybw7jK/72fZQEzDeftgKy6ZkwMAmDfVgn9+eTneOdiGr736qaJP5B6rvSd6sK2uM26BTVmhDXsaez4z0qSx24MLnt2OLHMa3r6jDFbD2EalECWSlAxswmEBvf5QfxOvHKJjFZSmotmJ0lzLhM6yyLUaoFKBZ9nQkE70eFDR7MQlJTn9X1s1YxI23nQ6XiivxyPvHpZxdeL54Eg7znnmPziraBJuOn1aXO5zRYEN3mC4P/MKAC0OLy54djuMOjXe/UoZJpk41JKSW0oGNp5ACIIAlqKGUNnimFDjMACkadWYkq5nxoaG9HZNG/RaNc4pzjrl62sWTMWGqxbiB/8+hOe3H5dpdeJ4/dMWXPzCDnzutGy8edvyuJV95k6xIF2v6T+or73XjwufLUdYEPDenWdgcro+LusgklNKBjbRTAlLUacKh4W+GVETnz7MnVE0nLcPtuHc4iyYhjhH6q6zpuN/LpyNu16uxD+rWmRY3cT9fkcDrv6/XbhlWT7+fvPSuO460qhVWJZvQ3l9F7rcfvzXs9vR6w9iy11nItcqbfMykVKkZGDj8kd2X8h1jg2gzFJUXZcbvf7QuGZEDZZvM/AsG/qMYCiMdw+14eKSycPe5v9ddBpuXV6A6/60B5/UdcZxdRP3iw9q8eUX9+Oh82fhN19YKMuhd2WFNnx8rBMXP78Dbb1+bLnrTBTYjHFfB5FcUjOwiWZsWIo6RbQuv2CCpSggsjOKpSgabHt9N3q8wf7G4aGoVCr85gsLceHsbFz+u52oaXXFcYXjIwgCHnrzAB544wAev3we1l8yR7aZSysKbajtcON4twdb7joDM7JMsqyDSC6pGdhEMzYsRZ2iotmBGZNMsBgm/rjkZxjQyFIUDbKpphVFmUacNtk84u20GjX+fvNSnDbZjIueK0eTgoPkYCiMO/5RgV98eBT/d/1ifOucmbKu57ziLFy9cCre+0oZTps8vnlvRIksNQMbBWRsIqUoZR1IVtnsnND5NQPlZxjR5PAiFE6erbs0cZtqItu8Y8lmmNI0+NeXV8CoU+PiF8oVOVfKGwhh7Z/24C97TuDVW5bhi8vy5V4SMk1pePmWZVgwgUM2iRJZSgc2ZpkzNg6vsv5QT3RG1ED5GQYEwwLsPKSP+rQ4vNh7wjFiGWqw7L5zV9p7/bjqD7vgCyrnzYDTG8Rlv92BzUfa8c4dZbh8/hS5l0RESNXAxh+CUaeWdZqt0jI2nkAIh9t7J7zVOyrfFj2kjw3EFPHOwTakadQ4b1bW6DceoGiSCZtuL8OeEz24+a/7EFZAFrDN5cP5v/kPPm1x4sO7z8Tq4rH9m4hIOqkZ2PjkPXUYiGRs/KGwYt6BHrC7EBYmNkphoGk8fZgGeftgG86eOWlcuxEX5Vnx2peW4fUqO+77Z5WspxPXd3lw9oZP0N7rx7Z7VmLxtAzZ1kJEn5WagY0/JOtWbwD9px4rJWtT0eyAXqvG7OyRmzpjpddqkJOexgZiAgCEwgL+Pco279GcNysbf7phMZ7eVofH3q8VcXWxO2B3YuXT26DTqLHtnpWYJdLvCxGJJyWnoLl8QVkbhwHAGg1svEFkm+U/4ryy2Yl5U9Kh1YgX6+ZnGFmKIgDAzoZudLoDY+qvGcraxXlodnpx3+vVWFZgwwWzs0Va4eh21Hfh0hd2oCQnHW98eTkyOZqASJFSN2Mjdymqb0u1QyFbvitbxGscjooc0seMDUV2QxXYDJg3ZeLbj+9dNQNXzp+Cr7xUgd44/f5sP96F83+zHSsKbfj3HWUMaogULDUDG19Q1gGYAGDpyxgp5SybimanaI3DURyrQFGbalpxcUls27xHo1KpsOHqBWjv9eP77xwSYXUjc3qDuPEve7FqxiS89qX4zX0iovFJzcDGH1JAKUoHIPJHU26tTh/sTh8Wip2xyTBywjehzeXDrsYeXDJn/P01g03LMOIXn5+LX358FOXHu0S77lC++c8qOLwB/OG6RUjTpuSfTKKEkpK/pU6v/LuizH0DAJVQiqpsiYxSKBVpR1RUgc2AEw6vIrbnknz+fagNGpVK9H6Y28sKcc7MLNz+jwr4g2FRrx31+qct+O2OBjx3bSmmcogkUUJIycDG5Ze/eVitViFdr1FEKaqy2YFscxqmWPSiXjc/w4BASEBbr1/U61JiebumDSuLMmE16ES9rkqlwnPXluJIey8e3XJE1GsDkUzmHf+owC3L8nH1wlzRr09E0kjNwMYnf/MwENkZpYjApsWJ0lyL6EP78vsmCnNnVOoKhwW8c7BtwruhhjMr24xHLi7BjzcfRlVf5lEMgiDgjpcqYErT4Kkr54t2XSKSXmoGNgrI2ADKmfBd0eQQvb8GGHBIHxuIU9buxh609fpxsUSBDQDcd/YMLMq14rYX94s2m+x3Oxrwr2o7/u/6xcgwiptpIiJppWZg4wvKfkAfoIwJ36GwgCq7+DuiAMCo0yDLpEMDG4hT1tsHW5Fr1YvevzWQVqPGb9cuwu7GHvxq67EJX+9oRy/u+2cVvr16Js7hqASihJOagY0/hPQ0+TM2kXlR8gY2Rzt64QmERRulMFi+zcizbFLYppo20bZ5j6Q0z4qHzp+FhzcdxLEO97ivEwoL+OLGfSjKNOGRi0tEXCERxUvKBTaCICgqYyN3Kara7gIAzJsiTWBTkMFD+lJVp9uP8vouUbd5j+R7F85CYaYRX3mpYtyzpH7xQS12NHTjzzcugUEn/5sfIhq7lAtsvMEwwgKU0TysgIxNtd2FQptRskAv38azbFLVu4faAQAXxmnsgV6rwW/XlmLzkXb8YWfjmH9+34ke/M87B/Hji0uwKE/8njMiio+UC2xcfYEEm4cjqu1OUY65H04+MzYpa1NNK86cnhnX8QNnFU3C11cW4Vv/qkazI/bnnTcQwk1/3YczCjPx7XOKJVwhEUktBQObyDRtJWRslNA8fKDVJVkZCjgZ2Iy3NECJKRwW8LaE27xHsv6SOcgwaPH1Vz+N+We+9/ZBHO924/+uXwyNWtp+ICKSVuoFNv5IIBEdQiknuUtR4bCAA3YX5kqZsbEZ4QuG0c5D+lLK/mYH7E4fLo5Tf81A6Xotnr1mIV6ubMHLFc2j3v6DI+144qOjeOrK+ZiRZYrDColISqkX2PRnbFiKqu/2wB0ISV6KAsByVIp5u6YNOelpWJKXIcv9X1SSg1uW5eOeVz9Fl3v4oLrHE8Atf9uPK+ZNwa3LC+K4QiKSSsoFNs7+Hhv5MzZyl6IO9O2ImpsTh8CGh/SllE01rbioZDLUMpZ1nrhiHsKCgPvfODDsbe59rQreYAjPXVMq+ZZ0IoqPlAtsoqUoswIyNlaDFt5gGIGQNAP8RlNtdyLXqpe0udOs1yLTqONYhTFK5J6kbk8AnxzvkqW/ZqBJpjQ8fdUC/G5HA9471PaZ779c0Yw/7m7E89eWIkfkOWlEJJ/UC2x8Iei1aug08v/TLX1ZI7myNtWtLkmzNVH5Nu6MGotNB1px2s/eh93pk3sp47L5cDvCgoDPnRb//prBrinNxZoFU3DHPyrQO+D3rNnhxZ0vVeC2FQW4Yv5UGVdIRGKT/9U9zly+oCL6a4ABgY1MfTaRrd7S7YiKys8wsBQVo15fEHe9XIkj7W5RxgPIYVNNK1YU2JBljt827+GoVCpsuGohujwBfO/tgwAi2bDbXtwPq0GHJ6/ggEuiZDOmwObFF1/E/fffj69+9av46KOPhrzN9u3bodPp0NLSIsoCxRYZgCl/fw0Qme4NyJOxEYTIjigpG4ej8jOMnBcVox+9exjd3gDuOnM6NnxyvP/cpUQhCPJt8x5OXoYBv7h8Hp7aegzbj3fhue31eOdgG/50w2JF7I4kInHF/FvtdDrx6KOPYvfu3fB6vVi+fDkqKiqgVp+MjXp7e/HnP/8Z06ZNk2SxYnD5Qoo4wwY4ueXcIcOLV7PDhx5vMG4Zmw9qOyS/n0T3abMDT3x0FE9eMQ83LJmGP+5qxAvl9bhv9Uy5lxazT1ucONHjxcUl8pehBrptRQH+uucEvrhxH070ePHgecVYOWOS3MsiIgnEnLHZvn07SkpKoFKpYDQaYTabUVtbe8ptfvzjH+M73/nOqNcKBALweDynfMRLJGOjsFKUDIFNtd0JQNodUVEFNiMaezwJ3RArtXBYwN2vfIpFeVbcfVYRssxpuK2sAE98dFS25vLxeLumDVkmHZYV2OReyilUKhWev7YUjT0ezJ5sxv/7HAdcEiWrmAOb9vZ2pKeffBG0WCxob2/v//zNN99EaWlpTNma9evXw2Qy9X9kZWWNcdnj5/KFFFOKkrPHptruQpZJh8np0vdB5NsM8ATC6PIEJL+vRPWHXQ34pK4Tz16zsP/k22+tnokmhw8v7m+SeXWxi27zVuLpvcXZZnz8tbOw6fYVSNOmXHshUcqI+bc7OzsbLper/3On04ns7JPD7bZs2YLjx4/j0UcfRU9PD55++mlUVFQMea2HH34Ybre7/6OjI35lCpdfOc3DGrUKJp1GllJUdJRCPM7u4Fk2I2vv9eOBNw7gayuLsDTf1v/1okkmXFuai8fer02IbJfTG8TWuk5crKD+msGW5tuQazXIvQwiklDMgU1ZWRkOHToEAPB6vejt7cXMmTPR3Bw5svzxxx/HQw89hIceeggZGRm45557UFpaOuS1dDodjEbjKR/xoqSMDSDfWAWph18OlJ8R+f/LBuKhPfjGAei1ajxy0WfLIw+cW4yKZif+PcQ5LEqz5Ug7AiEBFylgmzcRpa6YAxur1Yp169Zh3bp1eOCBB7BhwwbU1dVhzZo1p9zuscceQ09PD375y1/CbreLvd4JU9J2b0C+sQrVEs+IGshi0MJq0PIsmyF8fLQDv9/ZgF9eMR8ZRt1nvn96fgYunJ2Nx96vHeKnlWVTTSuW5mfwsDsiktWYUhdr167F2rVrT/laeXn5KZ8/+OCDePDBBye+Mom4/MH+3hYlkGOsQpvLh/Zef1x2REUVZBgZ2AziD4Zx98uf4nOnTca1i3KHvd2D5xXjc8+VY1dDt+KacqOi27xvXpov91KIKMWlXAedMktRobjeZ3RGVLxKUUDf6cMsRZ3iyY+O4khHLzZcvWDEXqcLZ2djcZ4VP/9AuVmbmlYXjnd5FLfNm4hST8oFNk5FlqLiu1uo2u6C1aBFXhybKPMzOFZhoLpON/7fu4fw8AWzMCvbPOJtVSoVHjyvGC9VNONoR2+cVjg2m2raYDPqUFZok3spRJTiUi6wcfmVlbGx6DVxz9hUtzoxNyc9rtOMGdicJAgC7nn1UxTYjHjwvOKYfuba0lwU2Ix44sOjEq9ufN4+2IrPnZYNrQJmsBFRakupv0KCIESahxVyQB8AWA26uPfYVNtdce2vAYB8W2SsQiJsW5baa5+24M0Drfj11Quh18b2XNRq1PjW6pn43c4GtLmUNRyz1xfEh7WduLhEudu8iSh1pFRg4w+FEQwLihmpAEQyNvHeFXUgjlu9o/IzDOj1h9Aj08BPpXD5grj3tSrcdPo0nD87e/QfGOC2FQUw6jTYsK1OmsWN0we1HfCHwrh4DvtriEh+KRXYuPpKPsoqRcV3V1S3J4Amhy/ugU2BLXKWTao3EP/w34fg8ofwi8vnjflnzXotvnZWEZ7eVge3P77ly5FsqmnFojwrD74jIkVIscAmEkAoqXk43gf0RXdEzc2JcykqevpwCvfZ7G9y4JcfH8NPL5mDKeM86+WelUXo9Yfw+50NIq9ufFy+IN6qacMlzNYQkUKkVmDjV2bGJp6lqGq7E0adGtMz43faMxAJ4NL1mpQNbMJhAXe9XIFl+Rn4yhmF475OjkWPW5cX4PEPjyIo43DMFocX332rBgU/3gy704cbFo8+I46IKB6U8wofB0rM2Fj0WrgDIYTCQlwGBx5odWFujgXqOA8pVKlUyM8wpmwp6oUd9dhR343d95094cf+W+fMxG+2H8fLlS24bnGeSCuMTU2rC7/4oBZ/2n0CGQYtvnn2DHx1ZRGyzdIPUyUiikVqBTYKzNhYDX0Tvn1B2IY4Ul9s1XZn3EYpDJafYUBDCmZsWp0+rHuzBt84ewYWT8uY8PVmZZvxhYWR4ZhrF+VKvm1fEARsPdaJn39wFP+qtmNWtglPXTkftyzPh1GnnDcJRERAqpWiohkbBW33jo53iFefTWSrt3yBTSpO+H7gjQMwp2nw/z732SGX4/XgucXYc6IHW450iHbNwUJhAS9XNOPMX23D6mf+g7ZeH16+ZSlqHjwPd501nUENESmSclIXceDyB6HTqGI+OyQerNHAJg59Nr2+II53eeJ+hk1Ugc2IHQ3dsty3XN4/0o4/7m7Ey7cshcUg3q/b8kIbzi3OwmPv1+KCMW4bH40nEMIfdjbgiY+O4ki7G1fMn4KPv3YWVhZlxvVQRyKi8UitwMYXUtQZNsDJjI0jDhmbmrb4z4gaKN+WWqcP+4Ih3P1yJS6dk4OrFkwV/foPnluMS3+7A/ubHFiUZ53w9dp7/diwrQ5Pb6uDwxvEF5dNw7++vAJzcuR5vhARjYeyXuUl5lTYqcMA+t/Fx6MUVW13IU2jxsxJJsnvayj5GQY4vEE4vAFYDdL3E8kpFBbwnbdqcLzLg023l0mS6bh4zmQsmGrBzz+oxZ9vXDLu6/R4AvjJ5iP41bZjMGg1uPus6fj6yiJM5bk0RJSAUiqwcfmCis3YxCewceK0yWbZ5vnkZ0S2mJ/o8SZ1YHOsw41b/rYP/znehd98YSFmZEkTSEaHY9769/1Yf3EJpo8xYA2Gwni+vB7ff+cQQmEBj1xUgjvPnK6o5noiorFKreZhf0hxGRudRg2DVh2Xs2wOyNg4DERKUQDQkKQNxIIg4Hc76lH6xIfocPux4xurcFvZ+M+sicX1i/OQa9HjyY+Pjenn3q5pxaInPuof73DkO+fh2+cWM6ghooSXWoGNAjM2QPzGKsgx/HKgTKMORp0ajT3Jd5ZNq9OHq/6wC7f/owJfKZuO3fedjSUibO0ejU6jxjdXz8Tz2+vR6faPevuqFicueb4cl7ywA7Ozzah64Bw8eeV8TDLxHBoiSg6pFdj4Q4p8RxqPsQreQAi1Hb2YK2MjqEqlQoHNmHRbvl//tAULfvEh9p5wYMudZ+DxK+bBEMet0HeUFUKnUeHXnxwf9jatTh/ufrkSpY9/iBanD5vvPAOv3bocp01mYzARJRflvcpLyKXA5mEgPmMVDrX1IizItyMqKj8jeXZGObwB3Pd6NX6/swG3LMvHU1fOR0YcDlkczGLQ4qtnFeF/tx7Dt86Zecr5Mr5gCE99fAzrNx+BSafB89eW4pZlBXE55ZqISA6pFdj4Q8hJH9/wQSnFoxR1oNUFjVqF2ZPNkt7PaPIzjElRivqotgO3/G0fnL4gXr5lKa5emCvreu5dVYTHPzyKP+5qxJ1nTocgCHipohnr3qxBs8OLB84txoPnsYeGiJJfSv2VU2rGJh6lqGq7E7OyTLIfTphvM2BvU4+sa5gIXzCE7206iMc/OopL5+TghWtLFbEteqrVgFuW5eMXH9ZiUZ4V9/+rGtvqunDT6dPwk0vnoMAW36GnRERySbHARnkH9AHxKUVV212yzYgaKD/DkLC7ovY3OXDzxr042uHGs19YiNvLChV1Eu+3z5mJF3bU48xfbcPKokyU37sSKwoz5V4WEVFcKe9VXkIuvzIzNha9Fq0un6T3UW13Yo0Ep9+OVX6GEd2eQF/2LDGefqGwgF98UIv/eecglhfYsP9bq1GcLW9JbyglOenYcNUCTDan4Qul0g/HJCJSosR4ZRGJUrd7Ww3SZmwCoTAOt/fK3jgMAAV9Z9mc6PGiJAGO6q/v8uC//7oX5fVd+NFFJXjg3GJFN97efVaR3EsgIpKV8l7lJeTyh0QdRCgWqZuHazvcCIQEWc+wicrv6/VoTIDA5o1qO2752z7kpOux495VWByHc2mIiGhilPcqL5FAKAxfMIz0NOWVoqRuHq62O6FSASUKOLMky6SDXqtGY7dyd0YFQmE8vKkGP//gKG5eOg3PXL0wYcpmRESpLmX+Wrv6AgclvkBZ9FpJp3tX210oyjTBpICgTqVSRRqIFXqWTUO3B9f/eQ/2NPbgt2tLcevyAvaqEBElEOW9ykvE5Q8BgCJ7bCx6LVy+EMJhAWoJ+jcO2J2K6K+Jys8wKDJj89YBO27e2Fd6+sYqLMy1yr0kIiIao5QZqXAyYyN/1mIwa18Wqbcv+BJbtczDLwcrsBkVdfpwIBTGQ28ewGW/3YlL5+RgJ4MaIqKElUKBjYIzNn0NzQ5fQPRrh8ICalpdmJsjf+NwVL5NOWMVGrs9OO/X/8FTHx/DC9eW4o83LFZkuZKIiGKTMn/BXX7lZmwsfS+kTp/4GZu6Tje8wbCiMjb5GUbUd3nQ6wvCLGMQselAK27euBfZ5jSWnoiIkkTqZWwU+G48WopySnCWzYFWFwAo4tThqJVFmXAHQpj2yHv45utVONzmiuv9B0NhfOetA7j0tztwUclk7PzG2QxqiIiShPJe5SXi8gehVgEGrfJiuZOlKPEDm2q7E/kZBlgN8Z86PZzF0zLQ8L0L8NsdDfj1J8fxy4+P4aKSyfjaWUW4dG6OpAfgNXZ7cMNf9mJXQzeev7YUt63griciomSSOoFN3xH+SnwRs/SVx6Q4y0YpM6IGm5yux0Pnz8ID5xbjjWo7NnxShyt+vxNFmUbcfdZ03LaiEFnmNFHv8+2aVty8cR8mmXQov3cVSvOYpSEiSjapE9j4Q4o8nA8A9FoN0jRqSQKbA3YXzixS7iBEjVqFKxdMxZULpuJgqwvPfFKH9ZuP4PvvHML1i/Nwz8oiLCuwjfm6PZ4AquxOfNoS+ahsduKD2g7csCQPz36hVJEnUBMR0cSlzF93pQ9dtOg1os+LEgQB1a1O3FZWIOp1pVKSk46n1izA+kvm4M+7T2DDJ3VY/tRWrCiw4Wsri7B2US4MulODU08ghAN2V18A4+gPZKITxM1pGsyfYsGCXAvuPKMQ1y3OU2TWjoiIxKHcV3qRuXwhRW71jpJiXlRjjxcuXwhzFT6TabB0vRZ3nTUdd55ZiI+PduLpbXX48ov78e1/VePLywtg0Kn7A5gj7b0IC4BOo8LcnHQsmGrB3WcWYcFUCxZMtWB6plGSQw+JiEiZlPtKLzKXP9jfy6JEUkz4rrY7AUARwy/HQ6VSYXVxFlYXZ6Gpx4vnth/H73Y2wKjTYMFUC65fnNcfwMzKNkOnUV5jOBERxVfKBDZOxZeixM/YHLC7kJOeJnoTrhzyMgz44UUl+OFFJXIvhYiIFCxl3uK6fCFFBzZSTPiOjFJIzGwNERHReKROYOMPKnZXFNA34VuCUlSi9dcQERFNROoENgrP2IhdihIEQXHDL4mIiKSWOoGNwjM2YpeiWl1+dHkCLEUREVFKSZ3AJgEyNmKWok7uiGLGhoiIUkcKBTbKztiIXYqqtrtgM+owxaIX7ZpERERKlzqBjV/Z273FLkVV252YNyWdp+wSEVFKSYnAJhQW4AmEEyJjIwiCKNc7wMZhIiJKQSkR2PT6I5kQJWdsLHotwgLg9odEuV51K8+wISKi1JMSgY3LFwkWlBzYWPvW5hChHNXR64fd6eMZNkRElHJSI7Dpy9hYFBzYWAyRtYnRZ3Og1QUgcWdEERERjVdqBDbRjI3Ce2wAkQIbuxPpeg0KbIYJX4uIiCiRpERgEw0WEqIUJcJZNtV2F+bmcEcUERGlnpQIbFzRwEbJGRsRS1GRwIZlKCIiSj2pEdj4Q1CpAKNOuYGNQauGVq0SKbBxcqs3ERGlpNQIbHxBmNM0UKuVW5pRqVSijFVweANo7PGycZiIiFJSagQ2/iDS05TbXxMlxliFmv4dUczYEBFR6kmNwMYXQrpeuWWoqMhYhYkd0Fdtd0GvVaNokkmkVRERESWO1AhsEihj4/AGJnSNarsTc3LSoVFw2Y2IiEgqqRHY+EKK3uodFSlFTSxjwxlRRESUylIksAkqeqt3lBgTvjkjioiIUllqBDb+xMnYTGRXlCcQwrFON2dEERFRyhrTq/2LL76IHTt2wO124/rrr8fq1av7v7djxw4888wzmD9/Pvbt24d7770XZWVloi94PFy+IKZa9HIvY1QWvWZCGZuDrS4IAndEERFR6oo5sHE6nXj00Uexe/dueL1eLF++HBUVFVCrI0mf1tZW3H///ViwYAF27tyJ+++/Hx9++KFkCx8Llz/Uf7KvklkNugllbKrtLmjVKszKNou4KiIiosQR86v99u3bUVJSApVKBaPRCLPZjNraWsyePRsA8PnPf77/tuFwGOnpw2cNAoEAgsGTL+Aej2c8a4+Z05cou6ImlrGptjsxO9sMnSYlKoxERESfEfMrYHt7+ynBisViQXt7+5C3ffbZZ/HII48Me63169fDZDL1f2RlZY1hyWPn8gUT4hybiR7QV80dUURElOJiDmyys7Phcrn6P3c6ncjOzv7M7X7+85/j8ssvx+mnnz7stR5++GG43e7+j46OjjEue2xc/lBCZGysBi0cviAEQRjXzx/gjigiIkpxMQc2ZWVlOHToEADA6/Wit7cXM2fORHNzc/9tnnrqKUyfPh1XXXUVXnvttWGvpdPpYDQaT/mQUiJlbEJhAd5geMw/6w+Gcbi9lxkbIiJKaTGnMaxWK9atW4d169bB7XZjw4YNqKurw4033ojy8nK89tpreOSRR7BgwQI888wzaG1txZo1ayRcemzCYQG9iZKx6duS7vQGxzyJ/HB7L0JhAXOZsSEiohQ2plf7tWvXYu3atad8rby8HACwZs0aRQQyg7kDkZN8EyJj07dzy+ELImeM29Or7U6oVcBpk7kjioiIUpfy0xgT5Oprxk2EjI0lmrGJsYHYGwjh0xYn9p7owV/2nMDMLNOYMz1ERETJRPmv9hPk8kczNsr/pw4sRQ3m8Aaw74QDe5t6sPeEA3tO9OCA3YVgWIBJp8GiPCvWnTcr3ksmIiJSFOW/2k9Qrz+BSlF9gc3RTjc8wVAkgGnswd6mHhxpdwMAMo06LJlmxUWnTcZD583CkmlWnDaZ07yJiIiAFAhs5k1Jx/+umY9ZWcrvPTGlaaDTqHDr3/cDAKZlGLAkz4obFk/DkmlWnD4tA4WZRqhUDGKIiIiGohLGe2iKiDweD0wmE9xut+Rbv5Xu7ZpWqFTAkryMMTcQExERpToGNkRERJQ0OFSIiIiIkgYDGyIiIkoaDGyIiIgoaTCwISIioqTBwIaIiIiSBgMbIiIiShoMbIiIiChpMLAhIiKipMHAhoiIiJIGAxsiIiJKGgxsiIiIKGkwsCEiIqKkoZV7AQAQncPp8XhkXgkREREpmcFggEqlGvb7ighsvF4vACArK0vmlRAREZGSud1uGI3GYb+vEqLpEhmFw2F0d3ePGoWNh8fjQVZWFjo6OkZ8IFIZH6OR8fEZGR+fkfHxGRkfn5Hx8fmshMjYqNVqTJo0SdL7MBqNfFKMgo/RyPj4jIyPz8j4+IyMj8/I+PjEjs3DRERElDQY2BAREVHSSPrARqvV4gc/+AG0WkVU3RSJj9HI+PiMjI/PyPj4jIyPz8j4+IydIpqHiYiIiMSQ9BkbIiIiSh0MbIiIiChpMLAhIiKipJH03UgvvvgiduzYAbfbjeuvvx6rV6+We0mKcsYZZ8BgMAAAVq1ahR//+Mcyr0h+1dXV+OpXv4qLL74YDz30EADgqaeeQkdHB5qbm/HNb34T8+bNk3mV8hnq8SkqKkJRUREA4JprrsE999wj4wrlU1tbix/84AdYvHgxqqqqcM011+Cyyy7j82eA4R4jPociurq68KUvfQkrV65EVVUVLrzwQtx88818Do2FkMQcDoewZMkSIRwOC263W5g/f74QCoXkXpai/OAHP5B7CYrzt7/9Tfje974n/PSnPxUEQRCOHDki/Nd//ZcgCIJQV1cnnHPOOTKuTn6DHx9B4PMoaufOncK7774rCIIgtLa2CoWFhXz+DDLUYyQIfA5FtbW1CX/9618FQRCE7u5uYcqUKXwOjVFSZ2y2b9+OkpISqFQqGI1GmM1m1NbWYvbs2XIvTTEqKirw2GOPwel04qabbkJJSYncS5LdddddhwMHDvR/vmXLFixduhQAMH36dNTU1MDv9yMtLU2uJcpq8OMDAB9//DF+/vOfw+Vy4c4770ReXp5Mq5PXsmXL+v87HA4jPT2dz59BhnqMAD6HorKzs3HDDTcAAI4dO4Y5c+bwOTRGSR3YtLe39//SAIDFYkF7ezsDmwHWrVuHsrIydHZ2YtWqVdi7dy/0er3cy1KUwc+j9PR0dHR0IDc3V8ZVKctPfvITlJWV4dChQ7jqqqtQXl4u95Jk96tf/QqPPfYYKioq+PwZRvQxAvgcGuzXv/41/vKXv+CJJ57A5s2b+Rwag6RuHs7OzobL5er/3Ol0Ijs7W8YVKU9ZWRkAYNKkSbBarTh8+LDMK1Kewc8jl8vFSfSDRJ9Hp512Go4fP37K45WK/vKXvyA3NxeXXXYZnz/DGPgYAXwODXb33Xdj06ZNuOmmm6BWq/kcGoOkDmyi0T8AeL1e9Pb2ori4WOZVKUdNTQ3+8Ic/AABCoRDsdnvKpn9Hcv7552Pv3r0AgPr6esyZM4cp4AE2b96Md999FwDgcDig0WhgNptlXpV8/v73v6O9vR1f+9rX8M477+Css87i82eQwY/Rm2++yedQn927d6OiogJApMqg1+uxZs0aPofGIKlLUVarFevWrcO6devgdruxYcMGqNVJHcuNicViwSuvvIK2tjYcP34cP/zhDyWfsp4IXn75ZXz00UfQ6XSYO3currzySlxyySX40Y9+hBMnTuCZZ56Re4myGvz4TJ8+HT/60Y9QUVGBmpoavPDCC1CpVHIvUxa7du3CnXfeicWLF+PVV19FfX099uzZw+fPAEM9Rq+88gqfQ300Gg1++tOfYvny5Thx4gTWrFmDkpISPofGgCMViIiIKGkwfUFERERJg4ENERERJQ0GNkRERJQ0GNgQERFR0mBgQ0REREmDgQ0RERElDQY2RERElDQY2BAREVHSYGBDRERESYOBDRERESWN/w+WGBoQuhzwDgAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.plot(crit)" - ] } ], "metadata": { From 08680abf95df8830130ab5b4bbb1da9e004594c9 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Wed, 23 Oct 2024 16:24:23 -0400 Subject: [PATCH 08/23] updating R_eff compute function to take n_wells as kwargs --- critical_gradient_jax.ipynb | 109 ++++++++++++++++++++++++++++-------- desc/compute/_turbulence.py | 8 +++ 2 files changed, 94 insertions(+), 23 deletions(-) diff --git a/critical_gradient_jax.ipynb b/critical_gradient_jax.ipynb index 16c94b44ff..b1e13faafd 100644 --- a/critical_gradient_jax.ipynb +++ b/critical_gradient_jax.ipynb @@ -16,7 +16,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -30,8 +30,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "DESC version 0.12.2+414.g006934812.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", - "Using device: CPU, with 23.52 GB available memory\n" + "DESC version 0.12.2+415.g7a626261f.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", + "Using device: CPU, with 21.90 GB available memory\n" ] } ], @@ -55,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -105,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -589,7 +589,7 @@ }, { "cell_type": "code", - "execution_count": 397, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -604,7 +604,7 @@ " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", " jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", " coordinates=\"raz\",\n", - " iota = iota,\n", + " # iota = iota,\n", " period=(jnp.inf,2*jnp.pi,jnp.inf),\n", " )\n", " return good_grid" @@ -612,7 +612,7 @@ }, { "cell_type": "code", - "execution_count": 389, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -639,16 +639,6 @@ " return n_well_real" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_n_wells(eq,n_turns_max):\n", - " grid = get_field_line_grid(eq,n_turns_max)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -841,7 +831,7 @@ }, { "cell_type": "code", - "execution_count": 394, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -854,7 +844,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -869,8 +859,8 @@ " rho=0.5\n", ")\n", "iota = np.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", - "grid = get_field_line_grid(eq,iota,n_pol=5)\n", - "Kd = get_value(eq,\"K_d\",grid)\n", + "grid = get_grid_for_testing(eq,iota,n_pol=2)\n", + "Kd = get_value(eq,\"Kd\",grid)\n", "print(f\"Iota is {iota}\")\n", "print(f\"NFP is {eq.NFP}\")\n", "plt.figure()\n", @@ -879,7 +869,7 @@ }, { "cell_type": "code", - "execution_count": 395, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -895,6 +885,79 @@ "print(n)" ] }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [], + "source": [ + "def find_well_relation(eq,n_pols=30):\n", + " iota_grid = LinearGrid(\n", + " rho=0.5\n", + " )\n", + " iota = np.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + " ns = np.zeros(n_pols)\n", + " for i in range(1,n_pols+1):\n", + " grid = get_grid_for_testing(eq,iota,n_pol=i)\n", + " Kd = get_value(eq,\"Kd\",grid)\n", + " n = find_n_wells(Kd)\n", + " ns[i-1] = n\n", + " return ns\n", + "\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [], + "source": [ + "eq = get(\"HSX\")" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [], + "source": [ + "n_pols = 30\n", + "ns = find_well_relation(eq,n_pols=n_pols)" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Slope is : 4.0606060606060606\n", + "NFP is : 4\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure()\n", + "plt.plot(np.linspace(1,n_pols,n_pols),ns)\n", + "slope = (ns[-1]-ns[1])/(len(ns)+3)\n", + "print(f\"Slope is : {slope}\")\n", + "print(f\"NFP is : {eq.NFP}\")" + ] + }, { "cell_type": "code", "execution_count": null, diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index d2b9de885a..feb8dd982d 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -12,6 +12,13 @@ from ..backend import jnp from ..integrals.critical_gradient import extract_Kd_wells, fit_Kd_wells +_doc = { + "n_wells": ( + "int : Number of wells to detect for each pitch and field line. " + "Default is 10 wells," + ), +} + @register_compute_fun( name="Kd", @@ -49,6 +56,7 @@ def _Kd(params, transforms, profiles, data, **kwargs): profiles=[], coordinates="rtz", data=["Kd"], + **_doc, ) def _R_eff(params, transforms, profiles, data, **kwargs): From df9260e6e1a6be4fe49ff3c7d533746c5078703b Mon Sep 17 00:00:00 2001 From: kfrybes Date: Thu, 24 Oct 2024 10:01:59 -0400 Subject: [PATCH 09/23] Remove flake8 errors, code formatting --- Critical_gradient2.ipynb | 411 ++++++++++--------- Critical_gradient_optimization.ipynb | 88 ++-- critical_gradient_jax.ipynb | 364 +++++++++-------- desc/compute/_turbulence.py | 35 +- desc/integrals/critical_gradient.py | 101 +++-- desc/objectives/_turbulence.py | 584 +++++++-------------------- zonal_flow.ipynb | 86 ++-- 7 files changed, 753 insertions(+), 916 deletions(-) diff --git a/Critical_gradient2.ipynb b/Critical_gradient2.ipynb index cf4ea6599f..aa76ee4c78 100644 --- a/Critical_gradient2.ipynb +++ b/Critical_gradient2.ipynb @@ -25,6 +25,7 @@ "import desc.io\n", "from desc.equilibrium.coords import get_rtz_grid\n", "from desc.grid import LinearGrid\n", + "\n", "# from desc.compute.utils import dot\n", "from desc.examples import get" ] @@ -52,15 +53,17 @@ "outputs": [], "source": [ "# Function to get value of a parameter directly\n", - "def get_value(eq,name,grid):\n", - " return eq.compute(name,grid=grid)[name]\n", + "def get_value(eq, name, grid):\n", + " return eq.compute(name, grid=grid)[name]\n", + "\n", "\n", - "def get_arc_length (diff_l,grid):\n", + "def get_arc_length(diff_l, grid):\n", " # Integrate differential length along field line with respect to zeta\n", - " return cumulative_trapezoid(diff_l,x=grid.source_grid.nodes[:,2],initial=0)\n", + " return cumulative_trapezoid(diff_l, x=grid.source_grid.nodes[:, 2], initial=0)\n", + "\n", "\n", "# Function to get the straight field line coordinate system\n", - "def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + "def get_field_line_grid(eq, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", " # Get initial grid to get iota value\n", " initial_grid = get_rtz_grid(\n", " eq,\n", @@ -69,50 +72,51 @@ " np.array(alpha),\n", " np.array(0),\n", " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf)\n", + " period=(np.inf, 2 * np.pi, np.inf),\n", " )\n", - " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", + " iota = np.abs(get_value(eq, \"iota\", initial_grid)[1])\n", " NFP = eq.NFP\n", - " n_tor = n_pol/(iota*NFP)\n", + " n_tor = n_pol / (iota * NFP)\n", " good_grid = get_rtz_grid(\n", " eq,\n", " np.array(np.sqrt(rho)),\n", " # np.array(rho),\n", " np.array(alpha),\n", " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " np.linspace(0, 2 * n_tor * np.pi, n_points * n_pol),\n", " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf),\n", + " period=(np.inf, 2 * np.pi, np.inf),\n", " )\n", " return good_grid\n", "\n", - "def get_drift_curvature(eq,grid):\n", - " cvdrift = get_value(eq,\"cvdrift\",grid=grid)\n", - " a = get_value(eq,\"a\",grid=grid)\n", - " B = get_value(eq,\"|B|\",grid=grid)\n", - " drift_curvature = a**2*np.multiply(cvdrift,B)\n", + "\n", + "def get_drift_curvature(eq, grid):\n", + " cvdrift = get_value(eq, \"cvdrift\", grid=grid)\n", + " a = get_value(eq, \"a\", grid=grid)\n", + " B = get_value(eq, \"|B|\", grid=grid)\n", + " drift_curvature = a**2 * np.multiply(cvdrift, B)\n", " # drift_curvature = cvdrift\n", - " return drift_curvature,a\n", + " return drift_curvature, a\n", + "\n", "\n", "# Function for plotting the drift curvature\n", - "def plot_drift_curv(eq,grid,drift_curv=None,diff_l=None,l=None,a=None):\n", - " \n", + "def plot_drift_curv(eq, grid, drift_curv=None, diff_l=None, l=None, a=None):\n", + "\n", " # Compute all necessary quantities if not provided\n", " if drift_curv is None:\n", - " drift_curv,a = get_drift_curvature(eq,grid)\n", + " drift_curv, a = get_drift_curvature(eq, grid)\n", "\n", - " if l is not None :\n", + " if l is not None:\n", " arc_length_vals = l\n", - " else : \n", + " else:\n", " if diff_l is None:\n", - " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - " arc_length_vals = get_arc_length(diff_l,grid)\n", - " \n", + " diff_l = get_value(eq, \"|e_zeta|r,a|\", grid)\n", + " arc_length_vals = get_arc_length(diff_l, grid)\n", + "\n", " plt.figure()\n", - " plt.plot(arc_length_vals,drift_curv)\n", + " plt.plot(arc_length_vals, drift_curv)\n", " plt.xlabel(\"l\")\n", - " plt.ylabel(r\"$K_D$ [1/Tm]\")\n", - " \n" + " plt.ylabel(r\"$K_D$ [1/Tm]\")" ] }, { @@ -123,13 +127,15 @@ "source": [ "# Quadratic fitting function for Kd peaks (bad curvature)\n", "def Kd_quadratic(l, Reff_n, ln):\n", - " lc = (l[0]+l[-1])/2\n", - " return 1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", + " lc = (l[0] + l[-1]) / 2\n", + " return 1 / Reff_n * (1 - (l - lc) ** 2 / ln**2)\n", + "\n", "\n", "# Quadratic fiiting function for Kd valleys (good curvature)\n", "def Kd_quadratic_(l, Reff_n, ln):\n", - " lc = (l[0]+l[-1])/2\n", - " return -1/Reff_n * (1 - (l - lc)**2 / ln**2)\n", + " lc = (l[0] + l[-1]) / 2\n", + " return -1 / Reff_n * (1 - (l - lc) ** 2 / ln**2)\n", + "\n", "\n", "def fit_drift_peaks(l, Kd):\n", " peaks = []\n", @@ -137,86 +143,97 @@ " values = []\n", "\n", " val_0 = Kd[0]\n", - " \n", + "\n", " # Find indices where Kd changes sign (crosses zero)\n", " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", - " \n", + "\n", " # Initialize lists to store valid peak intervals\n", " peak_indices = []\n", - " \n", - " len_thres = 50 \n", + "\n", + " len_thres = 50\n", " # Loop over zero crossing pairs to check if it's a peak or a valley\n", - " for i in range(0, len(zero_crossings)-1):\n", + " for i in range(0, len(zero_crossings) - 1):\n", " l_min_idx = zero_crossings[i]\n", " l_max_idx = zero_crossings[i + 1]\n", - " len_peak = l_max_idx-l_min_idx\n", + " len_peak = l_max_idx - l_min_idx\n", "\n", " # # Skip if there's insufficient data points\n", " if len_peak < len_thres:\n", - " continue \n", - " \n", + " continue\n", + "\n", " # Check the midpoint value of Kd\n", " mid_idx = (l_min_idx + l_max_idx) // 2\n", - " if Kd[mid_idx]*val_0 > 0: # Keep the range if it's abad curvature (same as initial)\n", + " if (\n", + " Kd[mid_idx] * val_0 > 0\n", + " ): # Keep the range if it's abad curvature (same as initial)\n", " peak_indices.append((l_min_idx, l_max_idx))\n", - " else : \n", + " else:\n", " continue\n", - " \n", + "\n", " # Update threshold length depending on previous well\n", " # len_thres = int(0.6*len_peak)\n", "\n", - " p0 = np.sign(val_0)*np.array([0.1,1])\n", + " p0 = np.sign(val_0) * np.array([0.1, 1])\n", " # Loop through valid peak indices and perform fitting\n", " for l_min_idx, l_max_idx in peak_indices:\n", " # Extract the arc length and Kd values within the peak\n", - " l_peak = l[l_min_idx:l_max_idx+1]\n", - " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", - " \n", + " l_peak = l[l_min_idx : l_max_idx + 1]\n", + " Kd_peak = Kd[l_min_idx : l_max_idx + 1]\n", + "\n", " # Fit the quadratic curve to the peak\n", - " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0=p0)\n", + " popt, _ = curve_fit(Kd_quadratic, l_peak, Kd_peak, p0=p0)\n", "\n", " R_eff = np.abs(popt[0])\n", " L_par = l[l_max_idx] - l[l_min_idx]\n", - " \n", + "\n", " # Store the peak data and fitting parameters\n", " peaks.append((l_peak, Kd_peak))\n", " fits.append(popt)\n", - " values.append([R_eff,L_par])\n", - " p0 = popt # TODO find better way of deinining initial guess\n", + " values.append([R_eff, L_par])\n", + " p0 = popt # TODO find better way of deinining initial guess\n", "\n", " data = {\n", - " \"peaks\" : peaks,\n", - " \"fits\" : fits,\n", - " \"values\": values,\n", + " \"peaks\": peaks,\n", + " \"fits\": fits,\n", + " \"values\": values,\n", " }\n", " return data\n", "\n", - "def plot_drift_fits(l,drift_curv,data):\n", - " \n", + "\n", + "def plot_drift_fits(l, drift_curv, data):\n", + "\n", " fig, ax = plt.subplots(figsize=(10, 6))\n", - " ax.plot(l,drift_curv,label=r'$-K_D$')\n", + " ax.plot(l, drift_curv, label=r\"$-K_D$\")\n", "\n", " num_fits = len(data[\"fits\"])\n", "\n", " # Create a colormap\n", - " colormap = plt.colormaps['viridis']\n", + " colormap = plt.colormaps[\"viridis\"]\n", "\n", " # Generate colors from the colormap\n", " colors = [colormap(i / num_fits) for i in range(num_fits)]\n", - " \n", - " for (l_peak, pos_Kd_peak), (R_eff, ln), (R_eff_abs,L_par), color in zip(data[\"peaks\"], data[\"fits\"], data[\"values\"], colors):\n", - " plt.plot(l_peak, Kd_quadratic(l_peak, R_eff, ln), '--', label=f'Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$',color=color, linewidth = 1.5)\n", - "\n", - " ax.set_xlabel(r'$l$', fontsize=14)\n", - " ax.set_ylabel(r'$K_D$', fontsize=14)\n", - " ax.set_title('Curvature Drift ($K_D$) and Quadratic Fits', fontsize=16)\n", - " ax.grid=True\n", - " # ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", - " ax.legend(fontsize=12, loc='upper left') # Move the legend outside\n", "\n", + " for (l_peak, pos_Kd_peak), (R_eff, ln), (R_eff_abs, L_par), color in zip(\n", + " data[\"peaks\"], data[\"fits\"], data[\"values\"], colors\n", + " ):\n", + " plt.plot(\n", + " l_peak,\n", + " Kd_quadratic(l_peak, R_eff, ln),\n", + " \"--\",\n", + " label=f\"Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$\",\n", + " color=color,\n", + " linewidth=1.5,\n", + " )\n", + "\n", + " ax.set_xlabel(r\"$l$\", fontsize=14)\n", + " ax.set_ylabel(r\"$K_D$\", fontsize=14)\n", + " ax.set_title(\"Curvature Drift ($K_D$) and Quadratic Fits\", fontsize=16)\n", + " ax.grid = True\n", + " # ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", + " ax.legend(fontsize=12, loc=\"upper left\") # Move the legend outside\n", "\n", " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", - " plt.show()\n" + " plt.show()" ] }, { @@ -226,38 +243,37 @@ "outputs": [], "source": [ "def moving_average(x, w):\n", - " return np.convolve(x, np.ones(w), 'valid') / w\n", + " return np.convolve(x, np.ones(w), \"valid\") / w\n", "\n", "\n", - "def get_everything (eq,rho=0.5,alpha=0,n_pol=4,n_points=200,plot=True):\n", + "def get_everything(eq, rho=0.5, alpha=0, n_pol=4, n_points=200, plot=True):\n", "\n", " # Create the grid\n", - " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_pol=n_pol,n_points=n_points)\n", + " grid = get_field_line_grid(eq, rho=rho, alpha=alpha, n_pol=n_pol, n_points=n_points)\n", "\n", " # Get all the necessary values\n", - " drift_curv,a = get_drift_curvature(eq,grid)\n", + " drift_curv, a = get_drift_curvature(eq, grid)\n", "\n", " # drift_curvature = scipy.ndimage.gaussian_filter1d(drift_curv, sigma=40)\n", " # drift_curvature = moving_average(drift_curv, 5)\n", " drift_curvature = drift_curv\n", "\n", " # Multiply drift curvature by a^2 as in initial article\n", - " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + " diff_l = get_value(eq, \"|e_zeta|r,a|\", grid)\n", "\n", " # Integrate the differentail length\n", - " l = get_arc_length(diff_l,grid)\n", + " l = get_arc_length(diff_l, grid)\n", " # zeta = grid.nodes[:,2]\n", "\n", " # Get peaks and fits\n", - " data = fit_drift_peaks(l,drift_curvature)\n", + " data = fit_drift_peaks(l, drift_curvature)\n", " # data = fit_drift_peaks(zeta,drift_curvature)\n", "\n", " # Plot everything\n", - " if plot :\n", - " plot_drift_fits(l,drift_curvature,data)\n", + " if plot:\n", + " plot_drift_fits(l, drift_curvature, data)\n", "\n", - " return (grid,drift_curvature,a,l,data)\n", - "\n" + " return (grid, drift_curvature, a, l, data)" ] }, { @@ -277,7 +293,7 @@ } ], "source": [ - "grid,drift_curvature,a,l,data=get_everything(eq,n_pol=10,plot=True);" + "grid, drift_curvature, a, l, data = get_everything(eq, n_pol=10, plot=True);" ] }, { @@ -294,7 +310,7 @@ " plt.plot(R_eff)\n", " plt.xlabel(\"Drift well number\")\n", " plt.ylabel(r\"$R_{eff}$\")\n", - " \n", + "\n", " plt.figure()\n", " plt.plot(L_par)\n", " plt.xlabel(\"Drift well number\")\n", @@ -307,19 +323,19 @@ "metadata": {}, "outputs": [], "source": [ - "def calculate_critical_gradient(a,R_eff,L_par):\n", - " return 2.66*(a/R_eff+8.00*a/L_par)\n", - " # return 2.66*(a/R_eff) \n", - " \n", + "def calculate_critical_gradient(a, R_eff, L_par):\n", + " return 2.66 * (a / R_eff + 8.00 * a / L_par)\n", + " # return 2.66*(a/R_eff)\n", + "\n", "\n", - "def get_critical_gradients(a,values,plot=True):\n", + "def get_critical_gradients(a, values, plot=True):\n", " critical_gradients = []\n", - " for (R_eff,L_par) in values : \n", - " critical_gradients.append(calculate_critical_gradient(a,R_eff,L_par))\n", - " if plot :\n", + " for R_eff, L_par in values:\n", + " critical_gradients.append(calculate_critical_gradient(a, R_eff, L_par))\n", + " if plot:\n", " plt.figure()\n", " plt.plot(critical_gradients)\n", - " plt.ylabel(r'$a/L_T$')\n", + " plt.ylabel(r\"$a/L_T$\")\n", " plt.title(f\"Critical gradients\")\n", "\n", " # Find the minimum value and its index\n", @@ -327,11 +343,13 @@ " min_index = np.argmin(critical_gradients)\n", "\n", " # Annotate the minimum value on the plot\n", - " plt.annotate(f'Min: {min_value:.2f}', \n", - " xy=(min_index, min_value), \n", - " # xytext=(min_index + 1,0.5), # Adjust text position\n", - " arrowprops=dict(facecolor='black', arrowstyle='->'))\n", - " \n", + " plt.annotate(\n", + " f\"Min: {min_value:.2f}\",\n", + " xy=(min_index, min_value),\n", + " # xytext=(min_index + 1,0.5), # Adjust text position\n", + " arrowprops=dict(facecolor=\"black\", arrowstyle=\"->\"),\n", + " )\n", + "\n", " plt.show\n", "\n", " return critical_gradients" @@ -354,7 +372,7 @@ } ], "source": [ - "get_critical_gradients(a,data[\"values\"]);" + "get_critical_gradients(a, data[\"values\"]);" ] }, { @@ -369,7 +387,7 @@ " peaks_bad = []\n", " fits_bad = []\n", " values_bad = []\n", - " \n", + "\n", " # Save all values for good curvature\n", " peaks_good = []\n", " fits_good = []\n", @@ -377,74 +395,66 @@ "\n", " # Make sure we have bad curvature at 0\n", " val_0 = Kd[0]\n", - " \n", + "\n", " # Find indices where Kd changes sign (crosses zero)\n", " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", - " \n", + "\n", " # Initialize lists to store valid peak intervals\n", " bad_peak_indices = []\n", " good_peak_indices = []\n", "\n", - " len_thres = 60 \n", + " len_thres = 60\n", " # Loop over zero crossing pairs to check if it's a peak or a valley\n", - " for i in range(0, len(zero_crossings)-1):\n", + " for i in range(0, len(zero_crossings) - 1):\n", " l_min_idx = zero_crossings[i]\n", " l_max_idx = zero_crossings[i + 1]\n", - " len_peak = l_max_idx-l_min_idx\n", + " len_peak = l_max_idx - l_min_idx\n", "\n", " # # Skip if there's insufficient data points\n", " if len_peak < len_thres:\n", - " continue \n", + " continue\n", "\n", " # Check the midpoint value of Kd\n", " mid_idx = (l_min_idx + l_max_idx) // 2\n", - " if Kd[mid_idx]*val_0> 0: # Keep the range if it's a peak (Kd is positive)\n", + " if Kd[mid_idx] * val_0 > 0: # Keep the range if it's a peak (Kd is positive)\n", " bad_peak_indices.append((l_min_idx, l_max_idx))\n", " else:\n", " good_peak_indices.append((l_min_idx, l_max_idx))\n", - " \n", - " len_thres = int(0.3*len_peak)\n", "\n", - " def get_fits(peak_indices,bad_curv = True):\n", + " len_thres = int(0.3 * len_peak)\n", + "\n", + " def get_fits(peak_indices, bad_curv=True):\n", " # Define variables for storing the data\n", " peaks = []\n", " fits = []\n", " values = []\n", "\n", - " p0 = np.sign(val_0)*np.array([0.1,1])\n", + " p0 = np.sign(val_0) * np.array([0.1, 1])\n", " # Loop through valid peak indices and perform fitting\n", " for l_min_idx, l_max_idx in peak_indices:\n", " # Extract the arc length and Kd values within the peak\n", - " l_peak = l[l_min_idx:l_max_idx+1]\n", - " Kd_peak = Kd[l_min_idx:l_max_idx+1] \n", - " \n", + " l_peak = l[l_min_idx : l_max_idx + 1]\n", + " Kd_peak = Kd[l_min_idx : l_max_idx + 1]\n", + "\n", " # Fit the quadratic curve to the peak\n", " if bad_curv:\n", - " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,p0)\n", - " else :\n", - " popt,_ = curve_fit(Kd_quadratic,l_peak,Kd_peak,-p0)\n", - " \n", + " popt, _ = curve_fit(Kd_quadratic, l_peak, Kd_peak, p0)\n", + " else:\n", + " popt, _ = curve_fit(Kd_quadratic, l_peak, Kd_peak, -p0)\n", + "\n", " R_eff = np.abs(popt[0])\n", " L_par = l[l_max_idx] - l[l_min_idx]\n", " peaks.append((l_peak, Kd_peak))\n", " fits.append(popt)\n", - " values.append([R_eff,L_par])\n", - " return peaks,fits,values\n", - " \n", - " peaks_bad,fits_bad,values_bad = get_fits(bad_peak_indices,bad_curv=True)\n", - " peaks_good,fits_good,values_good = get_fits(good_peak_indices,bad_curv=False) \n", - " data_bad = {\n", - " \"extrema\" : peaks_bad,\n", - " \"fits\" : fits_bad,\n", - " \"values\" : values_bad \n", - " } \n", - " data_good = {\n", - " \"extrema\" : peaks_good,\n", - " \"fits\" : fits_good,\n", - " \"values\" : values_good \n", - " } \n", - " \n", - " return data_bad,data_good" + " values.append([R_eff, L_par])\n", + " return peaks, fits, values\n", + "\n", + " peaks_bad, fits_bad, values_bad = get_fits(bad_peak_indices, bad_curv=True)\n", + " peaks_good, fits_good, values_good = get_fits(good_peak_indices, bad_curv=False)\n", + " data_bad = {\"extrema\": peaks_bad, \"fits\": fits_bad, \"values\": values_bad}\n", + " data_good = {\"extrema\": peaks_good, \"fits\": fits_good, \"values\": values_good}\n", + "\n", + " return data_bad, data_good" ] }, { @@ -454,22 +464,40 @@ "outputs": [], "source": [ "# def plot_all_drift_fits(l,drift_curv,bad_peaks,bad_fits,bad_values,good_peaks,good_fits,good_values):\n", - "def plot_all_drift_fits(l,drift_curv,data_bad,data_good):\n", - " \n", - " fig, ax = plt.subplots(figsize=(10, 6))\n", - " ax.plot(l,drift_curv,label=r'$-K_D$')\n", - " \n", - " for (l_peak, _), (Reff_n, ln), (R_eff_abs,L_par) in zip(data_bad[\"extrema\"],data_bad[\"fits\"],data_bad[\"values\"]):\n", - " plt.plot(l_peak, Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$', linewidth = 1.5)\n", - "\n", - " for (l_peak, _), (Reff_n, ln), (R_eff_abs,L_par) in zip(data_good[\"extrema\"],data_good[\"fits\"],data_good[\"values\"]):\n", - " plt.plot(l_peak, Kd_quadratic(l_peak, Reff_n, ln), '--', label=f'Fit: $R_{{good}}={R_eff_abs:.2f}$, $L_w={L_par:.2f}$', linewidth = 1.5)\n", + "def plot_all_drift_fits(l, drift_curv, data_bad, data_good):\n", "\n", - " ax.set_xlabel(r'$l$', fontsize=14)\n", - " ax.set_ylabel(r'$K_D$ [1/Tm]', fontsize=14)\n", - " ax.set_title('Curvature Drift ($K_D$) and Quadratic Fits', fontsize=16)\n", - " ax.grid=True\n", - " ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", + " fig, ax = plt.subplots(figsize=(10, 6))\n", + " ax.plot(l, drift_curv, label=r\"$-K_D$\")\n", + "\n", + " for (l_peak, _), (Reff_n, ln), (R_eff_abs, L_par) in zip(\n", + " data_bad[\"extrema\"], data_bad[\"fits\"], data_bad[\"values\"]\n", + " ):\n", + " plt.plot(\n", + " l_peak,\n", + " Kd_quadratic(l_peak, Reff_n, ln),\n", + " \"--\",\n", + " label=f\"Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$\",\n", + " linewidth=1.5,\n", + " )\n", + "\n", + " for (l_peak, _), (Reff_n, ln), (R_eff_abs, L_par) in zip(\n", + " data_good[\"extrema\"], data_good[\"fits\"], data_good[\"values\"]\n", + " ):\n", + " plt.plot(\n", + " l_peak,\n", + " Kd_quadratic(l_peak, Reff_n, ln),\n", + " \"--\",\n", + " label=f\"Fit: $R_{{good}}={R_eff_abs:.2f}$, $L_w={L_par:.2f}$\",\n", + " linewidth=1.5,\n", + " )\n", + "\n", + " ax.set_xlabel(r\"$l$\", fontsize=14)\n", + " ax.set_ylabel(r\"$K_D$ [1/Tm]\", fontsize=14)\n", + " ax.set_title(\"Curvature Drift ($K_D$) and Quadratic Fits\", fontsize=16)\n", + " ax.grid = True\n", + " ax.legend(\n", + " fontsize=12, loc=\"center left\", bbox_to_anchor=(1, 0.5)\n", + " ) # Move the legend outside\n", "\n", " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", " plt.show()" @@ -481,29 +509,29 @@ "metadata": {}, "outputs": [], "source": [ - "def get_all_everything (eq,rho=0.5,alpha=0,n_pol=4,n_points=200,plot=False):\n", + "def get_all_everything(eq, rho=0.5, alpha=0, n_pol=4, n_points=200, plot=False):\n", "\n", " # Create the grid\n", - " grid = get_field_line_grid(eq,rho=rho,alpha=alpha,n_pol=n_pol,n_points=n_points)\n", + " grid = get_field_line_grid(eq, rho=rho, alpha=alpha, n_pol=n_pol, n_points=n_points)\n", "\n", " # Get all the necessary values\n", - " drift_curv,a = get_drift_curvature(eq,grid)\n", + " drift_curv, a = get_drift_curvature(eq, grid)\n", "\n", " # drift_curv = scipy.ndimage.gaussian_filter1d(drift_curv, sigma=15)\n", "\n", - " diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", + " diff_l = get_value(eq, \"|e_zeta|r,a|\", grid)\n", "\n", " # Integrate the differentail length\n", - " l = get_arc_length(diff_l,grid)\n", + " l = get_arc_length(diff_l, grid)\n", "\n", " # Get peaks and fits\n", - " data_bad,data_good = fit_all_drift_peaks(l, drift_curv)\n", + " data_bad, data_good = fit_all_drift_peaks(l, drift_curv)\n", "\n", " # Plot everything\n", - " if plot :\n", - " plot_all_drift_fits(l,drift_curv,data_bad,data_good)\n", + " if plot:\n", + " plot_all_drift_fits(l, drift_curv, data_bad, data_good)\n", "\n", - " return (grid,drift_curv,a,l,data_bad,data_good)" + " return (grid, drift_curv, a, l, data_bad, data_good)" ] }, { @@ -523,7 +551,9 @@ } ], "source": [ - "grid,drift_curv,a,l,data_bad,data_good=get_all_everything(eq,n_pol=10,plot=True);" + "grid, drift_curv, a, l, data_bad, data_good = get_all_everything(\n", + " eq, n_pol=10, plot=True\n", + ");" ] }, { @@ -532,32 +562,35 @@ "metadata": {}, "outputs": [], "source": [ - "def calculate_Ls (eq,grid):\n", - " shear = get_value(eq,\"shear\",grid)[1]\n", - " q = get_value(eq,\"q\",grid)[1]\n", - " R = get_value(eq,\"R0\",grid)\n", - " return np.abs(q*R/shear)\n", + "def calculate_Ls(eq, grid):\n", + " shear = get_value(eq, \"shear\", grid)[1]\n", + " q = get_value(eq, \"q\", grid)[1]\n", + " R = get_value(eq, \"R0\", grid)\n", + " return np.abs(q * R / shear)\n", + "\n", "\n", "def Theta_function(x):\n", " # Define Heaviside step function\n", - " return x*np.where(x >= 0, 1, 0)\n", + " return x * np.where(x >= 0, 1, 0)\n", + "\n", "\n", - "def check_peaks(peaks_bad,peaks_good):\n", - " # Function that checks if first extremum is a peak (bad curvature) \n", + "def check_peaks(peaks_bad, peaks_good):\n", + " # Function that checks if first extremum is a peak (bad curvature)\n", " # or valley (good curvature) in the curvature drift\n", " l_bad = peaks_bad[0][0][0]\n", " l_good = peaks_good[0][0][0]\n", - " if l_bad= 0 # Same sign as Kd[0]\n", @@ -206,7 +216,7 @@ " \"positive_crossings\": positive_crossings,\n", " \"negative_crossings\": negative_crossings,\n", " }\n", - " \n", + "\n", " return masks" ] }, @@ -222,14 +232,14 @@ "\n", " # Plotting\n", " plt.figure(figsize=(10, 6))\n", - " plt.plot(Kd, label='Kd', color='blue', marker='o')\n", + " plt.plot(Kd, label=\"Kd\", color=\"blue\", marker=\"o\")\n", "\n", " # Define colors and labels for different masks\n", " mask_info = {\n", " \"good\": {\"color\": \"green\", \"label\": \"Good Points\"},\n", " \"bad\": {\"color\": \"orange\", \"label\": \"Bad Points\"},\n", " \"positive_crossings\": {\"color\": \"cyan\", \"label\": \"Positive Crossings\"},\n", - " \"negative_crossings\": {\"color\": \"magenta\", \"label\": \"Negative Crossings\"}\n", + " \"negative_crossings\": {\"color\": \"magenta\", \"label\": \"Negative Crossings\"},\n", " }\n", "\n", " # Iterate over masks and plot corresponding points\n", @@ -237,20 +247,26 @@ " if mask_key in [\"positive_crossings\", \"negative_crossings\"]:\n", " # Get the indices for crossings, adjusting for plotting\n", " indices = jnp.arange(len(Kd))[mask]\n", - " plt.scatter(indices, Kd[indices], \n", - " color=mask_info[mask_key][\"color\"], \n", - " label=mask_info[mask_key][\"label\"], \n", - " zorder=5)\n", + " plt.scatter(\n", + " indices,\n", + " Kd[indices],\n", + " color=mask_info[mask_key][\"color\"],\n", + " label=mask_info[mask_key][\"label\"],\n", + " zorder=5,\n", + " )\n", " else:\n", - " plt.scatter(jnp.arange(len(Kd))[mask], Kd[mask], \n", - " color=mask_info[mask_key][\"color\"], \n", - " label=mask_info[mask_key][\"label\"], \n", - " zorder=5)\n", + " plt.scatter(\n", + " jnp.arange(len(Kd))[mask],\n", + " Kd[mask],\n", + " color=mask_info[mask_key][\"color\"],\n", + " label=mask_info[mask_key][\"label\"],\n", + " zorder=5,\n", + " )\n", "\n", " # Add labels and legend\n", - " plt.title('Kd with Good, Bad, Positive, and Negative Crossings')\n", - " plt.xlabel('Index')\n", - " plt.ylabel('Kd Value')\n", + " plt.title(\"Kd with Good, Bad, Positive, and Negative Crossings\")\n", + " plt.xlabel(\"Index\")\n", + " plt.ylabel(\"Kd Value\")\n", " plt.legend()\n", " plt.grid()\n", " plt.show()" @@ -262,25 +278,29 @@ "metadata": {}, "outputs": [], "source": [ - "@functools.partial(jit,static_argnames=\"n_wells\")\n", - "def create_well_masks(Kd,n_wells=10):\n", + "@functools.partial(jit, static_argnames=\"n_wells\")\n", + "def create_well_masks(Kd, n_wells=10):\n", " # Step 1: Identify sign changes in Kd\n", " signs = jnp.sign(Kd)\n", - " \n", + "\n", " # Create masks for positive and negative crossings of the same size as Kd\n", " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", "\n", " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + " negative_crossings = negative_crossings.at[:-1].set(\n", + " (signs[:-1] == 1) & (signs[1:] == -1)\n", + " )\n", "\n", " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + " positive_crossings = positive_crossings.at[:-1].set(\n", + " (signs[:-1] == -1) & (signs[1:] == 1)\n", + " )\n", "\n", " n_pos = positive_crossings.sum()\n", " n_neg = negative_crossings.sum()\n", "\n", - " n_well_real = (n_pos+n_neg-1)//2\n", + " n_well_real = (n_pos + n_neg - 1) // 2\n", "\n", " # Masks for good and bad points\n", " mask_good = Kd >= 0 # Same sign as Kd[0]\n", @@ -291,39 +311,44 @@ " cumulative_negative = jnp.cumsum(negative_crossings)\n", "\n", " # Create a mask that identifies the range between positive and negative crossings\n", - " in_well = (cumulative_positive < cumulative_negative)\n", + " in_well = cumulative_positive < cumulative_negative\n", "\n", " lengths_pos = jnp.zeros(n_wells, dtype=int)\n", " lengths_neg = jnp.zeros(n_wells, dtype=int)\n", " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", " masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype)\n", - " Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros\n", + " Kd_wells = jnp.zeros(\n", + " (n_wells, Kd.shape[0]), dtype=Kd.dtype\n", + " ) # Initialize with zeros\n", "\n", " # Use a loop to fill the lengths array\n", - " for i in range(1,n_wells):\n", + " for i in range(1, n_wells):\n", " lengths_pos = lengths_pos.at[i].set((cumulative_positive == i).sum())\n", " lengths_neg = lengths_neg.at[i].set((cumulative_negative == i).sum())\n", "\n", - " well_mask = (cumulative_negative == i) & (cumulative_negative == cumulative_positive)\n", + " well_mask = (cumulative_negative == i) & (\n", + " cumulative_negative == cumulative_positive\n", + " )\n", " lengths_wells = lengths_wells.at[i].set(well_mask.sum())\n", - " \n", + "\n", " # lengths_wells = lengths_wells.at[i].set(((cumulative_negative == i) & (cumulative_negative == cumulative_positive)).sum())\n", " # Fill the corresponding row in the masks array\n", - " masks_wells = masks_wells.at[i].set(well_mask.astype(Kd.dtype)) # Store mask as row\n", + " masks_wells = masks_wells.at[i].set(\n", + " well_mask.astype(Kd.dtype)\n", + " ) # Store mask as row\n", " well_values = take_mask(Kd, well_mask, fill_value=0)\n", " # Store the well values in the corresponding row\n", - " Kd_wells = Kd_wells.at[i, :well_values.size].set(well_values)\n", - "\n", + " Kd_wells = Kd_wells.at[i, : well_values.size].set(well_values)\n", "\n", " cumulatives = {\n", - " \"cum_pos\" : cumulative_positive,\n", - " \"cum_neg\" : cumulative_negative,\n", + " \"cum_pos\": cumulative_positive,\n", + " \"cum_neg\": cumulative_negative,\n", " }\n", "\n", " lengths = {\n", - " \"lengths_pos\" : lengths_pos,\n", - " \"lengths_neg\" : lengths_neg,\n", - " \"lengths_wells\" : lengths_wells,\n", + " \"lengths_pos\": lengths_pos,\n", + " \"lengths_neg\": lengths_neg,\n", + " \"lengths_wells\": lengths_wells,\n", " }\n", "\n", " # Store masks in a dictionary\n", @@ -332,9 +357,9 @@ " \"good\": mask_good,\n", " \"positive_crossings\": positive_crossings,\n", " \"negative_crossings\": negative_crossings,\n", - " \"wells\" : masks_wells,\n", + " \"wells\": masks_wells,\n", " }\n", - " \n", + "\n", " return masks, lengths, cumulatives, Kd_wells" ] }, @@ -351,39 +376,49 @@ "metadata": {}, "outputs": [], "source": [ - "@functools.partial(jit,static_argnames=[\"n_wells\",\"order\"])\n", - "def extract_Kd_old(Kd,n_wells=10,order=False):\n", + "@functools.partial(jit, static_argnames=[\"n_wells\", \"order\"])\n", + "def extract_Kd_old(Kd, n_wells=10, order=False):\n", " # Step 1: Identify sign changes in Kd\n", " signs = jnp.sign(Kd)\n", - " \n", + "\n", " # Create masks for positive and negative crossings of the same size as Kd\n", " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", "\n", " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + " negative_crossings = negative_crossings.at[:-1].set(\n", + " (signs[:-1] == 1) & (signs[1:] == -1)\n", + " )\n", "\n", " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + " positive_crossings = positive_crossings.at[:-1].set(\n", + " (signs[:-1] == -1) & (signs[1:] == 1)\n", + " )\n", "\n", " # Create cumulative sums for positive and negative crossings\n", " cumulative_positive = jnp.cumsum(positive_crossings)\n", " cumulative_negative = jnp.cumsum(negative_crossings)\n", "\n", - " Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros\n", + " Kd_wells = jnp.zeros(\n", + " (n_wells, Kd.shape[0]), dtype=Kd.dtype\n", + " ) # Initialize with zeros\n", " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", "\n", " # Use a loop to fill the lengths array\n", " for i in range(n_wells):\n", " # Create well masks\n", - " well_mask = (cumulative_negative == i) & (cumulative_negative > 0) & (cumulative_negative == cumulative_positive) \n", + " well_mask = (\n", + " (cumulative_negative == i)\n", + " & (cumulative_negative > 0)\n", + " & (cumulative_negative == cumulative_positive)\n", + " )\n", " # Fill the corresponding row in the masks array\n", " well_values = take_mask(Kd, well_mask, fill_value=0)\n", " # Store the well values in the corresponding row\n", - " Kd_wells = Kd_wells.at[i, :well_values.size].set(well_values)\n", + " Kd_wells = Kd_wells.at[i, : well_values.size].set(well_values)\n", " lengths_wells = lengths_wells.at[i].set(well_mask.sum())\n", "\n", - " if order : \n", + " if order:\n", " # Sort wells by lengths\n", " sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order\n", " Kd_wells = Kd_wells[sort_indices]\n", @@ -398,25 +433,29 @@ "metadata": {}, "outputs": [], "source": [ - "def plot_wells(Kd, n_wells=10, order = False):\n", - " Kd_wells, lengths = extract_Kd_old(Kd,n_wells=n_wells, order=order)\n", + "def plot_wells(Kd, n_wells=10, order=False):\n", + " Kd_wells, lengths = extract_Kd_old(Kd, n_wells=n_wells, order=order)\n", " plt.figure()\n", - " for i in range(1,n_wells):\n", - " plt.plot(Kd_wells[i][0:lengths[i]],label=f'well {i}, length = {lengths[i]}')\n", + " for i in range(1, n_wells):\n", + " plt.plot(Kd_wells[i][0 : lengths[i]], label=f\"well {i}, length = {lengths[i]}\")\n", " plt.legend()\n", "\n", - "def plot_all(Kd,n_wells=10):\n", - " masks, lengths, _, Kd_wells = create_well_masks(Kd,n_wells=n_wells)\n", + "\n", + "def plot_all(Kd, n_wells=10):\n", + " masks, lengths, _, Kd_wells = create_well_masks(Kd, n_wells=n_wells)\n", " plt.figure()\n", - " plt.title(\"masks\") \n", - " for i in range(1,n_wells):\n", - " plt.plot(masks[\"wells\"][i],label=f'Well nr {i}')\n", + " plt.title(\"masks\")\n", + " for i in range(1, n_wells):\n", + " plt.plot(masks[\"wells\"][i], label=f\"Well nr {i}\")\n", " plt.legend()\n", " plt.figure()\n", - " plt.title(\"wells\") \n", - " for i in range(1,n_wells):\n", - " plt.plot(Kd_wells[i][0:lengths[\"lengths_wells\"][i]],label=f'well {i}, length = {lengths[\"lengths_wells\"][i]}')\n", - " plt.legend()\n" + " plt.title(\"wells\")\n", + " for i in range(1, n_wells):\n", + " plt.plot(\n", + " Kd_wells[i][0 : lengths[\"lengths_wells\"][i]],\n", + " label=f'well {i}, length = {lengths[\"lengths_wells\"][i]}',\n", + " )\n", + " plt.legend()" ] }, { @@ -432,48 +471,56 @@ "metadata": {}, "outputs": [], "source": [ - "@functools.partial(jit,static_argnames=[\"n_wells\",\"n_return\",\"order\"])\n", - "def extract_Kd(Kd,n_wells=10,n_return=5,order=False):\n", + "@functools.partial(jit, static_argnames=[\"n_wells\", \"n_return\", \"order\"])\n", + "def extract_Kd(Kd, n_wells=10, n_return=5, order=False):\n", " # Step 1: Identify sign changes in Kd\n", " signs = jnp.sign(Kd)\n", - " \n", + "\n", " # Create masks for positive and negative crossings of the same size as Kd\n", " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", "\n", " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + " negative_crossings = negative_crossings.at[:-1].set(\n", + " (signs[:-1] == 1) & (signs[1:] == -1)\n", + " )\n", "\n", " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + " positive_crossings = positive_crossings.at[:-1].set(\n", + " (signs[:-1] == -1) & (signs[1:] == 1)\n", + " )\n", "\n", " # Create cumulative sums for positive and negative crossings\n", " cumulative_positive = jnp.cumsum(positive_crossings)\n", " cumulative_negative = jnp.cumsum(negative_crossings)\n", "\n", - " Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros\n", + " Kd_wells = jnp.zeros(\n", + " (n_wells, Kd.shape[0]), dtype=Kd.dtype\n", + " ) # Initialize with zeros\n", " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", " masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype)\n", "\n", " # Use a loop to fill the lengths array\n", - " for i in range(1,n_wells+1):\n", + " for i in range(1, n_wells + 1):\n", " # Create well masks\n", - " well_mask = (cumulative_negative == i) & (cumulative_negative == cumulative_positive) \n", + " well_mask = (cumulative_negative == i) & (\n", + " cumulative_negative == cumulative_positive\n", + " )\n", " # Fill the corresponding row in the masks array\n", - " well_values = jnp.where(well_mask,Kd,0)\n", + " well_values = jnp.where(well_mask, Kd, 0)\n", " # Store the well values in the corresponding row\n", - " Kd_wells = Kd_wells.at[i-1, :well_values.size].set(well_values)\n", - " masks_wells = masks_wells.at[i-1, :well_values.size].set(well_mask.astype(Kd.dtype)) # Store mask as row\n", - " lengths_wells = lengths_wells.at[i-1].set(well_mask.sum())\n", + " Kd_wells = Kd_wells.at[i - 1, : well_values.size].set(well_values)\n", + " masks_wells = masks_wells.at[i - 1, : well_values.size].set(\n", + " well_mask.astype(Kd.dtype)\n", + " ) # Store mask as row\n", + " lengths_wells = lengths_wells.at[i - 1].set(well_mask.sum())\n", "\n", - " if order : \n", + " if order:\n", " # Sort wells by lengths\n", " sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order\n", " Kd_wells = Kd_wells[sort_indices]\n", " lengths_wells = lengths_wells[sort_indices]\n", "\n", - " \n", - "\n", " return Kd_wells[0:n_return], lengths_wells[0:n_return], masks_wells[0:n_return]" ] }, @@ -527,6 +574,7 @@ " ln_squared = R_eff_inv / coeffs[1]\n", " return R_eff_inv, ln_squared\n", "\n", + "\n", "@functools.partial(jit, static_argnames=\"n_wells\")\n", "def fit_wells(l, Kd_wells, masks, n_wells=10):\n", " \"\"\"\n", @@ -561,10 +609,10 @@ " # Store the results\n", " R_eff_inv_array = R_eff_inv_array.at[i].set(R_eff_inv)\n", " ln_squared_array = ln_squared_array.at[i].set(ln_squared)\n", - " \n", - " R_eff_array = jnp.abs(1/R_eff_inv_array)\n", "\n", - " return R_eff_inv_array, ln_squared_array, R_eff_array\n" + " R_eff_array = jnp.abs(1 / R_eff_inv_array)\n", + "\n", + " return R_eff_inv_array, ln_squared_array, R_eff_array" ] }, { @@ -574,9 +622,9 @@ "outputs": [], "source": [ "@functools.partial(jit, static_argnames=\"n_wells\")\n", - "def compute_R_eff(Kd,grid,n_wells):\n", - " Kd_wells,lengths,masks = extract_Kd(Kd,n_wells=n_wells)\n", - " _,_,R_eff = fit_wells(grid.nodes[:,2], Kd_wells, masks, n_wells)\n", + "def compute_R_eff(Kd, grid, n_wells):\n", + " Kd_wells, lengths, masks = extract_Kd(Kd, n_wells=n_wells)\n", + " _, _, R_eff = fit_wells(grid.nodes[:, 2], Kd_wells, masks, n_wells)\n", " return R_eff" ] }, @@ -593,19 +641,19 @@ "metadata": {}, "outputs": [], "source": [ - "@functools.partial(jit, static_argnames=[\"rho\",\"alpha\",\"n_pol\",\"n_points\"])\n", - "def get_grid_for_testing(eq,iota,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", - " n_tor = n_pol/iota\n", + "@functools.partial(jit, static_argnames=[\"rho\", \"alpha\", \"n_pol\", \"n_points\"])\n", + "def get_grid_for_testing(eq, iota, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", + " n_tor = n_pol / iota\n", " good_grid = get_rtz_grid(\n", " eq,\n", " jnp.array(rho),\n", " # np.array(rho),\n", " jnp.array(alpha),\n", " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " jnp.linspace(0,2*n_tor*jnp.pi,n_points*n_pol),\n", + " jnp.linspace(0, 2 * n_tor * jnp.pi, n_points * n_pol),\n", " coordinates=\"raz\",\n", " # iota = iota,\n", - " period=(jnp.inf,2*jnp.pi,jnp.inf),\n", + " period=(jnp.inf, 2 * jnp.pi, jnp.inf),\n", " )\n", " return good_grid" ] @@ -620,21 +668,25 @@ "def find_n_wells(Kd):\n", " # Step 1: Identify sign changes in Kd\n", " signs = jnp.sign(Kd)\n", - " \n", + "\n", " # Create masks for positive and negative crossings of the same size as Kd\n", " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", "\n", " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1))\n", + " negative_crossings = negative_crossings.at[:-1].set(\n", + " (signs[:-1] == 1) & (signs[1:] == -1)\n", + " )\n", "\n", " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1))\n", + " positive_crossings = positive_crossings.at[:-1].set(\n", + " (signs[:-1] == -1) & (signs[1:] == 1)\n", + " )\n", "\n", " n_pos = positive_crossings.sum()\n", " n_neg = negative_crossings.sum()\n", "\n", - " n_well_real = (n_pos+n_neg-1)//2\n", + " n_well_real = (n_pos + n_neg - 1) // 2\n", "\n", " return n_well_real" ] @@ -653,12 +705,10 @@ "outputs": [], "source": [ "eq = get(\"precise_QA\")\n", - "iota_grid = LinearGrid(\n", - " rho=0.5\n", - ")\n", - "iota = np.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", - "grid = get_field_line_grid(eq,iota,n_pol=16)\n", - "Kd = get_value(eq,\"Kd\",grid)" + "iota_grid = LinearGrid(rho=0.5)\n", + "iota = np.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + "grid = get_field_line_grid(eq, iota, n_pol=16)\n", + "Kd = get_value(eq, \"Kd\", grid)" ] }, { @@ -698,7 +748,7 @@ } ], "source": [ - "Kd_wells,lengths,masks = extract_Kd(Kd,order=True)\n", + "Kd_wells, lengths, masks = extract_Kd(Kd, order=True)\n", "lengths" ] }, @@ -717,7 +767,7 @@ } ], "source": [ - "L_par = get_value(eq,\"L_par\",grid)\n", + "L_par = get_value(eq, \"L_par\", grid)\n", "print(L_par)" ] }, @@ -735,7 +785,7 @@ } ], "source": [ - "R_eff = get_value(eq,\"R_eff\",grid)\n", + "R_eff = get_value(eq, \"R_eff\", grid)\n", "print(R_eff)" ] }, @@ -766,7 +816,7 @@ } ], "source": [ - "plot_all(Kd,n_wells=5)" + "plot_all(Kd, n_wells=5)" ] }, { @@ -784,11 +834,11 @@ } ], "source": [ - "dl = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - "l = get_arc_length(dl,grid)\n", + "dl = get_value(eq, \"|e_zeta|r,a|\", grid)\n", + "l = get_arc_length(dl, grid)\n", "n_wells = 7\n", - "Kd_wells,lengths,masks = extract_Kd(Kd,n_wells=n_wells)\n", - "_,_,R_eff = fit_wells(grid.nodes[:,2], Kd_wells, masks, n_wells)\n", + "Kd_wells, lengths, masks = extract_Kd(Kd, n_wells=n_wells)\n", + "_, _, R_eff = fit_wells(grid.nodes[:, 2], Kd_wells, masks, n_wells)\n", "print(R_eff)" ] }, @@ -807,7 +857,7 @@ } ], "source": [ - "R_effs = jnp.array(get_value(eq,\"R_eff\",grid))\n", + "R_effs = jnp.array(get_value(eq, \"R_eff\", grid))\n", "print(R_effs)" ] }, @@ -825,7 +875,7 @@ } ], "source": [ - "diff = jnp.divide(jnp.abs(R_eff[1:6]-R_effs),R_effs)*100\n", + "diff = jnp.divide(jnp.abs(R_eff[1:6] - R_effs), R_effs) * 100\n", "print(f\"{diff}%\")" ] }, @@ -855,16 +905,14 @@ ], "source": [ "eq = get(\"precise_QA\")\n", - "iota_grid = LinearGrid(\n", - " rho=0.5\n", - ")\n", - "iota = np.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", - "grid = get_grid_for_testing(eq,iota,n_pol=2)\n", - "Kd = get_value(eq,\"Kd\",grid)\n", + "iota_grid = LinearGrid(rho=0.5)\n", + "iota = np.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + "grid = get_grid_for_testing(eq, iota, n_pol=2)\n", + "Kd = get_value(eq, \"Kd\", grid)\n", "print(f\"Iota is {iota}\")\n", "print(f\"NFP is {eq.NFP}\")\n", "plt.figure()\n", - "plt.plot(grid.nodes[:,2],Kd);" + "plt.plot(grid.nodes[:, 2], Kd);" ] }, { @@ -891,20 +939,16 @@ "metadata": {}, "outputs": [], "source": [ - "def find_well_relation(eq,n_pols=30):\n", - " iota_grid = LinearGrid(\n", - " rho=0.5\n", - " )\n", - " iota = np.abs(eq.compute(\"iota\",iota_grid)[\"iota\"][0])\n", + "def find_well_relation(eq, n_pols=30):\n", + " iota_grid = LinearGrid(rho=0.5)\n", + " iota = np.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", " ns = np.zeros(n_pols)\n", - " for i in range(1,n_pols+1):\n", - " grid = get_grid_for_testing(eq,iota,n_pol=i)\n", - " Kd = get_value(eq,\"Kd\",grid)\n", + " for i in range(1, n_pols + 1):\n", + " grid = get_grid_for_testing(eq, iota, n_pol=i)\n", + " Kd = get_value(eq, \"Kd\", grid)\n", " n = find_n_wells(Kd)\n", - " ns[i-1] = n\n", - " return ns\n", - "\n", - " " + " ns[i - 1] = n\n", + " return ns" ] }, { @@ -923,7 +967,7 @@ "outputs": [], "source": [ "n_pols = 30\n", - "ns = find_well_relation(eq,n_pols=n_pols)" + "ns = find_well_relation(eq, n_pols=n_pols)" ] }, { @@ -952,8 +996,8 @@ ], "source": [ "plt.figure()\n", - "plt.plot(np.linspace(1,n_pols,n_pols),ns)\n", - "slope = (ns[-1]-ns[1])/(len(ns)+3)\n", + "plt.plot(np.linspace(1, n_pols, n_pols), ns)\n", + "slope = (ns[-1] - ns[1]) / (len(ns) + 3)\n", "print(f\"Slope is : {slope}\")\n", "print(f\"NFP is : {eq.NFP}\")" ] diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index feb8dd982d..7b2b318d07 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -8,9 +8,10 @@ computational grid has a node on the magnetic axis to avoid potentially expensive computations. """ -from .data_index import register_compute_fun + from ..backend import jnp from ..integrals.critical_gradient import extract_Kd_wells, fit_Kd_wells +from .data_index import register_compute_fun _doc = { "n_wells": ( @@ -22,8 +23,6 @@ @register_compute_fun( name="Kd", - # Exact definition of the dimenstionless drift curvature can be found - # in https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 label="\\mathrm{cvdrift} = a^2\\nabla\\alpha\\cdot\\mathbf{b}\\times\\kappa", units="", units_long="", @@ -35,17 +34,15 @@ coordinates="rtz", data=["cvdrift", "|B|", "a"], ) - def _Kd(params, transforms, profiles, data, **kwargs): - data["Kd"] = ( - data["a"]**2*jnp.multiply(data["|B|"],data["cvdrift"]) - ) + # Exact definition of the dimenstionless drift curvature can be found + # in https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 + data["Kd"] = data["a"] ** 2 * jnp.multiply(data["|B|"], data["cvdrift"]) return data + @register_compute_fun( name="R_eff", - # Exact definition of the effective radius of curvature can be found - # in https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 label="R_eff", units="", units_long="", @@ -58,18 +55,19 @@ def _Kd(params, transforms, profiles, data, **kwargs): data=["Kd"], **_doc, ) - def _R_eff(params, transforms, profiles, data, **kwargs): + # Exact definition of the effective radius of curvature can be found + # in https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.L032028 grid = transforms["grid"].source_grid - n_wells = kwargs.get("n_wells",5) - Kd_wells,_,masks = extract_Kd_wells(data["Kd"],n_wells=n_wells) - _,_,R_eff = fit_Kd_wells(grid.nodes[:,2],Kd_wells, masks, n_wells=n_wells) + n_wells = kwargs.get("n_wells", 5) + Kd_wells, _, masks = extract_Kd_wells(data["Kd"], n_wells=n_wells) + _, _, R_eff = fit_Kd_wells(grid.nodes[:, 2], Kd_wells, masks, n_wells=n_wells) data["R_eff"] = R_eff return data + @register_compute_fun( name="L_par", - # Parallel connection length defined as width of Kd wells label="L_par", units="", units_long="", @@ -80,12 +78,13 @@ def _R_eff(params, transforms, profiles, data, **kwargs): profiles=[], coordinates="rtz", data=["Kd"], + **_doc, ) - def _L_par(params, transforms, profiles, data, **kwargs): + # Parallel connection length defined as width of Kd wells grid = transforms["grid"].source_grid - n_wells = kwargs.get("n_wells",5) - _,length_wells,_ = extract_Kd_wells(data["Kd"],n_wells=n_wells,order=True) - L_par = jnp.diff(grid.nodes[:,2])[0]*length_wells + n_wells = kwargs.get("n_wells", 5) + _, length_wells, _ = extract_Kd_wells(data["Kd"], n_wells=n_wells, order=True) + L_par = jnp.diff(grid.nodes[:, 2])[0] * length_wells data["L_par"] = L_par return data diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py index 72153a827a..eae6da9811 100644 --- a/desc/integrals/critical_gradient.py +++ b/desc/integrals/critical_gradient.py @@ -1,63 +1,96 @@ -'''Methods for computing the critical gradient and effective radius of curvature''' +"""Methods for computing the critical gradient and effective radius of curvature.""" -from desc.backend import jnp, jit import functools +from desc.backend import jit, jnp -# @functools.partial(jit,static_argnames=["n_wells","order"]) -def extract_Kd_wells(Kd,n_wells=5,order=False): + +@functools.partial(jit, static_argnames=["n_wells", "order"]) +def extract_Kd_wells(Kd, n_wells=5, order=False): + """Extract wells from the Kd array by identifying sign changes. + + This function detects regions where the Kd values transition between + positive and negative, creating a specified number of wells. + It can also sort the wells by their lengths if desired. + + Parameters + ---------- + Kd : jnp.ndarray + 1D array of Kd values. + n_wells : int + Number of wells to extract from Kd. + order : bool + Whether to sort the wells by their lengths in descending order. + + Returns + ------- + Kd_wells : jnp.ndarray + 2D array where each row corresponds to the Kd values of an extracted well. + lengths_wells : jnp.ndarray + 1D array containing the lengths of each extracted well. + masks_wells : jnp.ndarray + 2D boolean array indicating which Kd values belong to each well. + """ # Step 1: Identify sign changes in Kd signs = jnp.sign(Kd) - + # Create masks for positive and negative crossings of the same size as Kd positive_crossings = jnp.zeros_like(Kd, dtype=bool) negative_crossings = jnp.zeros_like(Kd, dtype=bool) # Set negative crossings (from positive to negative) - negative_crossings = negative_crossings.at[:-1].set((signs[:-1] == 1) & (signs[1:] == -1)) + negative_crossings = negative_crossings.at[:-1].set( + (signs[:-1] == 1) & (signs[1:] == -1) + ) # Set positive crossings (from negative to positive) - positive_crossings = positive_crossings.at[:-1].set((signs[:-1] == -1) & (signs[1:] == 1)) + positive_crossings = positive_crossings.at[:-1].set( + (signs[:-1] == -1) & (signs[1:] == 1) + ) # Create cumulative sums for positive and negative crossings cumulative_positive = jnp.cumsum(positive_crossings) cumulative_negative = jnp.cumsum(negative_crossings) - Kd_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Initialize with zeros + Kd_wells = jnp.zeros( + (n_wells, Kd.shape[0]), dtype=Kd.dtype + ) # Initialize with zeros lengths_wells = jnp.zeros(n_wells, dtype=int) masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) # Use a loop to fill the lengths array - for i in range(1,n_wells+1): + for i in range(1, n_wells + 1): # Create well masks - well_mask = (cumulative_negative == i) & (cumulative_negative == cumulative_positive) + well_mask = (cumulative_negative == i) & ( + cumulative_negative == cumulative_positive + ) # Fill the corresponding row in the masks array - well_values = jnp.where(well_mask,Kd,0) + well_values = jnp.where(well_mask, Kd, 0) # Store the well values in the corresponding row - Kd_wells = Kd_wells.at[i-1, :well_values.size].set(well_values) - masks_wells = masks_wells.at[i-1, :well_values.size].set(well_mask.astype(Kd.dtype)) # Store mask as row - lengths_wells = lengths_wells.at[i-1].set(well_mask.sum()) + Kd_wells = Kd_wells.at[i - 1, : well_values.size].set(well_values) + masks_wells = masks_wells.at[i - 1, : well_values.size].set( + well_mask.astype(Kd.dtype) + ) # Store mask as row + lengths_wells = lengths_wells.at[i - 1].set(well_mask.sum()) - if order : + if order: # Sort wells by lengths sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order Kd_wells = Kd_wells[sort_indices] lengths_wells = lengths_wells[sort_indices] - # return Kd_wells[0:n_return], lengths_wells[0:n_return], masks_wells[0:n_return] return Kd_wells, lengths_wells, masks_wells - -# @jit +@jit def weighted_least_squares(l, Kd, mask): - """ - Perform a weighted least-squares quadratic fit: - Kd(l) = R_eff_inv * (1 - (l - lc)^2 / ln^2) + """Perform a weighted least-squares quadratic fit of Kd. + + Performs a fit of the form Kd(l) = R_eff_inv * (1 - (l - lc)^2 / ln^2) using only the values where the mask is True. - Parameters: - ----------- + Parameters + ---------- l : jnp.ndarray The coordinate array for the well. Kd : jnp.ndarray @@ -65,8 +98,8 @@ def weighted_least_squares(l, Kd, mask): mask : jnp.ndarray (bool) A mask indicating the valid part of the well. - Returns: - -------- + Returns + ------- R_eff_inv, ln_squared : float Fitted parameters for the quadratic fit. """ @@ -94,14 +127,12 @@ def weighted_least_squares(l, Kd, mask): return R_eff_inv, ln_squared - -# @functools.partial(jit, static_argnames="n_wells") +@functools.partial(jit, static_argnames="n_wells") def fit_Kd_wells(l, Kd_wells, masks, n_wells=5): - """ - Fit the quadratic function to each well using masks. + """Fit the quadratic function to each well using masks. Parameters - ----------- + ---------- l : jnp.ndarray The coordinate array (same for all wells). Kd_wells : jnp.ndarray @@ -111,8 +142,8 @@ def fit_Kd_wells(l, Kd_wells, masks, n_wells=5): n_wells : int Number of wells to fit. - Returns: - -------- + Returns + ------- R_eff_inv_array, ln_squared_array : jnp.ndarray Arrays containing the fitted parameters for each well. """ @@ -129,7 +160,7 @@ def fit_Kd_wells(l, Kd_wells, masks, n_wells=5): # Store the results R_eff_inv_array = R_eff_inv_array.at[i].set(R_eff_inv) ln_squared_array = ln_squared_array.at[i].set(ln_squared) - - R_eff_array = jnp.abs(1/R_eff_inv_array) - return R_eff_inv_array, ln_squared_array, R_eff_array \ No newline at end of file + R_eff_array = jnp.abs(1 / R_eff_inv_array) + + return R_eff_inv_array, ln_squared_array, R_eff_array diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 056de323f4..a94bc6f713 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -1,289 +1,17 @@ -'''Objectives to target turbulent transport''' -import numpy as np +"""Objectives to target turbulent transport.""" -from desc.compute.utils import _compute as compute_fun -from desc.compute.utils import get_profiles, get_transforms, get_params from desc.backend import jnp +from desc.compute.utils import _compute as compute_fun +from desc.compute.utils import get_params, get_profiles, get_transforms +from desc.grid import LinearGrid from desc.utils import Timer -from desc.grid import LinearGrid from .objective_funs import _Objective -from ..equilibrium.coords import get_rtz_grid - -# class EffectiveRadius(_Objective): -# '''The effective radius of curvature is a proxy for turbulent transport -# TODO Finish descirption - -# Parameters -# ---------- -# eq : Equilibrium -# Equilibrium that will be optimized to satisfy the Objective. -# target : {float, ndarray, callable}, optional -# Target value(s) of the objective. Only used if bounds is None. -# Must be broadcastable to Objective.dim_f. -# bounds : tuple of {float, ndarray, callable}, optional -# Lower and upper bounds on the objective. Overrides target. -# Both bounds must be broadcastable to Objective.dim_f. -# weight : {float, ndarray}, optional -# Weighting to apply to the Objective, relative to other Objectives. -# Must be broadcastable to Objective.dim_f -# normalize : bool, optional -# This quantity is already normalized so this parameter is ignored. -# Whether to compute the error in physical units or non-dimensionalize. -# normalize_target : bool, optional -# Whether target and bounds should be normalized before comparing to computed -# values. If `normalize` is ``True`` and the target is in physical units, -# this should also be set to True. -# loss_function : {None, 'mean', 'min', 'max'}, optional -# Loss function to apply to the objective values once computed. This loss function -# is called on the raw compute value, before any shifting, scaling, or -# normalization. -# deriv_mode : {"auto", "fwd", "rev"} -# Specify how to compute Jacobian matrix, either forward mode or reverse mode AD. -# "auto" selects forward or reverse mode based on the size of the input and output -# of the objective. Has no effect on self.grad or self.hess which always use -# reverse mode and forward over reverse mode respectively. -# rho : ndarray -# Unique coordinate values specifying flux surfaces to compute on. -# defaults to 0.5 surface -# alpha : ndarray -# Unique coordinate values specifying field line labels to compute on. -# defaults to 0 -# n_pol : int -# Number of poloidal transits to follow field line. -# knots_per_transit : int -# Number of points per poloidal transit at which to sample data along field -# line. Default is 200. -# grid : Collocation grid containing the nodes used to compute the drift curvature and fit the drift wells -# Defaults to TODO -# n_wells : Number of wells to fit -# Defaults to 10 -# target_type : {"max", "mean", "all"} -# Whether to target only the largest value of R_eff, the average of the values along the field line -# or all the values at the same time TODO see if all is possible -# Defaults to max -# name : str, optional -# Name of the objective function. -# ''' - -# # _coordinates = "rtz" -# # _coordinates = "" -# _scalar = False -# _units = "~" -# _print_value_fmt = "Effective radius of curvature R_eff: " - -# def __init__( -# self, -# eq, -# target=None, -# bounds=None, -# weight=1, -# normalize=True, -# normalize_target=True, -# loss_function=None, -# deriv_mode="auto", -# rho=0.5, # TODO make more outside -# alpha=0.0, -# n_pol=10, -# knots_per_transit=200, -# grid = None, -# n_wells=10, -# target_type = "max", -# name="Effective radius", -# ): -# if target is None and bounds is None: -# target = 0.0 -# self._rho = rho -# self._alpha = alpha -# self._n_pol = n_pol -# self._knots_per_transit = knots_per_transit -# self._grid = grid -# self._n_wells = n_wells -# self._target_type = target_type -# super().__init__( -# things=eq, -# target=target, -# bounds=bounds, -# weight=weight, -# normalize=normalize, -# normalize_target=normalize_target, -# loss_function=loss_function, -# deriv_mode=deriv_mode, -# name=name, -# ) - -# def build(self, eq=None, use_jit=True, verbose=1): -# """Build constant arrays. - -# Parameters -# ---------- -# eq : Equilibrium, optional -# Equilibrium that will be optimized to satisfy the Objective. -# use_jit : bool, optional -# Whether to just-in-time compile the objective and derivatives. -# verbose : int, optional -# Level of output. - -# """ -# eq = self.things[0] - -# # we need a uniform grid to get correct surface averages for iota -# iota_grid = LinearGrid( -# rho=self._rho, -# M=eq.M_grid, -# N=eq.N_grid, -# NFP=eq.NFP, -# ) -# self._iota_keys = ["iota", "iota_r", "shear"] -# iota_profiles = get_profiles(self._iota_keys, obj=eq, grid=iota_grid) -# iota_transforms = get_transforms(self._iota_keys, obj=eq, grid=iota_grid) - -# # Separate grid to calculate the right length scale for normalization -# len_grid = LinearGrid(rho=1.0, M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP) -# self._len_keys = ["a"] -# len_profiles = get_profiles(self._len_keys, obj=eq, grid=len_grid) -# len_transforms = get_transforms(self._len_keys, obj=eq, grid=len_grid) - -# if self._grid is None: -# # Get value of iota on the chosen surface -# iota_grid = get_rtz_grid( -# eq, -# jnp.array(self._rho), -# jnp.array(self._alpha), -# jnp.array(0), -# coordinates="rtz", -# period=(jnp.inf,2*jnp.pi,jnp.inf), -# ) -# iota = jnp.abs(eq.compute("iota",grid=iota_grid)["iota"][1] -# n_tor = self._n_pol/(iota*eq.NFP) -# grid = get_rtz_grid( -# eq, -# jnp.array(self._rho), -# jnp.array(self._alpha), -# jnp.linspace(0,2*n_tor*jnp.pi,self._n_pol*self._knots_per_transit), -# coordinates="raz", -# iota = iota, -# period=(jnp.inf,2*jnp.pi,jnp.inf), -# ) -# else : -# grid = self._grid -# # Optimize on all ("all") wells or optimize on a single well ("max" or "mean") -# if self._target_type == "all": -# self._dim_f = self._n_wells -# else : -# self._dim_f = 1 -# self._data_keys = ["R_eff"] -# timer = Timer() -# if verbose > 0: -# print("Precomputing transforms") -# timer.start("Precomputing transforms") - -# profiles = get_profiles(self._data_keys, obj=eq, grid=grid) -# transforms = get_transforms(self._data_keys, obj=eq, grid=grid) - -# zeta = jnp.linspace(0,2*jnp.pi * self._n_pol, self._n_pol * self._knots_per_transit) - -# self._args = get_params( -# self._iota_keys + self._len_keys + self._data_keys, -# obj="desc.equilibrium.equilibrium.Equilibrium", -# has_axis=False, -# ) - -# self._constants = { -# "iota_transforms": iota_transforms, -# "iota_profiles": iota_profiles, -# "len_transforms": len_transforms, -# "len_profiles": len_profiles, -# "transforms": transforms, -# "profiles": profiles, -# "rho": self._rho, -# "alpha": self._alpha, -# "zeta": zeta, -# } - -# timer.stop("Precomputing transforms") -# if verbose > 1: -# timer.disp("Precomputing transforms") - -# super().build(use_jit=use_jit, verbose=verbose) - -# def compute(self, params, constants=None): -# """Compute effective radius - -# Parameters -# ---------- -# params : dict -# Dictionary of equilibrium degrees of freedom, eg Equilibrium.params_dict -# constants : dict -# Dictionary of constant data, eg transforms, profiles etc. Defaults to -# self.constants - -# Returns -# ------- -# R_eff : float/ndarray -# if target_mode is max/mean, maximum or average effective radius along the field line -# if target_mode is all, array or effective radii along the field line -# """ -# eq = self.things[0] - -# if constants is None: -# constants = self.constants - -# # we first compute iota on a uniform grid to get correct averaging etc. -# iota_data = compute_fun( -# eq, -# self._iota_keys, -# params=params, -# transforms=constants["iota_transforms"], -# profiles=constants["iota_profiles"], -# ) - -# len_data = compute_fun( -# eq, -# self._len_keys, -# params=params, -# transforms=constants["len_transforms"], -# profiles=constants["len_profiles"], -# ) - -# # we prime the data dict with the correct iota values so we don't recompute them -# # using the wrong grid -# data = { -# "iota": iota_data["iota"][0], -# "iota_r": iota_data["iota_r"][0], -# "shear": iota_data["shear"][0], -# "a" : len_data["a"], -# } - -# # grid = eq.get_rtz_grid( -# # rho, -# # alpha, -# # zeta, -# # coordinates="raz", -# # iota = data["iota"], -# # period=(jnp.inf, 2 * jnp.pi, jnp.inf), -# # params=params, -# # ) - -# data = compute_fun( -# eq, -# self._data_keys, -# params=params, -# transforms=constants["transforms"], -# profiles=constants["profiles"], -# # get_transforms(self._data_keys, eq, self._grid, jitable=True), -# # profiles=get_profiles(self._data_keys, eq, self._grid), -# data=data, -# ) -# return data["R_eff"] -# # if self._target_type == "max": -# # return jnp.max(data["R_eff"]) -# # else : -# # return jnp.mean(data["R_eff"]) class EffectiveRadius(_Objective): - '''The effective radius of curvature is a proxy for turbulent transport + """The effective radius is a proxy for turbulent transport. + TODO Finish descirption Parameters @@ -292,7 +20,7 @@ class EffectiveRadius(_Objective): Equilibrium that will be optimized to satisfy the Objective. target : {float, ndarray, callable}, optional Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. + Must be broadcastable to Objective.dim_f. bounds : tuple of {float, ndarray, callable}, optional Lower and upper bounds on the objective. Overrides target. Both bounds must be broadcastable to Objective.dim_f. @@ -326,63 +54,58 @@ class EffectiveRadius(_Objective): knots_per_transit : int Number of points per poloidal transit at which to sample data along field line. Default is 200. - grid : Collocation grid containing the nodes used to compute the drift curvature and fit the drift wells - Defaults to TODO n_wells : Number of wells to fit Defaults to 10 target_type : {"max", "mean", "all"} - Whether to target only the largest value of R_eff, the average of the values along the field line - or all the values at the same time TODO see if all is possible + Whether to target only the largest value of R_eff, + the average of the values along the field line, + or all the values at the same time. Defaults to max name : str, optional Name of the objective function. - ''' + """ - # _coordinates = "rtz" - # _coordinates = "" _scalar = False _units = "~" _print_value_fmt = "Effective radius of curvature R_eff: " - + def __init__( - self, - eq, - target=None, - bounds=None, - weight=1, - normalize=True, - normalize_target=True, - loss_function=None, - deriv_mode="auto", - rho=0.5, # TODO make more outside - alpha=0.0, - n_pol=10, - knots_per_transit=200, - grid = None, - n_wells=10, - target_type = "all", - name="Effective radius", - ): - if target is None and bounds is None: - target = 0.0 - self._rho = rho - self._alpha = alpha - self._n_pol = n_pol - self._knots_per_transit = knots_per_transit - self._grid = grid - self._n_wells = n_wells - self._target_type = target_type - super().__init__( - things=eq, - target=target, - bounds=bounds, - weight=weight, - normalize=normalize, - normalize_target=normalize_target, - loss_function=loss_function, - deriv_mode=deriv_mode, - name=name, - ) + self, + eq, + target=None, + bounds=None, + weight=1, + normalize=True, + normalize_target=True, + loss_function=None, + deriv_mode="auto", + rho=0.5, # TODO make more outside + alpha=0.0, + n_pol=10, + knots_per_transit=200, + n_wells=10, + target_type="all", + name="Effective radius", + ): + if target is None and bounds is None: + target = 0.0 + self._rho = rho + self._alpha = alpha + self._n_pol = n_pol + self._knots_per_transit = knots_per_transit + self._n_wells = n_wells + self._target_type = target_type + super().__init__( + things=eq, + target=target, + bounds=bounds, + weight=weight, + normalize=normalize, + normalize_target=normalize_target, + loss_function=loss_function, + deriv_mode=deriv_mode, + name=name, + ) def build(self, eq=None, use_jit=True, verbose=1): """Build constant arrays. @@ -419,7 +142,7 @@ def build(self, eq=None, use_jit=True, verbose=1): # Optimize on all ("all") wells or optimize on a single well ("max" or "mean") if self._target_type == "all": self._dim_f = self._n_wells - else : + else: self._dim_f = 1 self._data_keys = ["R_eff"] timer = Timer() @@ -434,7 +157,7 @@ def build(self, eq=None, use_jit=True, verbose=1): ) self._hyperparameters = { - "n_wells" : self._n_wells, + "n_wells": self._n_wells, } self._constants = { @@ -455,7 +178,7 @@ def build(self, eq=None, use_jit=True, verbose=1): super().build(use_jit=use_jit, verbose=verbose) def compute(self, params, constants=None): - """Compute effective radius + """Compute effective radius. Parameters ---------- @@ -468,8 +191,9 @@ def compute(self, params, constants=None): Returns ------- R_eff : float/ndarray - if target_mode is max/mean, maximum or average effective radius along the field line - if target_mode is all, array or effective radii along the field line + if target_mode is max/mean, maximum or average effective radius + along the field line. + if target_mode is all, array or effective radii along the field line """ eq = self.things[0] @@ -500,23 +224,21 @@ def compute(self, params, constants=None): "iota": iota_data["iota"][0], "iota_r": iota_data["iota_r"][0], "shear": iota_data["shear"][0], - "a" : len_data["a"], + "a": len_data["a"], } - n_tor = self._n_pol/(data["iota"]*eq.NFP) - zeta = jnp.linspace(0,2*jnp.pi*n_tor, self._n_pol * self._knots_per_transit) + n_tor = self._n_pol / (data["iota"] * eq.NFP) + zeta = jnp.linspace( + 0, 2 * jnp.pi * n_tor, self._n_pol * self._knots_per_transit + ) - # if self._grid is None: - # # Get value of iota on the chosen surface grid = eq.get_rtz_grid( rho, alpha, zeta, coordinates="raz", - iota = data["iota"], - period=(jnp.inf,2*jnp.pi,jnp.inf), + iota=data["iota"], + period=(jnp.inf, 2 * jnp.pi, jnp.inf), ) - # else : - # grid = self._grid data = compute_fun( eq, @@ -530,17 +252,15 @@ def compute(self, params, constants=None): if self._target_type == "max": return jnp.max(data["R_eff"]) - elif self._target_type == "mean" : + elif self._target_type == "mean": return jnp.mean(data["R_eff"]) - elif self._target_type == "all" : + elif self._target_type == "all": return data["R_eff"] - - - class ParallelConnectionLength(_Objective): - '''The parallel connection length is a proxy for turbulent transport + """The parallel connection length is a proxy for turbulent transport. + TODO Finish descirption Parameters @@ -549,7 +269,7 @@ class ParallelConnectionLength(_Objective): Equilibrium that will be optimized to satisfy the Objective. target : {float, ndarray, callable}, optional Target value(s) of the objective. Only used if bounds is None. - Must be broadcastable to Objective.dim_f. + Must be broadcastable to Objective.dim_f. bounds : tuple of {float, ndarray, callable}, optional Lower and upper bounds on the objective. Overrides target. Both bounds must be broadcastable to Objective.dim_f. @@ -583,57 +303,52 @@ class ParallelConnectionLength(_Objective): knots_per_transit : int Number of points per poloidal transit at which to sample data along field line. Default is 200. - grid : Collocation grid containing the nodes used to compute the drift curvature and fit the drift wells - Defaults to TODO target_type : {"max", "mean", "all"} - Whether to target only the largest value of R_eff, the average of the values along the field line + Whether to target only the largest value of R_eff, + the average of the values along the field line, or all the values at the same time TODO see if all is possible Defaults to max name : str, optional Name of the objective function. - ''' + """ - _coordinates = "" # Parallel connection length is a scalar parameter of each drift well - _units = "~" - _print_value_fmt = "Parallel connection length L_par: " - def __init__( - self, - eq, - target=None, - bounds=None, - weight=1, - normalize=True, - normalize_target=True, - loss_function=None, - deriv_mode="auto", - rho=0.5, # TODO make more outside - alpha=0.0, - n_pol=10, - knots_per_transit=200, - grid = None, - target_type = "max", - name="Parallel connection length", - ): - if target is None and bounds is None: - target = 0.0 - self._rho = rho - self._alpha = alpha - self._n_pol = n_pol - self._knots_per_transit = knots_per_transit - self._grid = grid - self._target_type = target_type - super().__init__( - things=eq, - target=target, - bounds=bounds, - weight=weight, - normalize=normalize, - normalize_target=normalize_target, - loss_function=loss_function, - deriv_mode=deriv_mode, - name=name, - ) + self, + eq, + target=None, + bounds=None, + weight=1, + normalize=True, + normalize_target=True, + loss_function=None, + deriv_mode="auto", + rho=0.5, # TODO make more outside + alpha=0.0, + n_pol=10, + knots_per_transit=200, + n_wells=10, + target_type="all", + name="Parallel connection length", + ): + if target is None and bounds is None: + target = 0.0 + self._rho = rho + self._alpha = alpha + self._n_pol = n_pol + self._knots_per_transit = knots_per_transit + self._n_wells = n_wells + self._target_type = target_type + super().__init__( + things=eq, + target=target, + bounds=bounds, + weight=weight, + normalize=normalize, + normalize_target=normalize_target, + loss_function=loss_function, + deriv_mode=deriv_mode, + name=name, + ) def build(self, eq=None, use_jit=True, verbose=1): """Build constant arrays. @@ -667,56 +382,36 @@ def build(self, eq=None, use_jit=True, verbose=1): len_profiles = get_profiles(self._len_keys, obj=eq, grid=len_grid) len_transforms = get_transforms(self._len_keys, obj=eq, grid=len_grid) - if self._grid is None: - # Get value of iota on the chosen surface - iota_grid = get_rtz_grid( - eq, - jnp.array(self._rho), - jnp.array(self._alpha), - jnp.array(0), - coordinates="rtz", - period=(jnp.inf,2*jnp.pi,jnp.inf), - ) - iota = eq.compute("iota",grid=iota_grid)["iota"][1] - n_tor = self._n_pol/(iota*eq.NFP) - grid = get_rtz_grid( - eq, - jnp.array(self._rho), - jnp.array(self._alpha), - jnp.linspace(0,2*n_tor*jnp.pi,self._n_pol*self._knots_per_transit), - coordinates="raz", - period=(jnp.inf,2*jnp.pi,jnp.inf), - ) - else : - grid = self._grid - self._dim_f = 1 + if self._target_type == "all": + self._dim_f = self._n_wells + else: + self._dim_f = 1 + self._data_keys = ["L_par"] timer = Timer() if verbose > 0: print("Precomputing transforms") timer.start("Precomputing transforms") - profiles = get_profiles(self._data_keys, obj=eq, grid=grid) - transforms = get_transforms(self._data_keys, obj=eq, grid=grid) - - zeta = jnp.linspace(0,2*jnp.pi * self._n_pol, self._n_pol * self._knots_per_transit) - self._args = get_params( self._iota_keys + self._len_keys + self._data_keys, obj="desc.equilibrium.equilibrium.Equilibrium", has_axis=False, ) + self._hyperparameters = { + "n_wells": self._n_wells, + } + self._constants = { "iota_transforms": iota_transforms, "iota_profiles": iota_profiles, "len_transforms": len_transforms, "len_profiles": len_profiles, - "transforms": transforms, - "profiles": profiles, "rho": self._rho, "alpha": self._alpha, - "zeta": zeta, + "n_wells": self._n_wells, + "quad_weights": 1.0, } timer.stop("Precomputing transforms") @@ -726,7 +421,7 @@ def build(self, eq=None, use_jit=True, verbose=1): super().build(use_jit=use_jit, verbose=verbose) def compute(self, params, constants=None): - """Compute parallel connection length + """Compute parallel connection length. Parameters ---------- @@ -739,16 +434,15 @@ def compute(self, params, constants=None): Returns ------- L_par : float/ndarray - if target_mode is max/mean, maximum or average parallel connection length along the field line - if target_mode is all, array or effective radii along the field line + if target_mode is max/mean, maximum or average parallel connection length + along the field line. + if target_mode is all, array of L_par along the field line """ eq = self.things[0] if constants is None: constants = self.constants - # rho, alpha, zeta = constants["rho"], constants["alpha"], constants["zeta"] - # we first compute iota on a uniform grid to get correct averaging etc. iota_data = compute_fun( eq, @@ -766,32 +460,42 @@ def compute(self, params, constants=None): profiles=constants["len_profiles"], ) + rho, alpha = constants["rho"], constants["alpha"] # we prime the data dict with the correct iota values so we don't recompute them # using the wrong grid data = { "iota": iota_data["iota"][0], "iota_r": iota_data["iota_r"][0], "shear": iota_data["shear"][0], - "a" : len_data["a"], + "a": len_data["a"], } + n_tor = self._n_pol / (data["iota"] * eq.NFP) + zeta = jnp.linspace( + 0, 2 * jnp.pi * n_tor, self._n_pol * self._knots_per_transit + ) - # grid = eq.get_rtz_grid( - # rho, - # alpha, - # zeta, - # coordinates="raz", - # iota = data["iota"], - # period=(jnp.inf, 2 * jnp.pi, jnp.inf), - # params=params, - # ) + grid = eq.get_rtz_grid( + rho, + alpha, + zeta, + coordinates="raz", + iota=data["iota"], + period=(jnp.inf, 2 * jnp.pi, jnp.inf), + ) data = compute_fun( eq, self._data_keys, - params, - get_transforms(self._data_keys, eq, self._grid, jitable=True), - profiles=get_profiles(self._data_keys, eq, self._grid), + params=params, + transforms=get_transforms(self._data_keys, eq, grid, jitable=True), + profiles=get_profiles(self._data_keys, eq, grid), data=data, + **self._hyperparameters, ) - return jnp.mean(data["L_par"]) + if self._target_type == "max": + return jnp.max(data["L_par"]) + elif self._target_type == "mean": + return jnp.mean(data["L_par"]) + elif self._target_type == "all": + return data["L_par"] diff --git a/zonal_flow.ipynb b/zonal_flow.ipynb index 02303f8574..cbd7221aac 100644 --- a/zonal_flow.ipynb +++ b/zonal_flow.ipynb @@ -38,6 +38,7 @@ "import desc.io\n", "from desc.equilibrium.coords import get_rtz_grid\n", "from desc.grid import Grid\n", + "\n", "# from desc.compute.utils import dot\n", "from desc.backend import jnp\n", "from desc.plotting import plot_surfaces" @@ -60,15 +61,17 @@ "outputs": [], "source": [ "# Function to get value of a parameter directly\n", - "def get_value(eq,name,grid):\n", - " return eq.compute(name,grid=grid)[name]\n", + "def get_value(eq, name, grid):\n", + " return eq.compute(name, grid=grid)[name]\n", + "\n", "\n", - "def get_arc_length (diff_l,grid):\n", + "def get_arc_length(diff_l, grid):\n", " # Integrate differential length along field line with respect to zeta\n", - " return cumulative_trapezoid(diff_l,x=grid.source_grid.nodes[:,2],initial=0)\n", + " return cumulative_trapezoid(diff_l, x=grid.source_grid.nodes[:, 2], initial=0)\n", + "\n", "\n", "# Function to get the straight field line coordinate system\n", - "def get_field_line_grid(eq,rho=0.5,alpha=0,n_pol = 4,n_points = 200):\n", + "def get_field_line_grid(eq, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", " # Get initial grid to get iota value\n", " initial_grid = get_rtz_grid(\n", " eq,\n", @@ -77,20 +80,20 @@ " np.array(alpha),\n", " np.array(0),\n", " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf)\n", + " period=(np.inf, 2 * np.pi, np.inf),\n", " )\n", - " iota = np.abs(get_value(eq,\"iota\",initial_grid)[1])\n", + " iota = np.abs(get_value(eq, \"iota\", initial_grid)[1])\n", " NFP = eq.NFP\n", - " n_tor = n_pol/(iota*NFP)\n", + " n_tor = n_pol / (iota * NFP)\n", " good_grid = get_rtz_grid(\n", " eq,\n", " np.array(np.sqrt(rho)),\n", " # np.array(rho),\n", " np.array(alpha),\n", " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " np.linspace(0, 2 * n_tor * np.pi, n_points * n_pol),\n", " coordinates=\"raz\",\n", - " period=(np.inf,2*np.pi,np.inf),\n", + " period=(np.inf, 2 * np.pi, np.inf),\n", " )\n", " return good_grid" ] @@ -102,11 +105,11 @@ "outputs": [], "source": [ "eq = eq_w7x.copy()\n", - "grid = get_field_line_grid(eq,n_pol=10)\n", - "kappa_g = get_value(eq,\"kappa_g\",grid)\n", - "diff_l = get_value(eq,\"|e_zeta|r,a|\",grid)\n", - "l = get_arc_length(diff_l,grid)\n", - "a = get_value(eq,\"a\",grid)\n", + "grid = get_field_line_grid(eq, n_pol=10)\n", + "kappa_g = get_value(eq, \"kappa_g\", grid)\n", + "diff_l = get_value(eq, \"|e_zeta|r,a|\", grid)\n", + "l = get_arc_length(diff_l, grid)\n", + "a = get_value(eq, \"a\", grid)\n", "# l = l/a" ] }, @@ -120,18 +123,22 @@ "import matplotlib.pyplot as plt\n", "from scipy.optimize import curve_fit\n", "\n", + "\n", "# Define the sinusoidal fit function: κG,fit = |A|sin(2πl/LG)\n", "def geodesic_curvature_fit(l, A, L_G):\n", " return np.abs(A) * np.sin(2 * np.pi * l / L_G)\n", "\n", + "\n", "# Function to compute, fit, and plot geodesic curvature\n", "def fit_and_plot_geodesic_curvature(l, kappa_g):\n", " # Initial guess for the fit parameters [Amplitude, L_G]\n", " initial_guess = [np.max(kappa_g), 12]\n", "\n", " # Fit the geodesic curvature to the periodic form\n", - " params, params_covariance = curve_fit(geodesic_curvature_fit, l, kappa_g,p0=initial_guess,maxfev=5000)\n", - " \n", + " params, params_covariance = curve_fit(\n", + " geodesic_curvature_fit, l, kappa_g, p0=initial_guess, maxfev=5000\n", + " )\n", + "\n", " # Extract fitted parameters\n", " A_fit, L_G_fit = params\n", "\n", @@ -140,11 +147,16 @@ "\n", " # Plotting the original data and the fit\n", " plt.figure(figsize=(10, 6))\n", - " plt.plot(l, kappa_g, 'b-', label='Geodesic Curvature (Data)')\n", - " plt.plot(l, kappa_g_fit, 'r--', label=f'Fit: |A|sin(2πl/LG)\\n|A| = {A_fit:.3f}, LG = {L_G_fit:.3f}')\n", - " plt.xlabel('l (coordinate along field line)')\n", - " plt.ylabel('κG (Geodesic Curvature)')\n", - " plt.title('Geodesic Curvature Fit')\n", + " plt.plot(l, kappa_g, \"b-\", label=\"Geodesic Curvature (Data)\")\n", + " plt.plot(\n", + " l,\n", + " kappa_g_fit,\n", + " \"r--\",\n", + " label=f\"Fit: |A|sin(2πl/LG)\\n|A| = {A_fit:.3f}, LG = {L_G_fit:.3f}\",\n", + " )\n", + " plt.xlabel(\"l (coordinate along field line)\")\n", + " plt.ylabel(\"κG (Geodesic Curvature)\")\n", + " plt.title(\"Geodesic Curvature Fit\")\n", " plt.legend()\n", " plt.grid(True)\n", " plt.show()\n", @@ -179,7 +191,7 @@ } ], "source": [ - "fit_and_plot_geodesic_curvature(l,kappa_g)" + "fit_and_plot_geodesic_curvature(l, kappa_g)" ] }, { @@ -194,15 +206,17 @@ "\n", " # Perform the FFT\n", " fft_vals = np.fft.fft(kappa_g_detrended)\n", - " fft_freqs = np.fft.fftfreq(len(kappa_g), d=(l[1] - l[0])) # Calculate the frequencies\n", - " \n", + " fft_freqs = np.fft.fftfreq(\n", + " len(kappa_g), d=(l[1] - l[0])\n", + " ) # Calculate the frequencies\n", + "\n", " # Compute the power spectrum (magnitude of FFT values)\n", - " power_spectrum = np.abs(fft_vals)**2\n", + " power_spectrum = np.abs(fft_vals) ** 2\n", "\n", " # Find the index of the peak in the power spectrum (ignoring the zero frequency)\n", " positive_freqs = fft_freqs > 0 # Only consider positive frequencies\n", " peak_index = np.argmax(power_spectrum[positive_freqs])\n", - " \n", + "\n", " # Get the corresponding dominant frequency\n", " dominant_frequency = fft_freqs[positive_freqs][peak_index]\n", "\n", @@ -211,10 +225,15 @@ "\n", " # Plot the power spectrum\n", " plt.figure(figsize=(10, 6))\n", - " plt.plot(fft_freqs[positive_freqs], power_spectrum[positive_freqs], 'b-', label='Power Spectrum')\n", - " plt.xlabel('Frequency')\n", - " plt.ylabel('Power')\n", - " plt.title('Power Spectrum of Geodesic Curvature Signal')\n", + " plt.plot(\n", + " fft_freqs[positive_freqs],\n", + " power_spectrum[positive_freqs],\n", + " \"b-\",\n", + " label=\"Power Spectrum\",\n", + " )\n", + " plt.xlabel(\"Frequency\")\n", + " plt.ylabel(\"Power\")\n", + " plt.title(\"Power Spectrum of Geodesic Curvature Signal\")\n", " plt.grid(True)\n", " plt.legend()\n", " plt.show()\n", @@ -222,8 +241,7 @@ " print(f\"Dominant Frequency: {dominant_frequency}\")\n", " print(f\"Estimated Periodicity: {periodicity}\")\n", "\n", - " return periodicity\n", - "\n" + " return periodicity" ] }, { @@ -261,7 +279,7 @@ } ], "source": [ - "find_periodicity(l,kappa_g)" + "find_periodicity(l, kappa_g)" ] }, { From 56fdce495d87fc9b9e14794d7afe556587615bef Mon Sep 17 00:00:00 2001 From: kfrybes Date: Fri, 25 Oct 2024 10:50:48 -0400 Subject: [PATCH 10/23] add mask sorting to extract_Kd_wells function --- desc/integrals/critical_gradient.py | 1 + 1 file changed, 1 insertion(+) diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py index eae6da9811..ec08af469c 100644 --- a/desc/integrals/critical_gradient.py +++ b/desc/integrals/critical_gradient.py @@ -77,6 +77,7 @@ def extract_Kd_wells(Kd, n_wells=5, order=False): # Sort wells by lengths sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order Kd_wells = Kd_wells[sort_indices] + masks_wells = masks_wells[sort_indices] lengths_wells = lengths_wells[sort_indices] return Kd_wells, lengths_wells, masks_wells From 32019fc8029b3b2b4523905547d641f42d967fe4 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Fri, 25 Oct 2024 13:12:40 -0400 Subject: [PATCH 11/23] fix print name L_par --- desc/objectives/_turbulence.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index a94bc6f713..8b4ba5e65b 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -306,12 +306,16 @@ class ParallelConnectionLength(_Objective): target_type : {"max", "mean", "all"} Whether to target only the largest value of R_eff, the average of the values along the field line, - or all the values at the same time TODO see if all is possible - Defaults to max + or all the values at the same time + Defaults to all name : str, optional Name of the objective function. """ + _scalar = False + _units = "~" + _print_value_fmt = "Parallel connection length L_par: " + def __init__( self, eq, From 2ad65dece808da15efa11cc60af1eab6ceb30508 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Tue, 29 Oct 2024 17:48:49 -0400 Subject: [PATCH 12/23] add absolute value to number of toroidal turns + update notebook --- Critical_gradient_optimization.ipynb | 809 +++++++++++++++++++++++---- desc/objectives/_turbulence.py | 4 +- 2 files changed, 697 insertions(+), 116 deletions(-) diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb index d101ba013b..501757e45d 100644 --- a/Critical_gradient_optimization.ipynb +++ b/Critical_gradient_optimization.ipynb @@ -2,25 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 42, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DESC version 0.12.2+415.g7a626261f.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", - "Using device: CPU, with 25.70 GB available memory\n" - ] - } - ], + "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", @@ -30,7 +14,7 @@ "import desc.io\n", "from desc.equilibrium import EquilibriaFamily, Equilibrium\n", "from desc.geometry import FourierRZToroidalSurface\n", - "from desc.grid import Grid, _periodic_spacing, LinearGrid\n", + "from desc.grid import LinearGrid, QuadratureGrid\n", "from desc.equilibrium.coords import get_rtz_grid\n", "from desc.objectives import (\n", " AspectRatio,\n", @@ -41,12 +25,20 @@ " FixPsi,\n", " ForceBalance,\n", " ObjectiveFunction,\n", - " BallooningStability,\n", " EffectiveRadius,\n", " ParallelConnectionLength,\n", + " QuasisymmetryTwoTerm,\n", ")\n", "from desc.optimize import Optimizer\n", - "from desc.plotting import plot_comparison, plot_section" + "from desc.plotting import (\n", + " plot_comparison,\n", + " plot_section,\n", + " plot_surfaces,\n", + " plot_boundaries,\n", + " plot_boozer_surface,\n", + " plot_boozer_surface,\n", + " plot_boundary,\n", + ")" ] }, { @@ -87,22 +79,31 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "def run_step(k, eq, grid, target_type=\"mean\"):\n", + "def run_step(k, eq, maxiter=3, method=\"proximal-lsq-exact\", target_type=\"all\"):\n", " \"\"\"Run a step of the precise QH optimization example from Landreman & Paul.\"\"\"\n", "\n", " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", " # grid = get_field_line_grid(eq,n_pol=10)\n", "\n", + " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", + " grid = LinearGrid(\n", + " M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", + " )\n", + "\n", " # we create an ObjectiveFunction, in this case made up of multiple objectives\n", " # which will be combined in a least squares sense\n", " objective = ObjectiveFunction(\n", " (\n", " # pass in the grid we defined, and don't forget the target helicity!\n", - " EffectiveRadius(eq=eq, grid=grid, target_type=target_type),\n", + " # EffectiveRadius(eq=eq,grid=grid, target_type=target_type, target=jnp.ones(7)),\n", + " # EffectiveRadius(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=1.7*jnp.ones(4)),\n", + " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid),\n", + " EffectiveRadius(eq=eq, n_wells=5, target_type=target_type, n_pol=11),\n", + " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", " # ForceBalance(eq=eq),\n", " # ParallelConnectionLength(eq=eq,grid=grid),\n", " # BallooningStability(eq=eq),\n", @@ -135,19 +136,18 @@ " FixPsi(eq=eq),\n", " )\n", " # this is the default optimizer, which re-solves the equilibrium at each step\n", - " # optimizer = Optimizer(\"fmin-auglag\")\n", - " optimizer = Optimizer(\"fmin-auglag-bfgs\")\n", + " optimizer = Optimizer(method)\n", "\n", " eq_new, history = eq.optimize(\n", " objective=objective,\n", " constraints=constraints,\n", " optimizer=optimizer,\n", - " maxiter=10, # we don't need to solve to optimality at each multigrid step\n", + " maxiter=maxiter, # we don't need to solve to optimality at each multigrid step\n", " verbose=3,\n", - " # xtol=1e-1,\n", - " # gtol=1e-1,\n", - " # ftol = 1e-1,\n", - " # ctol = 1e-1,\n", + " # xtol=1e-3,\n", + " # gtol=1e-3,\n", + " # ftol = 1e-8,\n", + " # ctol = 1e-3,\n", " copy=True, # don't modify original, return a new optimized copy\n", " options={\n", " # Sometimes the default initial trust radius is too big, allowing the\n", @@ -168,26 +168,26 @@ "metadata": {}, "outputs": [], "source": [ - "def plot_Kd(eq):\n", - " iota_grid = LinearGrid(rho=0.5)\n", + "def plot_Kd(eq, n_pol=16, rho=0.5, n_wells=5):\n", + " iota_grid = LinearGrid(rho=rho)\n", " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq, iota, n_pol=16)\n", + " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", " Kd = get_value(eq, \"Kd\", grid)\n", " plt.figure()\n", " plt.plot(grid.nodes[:, 2], Kd)\n", " plt.axhline(0, color=\"r\", linestyle=\"--\")\n", " plt.xlabel(r\"$\\zeta$\")\n", " plt.ylabel(r\"$K_d$\")\n", - " R_eff = get_value(eq, \"R_eff\", grid)\n", - " L_par = get_value(eq, \"L_par\", grid)\n", + " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", + " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", " a = get_value(eq, \"a\", grid)\n", "\n", " # Format the text to be displayed in the box\n", " textstr = (\n", - " f\"Mean value of $R_{{eff}}$: {R_eff.mean():.3f}\\n\"\n", - " f\"Mean value of $L_{{par}}$: {L_par.mean():.3f}\\n\"\n", - " f\"Maximum value of $R_{{eff}}$: {R_eff.max():.3f}\\n\"\n", - " f\"Maximum value of $L_{{par}}$: {L_par.max():.3f}\\n\"\n", + " f\"Mean value of $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", + " f\"Mean value of $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", + " f\"Minimum value of $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", + " f\"Minimum value of $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", " )\n", "\n", " # Add the text box to the plot\n", @@ -208,7 +208,8 @@ "\n", " # Print the values for verification\n", " # print(f\"Values of R_eff are: {R_eff}\")\n", - " # print(f\"Values of L_par are: {L_par}\")" + " # print(f\"Values of L_par are: {L_par}\")\n", + " return grid, R_eff, L_par" ] }, { @@ -232,6 +233,21 @@ " return eqfam" ] }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def check_force_error(eq):\n", + " grid = QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid, eq.NFP)\n", + " data = eq.compute([\"p\", \"sqrt(g)\", \"|F|\", \"|grad(|B|^2)|/2mu0\"], grid)\n", + " err = jnp.sum(data[\"|F|\"] * data[\"sqrt(g)\"] * grid.weights) / jnp.sum(\n", + " data[\"|grad(|B|^2)|/2mu0\"] * data[\"sqrt(g)\"] * grid.weights\n", + " )\n", + " print(\"eq error: {:.2f}%\".format(err * 1e2))" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -241,34 +257,156 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ - "eq = get(\"precise_QA\")" + "eq = get(\"HSX\")" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 43, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid, R_eff, L_par = plot_Kd(eq, n_pol=5);" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid, R_eff, L_par = plot_Kd(eq, n_pol=11, n_wells=5)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "R_eff : [4.94659012 4.99558832 4.95446845 4.91170025 4.93471454]\n", + "L_par : [7.70731601 7.55765939 7.48283108 7.44541693 7.2957603 ]\n" + ] + } + ], "source": [ - "iota_grid = LinearGrid(rho=0.5)\n", - "iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - "grid = get_field_line_grid(eq, iota, n_pol=16)" + "print(f\"R_eff : {R_eff}\")\n", + "print(f\"L_par : {L_par}\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-1.0519588800791597\n" + ] + } + ], + "source": [ + "iota_grid = LinearGrid(\n", + " rho=0.5,\n", + " M=eq.M_grid,\n", + " N=eq.N_grid,\n", + " NFP=eq.NFP,\n", + ")\n", + "iota = eq.compute(\"iota\", grid=iota_grid)[\"iota\"]\n", + "print(iota[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-1.0519588800791597\n" + ] + } + ], + "source": [ + "iota_grid2 = LinearGrid(\n", + " rho=0.5,\n", + ")\n", + "iota2 = eq.compute(\"iota\", grid=iota_grid2)[\"iota\"]\n", + "print(iota2[0])" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "eq_test = eq.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_1024321/258515040.py:23: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + "/tmp/ipykernel_539331/3453678775.py:32: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", " R_modes = jnp.vstack(\n" ] }, @@ -276,85 +414,338 @@ "name": "stdout", "output_type": "stream", "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 1.01 sec\n", "Building objective: Effective radius\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 310 ms\n", - "Timer: Objective build = 400 ms\n", + "Timer: Precomputing transforms = 369 us\n", + "Timer: Objective build = 1.59 sec\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 2.03 sec\n", + "Timer: Objective build = 2.11 sec\n", + "Timer: Proximal projection build = 8.23 sec\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed Psi\n", - "Building objective: self_consistency R\n", - "Building objective: self_consistency Z\n", - "Building objective: lambda gauge\n", - "Building objective: axis R self consistency\n", - "Building objective: axis Z self consistency\n", - "Timer: Objective build = 225 ms\n", + "Timer: Objective build = 538 ms\n", + "Timer: Linear constraint projection build = 1.76 sec\n", + "Number of parameters: 8\n", + "Number of objectives: 1688\n", + "Timer: Initializing the optimization = 10.6 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.507e+01 2.737e+02 \n", + " 1 2 2.099e+00 1.297e+01 1.864e-01 2.490e+01 \n", + " 2 3 4.011e-01 1.697e+00 2.297e-01 2.659e+00 \n", + " 3 6 3.227e-01 7.838e-02 7.186e-02 2.179e+00 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 3.227e-01\n", + " Total delta_x: 3.942e-01\n", + " Iterations: 3\n", + " Function evaluations: 6\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 9.69 min\n", + "Timer: Avg time per step = 2.42 min\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.518e+01 --> 3.275e-01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.950e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.798e-08 --> 8.172e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.768e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 3.298e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.010e-08 --> 9.135e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.976e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.527e+00 --> 5.168e-01 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.435e+00 --> 2.104e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.464e+00 --> 3.413e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.527e+00 --> 5.168e-01 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.435e+00 --> 2.104e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.464e+00 --> 3.413e-01 (normalized)\n", + "Maximum absolute Force error: 1.962e+01 --> 9.487e+01 (N)\n", + "Minimum absolute Force error: 5.259e-05 --> 1.041e-03 (N)\n", + "Average absolute Force error: 5.532e-01 --> 2.091e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 6.864e-05 (normalized)\n", + "Minimum absolute Force error: 3.805e-11 --> 7.533e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.513e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + } + ], + "source": [ + "eq2 = run_step(1, eq_test, maxiter=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "_, R_eff2, L_par2 = plot_Kd(eq2, n_pol=12);" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "R_eff : [1.13592443 0.8954564 0.69774687 0.55949668 0.46227055]\n", + "L_par : [10.5184815 10.47067022 10.47067022 10.47067022 10.2794251 ]\n" + ] + } + ], + "source": [ + "print(f\"R_eff : {R_eff2}\")\n", + "print(f\"L_par : {L_par2}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [], + "source": [ + "eq_test = eq.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_391879/812124138.py:25: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 441 us\n", + "Timer: Objective build = 90.4 ms\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 56.0 ms\n", - "Timer: Objective build = 71.9 ms\n", - "Timer: Linear constraint projection build = 1.84 sec\n", - "Timer: Linear constraint projection build = 149 ms\n" + "Timer: Precomputing transforms = 52.8 ms\n", + "Timer: Objective build = 69.9 ms\n", + "Timer: Proximal projection build = 770 ms\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 115 ms\n", + "Timer: Linear constraint projection build = 114 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 4\n", + "Timer: Initializing the optimization = 1.03 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.147e+00 6.589e+01 \n", + " 1 2 4.639e-03 1.142e+00 7.893e-02 1.212e+00 \n", + " 2 7 4.520e-03 1.190e-04 1.233e-03 6.027e-01 \n", + " 3 8 4.021e-03 4.989e-04 3.246e-04 5.010e-01 \n", + " 4 9 3.592e-03 4.288e-04 5.582e-04 4.217e-01 \n", + " 5 11 3.219e-03 3.729e-04 2.820e-04 1.339e+00 \n", + " 6 13 2.952e-03 2.673e-04 1.253e-04 1.357e+00 \n", + " 7 14 2.520e-03 4.327e-04 2.507e-04 1.168e+00 \n", + " 8 19 2.518e-03 1.171e-06 1.998e-06 1.172e+00 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 2.518e-03\n", + " Total delta_x: 7.958e-02\n", + " Iterations: 8\n", + " Function evaluations: 19\n", + " Jacobian evaluations: 9\n", + "Timer: Solution time = 9.59 min\n", + "Timer: Avg time per step = 1.06 min\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.252e+00 --> 2.521e-03, \n", + "Maximum Effective radius of curvature R_eff: 2.516e+00 --> 1.752e+00 ~\n", + "Minimum Effective radius of curvature R_eff: 2.474e+00 --> 1.663e+00 ~\n", + "Average Effective radius of curvature R_eff: 2.491e+00 --> 1.710e+00 ~\n", + "Maximum Effective radius of curvature R_eff: 2.516e+00 --> 1.752e+00 (normalized)\n", + "Minimum Effective radius of curvature R_eff: 2.474e+00 --> 1.663e+00 (normalized)\n", + "Average Effective radius of curvature R_eff: 2.491e+00 --> 1.710e+00 (normalized)\n", + "Maximum absolute Force error: 1.962e+01 --> 5.307e+01 (N)\n", + "Minimum absolute Force error: 5.259e-05 --> 1.346e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 1.456e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 3.840e-05 (normalized)\n", + "Minimum absolute Force error: 3.805e-11 --> 9.742e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.053e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" ] - }, + } + ], + "source": [ + "eq3 = run_step(1, eq_test, maxiter=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "_, R_eff3, L_par3 = plot_Kd(eq3, n_pol=10, n_wells=3);" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "R_eff : [3.57118337 3.5281477 3.45307047]\n", + "L_par : [8.87936252 8.35467291 8.31431218]\n" + ] + } + ], + "source": [ + "print(f\"R_eff : {R_eff3}\")\n", + "print(f\"L_par : {L_par3}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [], + "source": [ + "eq_test = eq.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/home/jjfrybes/DESC/desc/optimize/optimizer.py:263: UserWarning: method lsq-auglag is not intended for scalar objective function\n", - " warnings.warn(\n" + "/tmp/ipykernel_391879/505397156.py:31: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Number of parameters: 864\n", - "Number of objectives: 1\n", - "Number of equality constraints: 5346\n", - "Number of inequality constraints: 0\n", - "Timer: Initializing the optimization = 2.72 sec\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 581 us\n", + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 1.00 sec\n", + "Timer: Objective build = 1.16 sec\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 58.7 ms\n", + "Timer: Objective build = 74.2 ms\n", + "Timer: Proximal projection build = 1.88 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 116 ms\n", + "Timer: Linear constraint projection build = 113 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1687\n", + "Timer: Initializing the optimization = 2.13 sec\n", "\n", "Starting optimization\n", - "Using method: lsq-auglag\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality Constr viol. Penalty param max(|mltplr|) \n", - " 0 1 3.025e+00 5.717e+03 2.294e-06 1.000e+01 0.000e+00 \n", - " 1 2 2.357e+00 6.678e-01 2.824e-03 8.982e+03 3.701e-03 1.000e+01 0.000e+00 \n", - " 2 3 8.111e-01 1.546e+00 4.941e-03 2.262e+03 1.144e-02 1.000e+01 0.000e+00 \n", - " 3 4 2.188e-01 5.923e-01 4.985e-02 2.376e+02 8.312e-03 1.000e+01 0.000e+00 \n", - " 4 6 1.507e-01 6.807e-02 1.001e-02 5.575e+01 9.819e-03 1.000e+01 0.000e+00 \n", - " 5 10 1.492e-01 1.580e-03 6.091e-04 5.559e+01 9.683e-03 1.000e+01 0.000e+00 \n", - " 6 12 1.477e-01 1.470e-03 6.212e-04 5.345e+01 9.558e-03 1.000e+01 0.000e+00 \n", - " 7 14 1.461e-01 1.642e-03 6.287e-04 5.090e+01 9.444e-03 1.000e+01 0.000e+00 \n", - " 8 17 1.457e-01 3.734e-04 1.577e-04 5.053e+01 9.414e-03 1.000e+01 0.000e+00 \n", - " 9 19 1.453e-01 3.859e-04 1.582e-04 5.001e+01 9.384e-03 1.000e+01 0.000e+00 \n", - " 10 21 1.449e-01 3.853e-04 1.587e-04 4.950e+01 9.355e-03 1.000e+01 0.000e+00 \n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.628e+01 5.937e+02 \n", + " 1 2 2.590e+00 1.369e+01 5.510e-02 8.520e+01 \n", + " 2 4 1.332e+00 1.259e+00 2.394e-02 3.905e+01 \n", + " 3 7 1.227e+00 1.047e-01 2.942e-03 3.472e+01 \n", + " 4 8 1.065e+00 1.615e-01 6.177e-03 2.821e+01 \n", + " 5 9 8.175e-01 2.480e-01 1.044e-02 1.947e+01 \n", "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 1.449e-01\n", - " Constraint violation: 9.355e-03\n", - " Total delta_x: 6.471e-02\n", - " Iterations: 10\n", - " Function evaluations: 21\n", - " Jacobian evaluations: 10\n", - "Timer: Solution time = 2.11 min\n", - "Timer: Avg time per step = 11.5 sec\n", + " Current function value: 8.175e-01\n", + " Total delta_x: 8.568e-02\n", + " Iterations: 5\n", + " Function evaluations: 9\n", + " Jacobian evaluations: 6\n", + "Timer: Solution time = 8.12 min\n", + "Timer: Avg time per step = 1.35 min\n", "==============================================================================================================\n", " Start --> End\n", - "Total (sum of squares): 3.025e+00 --> 1.449e-01, \n", - "Maximum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 5.384e-01 (normalized)\n", - "Maximum absolute Force error: 1.962e+01 --> 2.640e+04 (N)\n", - "Minimum absolute Force error: 5.259e-05 --> 1.371e-01 (N)\n", - "Average absolute Force error: 5.532e-01 --> 1.920e+03 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.910e-02 (normalized)\n", - "Minimum absolute Force error: 3.805e-11 --> 9.921e-08 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 1.389e-03 (normalized)\n", + "Total (sum of squares): 1.631e+01 --> 8.179e-01, \n", + "Maximum Effective radius of curvature R_eff: 2.497e+00 --> 1.810e+00 ~\n", + "Minimum Effective radius of curvature R_eff: 2.423e+00 --> 1.510e+00 ~\n", + "Average Effective radius of curvature R_eff: 2.465e+00 --> 1.659e+00 ~\n", + "Maximum Effective radius of curvature R_eff: 2.497e+00 --> 1.810e+00 (normalized)\n", + "Minimum Effective radius of curvature R_eff: 2.423e+00 --> 1.510e+00 (normalized)\n", + "Average Effective radius of curvature R_eff: 2.465e+00 --> 1.659e+00 (normalized)\n", + "Maximum absolute Quasi-symmetry (1,2) two-term error: 2.341e-01 --> 6.346e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,2) two-term error: 2.966e-04 --> 3.359e-05 (T^3)\n", + "Average absolute Quasi-symmetry (1,2) two-term error: 9.595e-02 --> 2.162e-02 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,2) two-term error: 2.617e-01 --> 7.093e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,2) two-term error: 3.316e-04 --> 3.755e-05 (normalized)\n", + "Average absolute Quasi-symmetry (1,2) two-term error: 1.073e-01 --> 2.417e-02 (normalized)\n", + "Maximum absolute Force error: 1.962e+01 --> 2.626e+00 (N)\n", + "Minimum absolute Force error: 5.259e-05 --> 2.718e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 7.807e-02 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.900e-06 (normalized)\n", + "Minimum absolute Force error: 3.805e-11 --> 1.967e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 5.649e-08 (normalized)\n", "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", @@ -365,19 +756,19 @@ } ], "source": [ - "eq2 = run_step(1, eq, grid)" + "eq4 = run_step(1, eq_test, maxiter=5)" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { - "image/png": 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7iqLwzjvvYMuWLWxMDgCsXbsWa9euxfDhwzFw4EAkJSVh5cqVrFGwbt06F6OAC5RKJW677TYsX74c06ZNc0pt7u08+vfvj9jYWGzatAkAnWbOxPMweHI9OoOiKCxevBg5OTnsMUwmE+bNm4eBAwdizpw5Hs2zI7m5uVAqlRg5cqTT8qqqKjblefv27TCbzaioqMDs2bMxf/58TJ482cmImzhxIpRKJV588UVWDXG3DKBVnOjo6G5rvzzxxBNoaWnBa6+9xiphOTk5+P7773H77bezKtY333yD6Ohol8rY9913H4YOHYp58+bBZrPB4XDgpZdeQmJiIh599FF2u6+++goPP/ww7rvvPuzcuRNr1qzBmjVrsGXLFlRWVrLb3X777RgxYgReeeUVtsDf3r17sX79esyfP5+tgyMgIOBKYVusTFeGTWWLCdHtFJsojRxVgmLjHh8GLnNOX2ZF1dTUkIyMDBIUFETi4uLIzTff7Ha7+vp6djsAJCMjgyxbtoxdv3nzZpKdnU0SExPJsGHDyKxZs8jZs2fZ9fn5+WT8+PEkIiKCXH311eTpp58mWVlZRK1Wk4yMDGI2m8mePXtIRkYGAUAiIiLI3LlzSVNTE8nIyCBSqZQEBQWRCRMmdHu+e/fuJQDYdPH2eDKPZcuWkbS0NAKAxMXFkTlz5rD75+TkkCFDhpDk5GQyZcoUsnPnTrfbdXc9umLTpk0kKyuLJCcnk7i4ODJ79mxSU1NDCCHkhx9+cLpGGRkZZNeuXW7Hyc/PJ48++ihJSkoiKpWKPProo+TkyZPs+mXLlpFx48aRjz76iKxatYoQQsgHH3xAbrrpJrJ161aydetWYrFY2O1bW1vJpEmTnI7hbhkhhOTl5ZGgoCCPMre2bdtGrrnmGjJw4EAyePBgMnToUPL2228Tk8nEbrN161bi7+9PVqxY4bJ/dXU1ufPOO8mAAQNISkoKmTlzJiktLXXahvncuvvrOMeGhgby0EMPkfj4eJKSkkKGDh1KPvvss27P42JDyIriL416brMU+4qrPtpH8NwWcssq1zIeDBGv/0yW5hay/35l6ymS/O/uSztcjlCEdJMGcRFhNBqhUqlgMBi6rSjrCb///jv27duH5557joPZCVzKfPbZZ7DZbJg7dy4A4MCBA2yW1t69e7F582anHmHulglcHLz++uu49dZbBfcazzhS2YLMd/dg433ZuHlIpK+nc0EkvbkLRY0GXJEYjL2PjXVZb7U7IH/pJ3x7z3DcmkGrxTtO1+G6z/7AuX9ci8QQlcs+lzOCK0pAgAPuuusulJeXY8uWLVizZg2bJQTQzSo7urPcLRMQEOg5vxbRyQO/nOl5FqQvcDgIKrQmJIeqUKtz71piqg5Ht4uxuaZ/CGRiEfYWdZ9FebnBy6yowsJCLFiwAJmZmTh+/DhmzZqFm266ydfTEhDoFD8/P7z55ptOy/78809s2LAB9fX1uP/++ztdJiAg0HuOVtGtV45VedaChS/U6S2w2B3Iig3E9oI6t9ucrqOzSJPaKTNSsQhRGjmqW4UA4o7w0rBpampiC6HV1dUhOzsbJSUlvp6WgMAFIZFIEBAQgAEDBiAwMLDTZQICAr2HMWxO1em72ZJflDXTAcNZMQH4Nq8SZpsdconYaZujVS0IU8sQ6S93Wh7pLwQQu4OXhk37Ql4Oh8OlGBiD1Wp1Snc1GoViRQL8Yfjw4S7ZXO6WCQgI9A6Hg+BYVStuHhKBTfk1aDJYEKTyrCq4r2EMm+GxAQCAOp0FsYHOMaJHK1uQHq1xKbkRppahTm/pm4leRPA+xuY///kP3n77bbfrFi5cCJVKxf6FhIT08ewEBAQEBHxNUaMBeosdt7UF1p6s1fl4Rp5TrjUhVC1DfCAdP1PjJs7mj9JmDI/RuCz3k0ugt9hcll/u8Nqw+eqrrxAVFdVpfM38+fNhMBjYv4aGhj6eoYCAgICAr2EMmRsHhkMpFeHURWTYVLeaEaWRI6LNzVTb6qzA1LaacbJWh6uSXF/c1TIx9Jaui3lejvDWsPn2229RX1+Pxx57DNu3b3frZpJKpVAqlU5/AgICAgKXF6VNRgQppQhQSpEa5oeTNRePYdOgtyBEJYO/XAK5ROSSGfW/k7UQiyhckRjssq9g2LiHlzE2Bw8exJw5c5CZmYmNGzeitLQUf/31l2C4CAgICAi4UKY1IrbNlTMw3O+ickU1GqwIVklBURQdDNx63rA5WNaMRzYcw71ZsQhUujbHVMskgmHjBl4aNtnZ2Whubvb1NAQEBAQELgLKm02IC6BffNPC/fDFoXIfz8hzGgwW9A+hW47EBChQoT2fvr3mrwokh6rw31vT3e5LKzZCjE1HeOuKEhAQEBAQ8ISyZiPi2hSblDA1ihsNsNovjo7yjGIDADEaZ8PmdJ0Ow2MCIBZRbvcVXFHuEQwbAQEBAYGLmjKtiU2RTgpRwUHouJuLgQYDHWMDuCo2JU1G9AvuvF2CYNi4RzBsBDjjk08+waBBg0BRFFatWuXr6bilrKwMU6ZMQVpaGlJSUjBz5kxfT0lAQKAXEELaXFG0YsO4dZiO2Xyn2WhDoJKOConWKFDVVkmYEILiRiMSgjqPLWVibC6hlo+cIBg2PaSgoACZmZkIDg4GRVF46623Ot3WarUiLi4OFEUhMzPzkm18+Mgjj+Cnn37y9TS6ZO7cuWhtbcXx48dx+PBhHDt2zNdTumCKi4vh5+eHzMxMl78LiU3bsGEDrrrqKmRlZSEpKQnZ2dlYvXq10za1tbW4++67kZqaitTUVMyaNQvl5a7xCwcPHsQNN9yAtLQ0DB06FCNHjsS6det6e6oCAt1Sp6NbEsS1KTbBKiliAxTYcdp9ewI+4XAQ6Cw2aBS0KyrMT4Y6nQWEEDQarDBY7YgP7MqwEcPuILBcJG63vkIwbHpIamoq8vLyMG3aNFAUhaVLl8Jkct+zY82aNaioqAAA5OXl4YUXXujLqQq0Y+/evRgzZgxEIhHUajWOHj3a5fYrVqzA5MmTQVEUrr32WjzxxBO8MIays7ORl5fn8udpm4alS5di4cKF+Prrr3Ho0CEUFBQgJSUFv/zyC7uNxWLBpEmTYLFYcPz4cZw4cQJqtRrjx4+HTnc+66S4uBgTJkxAaGgojh07hmPHjuGBBx7Abbfdhi1btnB96gKXGQW1OvxVru10fZmWdjkxWVEUReHe7FisP1rVJ/PrDbTaAmjktGITppbBZHNAb7GjtK0icdeKjZgdR+A8gmHDAdOmTUNNTQ1Wrlzpss7hcOCDDz7A5MmTfTAzgY5otVooFOc75HZXQuCBBx7ArFmzIJPJ8OOPP+I///kPhg4d6u1pepXi4mK89NJL+PTTTxEbGwuArgm1ZMkSPP744+x2X3zxBY4ePYq33noLEokEYrEYb731Fs6dO4dly5ax2/30009oaWnBs88+C4mE/oF+5JFHoNFo8PXXX/ftyQlccgxekous9/Z2ur68mX6hjA04/10eEumPMq0JDge/XTQtZisAwF/RZtj40bE2tToz22ohrgvFRtVm2BitgmHTHsGw4YDp06cjLS0NixcvdupdBQAbN27E6NGjERER4XbfjRs3Yvjw4UhJSUFiYiLmzp2Llpbz3WlzcnIwdepUDB8+HBkZGRg1apSLu2fz5s3IzMwERVF49dVXMW/ePGRlZSE2Nhbz58/vdN5GoxHp6emgKApRUVG49957AQCVlZXIzMyEVCpFRkaGx/Nwx9KlS5GcnAyKorB7924AwM6dOzuNxenuenTF5s2bMWLECAwYMAAJCQm4//77UVtb63SNADoWKDMzkz3f7ti9ezdGjhwJlarzIL6LidWrVyMwMBAjRoxwWh4dHe3Up23Dhg2Ij49HUlISuywyMhKDBg3Chg0b2GWMMdP+s08IgcPhgN0u/OAK9A57m3Fi68TdUtpsRIhKyj7kASDCTw67g6DBwO8+Sq1m+vvBKDbhfnT14TqdBaVNRgR3OK+OKKX0OoOg2DghGDYcQFEUXnzxRRQVFeHbb791Wrd48eJOXU/ffvstbrnlFrz00ks4ffo0jhw5gry8PMyYMYMNBvv222+Rnp6OQ4cO4ciRI1i6dClmzZqFgwcPsuNMmzYNeXl5AOiH1m233YZDhw5hxYoVePPNN/Hzzz+7Pb5SqcTRo0eRlpaGrKwsfPnllwDoB9z333+PjIwMHDlyxON5uOOZZ57B559/7rRs4sSJbo0iT65HZ3z77beYOXMmXnnlFZw5cwYFBQWoqqrCNddcA71e73SNHnnkEeTl5bHn2x25ubm4+uqrPdq2t9TU1HhkDNTU1OCee+7BsGHDkJKSgrvuustjF9lvv/2Gfv36YcOGDbjyyisxcOBAjB07FitWrHDa7ujRo0hMTHTZPzEx0elYd9xxBwYOHIg33ngDOp0ODocDb775JsxmMx555BGP5iTgXZb9Voxh7+656IJMG9o1eCxrdu/qP1uvZwOGGcJZ5YPfhk2LqU2xaeeKAoA6vQV5lS0YHOHf5f4qxrCxCjE27REMG464++67ERcXh0WLFrE/Hjt27EBiYqLTGy8DIQQvvPACxo4di9tuuw0AoNFo8Nprr2HXrl3Izc0FALz88st45ZVX2K6uY8eORXp6OpYvX+52HpmZmcjKygIAXHfddfDz82OVks6YPXs2tm3bhurqanbZqlWrnBSNC53HheLp9ehq3/Hjx2P69OkAAIVCgbfffhsnT57Ep59+2uN5nTlzBhUVFX1i2Pz666+Ijo7G3Llzu9xOLBZDIpHgiSeewKFDh3Dw4EFIpVKMGjUKBw4c6PY4ZWVlOH78OJYsWYJ169bhxIkTeOaZZ/D3v/8dCxcuZLerr6+Hv7/rD6tGo4HBYGDbnGg0Gvzyyy8wmUwIDQ1FeHg4VqxYgR07duDaa6+9wKsg4A1e3lqAvMoWFNTpfT2VC+JM/fn5VrR0ZtgYMCDM2bAJbTMQGnje+ZpVbNpcUWq5BEqpCHU6C/aXNGFMQlCX+zNqjqDYOCMYNhwhlUrx7LPPIj8/Hz/++CMAYNGiRZg3b57b7QsKClBWVoZx48Y5LR8yZAgAsMaIWq3GK6+8gqysLKSnpyMzMxP5+fk4d+6c23FTUlKc/h0UFISampou537PPfeAEIKvvvoKAG0orF27FnfeeSe7zYXO40Lx9Hp0tW9H10p6ejoUCgV27NjR43nl5uZCKpVi7NixPR7DU/z9/REQEICoqKgut4uLi8OxY8cwatQoiEQiaDQafPLJJ1Cr1Xj55Ze7PY7JZIJer8fixYsRGRkJkUiEW2+9FdOnT8ebb74Jg6HrNNmOb/0FBQUYOXIkEhIS0NjYiNraWixcuBAzZ87E1q1buz9xAa/S/n7tvAgyhdpztp1hU6l1b9gU1OkwINTZsFHLaEOB70G1HRUbAAhTy1HRYkJBnR7D3HT0bg+j2AgxNs7wsqXCxcrDDz+MN954A//+978RHh4OuVzOxnV0pL6+HgCdMbV9+3Z2OSEEERERMBgMcDgcmDp1KrRaLbZv384Gel5zzTUwm11b2wNwiQMRiUTdujZiYmIwceJEfPHFF3juueewe/duDBo0CGFhYQDQo3lcKJ5cj+72DQpyfbsJCgpi1/eE3bt3Izs7G2q18w8nIQQtLS0ICAjo8dgdycjIQGNjY4/2VSqVGDp0KH7//fdut2VUmI6fzWHDhuH777/HiRMnkJ2djdDQULS2trrs39raCpVKxQZev/rqq2hubsb777/PLrvjjjvw7bffYvbs2aisrGTjcAT6ntImI5qNVgQqpfjlbD0ev8LVvchXSpuNSAxWwWi1o9KNYlOvt6CwwYDsWOfvoYrNFuJ3u4FWsx1yiQgyyXmNIcxPhr3nGmF3EKR144piY2wEw8YJQbHhELVajccffxz79+/Hvffe26laAwChoaEAgDlz5jil6x45cgTV1dV4++23cfbsWezfvx8PPvgga0x4i9mzZ+PYsWM4fPgwVq1ahdmzZ7PrejsPsZj+8rV/c9TrnSVxT65HZzD7ujMKmpqa2PU9obP4mi1btqCoqKjH4/YGrVYLi8VVYheLxR7F5wwcOBAAbbB23L/98vT0dBQXF7vsX1RU5JQZduzYMcTGxrpkmKWkpKCurs5n10mA5mC5FhQFPH91EnLONvA+U6g9pU1GxAcqEKWRuzVs/ihpAgCM7uCyEYsoKKUi6C4CxUYjdzb6R8QF4uc2ZS2lg4utI4o2g0hwRTkjGDYc88QTT0CtViM4OLjLuIzU1FTEx8ezwbntmTdvHnJyclg1hIlrYWgfC8MVM2bMgEajwUcffYTc3FxMmTKFXdfbeYSHhwOgjQyGgoICp208uR6dkZqairi4OJf4kmPHjsFkMmHSpEkezbMjZ8+eRXl5udv7+L///Q+ZmZk4cOAA3nnnHSxZsgTbt2/H/Pnz2euyc+dOvPvuu1i9ejVuuukmAHTg7vvvv4+pU6fi3XffxbRp05zG9SR4+KmnnnLKSgLomjPHjh3D8OHDXbavqnKu5zF16lQAcKnhk5+fD6VSicGDBwMAZs6ciZKSEifjpqamBidPnsQtt9zCLgsPD0dVVZVLRmBJSQkoinKrpAn0HX9VaJEa5odJKaHQmmxOcSt8p7TZiPggJV2Rt8VVHf6tpAkDQtUIaYupaY+fTAKdmd+KTYvZxqZ6Mzx5RT/2/xlFpjNEbQacoNg4Ixg2HBMSEoK9e/fim2++6XI7iqLwzjvvYMuWLWxMDgCsXbsWa9euxfDhwzFw4EAkJSVh5cqVrFGwbt06F6OAC5RKJW677TYsX74c06ZNg1QqZdf1dh79+/dHbGwsNm3aBIBOM2fieRg8uR6dQVEUFi9ejJycHPYYJpMJ8+bNw8CBAzFnzhyP5tmR3NxciMVip7gfu92O559/HsnJyQCAlpYWhIaGwuFwYPLkyYiOjsb69etRWlqKN954A8888wyuu+46WK20Lz0gIABxcXEYNGgQnn32WXz33Xfs2Pv27UN0dLRTLZnOWLx4MWuw2O12vPDCC6irq8OCBQuctvvmm28QHR3tVBn79ttvx4gRI/DKK6+whfb27t2L9evXY/78+azb7b777sPQoUMxb9482Gw2OBwOvPTSS0hMTMSjjz7KjvfEE0+gpaUFr732GqvK5eTk4Pvvv8ftt9/eK8VMoPecrdcjJUyNoVEaiCjgaJVn5RP4QEmTEfGBtGHTUbEhhGDLiRpMSnH/+fKTS3gfY9NqtrkoNmkR/vj76Hj8+8aBHo2hkoqFGJuOkEsIg8FAABCDwcDJePv37ydLlixxu66mpoZkZGSQoKAgEhcXR26++Wa329XX17PbASAZGRlk2bJl7PrNmzeT7OxskpiYSIYNG0ZmzZpFzp49y67Pz88n48ePJxEREeTqq68mTz/9NMnKyiJqtZpkZGQQs9lM9uzZQzIyMggAEhERQebOnUuamppIRkYGkUqlJCgoiEyYMKHb8927dy8BQA4ePOiyzpN5LFu2jKSlpREAJC4ujsyZM4fdPycnhwwZMoQkJyeTKVOmkJ07d7rdrrvr0RWbNm0iWVlZJDk5mcTFxZHZs2eTmpoaQgghP/zwg9M1ysjIILt27XI7zsmTJ8mjjz5K+vXrR9RqNXnyySfJU089Re69916SkJBAJBIJKS8vZ7e/7777yOHDhwkhhDz88MPkq6++Iq+//jpZvHgxIYSQdevWkTfffJPd/rHHHiP79u1zOW5eXh4JCgoiCxYs6PI8jx49Sh577DGSnp5O0tPTSXR0NJkwYYLb89m6dSvx9/cnK1ascFre0NBAHnroIRIfH09SUlLI0KFDyWeffeayf3V1NbnzzjvJgAEDSEpKCpk5cyYpLS112W7btm3kmmuuIQMHDiSDBw8mQ4cOJW+//TYxmUxdnsvFyIIFC0h+fr6vp+ExI97bQ57aRM83ZdEu8tq2Uz6ekWc4HA7i9/JP5LP9xWTBtlMkdZHz5/v17QUEz20hvxU1ut1/yOLd5JWt/D7XuRuOkis/dP0tuBBi/7mDLMnx7DfyckEwbLqgK8NGQIBhyJAhxG63E4PBQIYPH050Oh15/PHHyc8//0wIIeSBBx4gv/32G9m5cychhJDs7GxisVh8OWWBXnCxGTahr20n7+85RwghZOaqA2TmqgM+npFntBitBM9tIf87UU1W/FFKlC/9j9jtDkIIISarjUhf/JG8vr2g0/1Hf7CXPL2J3/fpb1//RW76/I9ejZGyaBf558+dX4fLESFVQUCgFxQXF0Mmk2HDhg04efIkVq5cCbVajQcffBAbN26EXq9HWFgYDh48iEmTJkGn06Ffv35Orj4BAW+hM9tQr7cgMZjOlhwS6Y9vDlf6eFae0WSk3bfBKhn8ZBIYrQ5UtZoQE6BEUaMRVjvBtMHuK7oD5ztf85kWk42tYdNTVFKxEGPTAcGwERDoBTk5Obj//vtx6623Oi1num0DwM033+y0Tuh6LdBXFDXSZRISg+mMtWv6h+CfO85g77kGXJkU4supdUtzm2ETqJSycShn6vSICVCisC0Aun9I521O/GRi6Hif7m1DhL+8V2OoZGIYhcrDTgjBwwICPeT06dNYtmwZioqKLrpS9QKXB4xh069NsRmfHIoBoWrsPNPz2k59BWvYKCSI0sghE4tQ1lakr7DBgFC1DBpF58rnxRA83GJyDR6+UJRSsZDu3QFBsREQ6CEpKSn4888/fT0NAYFOKWo0IEwtg1+7h2d8kNJt6jTfaGqn2FAUhSiNHBVths3ZBn2Xag0AqGViVHXShoEvtJhtTlWHe4LginJFUGwEBAQELlGKGo1sfA1DuJ8MtTr+GzbNRisUEhEUbbVcYgLOp3zTjS+7Nmz8ZBK08ryOTauZgxgbmaDYdEQwbAQEBAQuUYoaDUgM6WjYyFFzMRg2JroNBEO0RsEqNkcqWzA0qus+Sn5y8UXhiuJCsRHq2DgjGDYCAgIClyjnGgxs4DBDsFKKJoPVRzPynCaDFUFOhg3dVqGm1YzKFjOGx3Tdp82P51lRdgeB3mLvtWIjVB52RTBsBAQEBC5CbHYH/vNrERoNrn3DALoyb1GjwcUVpVHw30UDAM0mm5NiExNAKzaHK7QA0G3naz+5mNctFZi5cZLuzWMDzhcIho2AgMBlzZHKFtTr3RsHfGbX2QY8uek4lv9R5nZ9WbMJeosdaeF+Tsv95RK08PiBz0B3JD//0Gf6RR0q1yI2QIEwv67TpNUyCa+bYDLGZa9dUTIheLgjgmEjICBw2WK2ObAxvxrL/yj19VQumBM1rQCAc20p3R05Xk2vHxzp77Rco5BAZ7bzvst3s7GjK0oBm4Pg59N1GB7btRsKoBUbs80Bq52fNV5aTG2KDScxNvw8R18hGDYClySffPIJBg0aBIqisGrVKl9Pxy1lZWWYMmUK0tLSkJKSgpkzZ/p6Spxw5ZVXgqIop67gfIVJBzbaHKi7CAJq28N06S5scN+t+1AFrWwEq5w7XzMKAd+L1zUZnYOHU8LUEFHAnnON3cbXAHSMDQDextm0cKTYKIV0bxcEw6aHFBQUIDMzE8HBwaAoyql7ckesVivi4uJAURQyMzOxePFiTufy448/IiwsDGVl7iXpy5FHHnkEP/30k6+n0SVz585Fa2srjh8/jsOHD+PYsWO+nlKv2bBhA3799ddO1+/Zswfjx49HcnIyEhIScOONN+LEiRMXfIyrrroKWVlZSEpKQnZ2NlavXs2uv++++5CcnMxWf2b+EhISIJfLYTQa2W0rW0wo3L8Da168B2NGjXQ7Hl85XUcbNKVNRrfr955rxJVJwS7LmZgORjHgK80dDJvYQCUeH9cPADAizjPFBgBv42xauYqxEdK9XRAMmx6SmpqKvLw8TJs2DRRFYenSpTCZ3BeDWrNmDSoqKgAAeXl5eOGFFzidi0ajYX+0BS4e9u7dizFjxkAkEkGtVuPo0aNdbr98+XJMnjwZFEXhlltuwdNPP425c+di+vTpWLRoERwO38rRFosF//jHP3DjjTe6XZ+bm4sJEybghhtuwNmzZ1FcXIx+/frhqquu8tgoX7p0KRYuXIivv/4ahw4dQkFBAVJSUvDLL784bff5558jLy/P6e/666/HzTffDKXyfJbQpx9+gF+/+QRv/udzPLZsI06dOuV2PD5ypl6PAaFqlDYbXSpf2+wO7CtuxJWJroYNoxDwPYC42WhDYIfKwm9cPxBr7srE9anh3e7PKDZ8jbNhDEuhQB/3CIYNB0ybNg01NTVYuXKlyzqHw4EPPvgAkydP9trxr7rqKhw8eBDh4d1/2QX4g1arhUKhYP/d/oHrjgcffBCzZs2CSqXC2rVr8d577+Hjjz/G+vXrsX79ejz55JPennKXfPTRR8jOzsaIESPcrn/11VcRHh6O559/HgBAURQWLVoEvV6PhQsXdjt+cXExXnrpJXz66aeIjY0FAEilUixZsgSPP/44u92cOXOQlpbmtK9er8fatWvx97//3Wm8rz74N+a9+S5GDU6G1mSDzgaX8fiIyWpHabMREwaEwmh1uAQ/7znXCL3FjmuTQ132ZWI6+K7YNBmtCFI5Gzb+CgnuHh4LkYjqdn++KzY6sw1yiQgSce8ewyqZGHYH4W0skS8QDBsOmD59OtLS0rB48WLYbM5foo0bN2L06NGIiHDtQpuTk4OpU6di+PDhyMjIwKhRo5zcJ3fffTc0Gg1EIhEmTpwIAHjssccQFBSExMREfP7551i5cqXbWJLNmzcjMzMTFEXh1VdfxYsvvohhw4YhJiYGH374IQBg4cKFyM7ORkJCAj766CN236VLlyI5ORkURWH37t0AgJ07d7ocpzfH6IjRaER6ejpdOj0qCvfeey8AoLKyEpmZmZBKpcjIyPDounWGp+fFsHHjRgwfPhwpKSlITEzE3Llz0dLS0u1xmGszYsQIDBgwAAkJCbj//vtRW1vrdN0AOhYoMzOTPd/uyM3Nxbhx45y6g0ulUkRERCAnJ8ejMbxBY2MjFi9ejDfffLPTbQ4ePIi0tDSIROd/djQaDfr164fNmzd3e4zVq1cjMDDQxXCKjo5GdnY2++8xY8a4fN++++47hIeH49prr2WXrVj1BRRqf1x75RjEBiohFVEoqNO7jMdHipuMIAS4NpluZFnSzh3VbLTi6c3HMTIuEKkdMqKAdq4onj7wAVpxajXbENgLNw2r2PD0PE02B5RtVZV7g1JKf58Ed1Q7yCWEwWAgAIjBYOBkvP3795MlS5Z0uc3s2bPJypUrycqVKwkAsmbNGqf1o0aNIoWFhWT27Nmk4+WeM2cOefnll4nD4SCEELJv3z6iVCrJgQMH2G2+++47AoD897//JYQQUlxcTIYOHUpaW1vZbYqKiggAsnLlSpf5ASD9+vUjeXl5hBBCPv30UwKAPP/88+yyjz/+mFAURQoKCtj9cnJyCACSk5PT7XF6egx3pKWlkZtuuslpWWFhIcnKyrqg69bZfD09r7Vr1xKKosi3335LCCFEq9WSMWPGkGuvvZY9bmesXbuWiMVismnTJkIIIUajkUyePJmkpaURnU7HbgeALFiwoMuxOhIbG0sWLlzotEyr1ZLg4GDy9NNPX9BYnlBdXU1sNlu32z311FPkhRdeIIQQsmDBAgKAFBUVOW0TGhpKxo8f77LvoEGDCACi1Wq7PMb1119PRo4cSdavX0+uuOIKkpqaSsaMGUOWL1/e7fzGjBlD3nrrLadlV107icSkppM133xLrrjiChLTrz9JGDyMfP75512OtWDBApKfn9/tMb1J7tl6gue2kKIGPaGe30K+y6tg17216wwJfGUbKW7Qu93XarMTPLeFbDha2VfTvWAa9GaC57aQHQW1PR5Db7YRPLeFbDlezeHMuGNpbiGJ+r+fez3OnkL6s1CpNXIwq0sDQbHhiLvvvhtxcXFYtGgR6+/esWMHEhMTkZSU5Hafl19+Ga+88gooipZVx44di/T0dCxfvpzd5tZbb8WMGTPw7LPP4ty5c5g9ezaWLFkCPz/XN7HOGDZsGKt23HLLLQCAwsJCdtmtt94KQghyc3Mv/MQ5Psbs2bOxbds2VFdXs8tWrVrlpGh4ct16AyEEL7zwAsaOHYvbbrsNAK0svPbaa9i1a1eX58DsO378eEyfPh0AoFAo8Pbbb+PkyZP49NNPezyvwsJClJeX45prrmGXNTQ04P7778fNN9/cZQB7T/j1118RHR2NuXPndrnd2bNn8d1332H+/Pldbjds2DAcP34cVuv5qrctLS0oKipi/78rysrKcPz4cSxZsgTr1q3DiRMn8Mwzz+Dvf/97l66skydP4tChQ7jvvvucxysvQ13JWXz4/lKsW7cOu//Mw4ibZ2POnDkeucZ8SV2b6ykmQIHEYBVO1ujYdX+UNmN8/xAkBLvvpSQRi6CUinjtimI6e3d0RV0ISqkIFMVfxcZo5UaxUcnoMQTF5jyCYcMRUqkUzz77LPLz8/Hjjz8CABYtWoR58+Z1uo9arcYrr7yCrKwspKenIzMzE/n5+Th37pzTdh9//DEkEglGjRqFxMREXHfddRc0t+TkZPb/g4ODXZaFhNBydntj4kLh6hj33HMPCCH46quvANCGwtq1a3HnnXey23h63XpKQUEBysrKMG7cOKflQ4YMAQDWjdXVvh3dJenp6VAoFNixY0eP55Wbmwu5XI5Dhw7hk08+wX333YeJEydi4cKFWL58OWQyWfeDgI77WrBgAW6//XbWPeZumb+/PwICAhAVFdXleC+++CJeeuklBAR0nanyr3/9Cw0NDXj55ZdhsVhgNBrx9NNPQyymf5i7izEymUzQ6/VYvHgxIiMjIRKJcOutt2L69Ol48803YTC4r+fy3//+F9OnT3eJQTOZTLCYDOx4IWo5Bl91A667cUqX4/GBer0FAQoJpGIRhkT6I7+tZg0AnKjRudSu6Yi/nN/Vh9nO3oqeGzYURfG6rYLRaodSwoFh02YcCQHE5xEMGw55+OGHERISgn//+9/4448/IJfL2ViKjjgcDkydOhXbtm3DDz/8gKNHjyIvLw/Z2dkwm53raURGRmLBggWor6/H+PHjL3heKtX5NzdG5XC3zG7v+ReDq2PExMRg4sSJ+OKLLwDQRsSgQYMQFhYG4MKuW0+pr68HQGeztU8XvummmxAREdHlA4/ZNygoyGVdUFAQu74n5Obm4oorrsATTzyBRx55BKtWrUJiYiI++eSTCxpn9+7dsNlsmDFjBjtPd8syMjLQ2NiI119/vdOx9u7di/z8fDz66KPdHnfUqFHYuXMnjh49isGDB+Oqq67CkCFDcM8990CtVru9Zu3x96cf1h2/U8OGDYPBYHCbNm6xWLB69WqnoGEGmVLtNB4TbJoyKL3T8fhCnd6CMD/akB0c4Y/jbcX6rHYHztbrXaoNd0SjkPBcsaHn1j7duyeoZWLe1usxWu1sfExvYFQfoRHmeXqXZybghFqtxuOPP47/+7//w7333ovPPvus023Pnj2L/fv345133mEzPDrD4XBgw4YNyM7OxgsvvIAbb7wRoaGu2Q5cwrxFk3ZppHq9+0JgXDN79mzcfffdOHz4MFatWoXZs2ez6y7kurnDk/Niru2cOXPw2muvXdD4zL6NjY0u65qamljXXE/Izc3FQw895LQsMjIS27Ztu6Bx9u3bh+zsbMyYMaPLZZ6wY8cO2O12J4WKUeVuvPFGyGQyvPnmm2wK+DXXXOPkSmO2Gz16tFNQsTsGDhyIvLw8l7R25p66S3fftGkTAgICMGHCBJd1YXFJKCk4zu4nFYsgEVGwtxnhvk6f74p6vQWhatqwSQlTo7DBAEIIzjUYYHMQpIaru9zfX853w4ZWbAJ6WeOF7hfFzwc+bdhwqNjwVJnyBYJiwzFPPPEE1Go1goODcfXVV3e6HaMuMEoGgztXzfvvv49Ro0Zh06ZNMJlMeOqpp7idtBsY2b6pqYldVlBQ4PXjAsCMGTOg0Wjw0UcfITc3F1OmTGHXXch1c4cn55Wamor4+HgcOXLEZf958+Z1mX2UmpqKuLg4HDhwwGn5sWPHYDKZMGnSJI/m2ZHi4mKUlJS4GAW//PKL24y73377Df/4xz/www8/OGUc7dy5E+vWrcOZM2fYgoDuljHU1NR0qbL985//RGFhoVO9mEceeQQA8NNPPyEvL481akpKSlyuaUtLC/bu3YuHH37YZeyqqiqnf0+dOhUAXOr95OfnQ6lUYvDgwS5jfP7553j44YddPi+EECSNuMZlPIVEhNMnT3Q6Hl+o05kRpqbrVsUHKmG2OVCns6Cgjo61SQntRrG5CFxR/nJJr1Oh/WQS/io2NgcUHCg2bIyNoNiwCIYNx4SEhGDv3r345ptvutxu4MCBSEpKwsqVK9mH7Lp161wesoWFhfjyyy/xz3/+EzExMXj77bfx9ddfs3E83qJ///6IjY3Fpk2bANDp2Ezci7dRKpW47bbbsHz5ckybNs0ptdnT69YZnpwXRVF45513sGXLFqfrvHbtWqxduxbDhw/vdHyKorB48WLk5OSwxzCZTJg3bx4GDhyIOXPmeDTPjuTm5kKpVGLkyJFOy6uqqhAdHQ0A2L59O8xmMyoqKjB79mzMnz8fkydPdjLiJk6cCKVSiRdffBFDhw7tdBlAqzjR0dGc1XTJycnBHXfcwapZer0eDz30ECZOnIjbb7/dadtvvvkG0dHRTgHRt99+O0aMGIFXXnkFOh39AN+7dy/Wr1+P+fPnQ612VilKSkqwZ88e3H///S5zMVodSL3yBqQPy3Iar+LEIeT8tNnteHyiXm9lFZuEIDo2qaTJiMMVLYgPVMK/G6VDo5DyOt27YwPMnuInl1zyio1SUGxc8VE2llfoy3TvmpoakpGRQYKCgkhcXBy5+eab3W5XX1/PbgeAZGRkkGXLlhFCCMnPzyfjx48nERER5OqrryZPP/00ycrKImq1mmRkZJCXXnqJREZGksjISPLhhx8SQghJT08nAIhGoyG33HILWbFiBUlLSyMASFxcHJkzZw4hhJA9e/aQjIwMAoBERESQuXPnkqNHj3a77K677mLnnpOTQ4YMGUKSk5PJlClTyM6dO52Ow8UxOmPv3r0EADl48KDLuu6um9lsJsuWLXN7XTw5L4bNmzeT7OxskpiYSIYNG0ZmzZpFzp492+3cCSFk06ZNJCsriyQnJ5O4uDgye/ZsUlNTQwgh5IcffnC6HhkZGWTXrl1ux8nPzyePPvooSUpKIiqVijz66KPk5MmT7Pply5aRcePGkY8++oisWrWKEELIBx98QG666SaydetWsnXrVmKxWNjtW1tbyaRJk5yO4W4ZIYTk5eWRoKAgj1PS//e//5GMjAwSERFBAJC0tDSSkZHBrj9w4ACZMGECiY+PJxkZGWT48OHkzTffdJofw9atW4m/vz9ZsWKF0/KGhgby0EMPkfj4eJKSkkKGDh1KPvvsM7fzefXVV8msWbPcrqtoNpIF2wvImdIqp/FikgeSJ/+v6xIPfEj3HvZuLnlxywlCCCEmK53WvP5IJbnyw33kvm8Od7v/XWsOkWkr/vTyLHvO/J9OkvQlu3s9zvWf/e7R9fAFN6/8k9y++hAnY8le/B/58mAZJ2NdClCEdKjFfRFjNBqhUqlgMBi6zbDwhN9//x379u3Dc889x8HsBAT6hs8++ww2m41N0z5w4AAbA7N3715s3rzZqV+Zu2WXOseqWrAxvxrzJwyAuF0V26//qoBCKsLMoZ1ngr3++uu49dZbfeqqin9jJ54Yl4gXxvcHAET/cweevCIR//fzaXw0cwgeGBnf5f6PbjiGU7U65Dw6pi+me8E89v0x5Fe3Infu2F6Nc+uXhwAA6+7N4mJanHLDf/9ApL8cK+/I7PVYQa9ux6IbB2LOmITeT+wSQHBFCQhcYtx1110oLy/Hli1bsGbNGjabCKCr/3Z0Z7lbdqnTYLAiSCl1MmoAQCEVwWTlb9AwQMcH1enOZ0UBdJzN+qNVMNkcGNfPtT9UR/zlYt4HD/c2IwoA/GRiHtex4cYVBQAqqUiIsWmHkBUlIHCJ4efn59La4M8//8SGDRtQX1/Pxpy4W3a5UK+3IETlWvdHKRWzNVT4isFih8nmYGNsAGB8cggW7SoEQGdJdYdGIeV18HCz0eZkuPUUP7kEugZ+1iPiqkAfIHT47ohg2AgIXAZIJBIEBARgwIABCAwM7HRZewpqddhWUIeR8YEYHR/oklnEZ/YVNaJMa8QdmTEu6wghKG0yIivWtaCgQsJ/xYapOhzWzrD5v+tS0aC3IiFI6dF98peLeR08rDVZ0T/UfeXkC4FO9+bneRpt3NSxAWiDXKhjcx7BsBEQuAwYPny4SzaXu2XtOVmrQ5PRiu0FdfCXSzCkm2q2fGLHGboQosFiZ9NhGZqMVrSYbegX5BqHdzE8IJhO3u0VG5lEhM9uTfd4DI1cilYeu6L0FjvbxLI38Drdm1NXlFhwRbVDiLEREBBwS3WrGWMTgjAwXI095xpgtfNbyWCwtSusV91qcllf0mSEREQhJkDhsk4hEcFk4/d51unaFJteuGo0CgkMVjtsPL2nejcGaU/wk4t53FKBQ1eUVHBFtUcwbAQEBFywORyo1ZkRqZHjqsQQ1Ost+LXItZoyH2nQn4+Rqde7xsucrtMjPlDptvibUiqGzUF4bcTVGyyQiin4y3uuaDD78jXOxmC1Q82BYaOW8buOjULCzSNYJRMUm/YIho2AgIALdToLHASI8pcjOkCBtHA/1LRy04vL2zQYaEUj0l+Oer3znAtqdSio0yEjWuN2X+YNms9xNnU6C8LUsl7FPJ03bPj5MNRbuDFs/Np6RfGxqgmXrijahcrfz2xfIxg2AgICLlS1mCEVUQhpi+MIVsnQaOB3thBDo8GKAIUEUf5yF8VmW0EdBkf4Iz3KfbwQU+LeaOPnAx9w7hPVU/zbGn7yVbHRW2xsD6Te4CeXgBDw7qFPCGlzRXGk2AiuKCd4a9icOHEC11xzDRYtWuTrqQgIXHbU6swI85NB1KYK+MslaOVpEGZHGgx0KneoWoa6doqN3mxDk9GKjGhNp2qHUnIRKDZ6M8L85L0ag8+uKKvdAaudcKbYAOBdZpSlzdXJabq34Ipi4a1hc+zYMVx55ZW+noaAwGVJvd7ilE6sltFSt8PBP0m/Iw16K4JVUkQHKNBqtrOdoita6EBid0HDDKxiw+OHBCeKjYK/hg2jPHATPEyfJ98yoxgFSQge9g68NWxuv/12iMVd33Sr1Qqj0ej0JyAg0Hs6PjzVF1EH4cY2xSY2QAERBZQ1078LFVoTglXSLh8mUrEIEhHF68woJsamNzCp1HxTMoDznzE1F+nejGHDs1gixnDmzBUlE/PafdrX8Naw8YSFCxdCpVKxfyEhIb6ekgBP+OSTTzBo0CBQFIVVq1b5ejpuKSsrw5QpU5CWloaUlBTMnDnT11MCQLsCtCabW8OGr6mzDDa7AzqLHYFKCaRiEYJVMragXbnWhNgu1BoGhUTEa8WmjgPFRiYRQSYW8TJ4mPmMceqK4p1iwxg2XAUPiwTFph0XtWEzf/58GAwG9q+hoaHPjl1QUIDMzEwEBweDoii89dZbnW5rtVoRFxcHiqKQmZnJebPBH3/8EWFhYSgrK+N03IuZRx55BD/99JOvp9Elc+fORWtrK44fP47Dhw/j2LFjvp4SALqPEgHYwGHg/NtzZ4bNhg0bcNVVVyErKwtJSUnIzs7G6tWrPT6mp/t3t929992HD+6bhFkTxyEzMxNLHrgJD9x0NRISEnD/mCSEd2/X8L5IX0c3YU/xl4t56YpiPmNcBQ8DfFRsvOCK4vFntq+5qA0bqVQKpVLp9NdXpKamIi8vD9OmTQNFUVi6dClMJtdiYACwZs0aVFRUAADy8vLwwgsvcDoXjUaDhIQEyOW9CygU6Fv27t2LMWPGQCQSQa1W4+jRo11uv2LFCkyePBkUReHaa6/FE0884RVjqF5vAQUgWHW+CaFSKgIFOlulI0uXLsXChQvx9ddf49ChQygoKEBKSgp++eUXj47n6f6ebGe1E0x75g3s+/MQ8vLy8PmPu/Hiiv9hzNUTMHDMRGTEhXU7H4WUv0X67A6CJqO114oN0BYQzkPDxsChYqPmvWLDYR0bQbFh4W1LhQ0bNmDPnj2QSqVIS0vD9OnTfT2lTpk2bRp++OEHrFy5Eo8++qjTOofDgQ8++ACTJ0/Gtm3bvHL8q666CgcPHvTK2ALeQ6vVQqE4LyF0Z5g/8MADsNvt2L17N3788UeoVL3vpeOOer0FQSopJKLzP7oURbn98SwuLsZLL72EX3/9FbGxsQDoF44lS5agsrKy22N5ur+n291y9304qFOyD7QwtRy5DRXYsnE9Hly4jA2a7QqlhL+KjdZkBSHORmdP8Vfw07BhjGcugoelYhHkEhHvXKjM50sh4U6x4VtKuy/hrWJzyy23YNeuXdi+fTuvjRoAmD59OtLS0rB48WLYbM4/FBs3bsTo0aMRERHhsl9OTg6mTp2K4cOHIyMjA6NGjXJyn9x9993QaDQQiUSYOHEiAOCxxx5DUFAQEhMT8fnnn2PlypVuY0k2b96MzMxMUBSFV199FS+++CKGDRuGmJgYfPjhhwDoGKXs7GwkJCTgo48+YvddunQpkpOTQVEUdu/eDQDYuXOny3F6c4yOGI1GpKeng6IoREVF4d577wUAVFZWIjMzE1KpFBkZGR5dt87w9LwYNm7ciOHDhyMlJQWJiYmYO3cuWlpauj0Oc21GjBiBAQMG0G6Q++9HbW2t03UD6FigzMxM9ny7Y/fu3Rg5cqTXjBqgLXDYTedrtcy1PP3q1asRGBiIESNGOC2Pjo5GdnZ2t8fydH9PtxuQkYWQsHBI26oKh6qlOJq7FQpNMG6YNLHb+QD0WzRf072ZDK8ABQeGjVzCy+BhLmNsgLYifTw7z/OuKO6aYFrsDt62yOhzyCWEwWAgAIjBYOBkvP3795MlS5Z0uc3s2bPJypUrycqVKwkAsmbNGqf1o0aNIoWFhWT27Nmk4+WeM2cOefnll4nD4SCEELJv3z6iVCrJgQMH2G2+++47AoD897//JYQQUlxcTIYOHUpaW1vZbYqKiggAsnLlSpf5ASD9+vUjeXl5hBBCPv30UwKAPP/88+yyjz/+mFAURQoKCtj9cnJyCACSk5PT7XF6egx3pKWlkZtuuslpWWFhIcnKyrqg69bZfD09r7Vr1xKKosi3335LCCFEq9WSMWPGkGuvvZY9bmesXbuWiMVismnTJkIIIUajkUyePJmkpaURnU7HbgeALFiwoMuxOhITE0Pmz59/QftcKB/vKyLbT9WS6upqYrPZ2OWrDpSSzfnVTttef/31ZOTIkWT9+vXkiiuuIKmpqWTMmDFk+fLlHh3L0/093W732Xrywd5z7L9tdgdJTs8iEx98npQ3Gz2a008na8jnf5R0un7BggUkPz/fo7G45lBZM8FzW8jp2tbuN+6G6z79ndy/No+DWXHL13+VE/ELP3b7PfOU+H/tJG/vOsvJWFyx6VgVwXNbiNFi635jD/jpRA3Bc1tIi9HKyXgXO7xVbC427r77bsTFxWHRokVs+e4dO3YgMTERSUlJbvd5+eWX8corr7DFwsaOHYv09HQsX76c3ebWW2/FjBkz8Oyzz+LcuXOYPXs2lixZAj8/P4/nNmzYMFbtuOWWWwAAhYWF7LJbb70VhBDk5uZe+IlzfIzZs2dj27ZtqK6uZpetWrXKSdHw5Lr1BkIIXnjhBYwdOxa33XYbADqO6bXXXsOuXbu6PAdm3/Hjx7NKo0KhwNtvv42TJ0/i008/7fG8zpw5g4qKClx99dU9HqM7bA4H6vQWVJ78C9HR0Zg7dy67Ti2TQG91fvMtKyvD8ePHsWTJEqxbtw4nTpzAM888g7///e9YuHBht8fzdH9Pt9NZbE5pwqcLTqH01DGs+tdzXdavaY9Swl/FRmviUrHhb/CwSiruVcuI9vjJxbyLsTHZHKAoQM5hryjg4ijH0BcIhg1HSKVSPPvss8jPz8ePP/4IAFi0aBHmzZvX6T5qtRqvvPIKsrKykJ6ejszMTOTn5+PcuXNO23388ceQSCQYNWoUEhMTcd11113Q3JKTk9n/Dw4OdlnGpMm3NyYuFK6Occ8994AQgq+++goAbSisXbsWd955J7uNp9etpxQUFKCsrAzjxo1zWj5kyBAAYN1Y1S0m7DnX4NRDidm3o8skPT0dCoUCO3bs6PG8cnNzIZVKMXbs2B6P0R01rWY4CJAQEYyAgABERUWx69y5okwmE/R6PRYvXozIyEiIRCLceuutmD59Ot58800YDIYuj+fp/p5up7fY2RRfAPjvf/+L6dOnIyYq0uNroOBxVhTrilL2PjySz8HDXLmhALpmD/+yougGmFwZb0wGGV8/t32NYNhwyMMPP4yQkBD8+9//xh9//AG5XM7GUnTE4XBg6tSp2LZtG3744QccPXoUeXl5yM7Ohtns3LgvMjISCxYsQH19PcaPH3/B82ofj8F8kdwts9t7/qXg6hgxMTGYOHEivvjiCwC0ETFo0CCEhdHZLBdy3XpKfX09ADqbLTMzk/276aabEBERAYPBgJpWM744WI5dZxuwbH8J68Nn9g0KCnIZNygoiF3fE3bv3o3s7Gyo1Wqn5YQQaLXaHo/bnsIGA/xkYlwzOhuNjY14/fXX2XXuDBt/f7rnUsfP+bBhw2AwGHDixIkuj+fp/p5uZ7DY2bdXi8WC1atX4+9//3vXJ90BpqEg4WHjRK3JBqVUBDkHQaf8DR7m2LDhoWLDZQNM4HysjpAZRSMYNhyiVqvx+OOPY//+/bj33nu7VGvOnj2L/fv348EHH2SzPDrD4XBgw4YNyM7OxgsvvNCrh6OnMFWf2/+46/V6rx8XoN1Rx44dw+HDh7Fq1SrMnj2bXXch180dnpxXaGgoAGDOnDnIy8tj/44cOYLq6mq8/fbb+N/JWoSqZXjqin4AgMq2cv3Mvo2NjS7HbmpqYtf3hNzcXLduqC1btqCoqMijMQghyDlbj9pOOnWfqdNjQKja7Zuk2k1W1MCBAwHQn9H2MNe54/KOeLq/p9u1fyhu2rQJAQEBmDBhQpdz6IhCIoKdENh42D6i2WjlxA0F8Dl42MZJRhSDHw/Pk26Ayd05Cq4oZwTDhmOeeOIJqNVqBAcHdxkLwagLHR8g7lw177//PkaNGoVNmzbBZDLhqaee4nbSbggPDwdAP4wZCgoKvH5cAJgxYwY0Gg0++ugj5ObmYsqUKey6C7lu7vDkvFJTUxEfH48jR4647D9v3jzs/GUXKltMGB4bgCCVDP5yMep0FnbfuLg4HDhwwGm/Y8eOwWQyYdKkSR7NsyNnz55FeXm528/U//73P2RmZuLAgQN45513sGTJEmzfvh3z589nr8vOnTvx7rvv4r1Pl2PO3bOw40w9fvvtN7z//vuYOnUq3n33Xdw4ZSrKtSYkh9KKUE1NjZPCppKKYbI5YGtnXEydOhUAXGrw5OfnQ6lUYvDgwU7Lq6qqnP7t6f6ebtfesPn888/x8MMPX7Dcr+SxrN9stCJQyY1h4yeT8LLysMHKtStKDB3PlAxaseHu8cu4ogTFhkYwbDgmJCQEe/fuxTfffNPldgMHDkRSUhJWrlzJPmTXrVvn8pAtLCzEl19+iX/+85+IiYnB22+/ja+//pqN4/EW/fv3R2xsLDZt2gSATsdm4l68jVKpxG233Ybly5dj2rRpkErP/5B7et06w5PzoigK77zzDrZs2eJ0ndeuXYu1a9ciLmUwbA7CBqMGKqXQmmzsvosXL0ZOTg57DJPJhHnz5mHgwIGYM2dOj65Jbm4uxGKxU9yP3W7H888/z8YytbS0IDQ0FA6HA5MnT0Z0dDTWr1+P0tJSvPHGG3jmmWeQknUl7DYbGgwWBAQEIC4uDoMGDcLTTz+Du197H0qpCClhauzbtw/R0dF4/PHH2eMxQbntfzxvv/12jBgxAq+88gp0Oh0AuvDg+vXrMX/+fCe32TfffIPo6GinKt2e7u/Jdg5CYLTaoZJJUFJSgj179uD++++/4GvNNMLkYwCx1mRDIAfxNQD/g4e5gp+KDbeuKEaxEfpFteGbZCzv0Jfp3jU1NSQjI4MEBQWRuLg4cvPNN7vdrr6+nt0OAMnIyCDLli0jhBCSn59Pxo8fTyIiIsjVV19Nnn76aZKVlUXUajXJyMggL730EomMjCSRkZHkww8/JIQQkp6eTgAQjUZDbrnlFrJixQqSlpZGAJC4uDgyZ84cQgghe/bsIRkZGQQAiYiIIHPnziVHjx7tdtldd93Fzj0nJ4cMGTKEJCcnkylTppCdO3c6HYeLY3TG3r17CQBy8OBBl3XdXTez2UyWLVvm9rp4cl4MmzdvJtnZ2SQxMZEMGzaMzJo1i5w9e5YcKG0iC3eeJva2dNR1RyrJ13+VO81x06ZNJCsriyQnJ5O4uDgye/ZsUlNTQwgh5IcffnC6HhkZGWTXrl1ur8PJkyfJo48+Svr160fUajV58sknyVNPPUXuvfdekpCQQCQSCSkvP3/s++67jxw+fJgQQsjDDz9MvvrqK/L666+TxYsXE0IIeX7Jf8m19z9LFmwvIAaLjTz22GNk37595M+SJvLPn0+Ts/V0OnpeXh4JCgpySkev05nJgu0FpErrnDbd0NBAHnroIRIfH09SUlLI0KFDyWeffeZyLlu3biX+/v5kxYoVPdq/u+10JitZsL2AnGvQk1dffZXMmjXL7TXtjhYjPU5xo97tel+me9/3zWEy+bPfORlr1Z+lRD7vf5yMxSX3fPUXmbr8T87Ge/aH42Tke3s5G48Lnv3hOBnx3h7OxrPY7ATPbSHfH63kbMyLGcGw6QJP6tgIXH78kF9FVvxZyv7754Ja8slvxT6c0XmGDBlC7HY7MRgMZPjw4USn05HHH3+c/Pzzz4QQQsZOuY38e/Vm8rdFq8iZOh3Jzs4mFouFrD5YRr7Lq+hybIPFRhZsL2CNH75R02oiC7YXkJoWU6/GsdjsZMH2AnKqxn2tGF8aNjNWHiC3rz7EyVgbjlYSPLeFWGx2TsbjihkrD5A7ODpHQgh5bdspMujtHM7G44JH1x8lV320j9MxJS/8SNYcKuN0zIsV3rZUEBDgKxVaE/qHnHexBCgkbH0RX1JcXAyZTIYNGzbg5MmTWLlyJdRqNR588EFs3LgRrTodxOoANBWdRHzScBwrqUW/fv1AicQoaTJicmrXfZQUEhFEFH/9+My8eht4KhWLIBFRvI2xGRCm7n5DD/BnG0TaEOSm0rSv0FvsCOKgZQSDn0zCy5YKXLqiAKFfVHsEw0ZA4AKw2h2o1VlwZVIIuyxAIYXB6oDV7mBL+fuCnJwc3H///bj11ludljPp6o0GC46qB+OhkXEoqNPjaFUL1q1bh9N1OlgdpNsHJkVRUEldU775gt5iBwVuukIredoIs9lkRSBHWVF+bTFTrWY7grzXoeOC4Tp4WM3Dlgomm4PT4GFA6BfVHiF4WEDgAqjVmUEARPmf76SuaWusyAQQ+4LTp09j2bJlKCoq6rT+Sr2eztwKVcuQGKyC1mRDq8mGU7U6RGvkHqUR8/mtUG+hM01Eot4XPVPwtBEmHTzMVbo3bTzwLYBYb7FxHzzMs8+sNxQbpVQspHu3ISg2AgIXQHWrGTIx5SSVMwaB1mRFqNo3kn5KSgr+/PPPLrep11vgLxdDIRUjSkMbZhUtJhTU6TEqPtCj46h5rNgY2jKiuEApFfHy7ZeuY8NVVhSj2PDNsOG+QJ/Z5ntFtT1GqwMhHP9WqKT8fenoa/hxlwUELhKqW80I95ND1K42ilIqglREocWHio0nNBqsCFbSP6ZKqRhBSin2nGuA3mJHaphnvcdUMrFLvyi+YOAwTVghEcPEs9RZQgi3io2Cn4YN3VKBu3duxuXGJ4PcaLVDyVGfKAaVTCQoNm0Iho2AwAVQ02pBRDs3FEDHngQoJNAafR9A3BWtZhv7MAOAfkFKVLaYEeUvR7ifZ2+P7qoP8wVaseHmJ42Pio3BYofdQVjXZ285H2PDL8OG+zo29Fh8irPxSvAwj3uc9TWCK0pAwEMIIajTmTE40lXd0Cik0PLoh9MdLSYbEoPPR4nemBaOzGgNojQKj6vzqmQS6C1dN7b0FQaLnbPidQqpGI0GfhmqTJwI40LqLTKJCDKxiHcNIg1WO9RybptgAuBVnA3XLRUAWoXlkyrlSwTFRsBr2B2El40Ee4reYofR5kC4Wu6yLkApgdbIb8Omo2IjFYuQEKyC7AIkcTWP/fi0YsPNw0IpEcHIs6woRnHw4/ChH6CQsB3D+YDdQWC2OS59xcZmZytcc4WfnH9p7b5CMGwEvEKjwYL39xZhe0Gdr6fCGbVt/aDC3LhtAhRSXtSy6Qy7g0BvsUPTy7d9lUwMo80BOw8bRHIZY6OUimHimazPPLT8OIw/CVHL0GiwcDZeb9G3deHmtlfU+Xo9fMEbrih/uYT3cX59hWDYCHiFTfnVaDHbcKBMe8moNqXNRmjkErc/ugEK+keFr+eqs9hA0Hs3BnPufPPlE0JoxYar4OG2miB8up86Lzz0g1VSNPJIsWHUQG6zonjqipJwa9hoFBLexUv5CsGwEeCcOp0Zpc0mXJscAjshaOBZrEJPKazXo3+oym08ikYugdVBeFnUDQBa297keht4yrh6+CZ5W+0ENgfhzhUlFcFO6DH5AhML48dRjA0ABCulvIol0nNUPbo9SqkIFMUvxcbEcXdvQFBs2iMYNgKck1fZAo1cgjEJQRBTFCq0Jl9Pqde0mKwo15qQEuq+Oi9jMPD1h6Wl7Ue914pNmyLCtzgbJs2Vy3RvgF/KlDcUmxC1DA16/riimPvIZbo3RVG8aqtACGmrPMyxYiMXFBsGwbAR4BSHg+BIZQsyozWQikWI9JejQmv09bR6TX51K+QSEQZ0atjQtUVaeBpn02qyQS0VQ9zLqrxKmRgUAD2PHvhAO8OGQ8UGAK9SvnVmO+QSEadF5oJVPFVsOH7oq2Vi1jD0NYyq65UYG8GwASAYNgIcU9ligs5ix9AofwBATIAcFVqzj2flGRVaI344Xu0SGFvTasa+oiakR/lD0slDRS4RQS4R8faHpaVDRlRPEVEUlFIRDDx5SDAYOH4gKtrG4VMAsc5sgx+Hag0AhKhkaDTyR7HReyHGBqAzo/iS1s6ogFy7opgYGz7FhfkKwbAR4JTKFhMUEhHbWiDSX4FanRmOi+DLtuN0PQ5XtOBMvZ5dZnM48OWhcgSrpRifHNrl/hq5xKf9orqi1WzjrP6JikeyPoPJSjfAlHNUzZWpCsunlG+dxcZpfA1AKzYNev4oNt4IHgbozCi+KDbnDRvug4ftDsIrldFXCIaNAKcwlWyZANtIfzmsDsIrudsdDkJQ1UIrSydqWtnlZ+r0MFjsmDU0qtsfIiYzio+0mGy9TvVm8JPxrxCYyeaAXCLyuNBgd0jEIkhEFK8UG73FzmmqNwAEq2RoNll5k76vt9hAUdwZqAx+cgmPFBvvuaIA/lWS9gWCYSPAKZUtJkQHKNh/h/nJQIHuscRn6nUWmO0ODI/R4ESNjo2VOVLZgn7BSgR40J9Ho5DwtpZNx+J8vSFAIeVVUTcAMNscUHDde4dnlVx1Zm6bQwJAiEoKQsCbz63BSp8jVwYqg59MzJusKEax4frzej6BgR/30pcIho0AZ1jtDtTpLIjSnDdspGLaLVXdyu/MqOpWM8QUMDk1DCqpGL+XNKPRYMHpej2GxQR4NEaISoZ6HmWYMBBC0GrmTrEJUknRxDPDhlFsuMRfzh/3BcC4org1bIJVtMuYL5lRXPeJYuBTYK23XFHnFRv+GOO+QugVJcAZ1a1mEADRGueWA5H+ctTwXLGpajUjzE8OuUSMoVH+OFGjg95iR4BCiiER/h6NEeYnQ6vZDpPVzgaf8gGzzQGLnXAWYxOklKLZaIODEKcu577EbLOzKdpc4a8Q8+ohoTNzH2MToqKVSL64ivUcd/ZmCFRKca6RHz3OzruiOFZs5IJiwyAoNgKcwQQOB3Vw20T6y3nviqpuMSGqrWv3wHA/NBmtOFLVgmuTQyDyMEU63I/en2m9wBcYnztXXaGDlFLY21QgvuAVxUYmYQsb8gGdxc55VhSj2PDFsDFYuHe3AUCgUoImnpyjyeYlxUYhKDYMgmEjwBmVWjOi3XSKjvSXo9Vsh55HD8KOVOvMiGgzbGIDFLg+NQwPjozD0CiNx2MEKCRQSES8M+K4Ks7HwHTQbubJgwIATFYH500F/XlWot4bio2fXAyJiEJDJ/2ibHYHbPa+y7LxlisqSCnr0n1a3dJ3rnJvBQ8rJHTAe4uZP99LXyEYNgKcUdliQpTGtfN1lEYBCkBxEz8L9RmtdhitDjZFnaIojE4IQlyg8oLGoSgK0RoF7woStppskIgozqRvf7kEEhHFqzgbs5dibDqrC6I1WvHExnwU1Oo4PWZX6MzcZ0VRFNXWCNP9vZy64gCu/Pg3OPooa0pvsXlNseks4H17QS2i/rkTO073TcNeo9UOEQVIxdy6cSmKoj+zJveKze2rD+Gh745weky+Ihg2PqDJYMW3eZUo4onPlwssNgfq9RZEtwscZlDJxIgLVKKgru8eAhcC86MerOo+86k7YgIUKO+ihYSDkD4P1NRZuM00oSgKgQpJp4bNrrP1eG/POeRVaDk5nieYvBFj09b/y+ymlk3uuQZ8uK8YEz79vc8yxPQWO+fBwwDdL8qdYuNwEGwrqMPvJc3YfKKG8+O6w2C1c9oniiFIKUWzyerWQNtxuh4A8N/fSzk/rjuYzt5cZ34BtLu5M8XmuyNVWP5nGax9qMD5CsGw8QHbT9fiZK0O3+ZVQsujt97e0FngMMOQSD+crNF12XunyWBBSVPfG3tNBgso0GnMvSU2QIEGg9XteeotNnz4azH+s68Yx6paen0sT/FG3EJnmVGEEBwobUazyYYdp+v7rDCjN9K9u6oLUtxoQLifDLU6M37so4e+zktqRmdtFSrb3DMBCgk+/q2Y8+O6Q++lGJugtrR2d/eypE1J/uF4TZ+4y41W7vtEMdAqo+tvj6WdcX6ovO9eOHyFYNj0MXqzDafr9Jg6KBz+cgl+OF7jUQns6hYTrwIZO1LRYoJKKkJgJ/VeMqIDIBJRnX6pKrQmvP9rMVYeKO9zRaPRaEWAQtLrPkoArdgAQKUb1Sa/uhU6iw2hKimOVbW6rPcWBiv3cQuBSve1bHQWO4w2ByYNCIXeau+ze+mtdG/AfTBmcaMRY/sFISNK02cPCrqlAvcZQ7QryvU+Ma7jv4+Ox8EybZ+U6jd4Kyuq7aXFnTFe2mTELUMjYbE78GdZM+fH7ojRC529GTQKidusqMp2MUQ5Zxu8cmw+IRg2XSAWi2GzcWtMnG0wgAIwNFKDqYMicK7RgBM1Opyq1eFkTStsDleZ8FStDp/8XopPfi/hTZGpjlRqTW4DhxnkEhGGxwTgz9Jmt1VOfzpZg4QgJdQyMf7qQxcGQLsGmeyQ3uInlyBAIXHrjqrUmhAXqMTohCAUNRr6MG7BC4qN0r1iU6ejA6cHR/pDRKFP0vwJIV5RbJRSEcSU81s+83tQrDUhJdQPaRF+ONlHcTY6i53z4GEACFXLUOfGAC1qNEAqpjBhQCiajFY09EGwOB08zP1jKUjVuWFT0mzEuMRgqGVinG3XTsVbGK3cu00ZOlNsypppI3VsvyD8VtzolWPzCcGw6YLAwEAYjUa0tHDnNijXGhHpr4BMIkJ8kBKDIvyw7mgV1uZV4tsjVfjv76VOWQhmmx3/O1mDlFA1JCIKu87WczYXrrDaHThTr0e/YFWX242KD4TOYsORSufrabTaUdlixuj4QGREaXCqDwMyAVqxCeIgvoYhNkCBCneGTYsZURo5YgMUsDqI24eJNzBYbFBx/BYcpJSi1Wx38dfX6ixQSUUIUEgQopKhWud9w8ZiJyAA5Bw/LCiKgp/cOTOqtrYWhBCUGkRIDVcjLdy/Tz6vVrsDZpvDKzE2EX7u60wVNxoQH6hEYtv3urQPgv+9VceGKUHRUWU02+yoaTUjIUiJpBAVihq9f460K8pLio3cvWJTrjVBLKJwdVIIChsundjOzhAMmy5ITEyEXC7HkSPcRZKXN5sQG3g+wPaWoVH4W1YMnrkqEY+P64cGg9VJ2j5Ro4PB4sD0IREYkxCE49W6Pk2/9IRTtTpY7A5kRHedGh2olGJYTAByzzU4nUNpkxEEQEKQCilhajQYrH1ac6LJYEWwBy0TPIUJIG4v3TPB1VH+CoT5ySERUU7ysDfxRgptUJvC1fENuE5nQZgf3Sss3E+G+j6o6WNuqwvCdbo3cD4ziuHIkSOgFH4wyQKQEuaHfsFKlGtNXv9OMq0dvOGK6qzOVFGjEf2CVWx2YF/EvzEtFbiGcZF3/LyWN9PfQcaA64sifkzwsDegO3y7V2yiNXIMCFWjqNFwyXcAFwybLpBIJBg1ahRycnLw559/wmzu3dunxeZAjc6MuHa9lMQiCv1D1AhQSBGqliE7NgB7ixrZN+Hj1a1IDlVBLZNgUIQfzHYHzvLM4j5YrsWAULVHdVKuTgqG3mLHgbLzxltxkxHhfjKoZGI2NbyvWjDY7A60mG2cKjYJQUoYrHant+CqVhMIaKNHLKIQ4Sfrs2rM3nhYhKqlbl1NNTozwv1oo6evWi+Y2uqCcB1jA7S1VTDbYDQakZubiz/++AMhA9IBikJqmBrxgUrYHQRVXr6XjAvaK4qNvxz1eouLi7i40YDEYCWUUjHC/WQobe4LxcbmlawoqVgEtUzsotgw5xQXqERsgAJVffCyYbJ5N3jYXVZUWTPtBo/SyGGyOXhVn8kbCC0VumH8+PGw2WzYtm0bfv75Z4SFhUEikfQoVa+21Yx9hQ0IOhuOPzsxAoxWO3adrEHdHxr0C1Ri84kajIgLxIrDtBx89mw9lvwqwth+wb06Ly6wOxzIr27FqVo9xvcPwYrD7jOiOlJbocVbW424KS0cYpEI207VItxfhhWnAgEAx07WQHtAiSEXUByvp2hNVuw/VQf/06H4naM4G0IIjpyswVsHVGyBv4I6HU7W6LChLAIUReFASSN+sxNUJoVwcszOsDscyD1aDXu/IORdYF2e7jheUIuG3+XIaOul5XAQfJ9fheExAajZr0Zhgx55FS2QnYz0SmorQ53OjP1nGxB6LoLzh+KhsibUthhxMsABiqIwadIkHCbRCFSeRqhaxhZbK2s2XnDdowvBm4pNhJ8MDkJfx8h25RqKGg2YMCAUAK1olPSBK8pblYeBtriwDkpwaZMRcokIYWoZwv3kqGn1vqvf28HD7urYMJ/P9tXRNRxkgfIVwbDpBoqicN111+GKK67AqVOn0NjYCKu1Z2+hf9RXYX898FRCbJc/9IpKBz47Vo9rk+XYVeXAQ9cmsDESwVoRPvmtFBOHpXCSnuwpLSYrKAD+7Y753p5z2FPUivuz45GREuHxWFL/YHz83REkxkkxIMwP6wpL8eYN/RAVRT8ga47rUFZPMGl4FNen4UJpaRN+rqjC3yfEcBqHQpXa8PXpRqzITIFIROHTowWgKDWio6MBAPpKO3aXNuC2cd49xzqdGT9XlOO64WGI8rDnlac0FBhQUGvF9dn0OZQ2GrC1rAzXZ0UiKtQPNQ4tfvq9AfdcGYZADhWxjpSXNuHnihrMmRjF+ZuwsYZgd4Mdr86+HikpKVAoFFi9/iiGRPq3FWSUQ0TRD8ix/Tg9tBNMM05vPPQZY6ZGZ2H/32yzo7TZiORQNQC6yGZfVNT2VuVhgHZHdVQQS5uNiAtUQCSi2tL3ve869aYrqivFZnxyCKum1urM7L29FBEMGw9RqVQYPnx4r8ZY25yHkQGDcOONo7vcbtg4E5L+vQvf6xx49/FJuOWqJHbdldfasKbxF5xWJ+K161J6NR9PMVnt6PfmLkhEFA4+dQUiNQpsOFqFn612bHzlFtw8JPKCx9xl74etJU0otflj8OhQzHvgKrYn02FZMj7dX4obbpjA9am4cHrvOYRWhuKW6ddxOm78sFYMWZILafIIjOsXhKO5BP+ZMQQ3jIoHANSHl+O7b4/gusnXc5Jm3hl/lWuBPySYetM1SAnz43TsQv8izN9WgInXXQepWIQvDpRBlqzEnDsnQy4RI7VBj5dP+SEpexxGJQRxeuz2NB+ugLgwADOm3si5MmSJq8bKhoNITBkERVsvnqNVrRgWQytxErEI0RoFypq968LQtcVNeCMrKqLtYVfdakIG6PM612CAgwApYfTDL8JfhnNedoHbHQQmm8Orio07V1R8m9IW7idHk9EKi80BmRfcmgxGq4Ozvm0d6SzGplxLG3Bhbfea702Je4sQY9OH5FVqMaybAFuAfoM69PSV+OPJcXimnVED0D9sc8cm4D/7ivus99K+4ibUtJpRoTUh49092HuuAQ+vO4qHR8X3yKgBgJeuTUZxkxHfH6vGwhtSnRpNZkZrUNpsdFtbg2sKGwzoH9J1NldPGBzpj3H9gvDfP0qx40w9TDYHpqSFs+sTg1WwOYjb7CkuqdPTP2Bham7cbO25LjUMLSYb9hc3AQD2FjViZHwgm53EVKH2dvyJ1miDRt4z93B3DIqgjcGTtXTdIYeDIL+6FUMjz3+P4wKVXo8/YWNsvBRYKxOLUN1y/j6drqPTnge0vdXTmVPe/T4yRS29kRUFuI/5Km0ysYYN0yuu3svZit50Rfm3ZUW1Dw422+yo1VkQF6iEXCJGgELCu0a9XCMYNn2E2WbHiRodMmM8ixtJi/DHyHj3b7lPXpEIk82Od/ec43KKnbLrbD2SQ1WofX0SzDYHrvp4PwZH+uPdaYN6PGZquB8OPHUFdj0yGtM7GEeZ0bRLqmNauDcorPeOYQMAfx+dgI351ViwvQDX9A9xil9IDKZ/TL3dVqNeb4FERHVaOLE3DAhVIylEhZ9O1QIAfi1qxBWJ5z+zCqkYgUqp1wMytSa6wKI3SApRQy4R4Xg1ndJd0mREq9mG9Ojzbr0ojRy1Xk5r11nsoCjuGycCtLs9LlDhZJydrtMjWiNnFaIIf++fIxNH5I3gYYA27js+0MuajYgPYhSb824ab+LVrCi5BA5CxyoxMJlfcQHnlSlvn6OvEQybPuJ4tQ42B2Ef2r0h3F+OeeOT8VZOYZ/0qdl1th7XJocizE+Or+8ehgWTBmDnnFG9lsWHRmkwPjnUZXmURo4wtQyHK/rAsGnQo3+Id3zNt2ZEIdxPhvzqVrwycYDTuih/BeQSEYq9bNjU6SwIVcu8omZQFIWZQyLxbV4lalrNKKjT44oOQe1R/nJUtXhZsTHZEOAFww2gsxYHhvshv5pWbI62tcIYEnnesAlRybz+lq8z0+0URF5yWyaHqnG2/vxn8XS9DqntXJcRfnLUGyxeTWtnHsbeckVFaRROJRYIIS6uKABeVzOMVu6LSTIwLzDN7WrZlLGZX/SLVWcFGS8lBMOmj8ir1EIhESE1jJuH6OPj+oEQ4MuD5ZyM1xk6sw0HyrQY35/O3rkxLQKvT07lvBhaeyiKQmaMxuuKjd1BUNRo9Jpio5SKcfS5q3HmpfFsdgmDSEQhIUjpdcWmTm9h/ere4J6sWBQ3GfHijyehkIhwVYcsryiN+xopXNJs9J5iAwBjEoKwt4guQ3+0qgWJwSqnjJJQdR8YNhbvtFNgGBCqxtmG81V3T9fp2fgagFYzCPGum0bfFiDtreDhaI2zkd1ktEJvsbOKTYBCAqmYuqgVm9A2l3NdO+OsTGuCVEyxhlugUgKt8dJO9xYMmz7ir3Ithkb5QyLm5pIHKqW4e3gMlu0v8WqxpaNVLbA7CEZ14hbzFpnRGhyu9G5rhcoWEyx2B/p7MTsgVC1DUieKUL8g71c6rdNZEMpRGrs70qP8MTjCH18eKsfMoZHw72BgRGm8XxtEa7J6xdXGcG1yCA6Va9FksOBguRaZHeLk+sKw8VZnb4bkUBXO1HU0bM4rNsxD0Ztv+vo+UGyajOcb1DKVlJk0fYqi+kTN8KZhw7zEtD+H8mYTYjQKVu0LbOt0fikjGDZ9xIEyLUbEBXI65tyxCThVq8PuQu81NTtS2QKNQoJ+wd6r0eGOYTEBOFGjg6mLbuC9pbCtL4y3FJvuSAz2vmJT72XFhqIo/Ov6FFyRGIw3bxjosj7SX+794GGTzauKzYQBoRBRFH48WYu95xpxVZKzuy1ULUODwerVFwyd2TutBhiSQ9So01ugNVrRYrKiutXspNiwvZa8WBHcwAQPeyHzC6AVGwBskDRbnK9dwdRAhRRaL7v36QJ9XnJFKaQQiyhnxaZDjSV39XwuNQTDpg8w2+zIq2zhXPXIjAnAmIQgfPZ7KafjtudIZQvSozReLbDmjmExAbC3ZaB4i3ONBiilIkT6e1ZYkGsSg1Uo9nKZ+jq9xSsZUe2ZMTQKex8biwQ3vcLoGBtvKzY2r9Z0ClbJMD45BK9uK0CT0eribgtVS2G2OVjFwRvQrijvKTZMIcm/KrQoqKUNfifDppOWBFzCBg97zRVFGzDlWtqgKWo0IEwtczKkaDXDu24abyo2IhGtOrV3p5W11ephEBQbH/Ldd9/h+eefx9y5c7Fnzx5fT6dXHKlsgcXuwMj4QM7HvnlIBHIKG7z2tnikqgXpUdwWdvOEAaFqqKRiHPZip+/iRiMSglR9brQxJAarUK41wWLzXkBmnc6MMD/fGG4ALf/X6FzL9XOJN7OiGG4ZGoWSJiNiAxRsDRsGJq7Bm+4ondk7nb0Z4oOUiA9UYs+5RvxVoYWfXIzkdi5UhVQMhUTUJ4aNt9SMKA0dsM80gTxbb3ApUhegkHhdsaGbYHrPSA3r4E4r05qcFJtAhWs9n0sNXhboa21txaJFi3Do0CGYTCaMGDECR48ehUjEWzusS/4obUaAQoIUL8RyjO0XjHn/O4XiRiMSOXapOBwEx6pacf+IOE7H9QSxiMLQKH+vBhCXNhuRENS3Lrb2JAarQAicKrxyTZ3ewj54fUGURg67g6Beb2HrhHCN1uhdxQYAbsuIwteHK/DImAQXQ7h9wGZ3He57is7sXcUGAK7uH4ydZ+oxKMIPmdEBLhlY3u79ZWirOuytFw2xiMKAUDVbo+dsvR7Joc73y9tqht1BYLE7oPRiAcAwtczFFRXbzt0WpJKi+RIPHualYfP7778jNTUVFEVBqVRCrVajsLAQAwY4p8xarVbYbOdvkNHYFoh54gSgOH8jERwMREUBVVVAY6PzwQICgNhYoKYGqO/QJ8TPD0hIoJfX1DivUyqBpCSgqQmorHReJ5MBAwYALS1AWRnKfzuJWWILRCdPAGIxkJoKGAxAcbHzfiIRvc5iAQoLXS/MwIGAwwGcPs0uyjBZMai+BCfKG5EYKAdOnXLdr39/ek4FBfT+7enXD1Cp6HV2Zym9SBkEvcWOkaY64LjOeb/oaCAoCDh3DjB2CICNiABCQ4GSEkDXYb/QUHp9eTmg7aDGdLhPN9hrcfZQEZAq8sp9shWcRvyggex9coLj+8SSkkLvf+oU+hssGFRfgro//kJyv+Ae3yfExQEaDXDmDD0n5vzsDjgam2hXlBfvkxMd7lNCgwGD6kvQdDAPEUmRnHyfnBCLoTVaEAILcPy48zqO7hMABAHIvToAQDNgCnG6T+Fm+jtoytMAIVkXfJ8AdPt90llsSDM2uJ4jR/cJAO6Ra/HsweP4KygA464e5nKfRmgrgEIKuKpn96m775OpVY/hzWWu53gB98kJN9+nCZZqGPKqgavjUFivxxSq0el4afUl+MPRplD34D51930yF5VgUH0Jwkr8AQld2JLr51NWSzmatBIA6dBV1yGy9CwGNyiA47RSFVvThFazDbamZkgqK5zH7IPfPRcu9Hdv8GDXMTpCeMjXX39NHnroIfbfEyZMIL/99pvLdgsWLCAAXP4MACHt/1QqQiwW+r8d10mlhDQ3ExIV5bpOJCKkrIyQQYNc1wGE5OcTMm6c+3W//krI1Knu123ZQsi997pf9+WXhDz1lPt1779PyOuvu1336+wn6fXu9nvqKXpcd+vuvZeej5t1ZVdOJFfd9bb7/caNo8/f3bpBg+jrJhK5rouKoq+3VOq6zgf3adXSb/r0PpHXX+f8PpGpU+nPm5t1e6PTyO8/7b3o71NX36cpM14l56bMuqjvU3ffp5n/2kjsfXSfbJSIbNtxqM9/9w7MnN1n98n+t7+RaTNfc7tu9+CxPb5P3X2fHH38fdKNGO123dg73iLmG2/q0X3y+ffJAyhCCOne/OlbduzYgRUrVuCbb74BAIwaNQpr1qzxSLEJCQmB4eBBKHmi2OTuPoy53+dj3d+yMCjSH5BIaOuVQ4v4we+OgBowAJ/fObznFvHp04DNWZ585q8W/N5sx/7rIzh/c/HkDfNIpRZ3fXUYWx8aifh+UZzeJ7uDYOgHv+HlR27EPQM0rm+YXrhPAFzeXG78/A9MTYvAo+P69fg+daYEnK3XY8S6c9g7/0YMMdb7RLEhhCBr6V68OmkAZowZwLli02oj0HxZhB33DMFEWYdA7D58wxy/7Dfclx2H2bdeecH3CUC336es1Sdxa6AZL43s0DSVQ8UGAOZuOIbtFUbkvf83+Ouane7TY98fg8xfjaVPT71wxcaD79O//pePA7sPYfMDI53Xc3iffj3XgDkbjuGjZ6Zg/JdHcXRqJIaGnXdHff5HKT4otuHoP6d6RbEpP3YGk9/5Gd/cPQzpTLFWjp9P3+VV4o195Tjy0X34+ffTePbTnfjjyXHwk9Pu2mMNJqRvrkLhY1lIMnQ4Xh/97jlxob97F6tio9VqyfDhwwkhhBiNRjJ48GBit9u73c9gMBAAxGAweHuKHqE320jiwl/IrC8OevU4T2w8Rka9v5fzcYcs3k2e23yc83E9RWeyEur5LWT9kUrOxy5vNhA8t4Xknq3nfOwLYcIn+8mD3+Z5ZeycM3UEz20h1S0mr4zvKYkLfyELd572ytgljfR93F/c6JXxPSV9yW7yj/+d9Nr4KYt2kX/+XOC18Rl0JispbtC7XXfv14fJjf/9w2vHfm7zcTLivT1eG58Q+vykL/5IbvzvH0T8wo/EaLE5rV+2r5gEv7rNa8c/XtVC8NwWcqxS67VjbD1ZQ/DcFtKoN5OPfi0iQa84n8/ZOh3Bc1vIwbImr83B1/Ayxkaj0WDevHmYN28eDAYDPvroo4sqcPhsvR6bj9fgq78qUK+34L3pPe+p5Alp4X744mA5CCGcBd41GSzIr27Fv65P5WS8nqCWSzAgVI28yhbckh7V/Q4XQElbcS5fBg8DdA0Nb3WGZjIjglXeDaztjiiN99oqaNsCPb2dFdUdYX5ytuGoN2g127yaFcWglks6rSMTpJLidL3O7TouYIKHvYlaLsHYhCD8dKoWQyL9oehwvAClBM1GK6e/pe05X4TQe/eS+U0rajSiuMng8hvHtB+5lAOIeWnYAMBtt92G2267zdfTuCAa9BbcseYv5BQ2QCOXYHJqGN6bPggxAd59eKaF+6HFZENVixnR7aLfe8P+kiYAwLh+fVtxuCOZ0RrkeSHlu7TJCLGIQgxH16unxAcp8Xtps1fGrtdbEKSUQspRteueEuXvvbYK2raaI97OiuoOb1cfpjO/fPtz7e3CbnqLd4sQMkwZFIHcc43Ijg1wWRegoJtI0pWeuZ+Lrq1thLeqKwN03y+lVIS/KrQobjS6FFf1b6tgzXSMvxThrWFzMbHmUDk+/b0UvxY1Ii5QgW/uHoaZQ6Mg9lLDuo4MDKdLn5+q1XFm2Pxa1ISUMLVPa6AAdKfvj38r5nzckiYjYjQKzlpc9JS4QCXKmo1eeUOs03m36rCnRGkUXqtHxNQc8fVDP1QlRV6ld9pjWO0OGKx2nxtvQUovp3tb7V594DPcnhmNLw+V4+HR8S7rmGusNVm9Ytgwio031TepWITs2ED8VtyEU3U63Dgw3Gm9TCyCRESxRtalSI+u7vTp05GYmIh+/fph3LhxiI6OxpkzZ3DNNddwPD3+s+N0Hf72TR5mpUdhwaQBuHt4DAa067HSF0T4yxGgkOBUrQ7Xdmi22FN+LWrEFYnB3W/oZTKjNSjXmtCgtyCEw3osJU1GtvmdL4kPVEJvsaPJaEUwxz2d+qLqsCd4s62C1mSDWERB1QcPxK4I85N7TbFpYVUpHys2bXVsvOemsbE9qbxJXKASR5+72u065hprjTbEuAo6vUZvsYOivFeEkGHigFB89Fsxmo02PHeV8/OIoij4yyVoNXmvUrav6dHV/fLLL/Hee+9BqVSisLAQH3zwAbZt28b13C4KPvu9FFckBmPdvVl4fXJqnxs1AP1BHRjuh1N13Pi/zTY7DpQ144p+PDBs2qq8cl2oz9fF+RiYUufeiLPxdXE+BjrGxgTihQRMprO3r6pHM3izeeL5OCLfKzZWO4HBS60jaFeUbw1Upmt7i5fcNDqzzatFCBmmDIpArc4Ci92BtAjXZ5KfXHxJKzY9MmwCAmhTVq/XY/To0XjrrbcwYcIETid2MdBqsmHLiRrcmxXj66kgLdwPp2q5MWz+Km+ByebAuETfxtcA9Nt+mFqGPI4Nm5Imvhg29ByYTsNcQrdT4IFh46+A0epglQcuaTZZ2T5GviRMLUOjwQqbnfv2GGwckdL3MTaA9/pF9UXwcHewio2Xqg97K3anI+3bfgyKcG2J4yeTXNIxNh4bNp999pnLssceewxr167FI488gvLyck4ndjGwu7ABZpsD0wZH+noqtGLDkWHza1EjwtQyDPBSmf8LgaIoZMZokFfJbYxGabMR8YG+N2z85BIEKaUoa+besKnXWxCm9m2MFADWuPKGq6ZBb0UIxy68nsCcY4MXgmvPxxH5XrEBvGfY8EGx8Zefd0V5g746R4qi8M7UQZg/IdmtIUUrNpeuK8pj0/E///kPHnzwQYjF52+KXC7HSy+9hKamJgQF+f7tvq/5+XQdMqM1XuuBcyEMDPdDWbOJ7inTyzeCfcV0fI2v5X2GzGgNfjpZx9l4zUYrWkw2Xig2AO2OKvWCYVOn50fwcPsmkf05NpYbDRafp7MDYGOZ6nRmzn8PtDyKsQHgtcyovsqK6gqRiI4/8ZZio7PY+sx4e/bqpE7XCYpNG//617+wceNGl+VmsxnPPfccp5O6WNheUIfJqWG+ngaA85lRBb2MsyGE4NeiRp+nebfnqqQQHK9pRQ1HAah8qWHDEN+WGcUlhNCNJ/kQY+PN7tcNBiunQeU9hcke9EacjdZkg0wscqm50td43RVltfs8CBxo6/DtBbcp0OaK8rHxBtBK8aWs2Hhs2Nx8880YN24cdu7cCQA4deoUnn76aSQkJODHH3/02gT5SkmjAWfq9ZiUwg/DJilEBamY6rU7qqBOjwaDlRcZUQxXJdFzYWrr9BYmnoUPriiASfnmNni4wWCF1U4QxQM1US0TQy4Recmw4Ydiw8zBG+eoNVl9rtYAgEIqhkIi8qIrqu/UjK4IUEi9Eg8G8Occ/eRiQbEBgGPHjiEqKgqhoaGYMGECbrzxRkRERODIkSP4/vvvvTlHXvLL2XooJCLeKBtSsQjJIWqcrOmdYbOvqBEKiQjDvJHr2EM0CiliAxQo4CiGqLjJgBCVtNMKq31NfJCSc1dUpZY2lKI1vi1ACND+fm8VsGs08CPGRioWIUgpRZ3OO4qNrwOHGZiUb65xOAiMVofPg4cBQKPwniuKD3FEAB1L1HoJGzYef1s+++wzvP3228jMzMTcuXMxYsQIxMfTBY4iIiK8NkG+8suZeoxLDPa5PNye9GgNDpX3Lsj216JGjIoPhEzCrxYWqeF+OF2v52SsM/V6DAjzfWA0Q1ygAhVaE+wOwllRx8qWNsPGx5WVGULVMtQbvBE8bEEIDxQbwHvVh7VGq88Dhxm8VX3YaGVaDfj+99SbriiDhR/uNjrGRnBFYcuWLejXrx9GjRqF3377Df/85z9RV0cHdO7evdtb8+MlNrsDO8/UY0IyN8XwuGJcvyDsL2mCw9HzeiG/FvOjMF9HkkNUKOTKsKnT8yLjiyEuQAmbg6C6lTt3VGWLCUqpiBcuDMA7D31CCBq9UNiwpwQppWj2wpu+1uT7dgoM3qo+fL6Hku8f+gFKqdcUG6PVASUPXoaFOjZtfPjhh6iursbnn3+O/v37Q6/XY/jw4UhLS8NTTz3lzTnyji0nalCrs+DWDG4bM/aWcf2CoTXZcLymtUf7n2vQ42y9AeN5ZrABjLuGmwf/mXo9kkP4Y9gwFZC5jLOpbDEjWqPgTWabNwwbndkOu4Pwoo4NAAQqpV5pLEjH2PDjHL1l2BjaFBs+qBkBConXYmwMVt/X6gEufcXG49eAKVOmAACGDh2KoUOHYu7cuQCAoqIivP76616ZHJ944NsjKKjTYXJKGFYdLMfMoZFI5tFbPwCkR/lDLRNj77lGDI06X6CpxWRFfnUrxnZTSfjHE7XQKCS4koeKTUIQnTnUW3eNze5AcZORV/cuJkABigLKmo0YncBNzFZViwlRPIivYQhVSXGkitsAaUYdCeSNYUN3huYarcnGiyBwgI6xadB7U7HxvTKlkXvPFWW02r3eTsETBMWmGxITE/H4449zMRdeM3VQOAaG+2FJ7jlIxRT+c/MQX0/JBYlYhMmpYfj6cAWsbRVQP/y1CHFv/IJxH/6Gbw5XdLl/7rkGXJ0Uwrv4GoDOYOLCXVPVaobdQXiT6g3QgadR/nJOqw/X86RPFIM3FBu+NMBkoBUb7h/6LSYbNDw5R68pNm2GDR/UDO+6ouw8cUUJik23jBgxgotheM2MoVGYMTQKn9wyFGKKgqiPOndfKE+M64eJn/2B+Dd+QYhKhuM1rZgzOh7VrWY8vO4owtQyTHSTok4Iwf6SJjwxLtEHs+6ehCAVgLau3AE9N0rYVG8eGTZAW8q3ljtFo15vQX8eudu8Ydg0t71V80axUXgnxkZnsbEVcX2N92Js6HvJixgbhcRrlYf50DYCAPxkYljsDlhsDl6+yPaWS++MvIxULOKtUQMA1ySH4vS8azArPQoj4gLwxR2ZWHbLUHz7t+GYMCAUD687ymYgtKes2YSqFjPGJAT2/aQ9IFojh4jqfU+l0mYjRBR4I+0zxAcqOVds+FCcjyFULUOjwQJ7LwLbO8I3xSZI5Z0Ym1YTjwwbL6V78yl4OLAtCNwbTVuNNn4EDzOfp0vVHSUYNpcgSSFq/GfGEKy8IxP3ZseCoijIJWJ8NGMIanUWvJN7zmWf/SVNEFFAdlxg30/YAyRiEWICFGzV4J5S2mRETIACEjG/PvpxHFcfrudJOwWGULUMDgJOXTVakw1iEcWLgFOgTbHxwkNf10eNEz0hSEkbqFw/9JngYT489AMUEljtBCYb9w1N+RNj02bYXKLuKN9fYYE+IzZQiWevTsL7e4tg6fCl/b2kCelRGt78gLojIUjV60J2ZTxpftmRuEAFZ64oup2ClXeKDcBtZd5moxWBCglvMr8ClXRht96UW3BHq9kGP54Yb0FKKax2upgel+gt9AOfD2p4YFsGmtZLsUR8MMSZz9OlWn1YMGwuMx4eFY8GgwU/nqxxWr6/pAljOMrI8RbxgQoOXFEm3sXXAHTMT02rGWZb79+gdGY7LHYHQnlS3wXwjmFDV+TlR3wNQLswHAScVnS12h0w2xzw54m7zV9OPxC5rlpr4EEDTAbmM9XMcWaUze6AzUF4oUr5Ca4ogUuJ+CAlJiSHYuWfZewyk9WOvyq0nKUae4v4ICVKeqnYlPJVsWkLiC7noJYNYzzwSbEJ8Yphw48eSgxMEDOX7igm9oQPjRMBsAYW14aNnidBtQAQ2HaOXCs2jMqllPj+PAVXlMAlx/0j4rC1oA7VbWX3D5VrYbUTjOVJ36vOSAhU9V6xaTIijoeGTb9gek5nG3pfXZmPho1SKoZaJvaCK4pfig3A7Zs+Y0D4yX3/MATOB51yb9jwozkk0F6x4daw4VMRQtYVJSg2ApcKM4ZGwk8mxupDdF2bfcWNCPeToX+Iyscz65r4IAW0JluP36R0ZhuajFZeKjZhfnIkBquwv7j3Hcz5aNgA3Kd886k5JHD+TZ9LxYaJgeBLVpSGMWw4dtMYrPyIPQHoc6QocJ7ybWQDpH3/2JVLRBCLKEGxEbh0UErFuHNYDJb/WQpCCHadbcAVicG8CcLsjH5ttWyKGg092p/JOuJjjA0AjIoPxMFeNjEFgHqDBTKxiDdv+QzcGzb8aTUAeMcVxTx4eOOKajNsWrzgiuKLYiMSUfCXSzhXbIw8yvyiKOqS7vAtGDaXKQ+PikdBnR5f/VWBX87UY8aQSF9PqVuSQlSgKKCwoWeGDZNRFR/In1YD7ekfokJxY+9TvukaNlLeGapcGzbNRhtvivMBgEIqhkIi4tSwYR48fAkeVsnEEFHeibHhi2ED0KoN1/2iWFcUDwwbgHZHCVlRApcUw2MDcH1qGP72TR7C/WS4JZ1fDT3doZCKERugwJkedvkubTLCTy7m1cOwPYnBKhQ1GnpdI4RvxfkYvKPY8OOBzxDIcYdvJgaCL+neFEXBzwtv+nypyMvgJ5ewgdtcwQYP8+Q8/eQS6Dg+R74gGDaXMV/emYnnr07CpvtG8ObL1h0DQtU424lhY7U7ujQKyppNiAtQ8k7JYOgXrILBau/1w79Ox2PDxsBxjA2PXFEA9x2+dWY7xCIKch6VvfeXSziPsdHzKN0boCsg6zkOrOVTjA0gKDYClyhhfnIsnjoII+IDfT0Vj0nuxLDRm21IWZSDRzcc63Tf0mYjb+NrALpIHwCU97JQ3+Wi2DQbrQjkUfAwwH2Hb52FLs7HJ2Nc4w3FhkfBwwBt2HAdWMs2+uTJeXpLsVn5Zxn+4iBWsDcIho3ARcXAcD8cr9E5KTOEENy2+i8UNxnx6e+l+KPEfWZRaRM/a9gwxGjaDJte1rLhW2dvhlCVDPV6bh76NrsDeoudf4oNx20VdGb+tFNg8JdLvBA8zJ90b4AO1ubeFWUHRQEynrRz8ZZi8/buQmw+Xs35uBcCP66wgICHjIoPRL3e4hRAvL+kCT+dqsWuR0bj2uQQzP0+3+2+JTxXbNRyCQIUElRwoNiE8NCwCfOTodlodWnn0ROYBysfY2y4bBKp41E7BQZ/BfeKDd+Ch9UyMec1XoxWB5QS/qhv/gqJV+rYmG0OKHwc2iAYNgIXFcNjAiAVU9jfpsrYHQTv7y3CoAg/XNM/BC9dm4y/KrQu7iqb3YHSJiMSg/lr2ABATIACFS2XpmIT7sdd9WFGFeFbIDgdY8Nt5WE+xZ4AdFuFVi+4aS794GF+NMBk8JNJOL+PAGCy2aHwcUwYf66ygIAHKKRiDI8JQG5hAyq0Rty2+hC+O1KF565OAkVRGN8/BOF+Mnz9V4XTfuVaE2wOgqRgtY9m7hkxAYpeKTYOB0GDgZ8xNmF+cgBAHQeGjdbEV8VGwmnlYZ3Fxrt6RN4LHubPedLBw9w+9E08UDLa4yf3jivKbHP4PNhdMGwELjqmDY7A8j/LEPuvX/C/k7XY9vBIPDAyHgAgEYtwe2Y0vjpc4RSHwxT1S+J5deXYACXKtT2vZdNsssJB+Fd1GDiv2NTqzL0ei6k+fVnE2PBMsbkcgoe98dDno2LjjcrDJqsDCh/3w+LPVRYQ8JC7hsXATy7G9MERqHh1IianhjutvzMzBqfr9DhW1couK2wwQCUVsw9XvtJbxYav7RQA+qEvFlGcGDaMKsKnlgoAEKTi2LDho2Kj4DZ4mBACg5VfLje1l4KH+VRWw0/OfRwRAJjtvlds+PNJEhDwkH7BKlS8OhF+MglEItdAvJHxgQhWSbHjdB3SozUAgPzqVgyK8ONN4F5nxGh6Z9jU6fhr2IhEFMLUMnaOvUFrtEIhEUHOg07J7QlUSNFitsHhIG4/mxeK3mJHtIZflbK5LsVvtDpACHjniuL6oW+yOXwee9IeWrHh9hxtdgfsDgKFj5Up/lxlAYELQKOQdvrgEIsoTEgOxY4z9eyyvAotMmM0fTW9HhMTQDf61PfwB4dRbPiYFQUAEf5yVPYyOBqgY2z4FjgM0MHDhNBVkblAZ+ahYsNxjA3fWg0AdCr0pa/YcF/HxtyW8Sj3cUq7YNgIXJJMSgnFnnMNMNvscDgIjlS1IiPq4jBsAPQ4M6peb4FaJubVD2h7kkNUOFvfs15f7Wk28q+dAgC2YCBX1Yd1Fv7F2HCt2DBGPL8UG1rN6G17k/bQig1/ztFfLobZ5oDV3vvyCwymNsPG10HSgmEjcEkyOTUcFjvBp/tLcbSqBc1GK8b2C/b1tLolNqB3Rfr4murNMCBM3eNeX+3hYzsFoF2H70tcsTHZHLBx9EBkFRseGTZ+cjEc5LwCwQW8Cx5uK/zIpTuKVWyEGBsBAe6JD1LiH9cm4x8/ncKEAaEI95MhM5r/ik2oWgapmOqVYsPH+BoGptdXb2NQtCYr7wKHASCIMWw4CiDmWxo0AGjalLJWsw1Bqt5/1hiXD5/Okwlk1lnsnKkPJivP0r3bnWMQR8miJht9L30dS8Qf81FAgGNemZiMfsFKbDlRgzeuT+UkmNPbiEQUorsJIO5KHr8YDBuTzdHrIoTNRisCeazYcFV9mO4VxS8Dzr/tTb+Fozib84YNf86Tqfbc01g3dxitdij5FDzcpgReiooNf66ygADHyCVibH1oFPbMHYOHRyf4ejoe01XK99rDFYj+506UNrmvdVPH03YKDClhfgCAM3W9c0c18zR4WCoWQS0Tc6LYOBwEegs/e0UB4CzOhm0OySM1g1GPuAwg5l3wMKPYcFjLho2xEQwbAQHvER+kxJVJIb6exgUR24Vh8599xahuNWPx7kK36ytbTIjWyL05vV4R7ieDv1zS6zgbPnb2ZghUStFk6L1hY7TaQQj41yuKNWy4eSDq29Kq+RRjc94VxZ2aQVce5s8jl1VsODzH84qNEDwsICDQjpgAhdvqwztO1+G34iZMHxyBz/8oRU2ra6G78mYTYgP42w+LoigkhajYStA9RWuy8jJ4GGirPsyBm4ZJxeWfYkM/tLhSbPQWO+QSEcQ8chUzD/1LWrGRe0GxsQoxNgICAm7orEjfN4crMSYhCN/cMxwUBWw5UeO03mS1o05vQWwgvwq6dSTSX+7WKLsQmo38dEUB3FUfZpQMPgXVAl5wRVn5FyCt9pKbxtcP/PYo2oxJThUbuxBjIyAg4IaYAAWqW80u6bR7ixowPjkESqkY2bGB+KO0yWk9U/iOSRnnK+F+MtT2ovowIYS3dWwAIFAh4SR4mHmo8k2xkYhFUEpFnAYP882wUUpFoKjzxiUX8E2xoSgKfjIxpzWJTFamjo1g2AgICLQjJkABBwFq2vVUqtSacLbegKuS6Fo8oxMC8XtJs9N+TO0bPruiACDcT96rflFGqwM2B+GtYhOo5EaxYd6k+RZjA3BbpM9gsfMqcBigH/p0WwUuXVEOXhk2QFv1YQ5VKSbGRiZUHhYQEGgPY5gwhgohBItyzkIhEWFcW5HBUfFBOF7TipZ2heDKtSZIRBQi/PkbPAwAEX7yXik2jNHAV8OGK1cUXxUbgFvDhlZs+HeOfjIJp4qNyWbnlSsKoI1mLtO9TTa6Aaave/Lx6yoLCAggOoA2TJhaLzvP1OM/vxbjnamD2Ifc6IRAEAIcKNOy+5U0GRGtUfAqCNMdtCvK3ONy9YzRwF9XlJQTVxRfY2wArg0bG68yohjUHPeL4qtiw6Urymyz+zy+BhAMGwEB3iGXiBGtkaOgVg+T1Y5//HQK16WEYe64fuw2MQFKxAYo8HvJ+Tib03U6pISpfTDjCyPcTw6TzdHjH1SmXQFfFRvuXFF2yMQiSH0s67tDo5BwFmNjsDp4abxx6abhS9frjqhlYralBRfwJUCan688AgKXOVcmhWB3YQPq9Racqddj5WMZLtuMTghyMmzO1OuRcRG0jQj3pwsI1uos0PQgZVvb1mCSj5WHAbqtAhdNMPnYJ4qBa8WGj4YNrdhwc47GtqBaJY+aYAJ0UUQDh6qUuc0V5Wt8P4NO2LJlC/r374/ff//d11MREOhzxvenDZvP/yzFi9f0x1A3nclHxwfi99JmEEJgdxAcq27FoAh/H8z2wgj3o11tPQ0gbjBYIBFRvH3oByolMFjtsPSygaLOzL/O3gyXevAwAE6Dh9keSjxTbFReUWx8fy/5dZXbaG5uhkQiQVxcnK+nIiDgEyanhsFid6DFZMMdmdFutxmVEIR6vQXFjUYcqWxBi8mGKxP538E83O+8YtMTanUWhPnJfB6g2BlM8HZlL/th6SyXi2LDv3RvgAke5uahzyo2PDPg1DLuFRs+GG++n4EbAgMDccMNN3S7ndVqhdFodPoTELgU6BeswrNXJeHpKxPRP9R93MywaA1EFPBnWTM25VcjSiPHkEj+KzZyiRgBCkmXio3ebHOp48NQpzezqg8fSQ6h79fZXraN4OsDH7g8sqLUHGYMGdtUEb4ZNiopx4qN1Q45D2LCfD+DXrBw4UKoVCr2LyTk4uoJJCDQFe9MG4Sl0wd3ul4tl+DKxGDM33oK/9p5BrdnRF8UHcwB2h3VWfVhh4Mg9e3deGTDMbfra3UWhPG40WeYnwwahQRn63vXNkJn5l9nbwZ/uZizXlEGq52XWVF08DA3hg1fmkN2hGtXlNnugIIHxpvPrrLdbsfo0aNd/ubMmePxGPPnz4fBYGD/GhoavDhjAQH+sfquYQhWSSGigAdGXjyu266qDx+pakGF1oTlf5ah0k1riTqdhXVn8RGKojAgVN3rRp+tZhsva9gAl4srirt0bz4rNlymtJus/Age9tm3RiwW9zowWCqVQirlZ2aEgEBfEBeoxK+PjUONzoy4QH5XHG5PV9WHt56qhVomhr9cgvf3FuGtKWlO6+v0ZvQPCeqLafaY5FA1zjb0toO5DaE8Vab8FRzXseHZAx9oU2y4Ch7mSXPIjqi8EWPDg3P0/Qw64d1330VJSQlWrVqFvLw8X09HQIC3yCSii8qoAegA284Um+V/luHBkXGYMSQSuwtdVVgmeJjPJAQqUdbcu5i/ZpMVAUr+KjY6s63HRRbbw8cmmAC3VXn5GjzMeYwNTwr08fNbA+DZZ5/Fs88+6+tpCAgIeIFwPxn2nHNVbGpbzTjXYMBNaREo1xqx8kAZ7A7iVE2ZdkXxN3gYAELVMjToe1ekT2u08bZWj0YugYPQqdrqXrjLCCG8dUX5K7hTbIw2xhXl+4d+e7yh2PDhXvLrKgsICFwWdBY8fKSqBQCQEa1BepQGJpvDKbvIaLWj1WzjdfAwAISopWgw9LwfFkArNnytruzfZsz01h1ltjlACPgZPCyj3W1cqFImqwNiEQUJDzKG2sO9YuOAXKhjIyAgcDkS7idDg8HqktJ9pLIFEf5yRPjLMSjCHyIKONpm7ABAeZt7JzZQ0afzvVBCVDLoLXY2tqInaE1W3vbD8ldwY9gwgat8TPf2k4thdxC2Y3VvMFrtvFNrANqgtNoJrJ2UVrhQhBgbAQGByxbGlVSvd1Y1jlS2ILOtLYRKJsaAUDWOVLYzbNqypOIC+B1TFNKmKPVUtbHZHdCZ7ReBYtO7t30mhsWPp4oNAE7cUXypyNsRxm1k5Ei14UuMje9nICAgcNnhrvowIQT7S5owPCaAXTYiLhB/lDaz/y5rNkEmFvE2W4ghREUbJD2Ns9G2NZjku2HTYupdHBGj+PAxrZ2p+sxFADFvFZu2YGau4myEysMCAgKXLUzbgfYp39/mVaKwwYDpgyPYZeP6BWN/SRMcDjrOoajRgLhABe8LEYaoeqfYaNsMBt66orhSbNoeqP58NGwYxYYDw4avig0T28RVLRuT1SFUHhYQELg8CVRIIRFRqGln2Hz6eymmD47AqITzNWoyojXQW+wobYutOVLZgnQ3DUH5RjCr2PTMsGG6g/NVsVFKRRBRvY+xYV1RPOyJxahIXLiieK/YcOSKuuwrDwsICFy+iEQUwtpVHz7XoMfuwgY8ODLeabvUcLrv0qlaHQA6ayojmv+GjUQsQoBCggZDz1w1zUZ6P74aNhRFcVJ9mHVF8TR4GODSFeX7B35HuHZFmaxCjI2AgMBlTPvqw+/tLUJMgALXDwxz2iZYJUOoWoaCOh1aTFacazCwwcV8J0Qt69IV1aC34JvDFW7TifnuigIAjUKCFlMvFRuLHTKxCDIePAw7wmnwsJUf2UIdYVxRnCk2QlaUgIDA5QzTL4oQgrWHKzF3bAKkbvzzA8P9UFCrx9GqVgC4KBQbgA4g7ip4eNGus7jrq8Nuqys3GKzwl0vcXg++EK1RoKLFtZfXhaAz23jphgLoit5SMSUoNhcAXcfG959Z389AQEDgsiQxWIWCWh2OV7eiTm/BpAFhbrdLDVPjVK0Of5Q0IUQlRUIQv1O9GULVMpd09vYwxQg//q3EZV293sL7zK+kEBXONfSug3mr2cbLwGEGP5kEOg66mJt4ki3UESXXMTY8CZLm35UWEBC4LBgVH4hD5VrsOFMPjUKCYTHulZiB4X7IKWzAf/YV48qkYFAUvzOiGEK7cEU5HASHyrXIig3AxvxqlyDjOp0FoWp+xtcwJAWrUNjLRp86s52X8TUMfnIxJ80+9RY7Lxt9ikQUFBLR/7d358FxleeawJ/T+94ttRZbtiXbAiQwsRzwYIIJTtjnkhRkIDdcF2HmXjDJJRmCoRKckqcwAYKLVJGQVMg4NTU1CXFBoDJxyLhSYXESLgmOZTnGYIENtuVFkiW1lt73PvPH6dNqqbvVshb3d9rPr4oq1Kfl+vxZuB/eb3nnpWKTzshIZWRWbIjowrVhpRexVAZPvH4Un11RW/K6+c+1emHQSRgIxLFpXXPR94houorNvtPjGI0k8b1bLkE6I+PD7OZolRYqNstrbTg5Fp1Ty4FQQtylKCBbsUnMR7BJCXlXD6Bc0jcfFRv1hmYR9tiIOdNEVPVa6+y4rNGBnsEQPt/qLfm+tcs8CH3/Vpj0Os1Ua4Dpg83rR4bR7LHi1rYGmA06fOIL49oVtbnnvnAC9XaxG302e6wIJ9IYjyZRY5tdCBN9KUrpYj73D31RG30Cygbi+bjHJpZt9MmKDRFd0L65fjm8NiO+sqZp2veZDXpNhRpg+mDz0XAIqxc7odNJaPXacHR48pLOcDgufMVmqVvp13V6fPYbiIPxtNgVG7N+nio2aSH7YQHZRpjzEGxyFRsBltzEnGkiuiD8+zXL8bWrW4S/SXg26uwm+GMpJNOZgtNNx3wRfGa5chFhW70DR4enLkUlhQ82aj+s0Tl0MfdHk1jkFLcy5TAb5uVUVCieErIfFqBUbOZjKUrtN8Wbh4nogleNoQYA6tS2CkWqNsdGwmj12gAom6M/Gpqo2MiyjIFATOgPfACoyV4eOBadfb+o8VgSbkEvIQSU5pzzcY+N0EtRxvkKNkrFxibA75PBhohoAagVl+EpwcYfTWIkkswFm0sbHfjYF0YiW8o/G4wjlspgRa3Yx9pNBh1sRv3cgk00BY/AlxDOV8VG6KUo0/wsRam/hginvxhsiIgWgBpspu6zOZa9+6XVq7SLWLvUjUQ6g0PZe23Uu2FW1NrO11BnrcZmxNgs20YAyg3LoraNAObnHptMRkYkKe5eovmr2Ci/hgg9sSo/AiKiKlRrM0KSCoPNB2eDMOl1WJmt2LTVO+Aw69F9xg9A6WBu0ElY6hG7YgMoy1Fzq9gIHmzmYfOwGhqEXYqar4pNLthU/vfJYENEtAAMeh1qrMaCYPOb9wewpsmV21Cs00lYkb0TBlAqNi01Vug1sPdoJsGm1D03iVQG0WRG6H5Y81GxUY9SC7sUNc8VG+6xISKqYlOPfB8dDuG1w4P4HzddPOl9y9xWnB7PBpvRiCaWoYDsUtQ0wUaWZax57m384E/HCp6pjT5Fr9jM9ebhcLbiI+pSlH2e7rGJJjPQ6yQh+ptVfgRERFVqarB5+/gorEYdbr5kcl+sZR5LLth87Avjknr7eR3nbNVYp99jczYYx6GBIL6z+0PEplQFxqNaCDZzv3lYrfgIW7GZx6UoETYOAww2REQLZmqw+Y/jo1jXXAPTlNtZm2usuaWoo8MaCzbTVGwOnw3m/v3lg/2Tno1HlcDgsQgcbEx6JNNy7sTabEwsRYnxoT/VfC5FibBxGGCwISJaMHV2U+64tyzL2POJD9etrC14X7PHir5ADL5wAr5wApfUOc73UGelXLD54GwQdXYTNqysxTsnRic9U5ei3FYxKxkAcv2d5lK1yS1FiRxs5um4Nys2RERVrs42UbH54GwQZ/wx3HZpQ8H7mj1WJNMy3vrYB0C5tE8LPFZjbkmpmK7T41jT5EJ7gwNHprSNUL/PJXivKABz2kAs/Obhebx5WIQTUQCDDRHRgslfitp3ahxWow5XLvUUvK+5Rjna/ejve9DssWK54JfzqdTNw6VOPv3p2Ag+1+pFq9eO3tHIpGe+sHLUu1RXdxGooWu68FZOKJGCQScVLD+KYr4qNtFkhsGGiKja1Tsmgs17AwFcvshZ9Bj3Mo8VOgno88fwv/55tWYafnosRiTTcu46/XyBWBIDgTjWNLnQXGNFfyCGZHrifX2BGJa4LOdzuOdsqUdt9Bmd9a8RiqdzS1oispn0iKUyyGSKh9OZiiTTQhz1BtgEk4howdTZTYgmM4gk0jjUH0BHk6vo+/Q6Ca/963+CzaTH5y+qO8+jnL0am9ovKgGbaXKVSe363VxjRSieRkZWgtvy7FH2/kAMTW6x+2G5LEZ4rMbcxu7ZCMRSQt/Vo+6LiSbTsM8hgHHzMBHRBSDXLyoUx3sDQXQsLh5sAOC2yxo1FWqAvEaYRY58n8qGgWaPFS3ZpbZTeQGh3x9Dk+AVGwBoyTuxNhuBeAougYONelprrvtseNybiOgCoAab/Wf8GI8msXqaYKNFnuyJpvFY4amhU+NRuCwGuK1GLHKaYdLrcCJvn01fIIYlbvGDzWKnGUOh+Ky/PxBLCr1BWl0+muslfdw8TER0AVheY4XbYsD/fPckAGB1iaUoraqxKsGtaMVmPIrmbL8rnU5CW4MdPYOh3HOtVGzK3a5cjj8mdsVGrbLMdQOx0sGcwYaIqKoZ9DrccHEd3vzYh5Yaq9C37M6G1aiDSa/DeKz4UlRzXiPP1YtduQ7m8VQaI5Ekmlxi77EBlA3SczkVpeyxEffP3TZPS1EibZJmsCEiWkD/be0yAMBVyzyVHcgCkCQJHquhdMWmZiLYfGqRE+9nbyLu9ytLO1qo2HisxqJLbfn+fnIM//rywaI3FIu+x2a+KjahREqYSwgZbIiIFtA/XdqAx2+6GNtuvqTSQ1kQNSUu6fvEF8aKvPt4Lq63o88fQzyVRn9AOTGlhT025fphAcALfzuJ/7P/DHZ/OFjwTCt7bOZasQknWLEhIrog6HUStt3ShssWOSs9lAXhKdJW4fR4FP2B+KTN0svcSsg5Mx5DfyAGSQIanRpYirIaii615RvMbi7+xf4zBc9E32Ojbvid+1JUintsiIhI+4r1i3rhb71Y5DRjQ6s395p62d0ZfwynxqJY7DTDKPCtwyqP1YhALIX0NBfYHR+JYKXXht0fDiEUn7xsFRA82Bj1Ohj10tyXouJpOARpGyH+TxUREQmrxla4FPXGUR++3LF40vHfRocZRr2E0+NR9I5F0VJjO99DnRV1428wXnyfTTKdQe9YBP/l8kVIZeSCW4r9saTQm4eBuXf4zmRkRJJpOMys2BARkcZ5LJMrNolUBu8PBLF2Sk8snU7CEpcFp8djODkWzV3aJzr11mB/iZNRHw6GkEzL+M/tSnPTPn8s9ywcTyGazOTuMxKV3aSf0z02aihixYaIiDRvasWmZzCIRDqDK5YU3tmz1GPFGX8UR4dDWOnVRsVGXUYKlKjYHOjzw2zQ4doVtTAbdJOCzXC2T1i94MHGZppbI0x1+Y17bIiISPOm7rE50OeHxaBDe4Oj4L3LPBa8c2IUR4bDmjn+ri4j+Usc+T40EMCqRidMBh2aXBb0BfKCTSgbbByCB5s5LkWFsqGIp6KIiEjzpp6KOnDGj44mFwxFNgYvc1txaCCIVq8Nt7bXn89hzlquYlPiZFR/II7mGmVjdLPHMqkf1nBYOS1Vbxf79JfNpC/Y9Hwuwrlgw4oNERFpXI3ViFA8jVRauZzuQF8AVyxxF33vouxNw499vhVmgxgfguXYTXropNIVm7OBGBY5lWDTUmOb1DBzKJSA2aAT5gO/lHq7ObdsNhtqKOIeGyIi0jy1TcR49kj0wX4/rlhaPNjcc8USPH7Txfiv2duYtUCSJLgsypHvYs4G41iUvY+npcaK3rxgM5h9JknSeRnrbDW5zOjP2xt0rkIJ7rEhIqIqUaMGm2gSx0bCiCYz6CjRxbzeYca2W9pgMmjro8dtMcBfYikqP9is9NpwYjSSu/Mm/5nIFrssGAjOvoO5uhTFYENERJqnBpuxSBK9o0q1orVOGyeeZsplMRSt2ESTafhjqVx4WdXoRDyVwbGRMADtBJsmlznX5mI6j77Wg//XU9g2IhRPw2LQFd1XVQlijIKIiDTJY1X2VYzHkugdi8BpNuTCTrVwW4xF99gMZqscani5rFE5CXY42+xzUCPBZrHLglA8jeA0zT4zGRnPvX0cX/zfXQXPgvGUMCeiAAYbIiKaA7fFCEmaqNgsr7UKv6fkXLnMxZeizmaDjdrzym42oM5uyt1lczYY10Q/LDV8qT2vijmVd6Pyno99k56NhBPw2sQJsww2REQ0azqdBHf29uHesQiWa6RVwrlwW4svRakBJr8q0+AwYSh7f41WlqLcuSPtpSs2R4ZDAACvzYg/HxuZ9GwkkkCtTZy7esSpHeXZvXs3XnvtNVx00UXo7u7GU089hYsuuqjSwyIioiJqrEaMZis2V5Y4EaVlLrMBA4HCasbJsSgWu8yw5PXEanCYMRSKI55KYyya1ESwcWUvISx1Vw8AfDQUgtdmxNplnoJ+WCORJCs25fT39+P73/8+vv3tb+POO+/Ek08+WekhERFRCS01VhwfDePkWEQzPaDOhbvEce9DAwG0eu2TXlMrNoNBpWqj3nEjMmd2f0wwXvr24SNDYbQ3ONDssU66qwcARiMJeAVqGyFksNm0aRO8XqXdfSaTgcNReDU3ACSTSUSj0Un/EBHR+dXe4MD+034MBONVGWxcRY57pzMy/u/7Z/GlyxdNer3BYcZgKI6zwcJlKlFZjTropNIdzAFlKaqtwYEml7ngaPhIOIlaVmxmJpPJ4KWXXsKWLVuKPn/66adhs9ly/6hhiIiIzp9/am/Awf4AZBlYUVuFe2yKHPc+PhJGMJ7CZ1fUTnq90aksRZ0YjUInAU1u8YONJElwmg3TBpuPhkJoq7djkdOS2zStGokk4OUeGyCdTmP9+vUFr3d0dGDHjh0AgO985zt47LHHsGxZ8VsqOzs78dhjj+W+jkajDDdEROfZre31MOolJNMyVpe4nE/LXEWOe/cMKptppzb7VJeijgyF0FJj00zriFJ39QBAMJZCfyCO9gYHZFm5jDGaTMOa3Vuk7LFhsIFer8fevXtLPv/ud7+L22+/HZ/5zGewa9cu3HHHHQXvMRqNMBrFKX8REV2IjHod9n/rsxgOJzR3q/BMuC0GJNIZxFPpXFDpGQyh2WOF0zL5Y7TRYUYglsJrPYO4ZnlNJYY7K9NVbHrHIgCAlbW23C3Dg8E4ltfakEpnMB4VaylKyFNRP/rRj/Diiy/i3XffBQDodLqiwYaIiMSwuqn6KjUqtcO3P5pCg1MNNsHchXz51Htrus/40XmDdk7zThdsfNkGmQ0OM2IppdnpQEAJNuPZKo9Im4eFDDYPP/wwHn744UoPg4iICG71OHQ8hYZscOkZDOFzrYVbH/I3C9/S1nB+BjgPXJbywabWZkRaVvpgqS0YRrLPeNybiIhII3IVm+zJqExGxodDxSs26qmw1YudsAnSFHImnObSe2xGwkl4rEYY9DqYDXoscVtwfERZnhqJqKGHFRsiIiJNmHoz78mxKKLJDC5rdBa8V5IknOy8Qag9JzPhNBtyva+m8kUSqLNP/H4uqbPjqE/ZPK1Wc+oEWopixYaIiGgaExUbJdj0DCpNLi8tUrEBgOYaq1BNIWei3FJUfnC5pN6Oo8Ph3DObUS9UdYrBhoiIaBpmgx5mgy5XsekZDKHJZYanirqYO80GBEoEm5FwAnV5S00X19nxsU8JNsOhhFDVGoDBhoiIqKz8Dt8f+8K4pL54tUarXGYDgiX22PjCk1smNLktGAzGkcnI8IUTqHcw2BAREWmK22rILUX1B2JY6ha/B9S5mO6492AojkbHxGmvRocZGVnZODwcTqCeFRsiIiJtcZmNue7X/YEYmlxVFmwspZeiBoPx3P08wMRdPYPBOIZDrNgQERFpjtuSX7GJa6IH1LlwmQ1IpmXEU5M7fKczMoZCCTQ6J8JLQzbIDIYSylKUXay5YLAhIiIqQ+2llExnMBSKV1/Fxjz5SLvqwBk/UpnJPcC8NhP0OglDoTj6A7FJoUcEDDZERERluC1G+GNJDAbjkGVUXbBRj7RP3Wfz5sc+NDrNuHzRxJ09Op2EersJJ8eiOOOPodVrP69jLYfBhoiIqAy1YqO2Eqi2YFOyYtPnx9XNHkiSNOn1BocJez7xASjscF5pDDZERERluLJ7bPoDyu28i11i7SuZq1IVG+Voe2FFptFpxhtHfaizm3Apgw0REZG2eCxGjEeT6PPH4LUZYTGKc9PufFArNvnBRpZlfOIL4+K6IsEme/z7c61e6HRSwfNKYrAhIiIqY4nbgoFgHKfGomiqsjtsAMBu0kOSJi9FDYUSCCfSRffQqBf2bVhZe97GOFMMNkRERGW01FiRzsjoOj2OJVW2vwZQmndOvaSvd1Tp4L2i1lbwfrNeiQ/XX1R3fgZ4DrTVpYuIiKgCVi1yQq+T8KdjI7h/3bJKD2dBOM2GSRWb3rEodBKw1FMY5P77tcvR1mAv2Qi0klixISIiKsNjNeKfOxYDANYu9VR2MAvEVaRis8RtgVFfGBWWeqz4t6uaC05LiYAVGyIiohn4yR2X4+I6O/7l002VHsqCUJaiJm4e7h2LYnlN4TKU6BhsiIiIZsBrN+GJW9oqPYwF47IYEIgnc1/3jkawvNZawRHNDpeiiIiIqGoqNgw2RERElL1dWanYyLKMk2Os2BAREZFG5VdsRiNJRJMZLHUz2BAREZEGKce9lYrNYFC7rSMYbIiIiAguy0TF5mw22CxyMtgQERGRBuXfPHw2GIdeJ8FrM1V4VOeOwYaIiIiym4cngk2jwyRcg8uZYLAhIiIiOM0GJNIZxFNpDAbjaNTgMhTAYENERERQWioAQDCexmAojgYHgw0RERFplFMNNrEUfOEE6u3a218DMNgQERERAKdFrdgowaaOwYaIiIi0Sl2KCjDYEBERkdZNXYpisCEiIiLNspv0kCRgNJqAP5ZisCEiIiLt0ukkOEwG9I5GAYDBhoiIiLStxmrEh0MhAAw2REREpHGtXhtePzIMAGip0V5nb4DBhoiIiLLWLHFhOJyAx2qEI7uZWGu0OWoiIiKad49uWIm/9Y5hw0pvpYcya5Isy3KlBzFfotEobDYbIpEIrFZtltCIiIho9rgURURERFWDwYaIiIiqBoMNERERVQ0GGyIiIqoaDDZERERUNRhsiIiIqGow2BAREVHVYLAhIiKiqsFgQ0RERFVDyGDz17/+FRs3bsSzzz6LO++8EwcOHKj0kIiIiEgDhGypsGfPHjQ2NmLVqlX43e9+h5deegkvv/xy2e9jSwUiIqILm5BNMK+//vrcv584cQLt7e1F35dMJpFKpXJfR6PRBR8bERERiUvIYAMA8XgcW7duRXd3N1599dWi73n66afxxBNPFLzOgENERFSdLBYLJEkq+bxiS1HpdBrr168veL2jowM7duzIfd3V1YXNmzfjnXfeKXjv1IrN6Ogoli5dujADJiIiooort91EyD02O3fuxJe//GWYTCaMjIzgU5/6FPr7+8t+XyaTwfj4eNk0NxvRaBRerxcjIyPcv1MC56g8zlF5nKPyOEczw3kqT4tzVO4zXsilKFmW8dBDD6GtrQ3vvfcefvzjH8/o+3Q6HWpraxd0bFarVTN/+JXCOSqPc1Qe56g8ztHMcJ7Kq6Y5EjLY3HPPPbjnnnsqPQwiIiLSGCHvsSEiIiKaDQabGTIYDHj88cdhMAhZ5BIC56g8zlF5nKPyOEczw3kqrxrnSMjNw0RERESzwYoNERERVQ0GGyIiIqoa1bOotoBeeeUV7Nu3D5FIBHfffTeuu+66Sg9JCMeOHcPjjz+ONWvW4PDhw7jrrrtw22234fnnn8fIyAgGBgawefNmXHbZZZUeasWdOHECHR0deP3113H11VdzjqY4dOgQXn31VZhMJrzxxht4++23OUdTdHZ2IpPJIBgMYsWKFXj00Uc5RwB6enrw4IMP4tZbb8WWLVsAoOS8bN26FVarFSdOnMD3vvc9NDU1VXLo583UOdq3bx9eeOEFrFq1CgcPHsRDDz2EdevWAaiSOZJpWoFAQP70pz8tZzIZORKJyKtWrZLT6XSlhyWErq4u+Y033pBlWZaHhobk5uZm+ZNPPpFvuukmWZZlube3V96wYUMFRyiGdDotf/3rX5evvvpq+d133+UcTZFKpeSbb75ZzmQysizL8qFDhzhHUxw9elTu6OiQZVn5efJ6vfIHH3zAOZJl+eWXX5a3bt0qP/PMM7IsyyV/dt566y35/vvvl2VZlv/85z/L9957b0XGWwlT5+j3v/+9/P7778uyLMv79u2Tr7vuOlmWq2eOuBRVxt69e9HW1gZJkmC1WmG323Hs2LFKD0sIa9euxY033ghAufXZ4XBgz549uPLKKwEALS0t+Oijj5BIJCo5zIr74Q9/iK997Wswm80AwDma4u9//zsA5f+yt23bBp/Pxzmawu12IxqNIp1OIxQKoaWlBe+88w7nCMBXvvIV6PX63NelfnbeeustrF27FgBw1VVX4c0336zIeCth6hx94QtfwOWXXw5g4u9uAFUzRww2Zfh8vtwfOgA4nU74fL4KjkhMP/nJT/Dss88WzJfD4cDIyEgFR1ZZBw8eBACsWbMm9xrnaLLTp09j//792LRpEzo7O7F582YMDQ1xjvI0NDTgm9/8Ju69915s3LgR9913H0ZHRzlHRZT67yv/davVivHx8QqNUCw7duzAk08+CQBVM0cMNmXU1dUhFArlvg4Gg6irq6vgiMSzc+dOLF68GLfddlvBfIVCIXi93gqOrrJ2796NWCyG7du349SpU3jxxReRSqU4R3kcDgfa2tpgt9thNBpx6aWXwuVycY7ydHd347e//S127tyJXbt24bnnnkNtbS3nqIhSfwflvx6NRuHxeCo0QnH84Ac/wBe/+EVcccUVAFA1c8RgU8a6detw9OhRAEAsFkM4HEZra2uFRyWOX//61/D5fPjGN76BP/7xj7jmmmvwj3/8AwBw6tQptLe3w2QyVXiUldPZ2YnOzk5s2bIFzc3N+OpXv4qNGzdyjvJcddVVGB4ehpy9Uquvrw/XX3895yhPX18f6uvrASgXqtXW1uLaa6/lHBVR6mfnhhtuQHd3NwCgq6srt4x+oXr++efR0tKCL33pS9i1axcAVM0c8YK+GXjllVfQ3d2NSCSCu+66Cxs2bKj0kISwf/9+3HjjjbllllOnTuHAgQP4xS9+Ab/fj76+PnzrW9+6IE9qTPXzn/8czzzzDG655RY88sgj+MMf/sA5yvPLX/4S7733HhwOB1wuV+7ED+dIkUwm8cADD2DlypWIxWKQJAlPPfUU5wjAb37zG/z0pz+F0WjEgw8+iNtvv73kvGzduhUOhwPHjx/Htm3btHniZxamzpEsy7j//vtz+2yGhobQ09MDoDrmiMGGiIiIqgaXooiIiKhqMNgQERFR1WCwISIioqrBYENERERVg8GGiIiIqgaDDREREVUNBhsiIiKqGgw2REREVDUYbIiIiKhqMNgQkaZt374dv/rVrzA8PFzpoRCRABhsiEizDhw4AFmWkU6nYTAYKj0cIhIAe0URkSYdOXIEf/nLX/DAAw9UeihEJBBWbIhIk372s59h06ZNlR4GEQmGwYaINKerqwtr1qyBJEmVHgoRCYbBhog0Z+/evVi9enWlh0FEAmKwISLNsVgs6OrqqvQwiEhA3DxMRJoTDodx9913AwDuu+8+3HHHHZUdEBEJg8GGiDTr+PHjeOSRR7B9+3a0t7dXejhEJAAuRRGRZh0+fBjr16/HsmXLKj0UIhIEKzZERERUNVixISIioqrBYENERERVg8GGiIiIqgaDDREREVUNBhsiIiKqGgw2REREVDUYbIiIiKhqMNgQERFR1WCwISIioqrBYENERERV4/8D5pYLchvz0VkAAAAASUVORK5CYII=", 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" + "
" ] }, "metadata": {}, @@ -385,25 +776,215 @@ } ], "source": [ - "plot_Kd(eq2)" + "plot_section(eq2, \"|F|\", norm_F=True, log=True);" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "eq2 = run_step(1, eq, grid, target_type=\"mean\")" + "fig, ax = plot_comparison(\n", + " eqs=[eq, eq2],\n", + " labels=[\n", + " \"Before optimization\",\n", + " \"After optimization\",\n", + " ],\n", + ")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "eq error: 0.08%\n" + ] + } + ], + "source": [ + "err = check_force_error(eq2)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_boundaries(\n", + " eqs=[eq, eq2],\n", + " labels=[\n", + " \"Before optimization\",\n", + " \"After optimization\",\n", + " ],\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_boozer_surface(eq)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "plot_Kd(eq2)" + "plot_boundaries(\n", + " eqs=[eq, eq4],\n", + " labels=[\"Before optimization\", \"After optimization, target=3.4 + QS\"],\n", + ")" ] }, { diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 8b4ba5e65b..d293ecfd29 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -226,7 +226,7 @@ def compute(self, params, constants=None): "shear": iota_data["shear"][0], "a": len_data["a"], } - n_tor = self._n_pol / (data["iota"] * eq.NFP) + n_tor = jnp.abs(self._n_pol / (data["iota"] * eq.NFP)) zeta = jnp.linspace( 0, 2 * jnp.pi * n_tor, self._n_pol * self._knots_per_transit ) @@ -473,7 +473,7 @@ def compute(self, params, constants=None): "shear": iota_data["shear"][0], "a": len_data["a"], } - n_tor = self._n_pol / (data["iota"] * eq.NFP) + n_tor = jnp.abs(self._n_pol / (data["iota"] * eq.NFP)) zeta = jnp.linspace( 0, 2 * jnp.pi * n_tor, self._n_pol * self._knots_per_transit ) From 99a6ab4ebfe798a922d5115ad2fc750c65ca18ec Mon Sep 17 00:00:00 2001 From: kfrybes Date: Thu, 31 Oct 2024 15:34:37 -0700 Subject: [PATCH 13/23] remove NFP from get_rtz_grid and update notebook --- Critical_gradient_optimization.ipynb | 2248 ++++++++++++++++++++------ desc/objectives/_turbulence.py | 2 +- 2 files changed, 1750 insertions(+), 500 deletions(-) diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb index 501757e45d..cde5b08b14 100644 --- a/Critical_gradient_optimization.ipynb +++ b/Critical_gradient_optimization.ipynb @@ -2,11 +2,22 @@ "cells": [ { "cell_type": "code", - "execution_count": 42, + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "from desc import set_device\n", + "set_device(\"gpu\")" + ] + }, + { + "cell_type": "code", + "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", "\n", "from desc.continuation import solve_continuation_automatic\n", "from desc.backend import jnp, functools, jit\n", @@ -38,6 +49,7 @@ " plot_boozer_surface,\n", " plot_boozer_surface,\n", " plot_boundary,\n", + " plot_qs_error,\n", ")" ] }, @@ -50,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -79,12 +91,12 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ - "def run_step(k, eq, maxiter=3, method=\"proximal-lsq-exact\", target_type=\"all\"):\n", - " \"\"\"Run a step of the precise QH optimization example from Landreman & Paul.\"\"\"\n", + "def run_step(k, eq, n_wells = 5, maxiter=3):\n", + " \"\"\"Run a step of the precise QA optimization example from Landreman & Paul.\"\"\"\n", "\n", " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", " # grid = get_field_line_grid(eq,n_pol=10)\n", @@ -98,17 +110,10 @@ " # which will be combined in a least squares sense\n", " objective = ObjectiveFunction(\n", " (\n", - " # pass in the grid we defined, and don't forget the target helicity!\n", - " # EffectiveRadius(eq=eq,grid=grid, target_type=target_type, target=jnp.ones(7)),\n", - " # EffectiveRadius(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=1.7*jnp.ones(4)),\n", " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid),\n", - " EffectiveRadius(eq=eq, n_wells=5, target_type=target_type, n_pol=11),\n", + " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=15),\n", + " # AspectRatio(eq=eq, target=6),\n", " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", - " # ForceBalance(eq=eq),\n", - " # ParallelConnectionLength(eq=eq,grid=grid),\n", - " # BallooningStability(eq=eq),\n", - " # try to keep the aspect ratio about the same\n", - " # AspectRatio(eq=eq, target=8, weight=100),\n", " ),\n", " )\n", " # as opposed to SIMSOPT and STELLOPT where variables are assumed fixed, in DESC\n", @@ -136,7 +141,7 @@ " FixPsi(eq=eq),\n", " )\n", " # this is the default optimizer, which re-solves the equilibrium at each step\n", - " optimizer = Optimizer(method)\n", + " optimizer = Optimizer(\"proximal-lsq-exact\")\n", "\n", " eq_new, history = eq.optimize(\n", " objective=objective,\n", @@ -144,10 +149,6 @@ " optimizer=optimizer,\n", " maxiter=maxiter, # we don't need to solve to optimality at each multigrid step\n", " verbose=3,\n", - " # xtol=1e-3,\n", - " # gtol=1e-3,\n", - " # ftol = 1e-8,\n", - " # ctol = 1e-3,\n", " copy=True, # don't modify original, return a new optimized copy\n", " options={\n", " # Sometimes the default initial trust radius is too big, allowing the\n", @@ -164,7 +165,88 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "def run_step_weights(k, eq, maxiter=3, qs_weight=1.0, aspect_ratio_weight=1.0, n_wells=5, n_pol=11):\n", + " \"\"\"\n", + " Run a step of the precise QH optimization example from Landreman & Paul with weights.\n", + "\n", + " Parameters:\n", + " - k: Threshold for the modes to fix.\n", + " - eq: Initial DESC equilibrium object.\n", + " - maxiter: Maximum number of iterations for the optimization.\n", + " - method: Optimization method for DESC.\n", + " - target_type: Target type for effective radius optimization.\n", + " - qs_weight: Weight for the quasisymmetry term.\n", + " - aspect_ratio_weight: Weight for the aspect ratio term.\n", + " - n_wells: Number of wells for effective radius optimization.\n", + " - n_pol: Number of poloidal turns.\n", + "\n", + " Returns:\n", + " - eq_new: Optimized equilibrium object.\n", + " \"\"\"\n", + " # Create grid for minimizing quasisymmetry error\n", + " grid = LinearGrid(\n", + " M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", + " )\n", + "\n", + " # Create an ObjectiveFunction with weights\n", + " objective = ObjectiveFunction(\n", + " (\n", + " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid, weight=qs_weight),\n", + " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=n_pol),\n", + " AspectRatio(eq=eq, target=6, weight=aspect_ratio_weight),\n", + " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", + " ),\n", + " )\n", + " \n", + " # Fix modes according to the threshold\n", + " R_modes = jnp.vstack(\n", + " (\n", + " [0, 0, 0],\n", + " eq.surface.R_basis.modes[\n", + " jnp.max(jnp.abs(eq.surface.R_basis.modes), 1) > k, :\n", + " ],\n", + " )\n", + " )\n", + " Z_modes = eq.surface.Z_basis.modes[\n", + " jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1) > k, :\n", + " ]\n", + "\n", + " # Create constraints\n", + " constraints = (\n", + " ForceBalance(eq=eq),\n", + " FixBoundaryR(eq=eq, modes=R_modes),\n", + " FixBoundaryZ(eq=eq, modes=Z_modes),\n", + " FixPressure(eq=eq),\n", + " FixCurrent(eq=eq),\n", + " FixPsi(eq=eq),\n", + " )\n", + "\n", + " # Default optimizer\n", + " optimizer = Optimizer(\"proximal-lsq-exact\")\n", + "\n", + " # Optimize equilibrium\n", + " eq_new, history = eq.optimize(\n", + " objective=objective,\n", + " constraints=constraints,\n", + " optimizer=optimizer,\n", + " maxiter=maxiter,\n", + " verbose=3,\n", + " copy=True,\n", + " options={\n", + " \"initial_trust_ratio\": 1.0,\n", + " },\n", + " )\n", + "\n", + " return eq_new" + ] + }, + { + "cell_type": "code", + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -214,28 +296,7 @@ }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "def compare_optimizations(eq, mode_lim=1):\n", - " eqfam = EquilibriaFamily(eq)\n", - " iota_grid = LinearGrid(rho=0.5)\n", - " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq, iota, n_pol=16)\n", - " eq1 = run_step(mode_lim, eq, grid, target_type=\"mean\")\n", - " eq2 = run_step(mode_lim, eq, grid, target_type=\"max\")\n", - " eqfam.append(eq1)\n", - " eqfam.append(eq2)\n", - " plot_Kd(eq)\n", - " plot_Kd(eq1)\n", - " plot_Kd(eq2)\n", - " return eqfam" - ] - }, - { - "cell_type": "code", - "execution_count": 6, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -256,44 +317,31 @@ ] }, { - "cell_type": "code", - "execution_count": 34, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "eq = get(\"HSX\")" + "### Initialization ###" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 16, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "plot_boundary(eq);" + "eq = get(\"precise_QA\")" ] }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -301,40 +349,20 @@ } ], "source": [ - "grid, R_eff, L_par = plot_Kd(eq, n_pol=5);" + "_, R_eff, L_par = plot_Kd(eq, n_pol=15);" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grid, R_eff, L_par = plot_Kd(eq, n_pol=11, n_wells=5)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "R_eff : [4.94659012 4.99558832 4.95446845 4.91170025 4.93471454]\n", - "L_par : [7.70731601 7.55765939 7.48283108 7.44541693 7.2957603 ]\n" + "R_eff : [4.94640446 4.99568358 4.95426706 4.91144081 4.93285525]\n", + "L_par : [7.70638155 7.55674307 7.51933345 7.40710459 7.33228535]\n" ] } ], @@ -343,70 +371,138 @@ "print(f\"L_par : {L_par}\")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Check influence of number of wells ###" + ] + }, { "cell_type": "code", "execution_count": 11, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-1.0519588800791597\n" - ] - } - ], + "outputs": [], "source": [ - "iota_grid = LinearGrid(\n", - " rho=0.5,\n", - " M=eq.M_grid,\n", - " N=eq.N_grid,\n", - " NFP=eq.NFP,\n", - ")\n", - "iota = eq.compute(\"iota\", grid=iota_grid)[\"iota\"]\n", - "print(iota[0])" + "def run_well_optimizations(eq,n_wells_array):\n", + " eqfam = EquilibriaFamily(eq)\n", + " for n_wells in n_wells_array:\n", + " eq_test = eq.copy()\n", + " try:\n", + " eq_new = run_step(1, eq_test, n_wells=n_wells)\n", + " eqfam.append(eq_new)\n", + " print(f\"Optimization successful for n_wells={n_wells}\")\n", + " except Exception as e:\n", + " print(f\"Optimization failed for n_wells={n_wells}: {e}\")\n", + " return eqfam\n", + " " ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-1.0519588800791597\n" - ] - } - ], + "outputs": [], "source": [ - "iota_grid2 = LinearGrid(\n", - " rho=0.5,\n", - ")\n", - "iota2 = eq.compute(\"iota\", grid=iota_grid2)[\"iota\"]\n", - "print(iota2[0])" + "n_wells_array = [2,3,5,8,10,12]\n", + "eqfam = run_well_optimizations(eq,n_wells_array)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It would seem that the best choice (strongest improvement) is for a number of wells around half of the present number of wells" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Check influence of QS and Aspect ratio weights ###" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ - "eq_test = eq.copy()" + "def generate_weights(num_weights=4, min_weight=1, max_weight=100):\n", + " \"\"\"\n", + " Generate logarithmically spaced weights for optimization parameters between min_weight and max_weight.\n", + "\n", + " Parameters:\n", + " - num_weights: Number of weights to generate for each parameter.\n", + " - min_weight: Minimum weight value.\n", + " - max_weight: Maximum weight value.\n", + "\n", + " Returns:\n", + " - A list of tuples (qs_weight, aspect_ratio_weight) with all combinations of weights.\n", + " \"\"\"\n", + " # Generate weights in log space between min_weight and max_weight\n", + " qs_weights = jnp.logspace(jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights)\n", + " aspect_ratio_weights = jnp.logspace(jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights)\n", + " \n", + " # Create all combinations of the weights\n", + " weight_combinations = [(qs, ar) for qs in qs_weights for ar in aspect_ratio_weights]\n", + " return weight_combinations\n", + "\n", + "def run_all_experiments(eq, weight_combinations, maxiter=3):\n", + " \"\"\"\n", + " Run a series of optimizations for each weight combination and store results.\n", + "\n", + " Parameters:\n", + " - eq: Initial DESC equilibrium object.\n", + " - weight_combinations: List of (qs_weight, aspect_ratio_weight) tuples.\n", + " - maxiter: Maximum number of iterations for each optimization.\n", + " - method: Optimization method for DESC.\n", + " - target_type: Target type for effective radius optimization.\n", + "\n", + " Returns:\n", + " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", + " - results_df: Pandas DataFrame containing the weight values for each run.\n", + " \"\"\"\n", + " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", + " results = [] # List to store weight values for each experiment\n", + " \n", + " for qs_weight, ar_weight in weight_combinations:\n", + " eq_test = eq.copy()\n", + " try:\n", + " # Run optimization for each weight combination\n", + " eq_new = run_step_weights(\n", + " k=1, \n", + " eq=eq_test, \n", + " maxiter=maxiter, \n", + " qs_weight=qs_weight, \n", + " aspect_ratio_weight=ar_weight,\n", + " n_wells=5, \n", + " n_pol=8\n", + " )\n", + " # Append the new equilibrium to the family\n", + " eqfam.append(eq_new)\n", + " # Log the weight values\n", + " results.append({'qs_weight': qs_weight, 'aspect_ratio_weight': ar_weight, 'status': 'Success'})\n", + " print(f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\")\n", + " except Exception as e:\n", + " print(f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\")\n", + " results.append({'qs_weight': qs_weight, 'aspect_ratio_weight': ar_weight, 'status': 'Failed'})\n", + " \n", + " # Convert results to a DataFrame\n", + " results_df = pd.DataFrame(results)\n", + " return eqfam, results_df\n" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_539331/3453678775.py:32: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", " R_modes = jnp.vstack(\n" ] }, @@ -416,134 +512,165 @@ "text": [ "Building objective: QS two-term\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 1.01 sec\n", + "Timer: Precomputing transforms = 839 ms\n", "Building objective: Effective radius\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 369 us\n", - "Timer: Objective build = 1.59 sec\n", + "Timer: Precomputing transforms = 201 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 43.6 ms\n", + "Timer: Objective build = 1.89 sec\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 2.03 sec\n", - "Timer: Objective build = 2.11 sec\n", - "Timer: Proximal projection build = 8.23 sec\n", + "Timer: Precomputing transforms = 729 ms\n", + "Timer: Objective build = 804 ms\n", + "Timer: Proximal projection build = 10.7 sec\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed Psi\n", - "Timer: Objective build = 538 ms\n", - "Timer: Linear constraint projection build = 1.76 sec\n", + "Timer: Objective build = 645 ms\n", + "Timer: Linear constraint projection build = 3.18 sec\n", "Number of parameters: 8\n", - "Number of objectives: 1688\n", - "Timer: Initializing the optimization = 10.6 sec\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 14.6 sec\n", "\n", "Starting optimization\n", "Using method: proximal-lsq-exact\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.507e+01 2.737e+02 \n", - " 1 2 2.099e+00 1.297e+01 1.864e-01 2.490e+01 \n", - " 2 3 4.011e-01 1.697e+00 2.297e-01 2.659e+00 \n", - " 3 6 3.227e-01 7.838e-02 7.186e-02 2.179e+00 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 3.227e-01\n", - " Total delta_x: 3.942e-01\n", + " 0 1 1.509e+01 2.755e+02 \n", + " 1 2 5.756e+00 9.331e+00 1.035e-01 6.997e+01 \n", + " 2 4 3.783e+00 1.974e+00 8.969e-02 1.338e+01 \n", + " 3 16 3.783e+00 0.000e+00 0.000e+00 1.338e+01 \n", + "Warning: Maximum number of function evaluations has been exceeded.\n", + " Current function value: 3.783e+00\n", + " Total delta_x: 1.797e-01\n", " Iterations: 3\n", - " Function evaluations: 6\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 9.69 min\n", - "Timer: Avg time per step = 2.42 min\n", + " Function evaluations: 16\n", + " Jacobian evaluations: 3\n", + "Timer: Solution time = 2.65 min\n", + "Timer: Avg time per step = 39.7 sec\n", "==============================================================================================================\n", " Start --> End\n", - "Total (sum of squares): 1.518e+01 --> 3.275e-01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.950e-02 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.798e-08 --> 8.172e-07 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.768e-03 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 3.298e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.010e-08 --> 9.135e-07 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.976e-03 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.527e+00 --> 5.168e-01 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.435e+00 --> 2.104e-01 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.464e+00 --> 3.413e-01 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.527e+00 --> 5.168e-01 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.435e+00 --> 2.104e-01 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.464e+00 --> 3.413e-01 (normalized)\n", - "Maximum absolute Force error: 1.962e+01 --> 9.487e+01 (N)\n", - "Minimum absolute Force error: 5.259e-05 --> 1.041e-03 (N)\n", - "Average absolute Force error: 5.532e-01 --> 2.091e+00 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 6.864e-05 (normalized)\n", - "Minimum absolute Force error: 3.805e-11 --> 7.533e-10 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 1.513e-06 (normalized)\n", + "Total (sum of squares): 1.530e+01 --> 3.843e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 8.917e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 3.059e-05 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.286e-02 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 9.968e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.419e-05 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.438e-02 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.525e+00 --> 1.085e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 9.550e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.474e+00 --> 1.017e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.525e+00 --> 1.085e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 9.550e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.474e+00 --> 1.017e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 4.663e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 4.186e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 3.731e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 1.618e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 3.029e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 2.699e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.171e-06 (normalized)\n", "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n" + "==============================================================================================================\n", + "Optimization successful for qs_weight=1.0, ar_weight=1.0\n" ] - } - ], - "source": [ - "eq2 = run_step(1, eq_test, maxiter=3)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "_, R_eff2, L_par2 = plot_Kd(eq2, n_pol=12);" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "R_eff : [1.13592443 0.8954564 0.69774687 0.55949668 0.46227055]\n", - "L_par : [10.5184815 10.47067022 10.47067022 10.47067022 10.2794251 ]\n" + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 75.1 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 183 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 42.4 ms\n", + "Timer: Objective build = 240 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 81.4 ms\n", + "Timer: Objective build = 96.7 ms\n", + "Timer: Proximal projection build = 1.50 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 123 ms\n", + "Timer: Linear constraint projection build = 325 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.03 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.755e+02 \n", + " 1 3 1.101e+01 4.075e+00 5.892e-02 1.136e+02 \n", + " 2 4 9.013e+00 1.999e+00 9.524e-02 4.326e+02 \n", + " 3 7 7.291e+00 1.722e+00 1.601e-02 9.479e+01 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 7.291e+00\n", + " Total delta_x: 1.378e-01\n", + " Iterations: 3\n", + " Function evaluations: 7\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.41 min\n", + "Timer: Avg time per step = 21.1 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.513e+01 --> 7.265e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.628e-01 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.264e-05 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 3.489e-02 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.819e-01 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.413e-05 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 3.900e-02 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.523e+00 --> 1.529e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.037e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 1.285e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.523e+00 --> 1.529e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.037e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 1.285e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.804e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 2.392e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 2.312e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 9.377e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.730e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.673e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 6.785e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=1.0, ar_weight=4.6415888336127775\n" ] - } - ], - "source": [ - "print(f\"R_eff : {R_eff2}\")\n", - "print(f\"L_par : {L_par2}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 85, - "metadata": {}, - "outputs": [], - "source": [ - "eq_test = eq.copy()" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": {}, - "outputs": [ + }, { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_391879/812124138.py:25: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", " R_modes = jnp.vstack(\n" ] }, @@ -551,133 +678,922 @@ "name": "stdout", "output_type": "stream", "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 79.3 ms\n", "Building objective: Effective radius\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 441 us\n", - "Timer: Objective build = 90.4 ms\n", + "Timer: Precomputing transforms = 196 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 47.2 ms\n", + "Timer: Objective build = 255 ms\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 52.8 ms\n", - "Timer: Objective build = 69.9 ms\n", - "Timer: Proximal projection build = 770 ms\n", + "Timer: Precomputing transforms = 86.5 ms\n", + "Timer: Objective build = 103 ms\n", + "Timer: Proximal projection build = 1.58 sec\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed Psi\n", - "Timer: Objective build = 115 ms\n", - "Timer: Linear constraint projection build = 114 ms\n", + "Timer: Objective build = 127 ms\n", + "Timer: Linear constraint projection build = 355 ms\n", "Number of parameters: 8\n", - "Number of objectives: 4\n", - "Timer: Initializing the optimization = 1.03 sec\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.16 sec\n", "\n", "Starting optimization\n", "Using method: proximal-lsq-exact\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.147e+00 6.589e+01 \n", - " 1 2 4.639e-03 1.142e+00 7.893e-02 1.212e+00 \n", - " 2 7 4.520e-03 1.190e-04 1.233e-03 6.027e-01 \n", - " 3 8 4.021e-03 4.989e-04 3.246e-04 5.010e-01 \n", - " 4 9 3.592e-03 4.288e-04 5.582e-04 4.217e-01 \n", - " 5 11 3.219e-03 3.729e-04 2.820e-04 1.339e+00 \n", - " 6 13 2.952e-03 2.673e-04 1.253e-04 1.357e+00 \n", - " 7 14 2.520e-03 4.327e-04 2.507e-04 1.168e+00 \n", - " 8 19 2.518e-03 1.171e-06 1.998e-06 1.172e+00 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 2.518e-03\n", - " Total delta_x: 7.958e-02\n", - " Iterations: 8\n", - " Function evaluations: 19\n", - " Jacobian evaluations: 9\n", - "Timer: Solution time = 9.59 min\n", - "Timer: Avg time per step = 1.06 min\n", + " 0 1 1.509e+01 2.755e+02 \n", + " 1 3 1.082e+01 4.269e+00 6.467e-02 2.151e+02 \n", + " 2 4 1.042e+01 3.994e-01 4.975e-02 5.938e+02 \n", + " 3 5 9.235e+00 1.184e+00 2.224e-02 1.091e+02 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 9.235e+00\n", + " Total delta_x: 7.603e-02\n", + " Iterations: 3\n", + " Function evaluations: 5\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.25 min\n", + "Timer: Avg time per step = 18.7 sec\n", "==============================================================================================================\n", " Start --> End\n", - "Total (sum of squares): 1.252e+00 --> 2.521e-03, \n", - "Maximum Effective radius of curvature R_eff: 2.516e+00 --> 1.752e+00 ~\n", - "Minimum Effective radius of curvature R_eff: 2.474e+00 --> 1.663e+00 ~\n", - "Average Effective radius of curvature R_eff: 2.491e+00 --> 1.710e+00 ~\n", - "Maximum Effective radius of curvature R_eff: 2.516e+00 --> 1.752e+00 (normalized)\n", - "Minimum Effective radius of curvature R_eff: 2.474e+00 --> 1.663e+00 (normalized)\n", - "Average Effective radius of curvature R_eff: 2.491e+00 --> 1.710e+00 (normalized)\n", - "Maximum absolute Force error: 1.962e+01 --> 5.307e+01 (N)\n", - "Minimum absolute Force error: 5.259e-05 --> 1.346e-04 (N)\n", - "Average absolute Force error: 5.532e-01 --> 1.456e+00 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 3.840e-05 (normalized)\n", - "Minimum absolute Force error: 3.805e-11 --> 9.742e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 1.053e-06 (normalized)\n", + "Total (sum of squares): 1.508e+01 --> 9.200e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.112e-01 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.064e-05 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.010e-02 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.243e-01 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.189e-05 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.246e-02 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.501e+00 --> 1.962e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.624e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 1.812e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.501e+00 --> 1.962e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.624e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 1.812e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.988e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 2.425e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 4.278e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 9.354e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.755e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 3.095e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 6.768e-07 (normalized)\n", "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n" + "==============================================================================================================\n", + "Optimization successful for qs_weight=1.0, ar_weight=21.54434690031882\n" ] - } - ], - "source": [ - "eq3 = run_step(1, eq_test, maxiter=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "metadata": {}, - "outputs": [ + }, { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "_, R_eff3, L_par3 = plot_Kd(eq3, n_pol=10, n_wells=3);" - ] - }, - { - "cell_type": "code", - "execution_count": 96, - "metadata": {}, - "outputs": [ + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.9 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 220 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 44.6 ms\n", + "Timer: Objective build = 252 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 90.7 ms\n", + "Timer: Objective build = 110 ms\n", + "Timer: Proximal projection build = 1.55 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 125 ms\n", + "Timer: Linear constraint projection build = 340 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.12 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.755e+02 \n", + " 1 3 1.350e+01 1.583e+00 7.345e-02 4.671e+03 \n", + " 2 4 1.099e+01 2.515e+00 5.489e-02 4.470e+03 \n", + " 3 6 7.898e+00 3.092e+00 2.999e-02 1.334e+03 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 7.898e+00\n", + " Total delta_x: 1.259e-01\n", + " Iterations: 3\n", + " Function evaluations: 6\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.29 min\n", + "Timer: Avg time per step = 19.3 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.521e+01 --> 7.781e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.495e-01 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.170e-05 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.949e-02 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.671e-01 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.426e-05 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 3.296e-02 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.546e+00 --> 1.763e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.430e+00 --> 1.179e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.466e+00 --> 1.481e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.546e+00 --> 1.763e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.430e+00 --> 1.179e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.466e+00 --> 1.481e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.993e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 8.436e+00 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 2.764e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 2.428e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 6.104e-06 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 2.000e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.757e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=1.0, ar_weight=99.99999999999996\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.6 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 159 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 40.2 ms\n", + "Timer: Objective build = 236 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 85.1 ms\n", + "Timer: Objective build = 101 ms\n", + "Timer: Proximal projection build = 1.50 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 137 ms\n", + "Timer: Linear constraint projection build = 333 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.06 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.757e+02 \n", + " 1 2 8.587e+00 6.500e+00 5.757e-02 5.175e+02 \n", + " 2 3 4.723e+00 3.864e+00 9.408e-02 6.924e+01 \n", + " 3 5 4.185e+00 5.372e-01 4.830e-02 8.620e+00 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 4.185e+00\n", + " Total delta_x: 1.792e-01\n", + " Iterations: 3\n", + " Function evaluations: 5\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.19 min\n", + "Timer: Avg time per step = 17.9 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.532e+01 --> 4.227e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.095e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 3.754e-08 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.995e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.224e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 4.196e-08 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.230e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.537e+00 --> 1.027e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 6.757e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.475e+00 --> 8.497e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.537e+00 --> 1.027e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 6.757e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.475e+00 --> 8.497e-01 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 3.892e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.455e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 4.655e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 4.188e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.053e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 3.368e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.030e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=4.6415888336127775, ar_weight=1.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 81.8 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 273 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 45.3 ms\n", + "Timer: Objective build = 255 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 91.4 ms\n", + "Timer: Objective build = 109 ms\n", + "Timer: Proximal projection build = 1.55 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 128 ms\n", + "Timer: Linear constraint projection build = 341 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.10 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.757e+02 \n", + " 1 2 1.328e+01 1.803e+00 1.632e-02 1.392e+03 \n", + " 2 3 1.315e+01 1.388e-01 8.654e-03 2.430e+02 \n", + " 3 7 1.289e+01 2.582e-01 2.925e-03 1.369e+02 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 1.289e+01\n", + " Total delta_x: 2.446e-02\n", + " Iterations: 3\n", + " Function evaluations: 7\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.21 min\n", + "Timer: Avg time per step = 18.2 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.509e+01 --> 1.289e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.044e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 7.437e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 4.612e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.285e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 8.313e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 5.155e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.080e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.077e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.078e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.080e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.077e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.078e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.664e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.611e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 2.851e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 4.831e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.166e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 2.063e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.495e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=4.6415888336127775, ar_weight=4.6415888336127775\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.0 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 260 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 43.3 ms\n", + "Timer: Objective build = 245 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 86.5 ms\n", + "Timer: Objective build = 103 ms\n", + "Timer: Proximal projection build = 1.51 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 127 ms\n", + "Timer: Linear constraint projection build = 338 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.07 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.757e+02 \n", + " 1 2 1.427e+01 8.212e-01 1.963e-02 1.545e+03 \n", + " 2 6 1.405e+01 2.114e-01 2.033e-03 1.783e+02 \n", + " 3 8 1.397e+01 8.098e-02 6.936e-04 1.173e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.397e+01\n", + " Total delta_x: 2.041e-02\n", + " Iterations: 3\n", + " Function evaluations: 8\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.20 min\n", + "Timer: Avg time per step = 18.0 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.508e+01 --> 1.398e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.111e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 8.996e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 4.331e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.359e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.006e-05 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 4.841e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.478e+00 --> 2.292e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.286e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.290e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.478e+00 --> 2.292e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.286e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.290e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.982e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.974e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 6.250e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.655e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.428e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 4.522e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 4.092e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=4.6415888336127775, ar_weight=21.54434690031882\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 85.5 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 286 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 47.6 ms\n", + "Timer: Objective build = 267 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 93.8 ms\n", + "Timer: Objective build = 111 ms\n", + "Timer: Proximal projection build = 1.57 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 135 ms\n", + "Timer: Linear constraint projection build = 355 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.16 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.756e+02 \n", + " 1 2 1.442e+01 6.715e-01 2.006e-02 1.667e+03 \n", + " 2 6 1.408e+01 3.348e-01 2.061e-03 1.640e+02 \n", + " 3 8 1.403e+01 5.567e-02 1.487e-03 1.317e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.403e+01\n", + " Total delta_x: 2.052e-02\n", + " Iterations: 3\n", + " Function evaluations: 8\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.32 min\n", + "Timer: Avg time per step = 19.8 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.508e+01 --> 1.401e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.026e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.432e-05 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 4.341e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.264e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.601e-05 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 4.853e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.302e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.297e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.300e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.302e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.297e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.300e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 6.000e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.986e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.954e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.866e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.437e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.414e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 4.244e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=4.6415888336127775, ar_weight=99.99999999999996\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 89.5 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 250 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 49.8 ms\n", + "Timer: Objective build = 278 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 100 ms\n", + "Timer: Objective build = 119 ms\n", + "Timer: Proximal projection build = 1.70 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 135 ms\n", + "Timer: Linear constraint projection build = 348 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.28 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.784e+02 \n", + " 1 2 1.459e+01 4.980e-01 5.311e-03 1.172e+03 \n", + " 2 3 1.452e+01 7.029e-02 2.929e-03 2.389e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.452e+01\n", + " Total delta_x: 8.143e-03\n", + " Iterations: 2\n", + " Function evaluations: 3\n", + " Jacobian evaluations: 3\n", + "Timer: Solution time = 55.6 sec\n", + "Timer: Avg time per step = 18.5 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.510e+01 --> 1.452e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 4.924e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.524e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 9.045e-04 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 5.505e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.704e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.011e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.372e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.341e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.356e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.372e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.341e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.356e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.838e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.632e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 7.501e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 4.424e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.181e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 5.427e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.201e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=21.54434690031882, ar_weight=1.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 84.3 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 332 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 45.8 ms\n", + "Timer: Objective build = 263 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 89.7 ms\n", + "Timer: Objective build = 109 ms\n", + "Timer: Proximal projection build = 1.65 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 139 ms\n", + "Timer: Linear constraint projection build = 371 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.26 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.784e+02 \n", + " 1 2 1.473e+01 3.577e-01 3.897e-03 8.294e+02 \n", + " 2 3 1.472e+01 9.652e-03 1.430e-03 1.503e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.472e+01\n", + " Total delta_x: 5.125e-03\n", + " Iterations: 2\n", + " Function evaluations: 3\n", + " Jacobian evaluations: 3\n", + "Timer: Solution time = 53.8 sec\n", + "Timer: Avg time per step = 17.9 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.509e+01 --> 1.472e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 3.424e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.697e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 6.256e-04 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 3.827e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.014e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 6.993e-04 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.411e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.380e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.392e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.411e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.380e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.392e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.897e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.750e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 5.319e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 4.605e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.266e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 3.848e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.332e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=21.54434690031882, ar_weight=4.6415888336127775\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.5 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 224 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 42.0 ms\n", + "Timer: Objective build = 243 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 84.3 ms\n", + "Timer: Objective build = 100 ms\n", + "Timer: Proximal projection build = 1.50 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 122 ms\n", + "Timer: Linear constraint projection build = 359 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.08 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.784e+02 \n", + " 1 2 1.501e+01 8.078e-02 8.811e-04 1.604e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.501e+01\n", + " Total delta_x: 8.811e-04\n", + " Iterations: 1\n", + " Function evaluations: 2\n", + " Jacobian evaluations: 2\n", + "Timer: Solution time = 46.2 sec\n", + "Timer: Avg time per step = 23.1 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.509e+01 --> 1.501e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.630e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 3.446e-08 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.444e-04 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.822e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.852e-08 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.732e-04 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.465e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.426e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.443e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.465e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.426e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.443e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.986e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.857e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.699e-06 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.395e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.344e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.230e-12 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.903e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=21.54434690031882, ar_weight=21.54434690031882\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.0 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 246 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 42.8 ms\n", + "Timer: Objective build = 244 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 84.8 ms\n", + "Timer: Objective build = 101 ms\n", + "Timer: Proximal projection build = 1.49 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 122 ms\n", + "Timer: Linear constraint projection build = 322 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.02 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.783e+02 \n", + " 1 2 1.505e+01 3.567e-02 1.009e-03 9.700e+01 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.505e+01\n", + " Total delta_x: 1.009e-03\n", + " Iterations: 1\n", + " Function evaluations: 2\n", + " Jacobian evaluations: 2\n", + "Timer: Solution time = 43.6 sec\n", + "Timer: Avg time per step = 21.8 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.509e+01 --> 1.505e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.619e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 8.353e-08 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.328e-04 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.810e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 9.337e-08 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.602e-04 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.473e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.432e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.450e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.473e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.432e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.450e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.999e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.784e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 5.721e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.389e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.291e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 4.140e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.899e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=21.54434690031882, ar_weight=99.99999999999996\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ - "R_eff : [3.57118337 3.5281477 3.45307047]\n", - "L_par : [8.87936252 8.35467291 8.31431218]\n" + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 77.2 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 237 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 39.8 ms\n", + "Timer: Objective build = 234 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.6 ms\n", + "Timer: Objective build = 93.9 ms\n", + "Timer: Proximal projection build = 1.45 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 122 ms\n", + "Timer: Linear constraint projection build = 324 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.98 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.516e+01 3.370e+02 \n", + " 1 2 1.515e+01 6.966e-03 2.581e-04 5.896e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.515e+01\n", + " Total delta_x: 2.581e-04\n", + " Iterations: 1\n", + " Function evaluations: 2\n", + " Jacobian evaluations: 2\n", + "Timer: Solution time = 46.9 sec\n", + "Timer: Avg time per step = 23.4 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.515e+01 --> 1.515e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.043e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.799e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 8.347e-05 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.165e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.011e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 9.330e-05 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.994e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.985e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 9.284e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.032e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.436e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 6.718e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.641e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=99.99999999999996, ar_weight=1.0\n" ] - } - ], - "source": [ - "print(f\"R_eff : {R_eff3}\")\n", - "print(f\"L_par : {L_par3}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 103, - "metadata": {}, - "outputs": [], - "source": [ - "eq_test = eq.copy()" - ] - }, - { - "cell_type": "code", - "execution_count": 107, - "metadata": {}, - "outputs": [ + }, { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_391879/505397156.py:31: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", " R_modes = jnp.vstack(\n" ] }, @@ -685,110 +1601,361 @@ "name": "stdout", "output_type": "stream", "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 76.3 ms\n", "Building objective: Effective radius\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 581 us\n", + "Timer: Precomputing transforms = 237 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 41.5 ms\n", + "Timer: Objective build = 236 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.9 ms\n", + "Timer: Objective build = 94.0 ms\n", + "Timer: Proximal projection build = 1.54 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 125 ms\n", + "Timer: Linear constraint projection build = 362 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 2.12 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.516e+01 3.370e+02 \n", + " 1 2 1.515e+01 6.482e-03 2.537e-04 5.884e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.515e+01\n", + " Total delta_x: 2.537e-04\n", + " Iterations: 1\n", + " Function evaluations: 2\n", + " Jacobian evaluations: 2\n", + "Timer: Solution time = 42.6 sec\n", + "Timer: Avg time per step = 21.3 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.515e+01 --> 1.515e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.042e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.957e-08 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 8.324e-05 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.165e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.306e-08 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 9.305e-05 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.994e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.985e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.008e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.032e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.436e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 7.291e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.641e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=99.99999999999996, ar_weight=4.6415888336127775\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "Building objective: QS two-term\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 1.00 sec\n", - "Timer: Objective build = 1.16 sec\n", + "Timer: Precomputing transforms = 77.8 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 240 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 40.3 ms\n", + "Timer: Objective build = 239 ms\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 58.7 ms\n", - "Timer: Objective build = 74.2 ms\n", - "Timer: Proximal projection build = 1.88 sec\n", + "Timer: Precomputing transforms = 81.0 ms\n", + "Timer: Objective build = 97.7 ms\n", + "Timer: Proximal projection build = 1.46 sec\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed Psi\n", - "Timer: Objective build = 116 ms\n", - "Timer: Linear constraint projection build = 113 ms\n", + "Timer: Objective build = 122 ms\n", + "Timer: Linear constraint projection build = 320 ms\n", "Number of parameters: 8\n", - "Number of objectives: 1687\n", - "Timer: Initializing the optimization = 2.13 sec\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.99 sec\n", "\n", "Starting optimization\n", "Using method: proximal-lsq-exact\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.628e+01 5.937e+02 \n", - " 1 2 2.590e+00 1.369e+01 5.510e-02 8.520e+01 \n", - " 2 4 1.332e+00 1.259e+00 2.394e-02 3.905e+01 \n", - " 3 7 1.227e+00 1.047e-01 2.942e-03 3.472e+01 \n", - " 4 8 1.065e+00 1.615e-01 6.177e-03 2.821e+01 \n", - " 5 9 8.175e-01 2.480e-01 1.044e-02 1.947e+01 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 8.175e-01\n", - " Total delta_x: 8.568e-02\n", - " Iterations: 5\n", - " Function evaluations: 9\n", - " Jacobian evaluations: 6\n", - "Timer: Solution time = 8.12 min\n", - "Timer: Avg time per step = 1.35 min\n", + " 0 1 1.516e+01 3.370e+02 \n", + " 1 2 1.515e+01 1.189e-02 1.845e-04 3.821e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.515e+01\n", + " Total delta_x: 1.845e-04\n", + " Iterations: 1\n", + " Function evaluations: 2\n", + " Jacobian evaluations: 2\n", + "Timer: Solution time = 42.7 sec\n", + "Timer: Avg time per step = 21.3 sec\n", "==============================================================================================================\n", " Start --> End\n", - "Total (sum of squares): 1.631e+01 --> 8.179e-01, \n", - "Maximum Effective radius of curvature R_eff: 2.497e+00 --> 1.810e+00 ~\n", - "Minimum Effective radius of curvature R_eff: 2.423e+00 --> 1.510e+00 ~\n", - "Average Effective radius of curvature R_eff: 2.465e+00 --> 1.659e+00 ~\n", - "Maximum Effective radius of curvature R_eff: 2.497e+00 --> 1.810e+00 (normalized)\n", - "Minimum Effective radius of curvature R_eff: 2.423e+00 --> 1.510e+00 (normalized)\n", - "Average Effective radius of curvature R_eff: 2.465e+00 --> 1.659e+00 (normalized)\n", - "Maximum absolute Quasi-symmetry (1,2) two-term error: 2.341e-01 --> 6.346e-02 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,2) two-term error: 2.966e-04 --> 3.359e-05 (T^3)\n", - "Average absolute Quasi-symmetry (1,2) two-term error: 9.595e-02 --> 2.162e-02 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,2) two-term error: 2.617e-01 --> 7.093e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,2) two-term error: 3.316e-04 --> 3.755e-05 (normalized)\n", - "Average absolute Quasi-symmetry (1,2) two-term error: 1.073e-01 --> 2.417e-02 (normalized)\n", - "Maximum absolute Force error: 1.962e+01 --> 2.626e+00 (N)\n", - "Minimum absolute Force error: 5.259e-05 --> 2.718e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 7.807e-02 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.900e-06 (normalized)\n", - "Minimum absolute Force error: 3.805e-11 --> 1.967e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 5.649e-08 (normalized)\n", + "Total (sum of squares): 1.515e+01 --> 1.515e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.042e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.035e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 7.681e-05 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.165e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.156e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 8.586e-05 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.476e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.454e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.476e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.454e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.996e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.948e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 7.419e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.091e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.409e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 5.368e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.684e-07 (normalized)\n", "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n" + "==============================================================================================================\n", + "Optimization successful for qs_weight=99.99999999999996, ar_weight=21.54434690031882\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 76.4 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 279 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 39.8 ms\n", + "Timer: Objective build = 238 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 78.8 ms\n", + "Timer: Objective build = 93.7 ms\n", + "Timer: Proximal projection build = 1.45 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 122 ms\n", + "Timer: Linear constraint projection build = 320 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.98 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.516e+01 3.369e+02 \n", + " 1 16 1.516e+01 0.000e+00 0.000e+00 3.369e+02 \n", + "Warning: Maximum number of function evaluations has been exceeded.\n", + " Current function value: 1.516e+01\n", + " Total delta_x: 0.000e+00\n", + " Iterations: 1\n", + " Function evaluations: 16\n", + " Jacobian evaluations: 1\n", + "Timer: Solution time = 1.40 min\n", + "Timer: Avg time per step = 42.2 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.516e+01 --> 1.516e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.048e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.424e-08 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 6.532e-05 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.171e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.709e-08 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 7.301e-05 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.479e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.438e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.457e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.479e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.438e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.457e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 6.000e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.962e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.193e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.532e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.420e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 8.629e-12 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 4.003e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=99.99999999999996, ar_weight=99.99999999999996\n", + " qs_weight aspect_ratio_weight status\n", + "0 1.0 1.0 Success\n", + "1 1.0 4.6415888336127775 Success\n", + "2 1.0 21.54434690031882 Success\n", + "3 1.0 99.99999999999996 Success\n", + "4 4.6415888336127775 1.0 Success\n", + "5 4.6415888336127775 4.6415888336127775 Success\n", + "6 4.6415888336127775 21.54434690031882 Success\n", + "7 4.6415888336127775 99.99999999999996 Success\n", + "8 21.54434690031882 1.0 Success\n", + "9 21.54434690031882 4.6415888336127775 Success\n", + "10 21.54434690031882 21.54434690031882 Success\n", + "11 21.54434690031882 99.99999999999996 Success\n", + "12 99.99999999999996 1.0 Success\n", + "13 99.99999999999996 4.6415888336127775 Success\n", + "14 99.99999999999996 21.54434690031882 Success\n", + "15 99.99999999999996 99.99999999999996 Success\n" ] } ], "source": [ - "eq4 = run_step(1, eq_test, maxiter=5)" + "# Generate the weight combinations and run experiments\n", + "weight_combinations = generate_weights(num_weights=4)\n", + "eqfam, results_df = run_all_experiments(eq, weight_combinations)\n", + "\n", + "# # Display the results\n", + "print(results_df)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data analysis ##" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 36, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "plot_section(eq2, \"|F|\", norm_F=True, log=True);" + "import matplotlib.pyplot as plt\n", + "\n", + "def plot_Kd_family(eqfam, results_df, n_pol=16, rho=0.5, n_wells=5):\n", + " \"\"\"\n", + " Plot Kd for each equilibrium in the family in a 4x4 grid.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " - n_pol: Number of poloidal turns for the Kd calculation.\n", + " - rho: Radius in normalized coordinates.\n", + " - n_wells: Number of wells for effective radius optimization.\n", + " \"\"\"\n", + " # Create a new figure\n", + " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", + " fig.suptitle(\"Kd Plots for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i]['qs_weight']\n", + " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Calculate and plot Kd\n", + " iota_grid = LinearGrid(rho=rho)\n", + " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", + " Kd = get_value(eq, \"Kd\", grid)\n", + " ax.plot(grid.nodes[:, 2], Kd)\n", + " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", + " ax.set_xlabel(r\"$\\zeta$\")\n", + " ax.set_ylabel(r\"$K_d$\")\n", + " \n", + " # Calculate R_eff and L_par for displaying in the text box\n", + " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", + " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", + " a = get_value(eq, \"a\", grid)\n", + "\n", + " # Format the text to be displayed in the box\n", + " textstr = (\n", + " f\"Mean $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", + " f\"Mean $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", + " f\"Min $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", + " f\"Min $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + " else:\n", + " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n", + "\n", + "# Example usage\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 37, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, "metadata": {}, @@ -796,53 +1963,92 @@ } ], "source": [ - "fig, ax = plot_comparison(\n", - " eqs=[eq, eq2],\n", - " labels=[\n", - " \"Before optimization\",\n", - " \"After optimization\",\n", - " ],\n", - ")" + "# Example usage\n", + "plot_Kd_family(eqfam, results_df)" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 38, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "eq error: 0.08%\n" - ] - } - ], + "outputs": [], "source": [ - "err = check_force_error(eq2)" + "import matplotlib.pyplot as plt\n", + "\n", + "def plot_quasisymmetry_family(eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0):\n", + " \"\"\"\n", + " Plot quasisymmetry for each equilibrium in the family in a 4x4 grid.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " - rho: Radius in normalized coordinates.\n", + " - fill: Whether the contours are filled, i.e. whether to use `contourf` or `contour`.\n", + " - ncontours: Number of contours to plot.\n", + " - fieldlines: Number of (linearly spaced) magnetic fieldlines to plot. Default is 0 (none).\n", + " \"\"\"\n", + " # Create a new figure\n", + " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", + " fig.suptitle(\"Quasisymmetry Plots for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i]['qs_weight']\n", + " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Plot Boozer surface for the current equilibrium\n", + " plot_boozer_surface(\n", + " eq,\n", + " rho=rho,\n", + " fill=fill,\n", + " ncontours=ncontours,\n", + " fieldlines=fieldlines,\n", + " ax=ax\n", + " )\n", + " \n", + " # Customize the plot axes\n", + " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", + "\n", + " # Optionally, you can add additional calculated values to the text box\n", + " textstr = (\n", + " f\"qs_weight: {qs_weight:.2f}\\n\"\n", + " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + " else:\n", + " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n", + "\n", + "# Example usage\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 39, "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "(
,\n", - " )" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -850,67 +2056,92 @@ } ], "source": [ - "plot_boundaries(\n", - " eqs=[eq, eq2],\n", - " labels=[\n", - " \"Before optimization\",\n", - " \"After optimization\",\n", - " ],\n", - ")" + "plot_quasisymmetry_family(eqfam, results_df)" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 42, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(
,\n", - " )" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "plot_boozer_surface(eq)" + "import matplotlib.pyplot as plt\n", + "\n", + "def plot_quasisymmetry_family(eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0):\n", + " \"\"\"\n", + " Plot quasisymmetry for each equilibrium in the family in a 4x4 grid.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " - rho: Radius in normalized coordinates.\n", + " - fill: Whether the contours are filled, i.e. whether to use `contourf` or `contour`.\n", + " - ncontours: Number of contours to plot.\n", + " - fieldlines: Number of (linearly spaced) magnetic fieldlines to plot. Default is 0 (none).\n", + " \"\"\"\n", + " # Create a new figure\n", + " eq_initial = eqfam[0]\n", + " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", + " fig.suptitle(\"Quasisymmetry Plots for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i]['qs_weight']\n", + " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Plot boundaries for the current equilibrium\n", + " plot_boundaries(\n", + " eqs=[eq_initial, eq],\n", + " labels=[\n", + " \"Before optimization\",\n", + " \"After optimization\",\n", + " ],\n", + " ax=ax\n", + " )\n", + " \n", + " # Customize the plot axes\n", + " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", + "\n", + " # Add the text box to the plot\n", + " textstr = (\n", + " f\"qs_weight: {qs_weight:.2f}\\n\"\n", + " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", + " )\n", + "\n", + " # Create a text box with the weight information\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + " else:\n", + " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n", + "\n", + "# Example usage\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 43, "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "(
,\n", - " )" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" ] }, "metadata": {}, @@ -918,62 +2149,84 @@ } ], "source": [ - "plot_boozer_surface(eq2, rho=0.9)" + "plot_quasisymmetry_family(eqfam, results_df)" ] }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 46, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(Grid at 0x7f645fabba70 (L=2000, M=2000, N=2000, NFP=1, sym=False, is_meshgrid=False, node_pattern=custom, coordinates=rtz),\n", - " Array([3.6822977 , 3.53709772, 3.20492513, 3.0715365 , 2.6562307 ], dtype=float64),\n", - " Array([11.29812929, 11.19588378, 11.14476102, 9.40658728, 6.54371289], dtype=float64))" - ] - }, - "execution_count": 118, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "plot_Kd(eq4, n_pol=10)" + "import matplotlib.pyplot as plt\n", + "\n", + "def plot_quasisymmetry_error_family(eqfam, results_df):\n", + " \"\"\"\n", + " Plot quasisymmetry error for each equilibrium in the family in a 4x4 grid.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " \"\"\"\n", + " # Create a new figure\n", + " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", + " fig.suptitle(\"Quasisymmetry Error for Optimized Equilibria\", fontsize=16)\n", + "\n", + " eq_initial = eqfam[0]\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i]['qs_weight']\n", + " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Plot QS error for eq_initial and the current equilibrium\n", + " fig_qs_error, ax = plot_qs_error(\n", + " eq_initial, helicity=(1, 0), fT=True, fC=True, legend=False, rho=10, ax=ax\n", + " )\n", + " plot_qs_error(\n", + " eq, helicity=(1, 0), fT=True, fC=True, ax=ax, marker=[\"x\"], rho=10\n", + " )\n", + " \n", + " # Add the weight information in a text box\n", + " textstr = (\n", + " f\"qs_weight: {qs_weight:.2f}\\n\"\n", + " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", + " )\n", + "\n", + " # Create a text box with the weight information\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + " else:\n", + " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n", + "\n", + "# Example usage\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 121, + "execution_count": 47, "metadata": {}, "outputs": [ { "data": { + "image/png": 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", "text/plain": [ - "(
,\n", - " )" - ] - }, - "execution_count": 121, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" ] }, "metadata": {}, @@ -981,10 +2234,7 @@ } ], "source": [ - "plot_boundaries(\n", - " eqs=[eq, eq4],\n", - " labels=[\"Before optimization\", \"After optimization, target=3.4 + QS\"],\n", - ")" + "plot_quasisymmetry_error_family(eqfam, results_df)" ] }, { @@ -997,7 +2247,7 @@ ], "metadata": { "kernelspec": { - "display_name": "desc-env", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -1011,7 +2261,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.9.19" } }, "nbformat": 4, diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index d293ecfd29..298bae8dad 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -226,7 +226,7 @@ def compute(self, params, constants=None): "shear": iota_data["shear"][0], "a": len_data["a"], } - n_tor = jnp.abs(self._n_pol / (data["iota"] * eq.NFP)) + n_tor = jnp.abs(self._n_pol / (data["iota"])) zeta = jnp.linspace( 0, 2 * jnp.pi * n_tor, self._n_pol * self._knots_per_transit ) From f6a106865450ba649ce7a8bbb6fd04418b9e441e Mon Sep 17 00:00:00 2001 From: kfrybes Date: Fri, 1 Nov 2024 15:33:48 -0400 Subject: [PATCH 14/23] update notebook for testing different boundary modes --- Critical_gradient_optimization.ipynb | 851 +++++++++++++++++++-------- 1 file changed, 590 insertions(+), 261 deletions(-) diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb index cde5b08b14..e16da92f9d 100644 --- a/Critical_gradient_optimization.ipynb +++ b/Critical_gradient_optimization.ipynb @@ -1,18 +1,32 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports ##" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Uncomment if GPU available" + ] + }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ - "from desc import set_device\n", - "set_device(\"gpu\")" + "# from desc import set_device\n", + "# set_device(\"gpu\")" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -60,9 +74,16 @@ "## Methods ##" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### General ###" + ] + }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 33, "metadata": {}, "outputs": [], "source": [ @@ -74,7 +95,7 @@ "# Function to get the straight field line coordinate system, need iota for jit\n", "# @functools.partial(jit, static_argnames=[\"rho\",\"alpha\",\"n_pol\",\"n_points\"])\n", "def get_field_line_grid(eq, iota, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", - " n_tor = n_pol / (iota * eq.NFP)\n", + " n_tor = jnp.abs(n_pol / iota)\n", " good_grid = get_rtz_grid(\n", " eq,\n", " jnp.array(rho),\n", @@ -91,11 +112,83 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_Kd(eq, n_pol=11, rho=0.5, n_wells=5):\n", + " iota_grid = LinearGrid(rho=rho)\n", + " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", + " Kd = get_value(eq, \"Kd\", grid)\n", + " plt.figure()\n", + " plt.plot(grid.nodes[:, 2], Kd)\n", + " plt.axhline(0, color=\"r\", linestyle=\"--\")\n", + " plt.xlabel(r\"$\\zeta$\")\n", + " plt.ylabel(r\"$K_d$\")\n", + " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", + " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", + " a = get_value(eq, \"a\", grid)\n", + "\n", + " # Format the text to be displayed in the box\n", + " textstr = (\n", + " f\"Mean value of $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", + " f\"Mean value of $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", + " f\"Minimum value of $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", + " f\"Minimum value of $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " plt.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=plt.gca().transAxes,\n", + " fontsize=12,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + "\n", + " # Add a legend and show the plot\n", + " # plt.legend()\n", + " plt.show()\n", + "\n", + " # Print the values for verification\n", + " # print(f\"Values of R_eff are: {R_eff}\")\n", + " # print(f\"Values of L_par are: {L_par}\")\n", + " return grid, R_eff, L_par" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "def check_force_error(eq):\n", + " grid = QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid, eq.NFP)\n", + " data = eq.compute([\"p\", \"sqrt(g)\", \"|F|\", \"|grad(|B|^2)|/2mu0\"], grid)\n", + " err = jnp.sum(data[\"|F|\"] * data[\"sqrt(g)\"] * grid.weights) / jnp.sum(\n", + " data[\"|grad(|B|^2)|/2mu0\"] * data[\"sqrt(g)\"] * grid.weights\n", + " )\n", + " print(\"eq error: {:.2f}%\".format(err * 1e2))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Optimizations ###" + ] + }, + { + "cell_type": "code", + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ - "def run_step(k, eq, n_wells = 5, maxiter=3):\n", + "def run_step(k, eq, n_wells=5, maxiter=3):\n", " \"\"\"Run a step of the precise QA optimization example from Landreman & Paul.\"\"\"\n", "\n", " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", @@ -111,7 +204,7 @@ " objective = ObjectiveFunction(\n", " (\n", " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid),\n", - " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=15),\n", + " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=11),\n", " # AspectRatio(eq=eq, target=6),\n", " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", " ),\n", @@ -165,11 +258,13 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ - "def run_step_weights(k, eq, maxiter=3, qs_weight=1.0, aspect_ratio_weight=1.0, n_wells=5, n_pol=11):\n", + "def run_step_weights(\n", + " k, eq, maxiter=3, qs_weight=1.0, aspect_ratio_weight=1.0, n_wells=5, n_pol=11\n", + "):\n", " \"\"\"\n", " Run a step of the precise QH optimization example from Landreman & Paul with weights.\n", "\n", @@ -201,7 +296,7 @@ " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", " ),\n", " )\n", - " \n", + "\n", " # Fix modes according to the threshold\n", " R_modes = jnp.vstack(\n", " (\n", @@ -246,67 +341,83 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ - "def plot_Kd(eq, n_pol=16, rho=0.5, n_wells=5):\n", - " iota_grid = LinearGrid(rho=rho)\n", - " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", - " Kd = get_value(eq, \"Kd\", grid)\n", - " plt.figure()\n", - " plt.plot(grid.nodes[:, 2], Kd)\n", - " plt.axhline(0, color=\"r\", linestyle=\"--\")\n", - " plt.xlabel(r\"$\\zeta$\")\n", - " plt.ylabel(r\"$K_d$\")\n", - " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", - " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", - " a = get_value(eq, \"a\", grid)\n", + "def run_step_weights_target(\n", + " k, eq, maxiter=3, qs_weight=1.0, aspect_ratio_weight=1.0, n_wells=5, n_pol=11\n", + "):\n", + " \"\"\"\n", + " Run a step of the precise QA optimization example from Landreman & Paul with weights.\n", "\n", - " # Format the text to be displayed in the box\n", - " textstr = (\n", - " f\"Mean value of $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", - " f\"Mean value of $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", - " f\"Minimum value of $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", - " f\"Minimum value of $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", + " Parameters:\n", + " - k: Mode number to let free\n", + " - eq: Initial DESC equilibrium object.\n", + " - maxiter: Maximum number of iterations for the optimization.\n", + " - qs_weight: Weight for the quasisymmetry term.\n", + " - aspect_ratio_weight: Weight for the aspect ratio term.\n", + " - n_wells: Number of wells for effective radius optimization.\n", + " - n_pol: Number of poloidal turns.\n", + "\n", + " Returns:\n", + " - eq_new: Optimized equilibrium object.\n", + " \"\"\"\n", + " # Create grid for minimizing quasisymmetry error\n", + " grid = LinearGrid(\n", + " M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", " )\n", "\n", - " # Add the text box to the plot\n", - " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", - " plt.text(\n", - " 0.05,\n", - " 0.95,\n", - " textstr,\n", - " transform=plt.gca().transAxes,\n", - " fontsize=12,\n", - " verticalalignment=\"top\",\n", - " bbox=props,\n", + " # Create an ObjectiveFunction with weights\n", + " objective = ObjectiveFunction(\n", + " (\n", + " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid, weight=qs_weight),\n", + " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=n_pol),\n", + " AspectRatio(eq=eq, target=6, weight=aspect_ratio_weight),\n", + " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", + " ),\n", " )\n", "\n", - " # Add a legend and show the plot\n", - " # plt.legend()\n", - " plt.show()\n", + " # Fix modes according to the threshold\n", + " R_modes = jnp.vstack(\n", + " (\n", + " [0, 0, 0],\n", + " eq.surface.R_basis.modes[\n", + " jnp.max(jnp.abs(eq.surface.R_basis.modes), 1) != k, :\n", + " ],\n", + " )\n", + " )\n", + " Z_modes = eq.surface.Z_basis.modes[\n", + " jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1) != k, :\n", + " ]\n", "\n", - " # Print the values for verification\n", - " # print(f\"Values of R_eff are: {R_eff}\")\n", - " # print(f\"Values of L_par are: {L_par}\")\n", - " return grid, R_eff, L_par" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "def check_force_error(eq):\n", - " grid = QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid, eq.NFP)\n", - " data = eq.compute([\"p\", \"sqrt(g)\", \"|F|\", \"|grad(|B|^2)|/2mu0\"], grid)\n", - " err = jnp.sum(data[\"|F|\"] * data[\"sqrt(g)\"] * grid.weights) / jnp.sum(\n", - " data[\"|grad(|B|^2)|/2mu0\"] * data[\"sqrt(g)\"] * grid.weights\n", + " # Create constraints\n", + " constraints = (\n", + " ForceBalance(eq=eq),\n", + " FixBoundaryR(eq=eq, modes=R_modes),\n", + " FixBoundaryZ(eq=eq, modes=Z_modes),\n", + " FixPressure(eq=eq),\n", + " FixCurrent(eq=eq),\n", + " FixPsi(eq=eq),\n", " )\n", - " print(\"eq error: {:.2f}%\".format(err * 1e2))" + "\n", + " # Default optimizer\n", + " optimizer = Optimizer(\"proximal-lsq-exact\")\n", + "\n", + " # Optimize equilibrium\n", + " eq_new, history = eq.optimize(\n", + " objective=objective,\n", + " constraints=constraints,\n", + " optimizer=optimizer,\n", + " maxiter=maxiter,\n", + " verbose=3,\n", + " copy=True,\n", + " options={\n", + " \"initial_trust_ratio\": 1.0,\n", + " },\n", + " )\n", + "\n", + " return eq_new" ] }, { @@ -325,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -334,14 +445,14 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 39, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -349,20 +460,20 @@ } ], "source": [ - "_, R_eff, L_par = plot_Kd(eq, n_pol=15);" + "_, R_eff, L_par = plot_Kd(eq);" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "R_eff : [4.94640446 4.99568358 4.95426706 4.91144081 4.93285525]\n", - "L_par : [7.70638155 7.55674307 7.51933345 7.40710459 7.33228535]\n" + "R_eff : [4.95346395 4.99643266 4.95395625 4.91346865 4.93973935]\n", + "L_par : [7.70731601 7.55765939 7.48283108 7.48283108 7.33317446]\n" ] } ], @@ -380,11 +491,11 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ - "def run_well_optimizations(eq,n_wells_array):\n", + "def run_well_optimizations(eq, n_wells_array):\n", " eqfam = EquilibriaFamily(eq)\n", " for n_wells in n_wells_array:\n", " eq_test = eq.copy()\n", @@ -394,8 +505,7 @@ " print(f\"Optimization successful for n_wells={n_wells}\")\n", " except Exception as e:\n", " print(f\"Optimization failed for n_wells={n_wells}: {e}\")\n", - " return eqfam\n", - " " + " return eqfam" ] }, { @@ -404,8 +514,8 @@ "metadata": {}, "outputs": [], "source": [ - "n_wells_array = [2,3,5,8,10,12]\n", - "eqfam = run_well_optimizations(eq,n_wells_array)" + "# n_wells_array = [2,3,5,8,10,12]\n", + "# eqfam = run_well_optimizations(eq,n_wells_array)" ] }, { @@ -424,7 +534,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ @@ -441,13 +551,18 @@ " - A list of tuples (qs_weight, aspect_ratio_weight) with all combinations of weights.\n", " \"\"\"\n", " # Generate weights in log space between min_weight and max_weight\n", - " qs_weights = jnp.logspace(jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights)\n", - " aspect_ratio_weights = jnp.logspace(jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights)\n", - " \n", + " qs_weights = jnp.logspace(\n", + " jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights\n", + " )\n", + " aspect_ratio_weights = jnp.logspace(\n", + " jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights\n", + " )\n", + "\n", " # Create all combinations of the weights\n", " weight_combinations = [(qs, ar) for qs in qs_weights for ar in aspect_ratio_weights]\n", " return weight_combinations\n", "\n", + "\n", "def run_all_experiments(eq, weight_combinations, maxiter=3):\n", " \"\"\"\n", " Run a series of optimizations for each weight combination and store results.\n", @@ -465,32 +580,48 @@ " \"\"\"\n", " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", " results = [] # List to store weight values for each experiment\n", - " \n", + "\n", " for qs_weight, ar_weight in weight_combinations:\n", " eq_test = eq.copy()\n", " try:\n", " # Run optimization for each weight combination\n", " eq_new = run_step_weights(\n", - " k=1, \n", - " eq=eq_test, \n", - " maxiter=maxiter, \n", - " qs_weight=qs_weight, \n", + " k=1,\n", + " eq=eq_test,\n", + " maxiter=maxiter,\n", + " qs_weight=qs_weight,\n", " aspect_ratio_weight=ar_weight,\n", - " n_wells=5, \n", - " n_pol=8\n", + " n_wells=5,\n", + " n_pol=8,\n", " )\n", " # Append the new equilibrium to the family\n", " eqfam.append(eq_new)\n", " # Log the weight values\n", - " results.append({'qs_weight': qs_weight, 'aspect_ratio_weight': ar_weight, 'status': 'Success'})\n", - " print(f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\")\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Success\",\n", + " }\n", + " )\n", + " print(\n", + " f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", + " )\n", " except Exception as e:\n", - " print(f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\")\n", - " results.append({'qs_weight': qs_weight, 'aspect_ratio_weight': ar_weight, 'status': 'Failed'})\n", - " \n", + " print(\n", + " f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", + " )\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Failed\",\n", + " }\n", + " )\n", + "\n", " # Convert results to a DataFrame\n", " results_df = pd.DataFrame(results)\n", - " return eqfam, results_df\n" + " return eqfam, results_df" ] }, { @@ -1856,70 +1987,264 @@ } ], "source": [ - "# Generate the weight combinations and run experiments\n", - "weight_combinations = generate_weights(num_weights=4)\n", - "eqfam, results_df = run_all_experiments(eq, weight_combinations)\n", + "# # Generate the weight combinations and run experiments\n", + "# weight_combinations = generate_weights(num_weights=4)\n", + "# eqfam, results_df = run_all_experiments(eq, weight_combinations)\n", "\n", "# # Display the results\n", - "print(results_df)\n" + "# print(results_df)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Data analysis ##" + "### Check influence of different boundary mode number ###" ] }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "def plot_Kd_family(eqfam, results_df, n_pol=16, rho=0.5, n_wells=5):\n", + "def generate_weights(num_weights=4, min_weight=1, max_weight=8):\n", " \"\"\"\n", - " Plot Kd for each equilibrium in the family in a 4x4 grid.\n", + " Generate logarithmically spaced weights for optimization parameters between min_weight and max_weight.\n", "\n", " Parameters:\n", - " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", - " - results_df: DataFrame containing weight values for each run.\n", - " - n_pol: Number of poloidal turns for the Kd calculation.\n", - " - rho: Radius in normalized coordinates.\n", - " - n_wells: Number of wells for effective radius optimization.\n", + " - num_weights: Number of weights to generate for each parameter.\n", + " - min_weight: Minimum weight value.\n", + " - max_weight: Maximum weight value.\n", + "\n", + " Returns:\n", + " - A list of tuples (qs_weight, aspect_ratio_weight) with all combinations of weights.\n", " \"\"\"\n", - " # Create a new figure\n", - " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", - " fig.suptitle(\"Kd Plots for Optimized Equilibria\", fontsize=16)\n", + " # Generate weights in log space between min_weight and max_weight\n", + " qs_weights = jnp.linspace(min_weight, max_weight, num=num_weights)\n", + " aspect_ratio_weights = jnp.linspace(min_weight, max_weight, num=num_weights)\n", "\n", - " # Iterate over equilibria and corresponding weights\n", - " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", - " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i]['qs_weight']\n", - " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", - " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", - " ax.set_title(title)\n", + " # Create all combinations of the weights\n", + " weight_combinations = [(qs, ar) for qs in qs_weights for ar in aspect_ratio_weights]\n", + " return weight_combinations\n", "\n", - " # Calculate and plot Kd\n", - " iota_grid = LinearGrid(rho=rho)\n", - " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", - " Kd = get_value(eq, \"Kd\", grid)\n", - " ax.plot(grid.nodes[:, 2], Kd)\n", - " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", - " ax.set_xlabel(r\"$\\zeta$\")\n", - " ax.set_ylabel(r\"$K_d$\")\n", - " \n", - " # Calculate R_eff and L_par for displaying in the text box\n", - " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", - " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", - " a = get_value(eq, \"a\", grid)\n", "\n", - " # Format the text to be displayed in the box\n", - " textstr = (\n", - " f\"Mean $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", + "def run_all_experiments(eq, weight_combinations, maxiter=3):\n", + " \"\"\"\n", + " Run a series of optimizations for each weight combination and store results.\n", + "\n", + " Parameters:\n", + " - eq: Initial DESC equilibrium object.\n", + " - weight_combinations: List of (qs_weight, aspect_ratio_weight) tuples.\n", + " - maxiter: Maximum number of iterations for each optimization.\n", + " - method: Optimization method for DESC.\n", + " - target_type: Target type for effective radius optimization.\n", + "\n", + " Returns:\n", + " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", + " - results_df: Pandas DataFrame containing the weight values for each run.\n", + " \"\"\"\n", + " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", + " results = [] # List to store weight values for each experiment\n", + "\n", + " for qs_weight, ar_weight in weight_combinations:\n", + " eq_test = eq.copy()\n", + " try:\n", + " # Run optimization for each weight combination\n", + " eq_new = run_step_weights_target(\n", + " k=1,\n", + " eq=eq_test,\n", + " maxiter=maxiter,\n", + " qs_weight=qs_weight,\n", + " aspect_ratio_weight=ar_weight,\n", + " n_wells=5,\n", + " n_pol=8,\n", + " )\n", + " # Append the new equilibrium to the family\n", + " eqfam.append(eq_new)\n", + " # Log the weight values\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Success\",\n", + " }\n", + " )\n", + " print(\n", + " f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", + " )\n", + " except Exception as e:\n", + " print(\n", + " f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", + " )\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Failed\",\n", + " }\n", + " )\n", + "\n", + " # Convert results to a DataFrame\n", + " results_df = pd.DataFrame(results)\n", + " return eqfam, results_df" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_711657/340845394.py:33: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 631 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 325 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.0 ms\n", + "Timer: Objective build = 1.45 sec\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 602 ms\n", + "Timer: Objective build = 672 ms\n", + "Timer: Proximal projection build = 7.08 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 620 ms\n", + "Timer: Linear constraint projection build = 2.02 sec\n", + "Number of parameters: 16\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 9.77 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.507e+01 8.511e+01 \n", + " 1 4 1.437e+01 6.986e-01 8.709e-03 1.742e+02 \n", + " 2 5 7.870e+00 6.505e+00 2.861e-02 4.774e+02 \n", + " 3 9 7.323e+00 5.466e-01 9.903e-04 3.908e+02 \n", + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 7.323e+00\n", + " Total delta_x: 3.403e-02\n", + " Iterations: 3\n", + " Function evaluations: 9\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 13.3 min\n", + "Timer: Avg time per step = 3.33 min\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.496e+01 --> 7.273e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.848e-01 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.798e-08 --> 1.770e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.443e-02 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.066e-01 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.010e-08 --> 1.979e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.613e-02 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.472e+00 --> 2.117e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.418e+00 --> 1.142e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.446e+00 --> 1.614e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.472e+00 --> 2.117e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.418e+00 --> 1.142e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.446e+00 --> 1.614e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.927e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.766e+02 (N)\n", + "Minimum absolute Force error: 5.259e-05 --> 2.064e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 3.881e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.278e-04 (normalized)\n", + "Minimum absolute Force error: 3.805e-11 --> 1.494e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 2.808e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 1.253e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 3.103e-17 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + } + ], + "source": [ + "eq_test = eq.copy()\n", + "eq2 = run_step_weights_target(2, eq_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data analysis ##" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Comparison plots ###" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_Kd_family(eqfam, results_df, n_pol=16, rho=0.5, n_wells=5):\n", + " \"\"\"\n", + " Plot Kd for each equilibrium in the family in a 4x4 grid.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " - n_pol: Number of poloidal turns for the Kd calculation.\n", + " - rho: Radius in normalized coordinates.\n", + " - n_wells: Number of wells for effective radius optimization.\n", + " \"\"\"\n", + " # Create a new figure\n", + " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", + " fig.suptitle(\"Kd Plots for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Calculate and plot Kd\n", + " iota_grid = LinearGrid(rho=rho)\n", + " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", + " Kd = get_value(eq, \"Kd\", grid)\n", + " ax.plot(grid.nodes[:, 2], Kd)\n", + " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", + " ax.set_xlabel(r\"$\\zeta$\")\n", + " ax.set_ylabel(r\"$K_d$\")\n", + "\n", + " # Calculate R_eff and L_par for displaying in the text box\n", + " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", + " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", + " a = get_value(eq, \"a\", grid)\n", + "\n", + " # Format the text to be displayed in the box\n", + " textstr = (\n", + " f\"Mean $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", " f\"Mean $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", " f\"Min $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", " f\"Min $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", @@ -1937,34 +2262,13 @@ " bbox=props,\n", " )\n", " else:\n", - " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", + " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", "\n", " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", " plt.show()\n", "\n", - "# Example usage\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Example usage\n", - "plot_Kd_family(eqfam, results_df)" + "\n", + "# Example usage" ] }, { @@ -1973,9 +2277,9 @@ "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "def plot_quasisymmetry_family(eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0):\n", + "def plot_boozer_family(\n", + " eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0\n", + "):\n", " \"\"\"\n", " Plot quasisymmetry for each equilibrium in the family in a 4x4 grid.\n", "\n", @@ -1994,8 +2298,8 @@ " # Iterate over equilibria and corresponding weights\n", " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i]['qs_weight']\n", - " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", " ax.set_title(title)\n", "\n", @@ -2006,9 +2310,9 @@ " fill=fill,\n", " ncontours=ncontours,\n", " fieldlines=fieldlines,\n", - " ax=ax\n", + " ax=ax,\n", " )\n", - " \n", + "\n", " # Customize the plot axes\n", " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", "\n", @@ -2030,33 +2334,82 @@ " bbox=props,\n", " )\n", " else:\n", - " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", + " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", "\n", " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", " plt.show()\n", "\n", - "# Example usage\n", - "\n" + "\n", + "# Example usage" ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 46, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "plot_quasisymmetry_family(eqfam, results_df)" + "def plot_quasisymmetry_error_family(eqfam, results_df):\n", + " \"\"\"\n", + " Plot quasisymmetry error for each equilibrium in the family in a 4x4 grid.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " \"\"\"\n", + " # Create a new figure\n", + " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", + " fig.suptitle(\"Quasisymmetry Error for Optimized Equilibria\", fontsize=16)\n", + "\n", + " eq_initial = eqfam[0]\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Plot QS error for eq_initial and the current equilibrium\n", + " fig_qs_error, ax = plot_qs_error(\n", + " eq_initial,\n", + " helicity=(1, 0),\n", + " fT=True,\n", + " fC=True,\n", + " legend=False,\n", + " rho=10,\n", + " ax=ax,\n", + " )\n", + " plot_qs_error(\n", + " eq, helicity=(1, 0), fT=True, fC=True, ax=ax, marker=[\"x\"], rho=10\n", + " )\n", + "\n", + " # Add the weight information in a text box\n", + " textstr = (\n", + " f\"qs_weight: {qs_weight:.2f}\\n\"\n", + " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", + " )\n", + "\n", + " # Create a text box with the weight information\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + " else:\n", + " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n", + "\n", + "\n", + "# Example usage" ] }, { @@ -2065,9 +2418,9 @@ "metadata": {}, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "def plot_quasisymmetry_family(eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0):\n", + "def plot_boundaries_family(\n", + " eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0\n", + "):\n", " \"\"\"\n", " Plot quasisymmetry for each equilibrium in the family in a 4x4 grid.\n", "\n", @@ -2087,8 +2440,8 @@ " # Iterate over equilibria and corresponding weights\n", " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i]['qs_weight']\n", - " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", " ax.set_title(title)\n", "\n", @@ -2099,9 +2452,9 @@ " \"Before optimization\",\n", " \"After optimization\",\n", " ],\n", - " ax=ax\n", + " ax=ax,\n", " )\n", - " \n", + "\n", " # Customize the plot axes\n", " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", "\n", @@ -2123,23 +2476,30 @@ " bbox=props,\n", " )\n", " else:\n", - " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", + " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", "\n", " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", " plt.show()\n", "\n", - "# Example usage\n", - "\n" + "\n", + "# Example usage" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Testing ###" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 37, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -2149,82 +2509,38 @@ } ], "source": [ - "plot_quasisymmetry_family(eqfam, results_df)" + "# Example usage\n", + "plot_Kd_family(eqfam, results_df)" ] }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 39, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "import matplotlib.pyplot as plt\n", - "\n", - "def plot_quasisymmetry_error_family(eqfam, results_df):\n", - " \"\"\"\n", - " Plot quasisymmetry error for each equilibrium in the family in a 4x4 grid.\n", - "\n", - " Parameters:\n", - " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", - " - results_df: DataFrame containing weight values for each run.\n", - " \"\"\"\n", - " # Create a new figure\n", - " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", - " fig.suptitle(\"Quasisymmetry Error for Optimized Equilibria\", fontsize=16)\n", - "\n", - " eq_initial = eqfam[0]\n", - "\n", - " # Iterate over equilibria and corresponding weights\n", - " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", - " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i]['qs_weight']\n", - " aspect_ratio_weight = results_df.iloc[i]['aspect_ratio_weight']\n", - " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", - " ax.set_title(title)\n", - "\n", - " # Plot QS error for eq_initial and the current equilibrium\n", - " fig_qs_error, ax = plot_qs_error(\n", - " eq_initial, helicity=(1, 0), fT=True, fC=True, legend=False, rho=10, ax=ax\n", - " )\n", - " plot_qs_error(\n", - " eq, helicity=(1, 0), fT=True, fC=True, ax=ax, marker=[\"x\"], rho=10\n", - " )\n", - " \n", - " # Add the weight information in a text box\n", - " textstr = (\n", - " f\"qs_weight: {qs_weight:.2f}\\n\"\n", - " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", - " )\n", - "\n", - " # Create a text box with the weight information\n", - " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", - " ax.text(\n", - " 0.05,\n", - " 0.95,\n", - " textstr,\n", - " transform=ax.transAxes,\n", - " fontsize=10,\n", - " verticalalignment=\"top\",\n", - " bbox=props,\n", - " )\n", - " else:\n", - " ax.axis('off') # Turn off axes if there are more subplots than equilibria\n", - "\n", - " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", - " plt.show()\n", - "\n", - "# Example usage\n", - "\n" + "plot_boozer_family(eqfam, results_df)" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 43, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -2234,15 +2550,28 @@ } ], "source": [ - "plot_quasisymmetry_error_family(eqfam, results_df)" + "plot_boundaries_family(eqfam, results_df)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_quasisymmetry_error_family(eqfam, results_df)" + ] } ], "metadata": { From b1f772e95dfc7c2e581cd06cd52b69665796c757 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Fri, 8 Nov 2024 13:33:03 -0800 Subject: [PATCH 15/23] move old files to local and update optimization notebook --- Critical_gradient2.ipynb | 789 -------- Critical_gradient_optimization.ipynb | 2528 +++++++++----------------- critical_gradient_jax.ipynb | 1034 ----------- 3 files changed, 820 insertions(+), 3531 deletions(-) delete mode 100644 Critical_gradient2.ipynb delete mode 100644 critical_gradient_jax.ipynb diff --git a/Critical_gradient2.ipynb b/Critical_gradient2.ipynb deleted file mode 100644 index aa76ee4c78..0000000000 --- a/Critical_gradient2.ipynb +++ /dev/null @@ -1,789 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Critical gradient analysis of some stellarators #" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Imports\n", - "\n", - "import sys\n", - "import os\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from scipy.integrate import cumulative_trapezoid\n", - "from scipy.optimize import curve_fit\n", - "\n", - "import desc.io\n", - "from desc.equilibrium.coords import get_rtz_grid\n", - "from desc.grid import LinearGrid\n", - "\n", - "# from desc.compute.utils import dot\n", - "from desc.examples import get" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Loading equilibria ###" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "eq = get(\"HSX\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Function to get value of a parameter directly\n", - "def get_value(eq, name, grid):\n", - " return eq.compute(name, grid=grid)[name]\n", - "\n", - "\n", - "def get_arc_length(diff_l, grid):\n", - " # Integrate differential length along field line with respect to zeta\n", - " return cumulative_trapezoid(diff_l, x=grid.source_grid.nodes[:, 2], initial=0)\n", - "\n", - "\n", - "# Function to get the straight field line coordinate system\n", - "def get_field_line_grid(eq, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", - " # Get initial grid to get iota value\n", - " initial_grid = get_rtz_grid(\n", - " eq,\n", - " np.array(np.sqrt(rho)),\n", - " # np.array(rho),\n", - " np.array(alpha),\n", - " np.array(0),\n", - " coordinates=\"raz\",\n", - " period=(np.inf, 2 * np.pi, np.inf),\n", - " )\n", - " iota = np.abs(get_value(eq, \"iota\", initial_grid)[1])\n", - " NFP = eq.NFP\n", - " n_tor = n_pol / (iota * NFP)\n", - " good_grid = get_rtz_grid(\n", - " eq,\n", - " np.array(np.sqrt(rho)),\n", - " # np.array(rho),\n", - " np.array(alpha),\n", - " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " np.linspace(0, 2 * n_tor * np.pi, n_points * n_pol),\n", - " coordinates=\"raz\",\n", - " period=(np.inf, 2 * np.pi, np.inf),\n", - " )\n", - " return good_grid\n", - "\n", - "\n", - "def get_drift_curvature(eq, grid):\n", - " cvdrift = get_value(eq, \"cvdrift\", grid=grid)\n", - " a = get_value(eq, \"a\", grid=grid)\n", - " B = get_value(eq, \"|B|\", grid=grid)\n", - " drift_curvature = a**2 * np.multiply(cvdrift, B)\n", - " # drift_curvature = cvdrift\n", - " return drift_curvature, a\n", - "\n", - "\n", - "# Function for plotting the drift curvature\n", - "def plot_drift_curv(eq, grid, drift_curv=None, diff_l=None, l=None, a=None):\n", - "\n", - " # Compute all necessary quantities if not provided\n", - " if drift_curv is None:\n", - " drift_curv, a = get_drift_curvature(eq, grid)\n", - "\n", - " if l is not None:\n", - " arc_length_vals = l\n", - " else:\n", - " if diff_l is None:\n", - " diff_l = get_value(eq, \"|e_zeta|r,a|\", grid)\n", - " arc_length_vals = get_arc_length(diff_l, grid)\n", - "\n", - " plt.figure()\n", - " plt.plot(arc_length_vals, drift_curv)\n", - " plt.xlabel(\"l\")\n", - " plt.ylabel(r\"$K_D$ [1/Tm]\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Quadratic fitting function for Kd peaks (bad curvature)\n", - "def Kd_quadratic(l, Reff_n, ln):\n", - " lc = (l[0] + l[-1]) / 2\n", - " return 1 / Reff_n * (1 - (l - lc) ** 2 / ln**2)\n", - "\n", - "\n", - "# Quadratic fiiting function for Kd valleys (good curvature)\n", - "def Kd_quadratic_(l, Reff_n, ln):\n", - " lc = (l[0] + l[-1]) / 2\n", - " return -1 / Reff_n * (1 - (l - lc) ** 2 / ln**2)\n", - "\n", - "\n", - "def fit_drift_peaks(l, Kd):\n", - " peaks = []\n", - " fits = []\n", - " values = []\n", - "\n", - " val_0 = Kd[0]\n", - "\n", - " # Find indices where Kd changes sign (crosses zero)\n", - " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", - "\n", - " # Initialize lists to store valid peak intervals\n", - " peak_indices = []\n", - "\n", - " len_thres = 50\n", - " # Loop over zero crossing pairs to check if it's a peak or a valley\n", - " for i in range(0, len(zero_crossings) - 1):\n", - " l_min_idx = zero_crossings[i]\n", - " l_max_idx = zero_crossings[i + 1]\n", - " len_peak = l_max_idx - l_min_idx\n", - "\n", - " # # Skip if there's insufficient data points\n", - " if len_peak < len_thres:\n", - " continue\n", - "\n", - " # Check the midpoint value of Kd\n", - " mid_idx = (l_min_idx + l_max_idx) // 2\n", - " if (\n", - " Kd[mid_idx] * val_0 > 0\n", - " ): # Keep the range if it's abad curvature (same as initial)\n", - " peak_indices.append((l_min_idx, l_max_idx))\n", - " else:\n", - " continue\n", - "\n", - " # Update threshold length depending on previous well\n", - " # len_thres = int(0.6*len_peak)\n", - "\n", - " p0 = np.sign(val_0) * np.array([0.1, 1])\n", - " # Loop through valid peak indices and perform fitting\n", - " for l_min_idx, l_max_idx in peak_indices:\n", - " # Extract the arc length and Kd values within the peak\n", - " l_peak = l[l_min_idx : l_max_idx + 1]\n", - " Kd_peak = Kd[l_min_idx : l_max_idx + 1]\n", - "\n", - " # Fit the quadratic curve to the peak\n", - " popt, _ = curve_fit(Kd_quadratic, l_peak, Kd_peak, p0=p0)\n", - "\n", - " R_eff = np.abs(popt[0])\n", - " L_par = l[l_max_idx] - l[l_min_idx]\n", - "\n", - " # Store the peak data and fitting parameters\n", - " peaks.append((l_peak, Kd_peak))\n", - " fits.append(popt)\n", - " values.append([R_eff, L_par])\n", - " p0 = popt # TODO find better way of deinining initial guess\n", - "\n", - " data = {\n", - " \"peaks\": peaks,\n", - " \"fits\": fits,\n", - " \"values\": values,\n", - " }\n", - " return data\n", - "\n", - "\n", - "def plot_drift_fits(l, drift_curv, data):\n", - "\n", - " fig, ax = plt.subplots(figsize=(10, 6))\n", - " ax.plot(l, drift_curv, label=r\"$-K_D$\")\n", - "\n", - " num_fits = len(data[\"fits\"])\n", - "\n", - " # Create a colormap\n", - " colormap = plt.colormaps[\"viridis\"]\n", - "\n", - " # Generate colors from the colormap\n", - " colors = [colormap(i / num_fits) for i in range(num_fits)]\n", - "\n", - " for (l_peak, pos_Kd_peak), (R_eff, ln), (R_eff_abs, L_par), color in zip(\n", - " data[\"peaks\"], data[\"fits\"], data[\"values\"], colors\n", - " ):\n", - " plt.plot(\n", - " l_peak,\n", - " Kd_quadratic(l_peak, R_eff, ln),\n", - " \"--\",\n", - " label=f\"Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$\",\n", - " color=color,\n", - " linewidth=1.5,\n", - " )\n", - "\n", - " ax.set_xlabel(r\"$l$\", fontsize=14)\n", - " ax.set_ylabel(r\"$K_D$\", fontsize=14)\n", - " ax.set_title(\"Curvature Drift ($K_D$) and Quadratic Fits\", fontsize=16)\n", - " ax.grid = True\n", - " # ax.legend(fontsize=12, loc='center left', bbox_to_anchor=(1, 0.5)) # Move the legend outside\n", - " ax.legend(fontsize=12, loc=\"upper left\") # Move the legend outside\n", - "\n", - " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "def moving_average(x, w):\n", - " return np.convolve(x, np.ones(w), \"valid\") / w\n", - "\n", - "\n", - "def get_everything(eq, rho=0.5, alpha=0, n_pol=4, n_points=200, plot=True):\n", - "\n", - " # Create the grid\n", - " grid = get_field_line_grid(eq, rho=rho, alpha=alpha, n_pol=n_pol, n_points=n_points)\n", - "\n", - " # Get all the necessary values\n", - " drift_curv, a = get_drift_curvature(eq, grid)\n", - "\n", - " # drift_curvature = scipy.ndimage.gaussian_filter1d(drift_curv, sigma=40)\n", - " # drift_curvature = moving_average(drift_curv, 5)\n", - " drift_curvature = drift_curv\n", - "\n", - " # Multiply drift curvature by a^2 as in initial article\n", - " diff_l = get_value(eq, \"|e_zeta|r,a|\", grid)\n", - "\n", - " # Integrate the differentail length\n", - " l = get_arc_length(diff_l, grid)\n", - " # zeta = grid.nodes[:,2]\n", - "\n", - " # Get peaks and fits\n", - " data = fit_drift_peaks(l, drift_curvature)\n", - " # data = fit_drift_peaks(zeta,drift_curvature)\n", - "\n", - " # Plot everything\n", - " if plot:\n", - " plot_drift_fits(l, drift_curvature, data)\n", - "\n", - " return (grid, drift_curvature, a, l, data)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grid, drift_curvature, a, l, data = get_everything(eq, n_pol=10, plot=True);" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_coeffs(data_bad):\n", - " values = data_bad[\"values\"]\n", - " R_eff = [row[0] for row in values]\n", - " L_par = [row[1] for row in values]\n", - " plt.figure()\n", - " plt.plot(R_eff)\n", - " plt.xlabel(\"Drift well number\")\n", - " plt.ylabel(r\"$R_{eff}$\")\n", - "\n", - " plt.figure()\n", - " plt.plot(L_par)\n", - " plt.xlabel(\"Drift well number\")\n", - " plt.ylabel(r\"$L_{\\parallel}$\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "def calculate_critical_gradient(a, R_eff, L_par):\n", - " return 2.66 * (a / R_eff + 8.00 * a / L_par)\n", - " # return 2.66*(a/R_eff)\n", - "\n", - "\n", - "def get_critical_gradients(a, values, plot=True):\n", - " critical_gradients = []\n", - " for R_eff, L_par in values:\n", - " critical_gradients.append(calculate_critical_gradient(a, R_eff, L_par))\n", - " if plot:\n", - " plt.figure()\n", - " plt.plot(critical_gradients)\n", - " plt.ylabel(r\"$a/L_T$\")\n", - " plt.title(f\"Critical gradients\")\n", - "\n", - " # Find the minimum value and its index\n", - " min_value = np.min(critical_gradients)\n", - " min_index = np.argmin(critical_gradients)\n", - "\n", - " # Annotate the minimum value on the plot\n", - " plt.annotate(\n", - " f\"Min: {min_value:.2f}\",\n", - " xy=(min_index, min_value),\n", - " # xytext=(min_index + 1,0.5), # Adjust text position\n", - " arrowprops=dict(facecolor=\"black\", arrowstyle=\"->\"),\n", - " )\n", - "\n", - " plt.show\n", - "\n", - " return critical_gradients" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "get_critical_gradients(a, data[\"values\"]);" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "def fit_all_drift_peaks(l, Kd):\n", - "\n", - " # Save all values for bad curvature\n", - " peaks_bad = []\n", - " fits_bad = []\n", - " values_bad = []\n", - "\n", - " # Save all values for good curvature\n", - " peaks_good = []\n", - " fits_good = []\n", - " values_good = []\n", - "\n", - " # Make sure we have bad curvature at 0\n", - " val_0 = Kd[0]\n", - "\n", - " # Find indices where Kd changes sign (crosses zero)\n", - " zero_crossings = np.where(np.diff(np.sign(Kd)))[0]\n", - "\n", - " # Initialize lists to store valid peak intervals\n", - " bad_peak_indices = []\n", - " good_peak_indices = []\n", - "\n", - " len_thres = 60\n", - " # Loop over zero crossing pairs to check if it's a peak or a valley\n", - " for i in range(0, len(zero_crossings) - 1):\n", - " l_min_idx = zero_crossings[i]\n", - " l_max_idx = zero_crossings[i + 1]\n", - " len_peak = l_max_idx - l_min_idx\n", - "\n", - " # # Skip if there's insufficient data points\n", - " if len_peak < len_thres:\n", - " continue\n", - "\n", - " # Check the midpoint value of Kd\n", - " mid_idx = (l_min_idx + l_max_idx) // 2\n", - " if Kd[mid_idx] * val_0 > 0: # Keep the range if it's a peak (Kd is positive)\n", - " bad_peak_indices.append((l_min_idx, l_max_idx))\n", - " else:\n", - " good_peak_indices.append((l_min_idx, l_max_idx))\n", - "\n", - " len_thres = int(0.3 * len_peak)\n", - "\n", - " def get_fits(peak_indices, bad_curv=True):\n", - " # Define variables for storing the data\n", - " peaks = []\n", - " fits = []\n", - " values = []\n", - "\n", - " p0 = np.sign(val_0) * np.array([0.1, 1])\n", - " # Loop through valid peak indices and perform fitting\n", - " for l_min_idx, l_max_idx in peak_indices:\n", - " # Extract the arc length and Kd values within the peak\n", - " l_peak = l[l_min_idx : l_max_idx + 1]\n", - " Kd_peak = Kd[l_min_idx : l_max_idx + 1]\n", - "\n", - " # Fit the quadratic curve to the peak\n", - " if bad_curv:\n", - " popt, _ = curve_fit(Kd_quadratic, l_peak, Kd_peak, p0)\n", - " else:\n", - " popt, _ = curve_fit(Kd_quadratic, l_peak, Kd_peak, -p0)\n", - "\n", - " R_eff = np.abs(popt[0])\n", - " L_par = l[l_max_idx] - l[l_min_idx]\n", - " peaks.append((l_peak, Kd_peak))\n", - " fits.append(popt)\n", - " values.append([R_eff, L_par])\n", - " return peaks, fits, values\n", - "\n", - " peaks_bad, fits_bad, values_bad = get_fits(bad_peak_indices, bad_curv=True)\n", - " peaks_good, fits_good, values_good = get_fits(good_peak_indices, bad_curv=False)\n", - " data_bad = {\"extrema\": peaks_bad, \"fits\": fits_bad, \"values\": values_bad}\n", - " data_good = {\"extrema\": peaks_good, \"fits\": fits_good, \"values\": values_good}\n", - "\n", - " return data_bad, data_good" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "# def plot_all_drift_fits(l,drift_curv,bad_peaks,bad_fits,bad_values,good_peaks,good_fits,good_values):\n", - "def plot_all_drift_fits(l, drift_curv, data_bad, data_good):\n", - "\n", - " fig, ax = plt.subplots(figsize=(10, 6))\n", - " ax.plot(l, drift_curv, label=r\"$-K_D$\")\n", - "\n", - " for (l_peak, _), (Reff_n, ln), (R_eff_abs, L_par) in zip(\n", - " data_bad[\"extrema\"], data_bad[\"fits\"], data_bad[\"values\"]\n", - " ):\n", - " plt.plot(\n", - " l_peak,\n", - " Kd_quadratic(l_peak, Reff_n, ln),\n", - " \"--\",\n", - " label=f\"Fit: $R_{{eff}}={R_eff_abs:.2f}$, $L_\\\\parallel={L_par:.2f}$\",\n", - " linewidth=1.5,\n", - " )\n", - "\n", - " for (l_peak, _), (Reff_n, ln), (R_eff_abs, L_par) in zip(\n", - " data_good[\"extrema\"], data_good[\"fits\"], data_good[\"values\"]\n", - " ):\n", - " plt.plot(\n", - " l_peak,\n", - " Kd_quadratic(l_peak, Reff_n, ln),\n", - " \"--\",\n", - " label=f\"Fit: $R_{{good}}={R_eff_abs:.2f}$, $L_w={L_par:.2f}$\",\n", - " linewidth=1.5,\n", - " )\n", - "\n", - " ax.set_xlabel(r\"$l$\", fontsize=14)\n", - " ax.set_ylabel(r\"$K_D$ [1/Tm]\", fontsize=14)\n", - " ax.set_title(\"Curvature Drift ($K_D$) and Quadratic Fits\", fontsize=16)\n", - " ax.grid = True\n", - " ax.legend(\n", - " fontsize=12, loc=\"center left\", bbox_to_anchor=(1, 0.5)\n", - " ) # Move the legend outside\n", - "\n", - " plt.tight_layout(rect=[0, 0, 0.85, 1])\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "def get_all_everything(eq, rho=0.5, alpha=0, n_pol=4, n_points=200, plot=False):\n", - "\n", - " # Create the grid\n", - " grid = get_field_line_grid(eq, rho=rho, alpha=alpha, n_pol=n_pol, n_points=n_points)\n", - "\n", - " # Get all the necessary values\n", - " drift_curv, a = get_drift_curvature(eq, grid)\n", - "\n", - " # drift_curv = scipy.ndimage.gaussian_filter1d(drift_curv, sigma=15)\n", - "\n", - " diff_l = get_value(eq, \"|e_zeta|r,a|\", grid)\n", - "\n", - " # Integrate the differentail length\n", - " l = get_arc_length(diff_l, grid)\n", - "\n", - " # Get peaks and fits\n", - " data_bad, data_good = fit_all_drift_peaks(l, drift_curv)\n", - "\n", - " # Plot everything\n", - " if plot:\n", - " plot_all_drift_fits(l, drift_curv, data_bad, data_good)\n", - "\n", - " return (grid, drift_curv, a, l, data_bad, data_good)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "grid, drift_curv, a, l, data_bad, data_good = get_all_everything(\n", - " eq, n_pol=10, plot=True\n", - ");" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [], - "source": [ - "def calculate_Ls(eq, grid):\n", - " shear = get_value(eq, \"shear\", grid)[1]\n", - " q = get_value(eq, \"q\", grid)[1]\n", - " R = get_value(eq, \"R0\", grid)\n", - " return np.abs(q * R / shear)\n", - "\n", - "\n", - "def Theta_function(x):\n", - " # Define Heaviside step function\n", - " return x * np.where(x >= 0, 1, 0)\n", - "\n", - "\n", - "def check_peaks(peaks_bad, peaks_good):\n", - " # Function that checks if first extremum is a peak (bad curvature)\n", - " # or valley (good curvature) in the curvature drift\n", - " l_bad = peaks_bad[0][0][0]\n", - " l_good = peaks_good[0][0][0]\n", - " if l_bad < l_good:\n", - " first = \"bad\"\n", - " else:\n", - " first = \"good\"\n", - " return first\n", - "\n", - "\n", - "def zero_div(x):\n", - " if x == 0:\n", - " result = np.inf\n", - " else:\n", - " result = 1 / x\n", - " return result" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "def get_parallel_correlation_lengths(values_bad, values_good, L_s, first, type=\"next\"):\n", - " # Example values (replace with your actual calculated values)\n", - " L_parallel_inv = []\n", - " total_peaks = len(values_bad) + len(values_good)\n", - "\n", - " # If we want to give a random start\n", - " if total_peaks % 2 == 1:\n", - " if first == \"bad\" and type == \"next\":\n", - " values_good = values_good[:-1]\n", - " elif first == \"bad\" and type == \"previous\":\n", - " values_bad = values_bad[1:]\n", - " elif first == \"good\" and type == \"next\":\n", - " values_good = values_good[1:]\n", - " elif first == \"good\" and type == \"previous\":\n", - " values_bad = values_bad[:-1]\n", - " else:\n", - " if first == \"bad\" and type == \"previous\":\n", - " values_bad = values_bad[1:]\n", - " values_good = values_good[:-1]\n", - " elif first == \"good\" and type == \"next\":\n", - " values_good = values_good[1:]\n", - " values_bad = values_bad[:-1]\n", - "\n", - " for (R_eff, _), (R_good, L_w) in zip(values_bad, values_good):\n", - "\n", - " # Calculate p1 and p2\n", - " p1 = R_eff / L_w - 0.20\n", - " p2 = R_eff / L_s - 0.15\n", - "\n", - " # Calculate 1/L_parallel\n", - " L_par_inv = (\n", - " (1 / R_eff)\n", - " * Theta_function(p1)\n", - " * (Theta_function(R_eff / R_good - 1) / (R_eff / R_good + 1))\n", - " * 0.5\n", - " * (1 + np.tanh(20 * p2))\n", - " )\n", - " L_parallel_inv.append(L_par_inv)\n", - " return L_parallel_inv" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "23.506128205950773" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "L_s = calculate_Ls(eq, grid)\n", - "L_s" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'good'" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "first = check_peaks(data_bad[\"extrema\"], data_good[\"extrema\"])\n", - "first" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "def zero_div(x):\n", - " if x == 0:\n", - " result = np.inf\n", - " else:\n", - " result = 1 / x\n", - " return result" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[0.12039329276405936, 0.021590548849512326, 0.047892147236871414, 0.13927989772042715, 0.019106435600435897, 0.029414343936083304]\n" - ] - }, - { - "data": { - "image/png": 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MDLZu3drNURMRdT9TEcWZsa1Hg0xM64QOZZex3QZRJ1lNIrR582YsWbIEr7zyCtLS0pCYmIipU6ciLy+vzcdVVlbiiSeewP3339/qvsOHD2POnDmYO3cuTp8+jblz52L27Nk4evRoT70MIqIuu1xSjfRrFZBJJXhwaK87njcoWA1PFydU6Zpw+nqF5QIksiNWkwi9//77mDdvHubPn4/o6GisWrUKoaGhWLNmTZuPW7hwIR599FEkJCS0um/VqlWYNGkSli1bhqioKCxbtgz3338/Vq1a1UOvgoio67Y1V5JO7OcLP3flHc+TSSUY21xcMYXtNog6xSoSoYaGBpw8eRJJSUktjiclJeHQoUN3fNz69euRk5OD11577bb3Hz58uNU1J0+e3OY1dTodtFptixsRkaUIgmDuNP9wG9NiJlwnRNQ1VpEIlZaWQq/XIyAgoMXxgIAAaDSa2z4mKysLf/jDH/Dll19CLpff9hyNRtOhawLAypUroVarzbfQ0NAOvhoios47efUG8spr4aqQISkm8K7nj2teJ5R+rQKVdWy3QdRRVpEImUgkLetkCILQ6hgA6PV6PProo3j99dfRv3//brmmybJly1BZWWm+Xbt2rQOvgIioa7Y2jwZNGRQEZ4XsrucHezoj0s8VBgE4nMPpMaKOuv1QioX5+vpCJpO1GqkpLi5uNaIDAFVVVThx4gTS0tLw/PPPAwAMBgMEQYBcLsfu3btx3333ITAwsN3XNFEqlVAq7zwnT0TUU3RNenx/prmlRjumxUwS+/khp6QGKVmlmDIoqKfCI7JLVjEipFAoEBcXh+Tk5BbHk5OTMWbMmFbne3h44OzZs0hPTzffFi1ahAEDBiA9PR2jR48GACQkJLS65u7du297TSIise3NLEFlXSMCPJRIiPRp9+PG9zctmC6BIAg9FR6RXbKKESEAWLp0KebOnYsRI0YgISEB69atQ15eHhYtWgTAOGWVn5+Pzz//HFKpFIMGDWrxeH9/f6hUqhbHX3zxRYwfPx5vv/02HnroIXz77bfYs2cPDhw4YNHXRkTUHqZF0jOHBUMmvfMU/i+NjvCBk0yC6zfqcLWsFuG+rj0VIpHdsZpEaM6cOSgrK8Mbb7yBwsJCDBo0CDt27EBYWBgAoLCw8K41hX5pzJgx2LRpE5YvX44//elPiIyMxObNm80jRkRE1qKythE/ZxYDaN1p/m5clXLEhXnhyOVypGaVMBEi6gCJwHHUNmm1WqjValRWVsLDw0PscIjITn159Cpe2XoOUYHu2LlkfIcf/8+92fjrrouYFBOAj58Y0QMREtmW9n5/W8UaISIiR7e1uaXG7Rqstsf45m30h3PK0Mh2G0TtxkSIiEhkeWW1OHH1BiQS4KFhnUuEBvbygJeLE6p1TUi/VtG9ARLZMSZCREQi25ZuHA0aG+mLAA9Vp64hlUrMxRVTL7HKNFF7MREiIhKRIAjmIoodqR10O4nN7TZSslhYkai9mAgREYno9PVKXCmtgbOTDFMG3b2lRltMidCZ6xWoqG3ojvCI7B4TISIiEW09dR0AkDQwAK7KrlU0CVI7o5+/GwwCcCinrDvCI7J7TISIiETSqDfgu0601GhLommdELvRE7ULEyEiIpGkXCpBeU0DfN2UGNfXt1uumWhut1HKdhtE7cBEiIhIJFuaF0k/OLQX5LLu+TgeHeENhUyK/Io6XCmt6ZZrEtkzJkJERCLQ1jci+UIRgM4XUbwdF4UcI8K9AACp3D1GdFdMhIiIRLDzrAYNTQb083fDwF7d276H64SI2o+JEBGRCLakGXeLPTw8GBJJ+zvNt4dpG/3hnDI0NLHdBlFbmAgREVlYfkUdjlwuB9D5lhptiQnygI+rAjUNeqTl3ej26xPZEyZCREQWtq15kXR8H28Eezp3+/WN7TaMo0JcJ0TUNiZCREQWdGtLjVmxIT32PFwnRNQ+TISIiCzofIEW2cXVUMqlmDK4ay012mJut5FfiRs1bLdBdCdMhIiILGjLKeNo0MSYAHionHrseQI8VBgQ4A5BAA7mcHqM6E6YCBERWUiT3oDtpwsAALO6qaVGW0yjQqmXmAgR3QkTISIiCzmQXYrSah28XRUY39+vx58vsf/NdUJst0F0e0yEiIgsxLRIesaQIDh1U0uNtowK94ZCLkVBZT1ySthug+h2mAgREVlAta4Ju85rAAAPD++53WK3clbIMCrcGwB3jxHdCRMhIiIL2HVOg/pGAyJ8XTE0RG2x501kPSGiNjERIiKyANO02MOx3d9Soy2mekKHc8qga9Jb7HmJbAUTISKiHlakrTdvYZ/ZAy012hIV6A5fNyXqGvU4dbXCos9NZAuYCBER9bBv0/MhCMCIMC/09nGx6HNLpZJbpse4Tojol5gIERH1MFMRxYeHW3Y0yITrhIjujImQSPQGAafybrC2B5GdyyjUIlNTBYVMiumDe4kSw7i+xkToXEElyqp1osRAZK2YCImgSW/A+Hf2YtbqQ7hUVC12OETUg0yd5u+L8ofapedaarTF30OFqEBTu40yUWIgslZMhEQgl0kRHeQOANh5TiNyNETUU/QGAdvSjYnQTAu01GiLqZJ16iWuEyK6FRMhkUweaOw6vfM8EyEie3U4pwxFWh3Uzk6YENXzLTXacus6IU7JE93EREgkE6MDIJNKkFGoRV5ZrdjhEFEPMNUOmj4kCEq5TNRYRoZ7QymXQqOtR3Yxp+SJTJgIicTLVYHREcbS97s4KkRkd+oa9Nh5rhCAsYii2FROMoxq/sxJ4e4xIjMmQiKaMojTY0T2avcFDWoa9Ojt7YK4MC+xwwEAjO93sxs9ERkxERJRUowxETqVdwPF2nqRoyGi7mSaFptp4ZYabUnsb1wndOQy220QmTARElGgWoVhoZ4QBGD3hSKxwyGiblJSpTMXL7SGaTGTAQHu8HNXor7RgJO5N8QOh8gqMBESmWl6jOuEiOzH9tMF0BsEDAv1RISvq9jhmEkkN9ttcJ0QkRETIZGZttEfzilDZW2jyNEQUXcwFVGcJVJLjbZwnRBRS0yERBbh64oBAe5oMgj4KZPTY0S2Lru4CmfzKyGXSjB9iDgtNdoytrndxvkCLUrZboOIiZA1mGzaPcYq00Q2z9Rg9d4BfvB2VYgcTWt+7krEBHkAAA5mc3qMiImQFZjSPD22/1IJahuaRI6GiDrLYBDwbXoBAODh2BCRo7kz0+6xlEtMhIiYCFmB6CB3hHo7Q9dkQAr7ABHZrGO55civqIO7Uo77o/3FDueObl0nxHYb5OiYCFkBiURiHhXi9BiR7draPC32wOAgqJzEbanRlrgwL6icpCiu0uFSEdttkGNjImQlTNvof8ooRkOTQeRoiKij6hv12HG2uaWGFe4Wu5XKSYbRET4AuHuMiImQlYgN9YKfuxJVuiYcyuG8PZGt+SmjGFW6JgR7OmNUuLfY4dwV6wkRGTERshJSqQRJMQEAgF3nuY2eyNZsTbsOAHhoWC9IpdbRUqMt4/sb1wkdvVyG+ka22yDHZVWJ0OrVqxEREQGVSoW4uDikpqbe8dwDBw5g7Nix8PHxgbOzM6KiovC3v/2txTkbNmyARCJpdauvt86+XqbpseQLGugNXMBIZCvKqnXYd9E4xWSNRRRvp5+/GwI8lNA1GXCC7TbIgVlNIrR582YsWbIEr7zyCtLS0pCYmIipU6ciLy/vtue7urri+eefR0pKCjIyMrB8+XIsX74c69ata3Geh4cHCgsLW9xUKpUlXlKHxffxgYdKjtLqBpy8yg8mIlvxw9lCNBkEDA5Wo6+/u9jhtIux3QarTBNZTSL0/vvvY968eZg/fz6io6OxatUqhIaGYs2aNbc9PzY2Fo888ggGDhyI8PBwPP7445g8eXKrUSSJRILAwMAWN2vlJJNiYrRpeoy7x4hshamI4kwrarDaHlwnRGQliVBDQwNOnjyJpKSkFseTkpJw6NChdl0jLS0Nhw4dwj333NPieHV1NcLCwhASEoLp06cjLS2tzevodDpotdoWN0u6tco063sQWb/LJdVIv1YBmVSCB4daX0uNtoxrbreRUahFcZV1Lhkg6mlWkQiVlpZCr9cjICCgxfGAgABoNG2PjISEhECpVGLEiBFYvHgx5s+fb74vKioKGzZswPbt27Fx40aoVCqMHTsWWVlZd7zeypUroVarzbfQ0NCuvbgOGt/PD85OMuRX1OF8gWWTMCLquG3NlaQT+/nCz10pcjQd4+OmxKBgttsgx2YViZCJRNJyp4UgCK2O/VJqaipOnDiBjz76CKtWrcLGjRvN98XHx+Pxxx/H0KFDkZiYiK+//hr9+/fHhx9+eMfrLVu2DJWVlebbtWvXuvaiOshZIcO9A4zz9iyuSGTdBEEwd5p/2MamxUzM64TYboMclFUkQr6+vpDJZK1Gf4qLi1uNEv1SREQEBg8ejGeeeQYvvfQSVqxYccdzpVIpRo4c2eaIkFKphIeHR4ubpU1urjLNdUJE1u3k1RvIK6+Fq0KGpBjrXX/YllvXCXE6nhyRVSRCCoUCcXFxSE5ObnE8OTkZY8aMafd1BEGATqdr8/709HQEBQV1OlZLmBDlDyeZBFnF1cguZvl7Imu1tXk0aMqgIDgrrLelRlviwrzg7CRDabUOmZoqscMhsji52AGYLF26FHPnzsWIESOQkJCAdevWIS8vD4sWLQJgnLLKz8/H559/DgD45z//id69eyMqKgqAsa7Qu+++ixdeeMF8zddffx3x8fHo168ftFotPvjgA6Snp+Of//yn5V9gB6idnTAm0hf7L5Vg13kN+vr3FTskIvoFXZMe358xttSwldpBt6OUyxDfxxt7L5YgNasE0UGWHwUnEpPVJEJz5sxBWVkZ3njjDRQWFmLQoEHYsWMHwsLCAACFhYUtagoZDAYsW7YMV65cgVwuR2RkJN566y0sXLjQfE5FRQUWLFgAjUYDtVqN2NhYpKSkYNSoURZ/fR01eWAg9l8qwe7zGiyewESIyNrszSxBZV0jAjyUiO/jI3Y4XZLYz685ESrFgvGRYodDZFESgZPCbdJqtVCr1aisrLToeqGSKh1G/WUPBAE4+If7EOzpbLHnJqK7W/jFCew6X4SF4/tg2QPRYofTJdnFVZj4fgoUcinOvJYElZNtTvMR3aq9399WsUaIWvNzV2JkmLFx424umiayKhW1DdibaazGbO2d5tsj0s8NQWoVGpoMOHalXOxwiCyKiZAVu7W4IhFZjx/OFqJBb0BUoDuiAm1/TY2x3YZx9xjbbZCjYSJkxUzd6I/nlqOs+s674YjIsrY2t9Sw5UXSv3Sz7xjrCZFjYSJkxUK9XTAo2AMGAdiTUSR2OEQEIK+sFieu3oBEAjw0zH4SobF9fSGRAJmaKhRr2W6DHAcTISs3ZSCnx4isybZ042jQ2EhfBHioRI6m+3i7KjA4WA2Ao0LkWJgIWTlTlemD2WWoqm8UORoixyYIgrmIoq221GgL1wmRI2IiZOX6+ruhj58rGvQG7L3IDyciMZ2+XokrpTVwdpJhyiDbbKnRFtM6oQPZpTAYWFmFHAMTISsnkUjM02O7OD1GJKqtp64DAJIGBsBVaTX1aLvN8N5ecFHIUFrdgAyNVuxwiCyCiZANMP3y3HuxGPWNepGjIXJMjXoDvmtuqWGP02IAoJBLkdBcJZvrhMhRMBGyAYOD1eilVqG2QY8D/HAiEkXKpRKU1zTA102JcX19xQ6nx3CdEDkaJkI2QCKRIMm0e4xVpolEsaV5kfSDQ3tBLrPfj87E/sZ1Qsev3EBdA0egyf7Z779mO2OaHtuTUYQmvUHkaIgci7a+EckXjLW87KmI4u308XVFsKczGvQGHL1SJnY4RD2OiZCNGBnuDW9XBSpqG9kLiMjCdp7VoKHJgH7+bhjYy/ZbarSlZbsNTsWT/WMiZCNkUgkmRRtbbnB6jMiytqQZd4s9PDwYEolE5Gh63s12G1wnRPaPiZANMU2P7TqvYY0PIgvJr6jDkcvGUVh7aqnRlrF9fSCRAJeKqqGpZLsNsm9MhGzImL4+cFPKUaTVIf16hdjhEDmEbc2LpOP7eCPY01nkaCzD00WBISGeADgqRPaPiZANUcplmBDlD8A4KkREPevWlhqzYkNEjsayxnOdEDkIJkI25tYq04LA6TGinnS+QIvs4moo5VJMGWx/LTXawnYb5CiYCNmYewf4QSGXIresFheLqsQOh8iubTllHA2aGBMAD5WTyNFYVmxvT7gqZCivacCFQrbbIPvFRMjGuCrl5iHrXeeKRI6GyH416Q3YfroAADDLTltqtMVJJkVCpPGzJoXrhMiOMRGyQZNZZZqoxx3ILkVptQ7ergqMb6627GjG929eJ3SJ64TIfjERskETowMgk0qQUahFXlmt2OEQ2SXTIukZQ4LgZMctNdpiWid04mo5ahuaRI6GqGc45r9uG+flqkB8H28A3D1G1BOqdU3mf1sPD3es3WK3CvdxQYiXMxr1Ao5eZkV7sk9MhGwUp8eIes6ucxrUNxoQ4euKoSFqscMRjbHdhnFUiOuEyF4xEbJRSTHGROjk1Rso1rLyK1F3Mk2LPRzrGC012sJ6QmTvmAjZqEC1CrG9PQEAuy5w9xhRdynS1uNgjvFL/2EH3C32S2MifSGVANnF1SioqBM7HKJux0TIhpmmx3Zzeoyo23ybng9BAEaGeyHU20XscESndnHC0FBPAMABjgqRHWIiZMNMidDhnDJU1DaIHA2RfTAVUZzJ0SAzrhMie8ZEyIZF+LoiKtAdTQYBP2UUix0Okc3LKNQiU1MFhUyK6YN7iR2O1TCtEzqQXQo9222QnWEiZONMo0LcRk/UdaZO8/dF+UPt4lgtNdoyNNQT7ko5Kmobcb6gUuxwiLoVEyEbZ0qE9l8qYcEzoi7QGwRsS+e02O0Y2234AODuMbI/TIRsXHSQO3p7u0DXZMD+i5y/J+qswzllKNLqoHZ2woQox2yp0ZbE5jYjKZf4OUP2hYmQjZNIJJgyiMUVibrKVDto+pAgKOUykaOxPqZ1QqfybqBax9Fnsh9MhOzA5IEBAICfM4rR0GQQORoi21PXoMfOc4UAWDvoTsJ8XNHb26W53UaZ2OEQdRsmQnYgNtQLfu5KVOmacCiH8/dEHbX7ggY1DXr09nZBXJiX2OFYrcTmUSFOj5E9YSJkB6RSiXlUiLvHiDrONC02ky012mSqJ8QF02RPmAjZiSkDgwAAyReKWOeDqANKqnTmL3ZOi7VtTF8fyKQSXC6twbXyWrHDIeoWTITsxOg+3lA7O6G0ugEnr94QOxwim7H9dAH0BgHDQj0R4esqdjhWzUPlhFhTu41sjgqRfWAiZCecZFLcH+0PANh5jtNjRO1lKqI4azhHg9rj5vQY1wmRfWAiZEem3FJlWhA4PUZ0N9nFVTibXwm5VILpQ9hSoz0S+ze328hiuw2yD0yE7Mj4/n5wdpIhv6IO5wu0YodDZPVMDVbvHeAHb1eFyNHYhiHBanio5NDWN+HM9QqxwyHqMiZCdkTlJMO9A4zD1pweI2qbwSDg2/QCAMDDsSEiR2M75DIpxvY1jgpx9xjZAyZCdoZVpona51huOfIr6uCulJvX11H7cJ0Q2RMmQnZmQpQ/nGQSZBdXI7u4WuxwiKzW1uZpsQcGB0HlxJYaHZFobrdRgar6RpGjIeoaJkJ2xkPlhDGRxg8pFlckur36Rj12nG1uqcHdYh0W6u2CCF9X6A0CDuew3QbZNqtKhFavXo2IiAioVCrExcUhNTX1juceOHAAY8eOhY+PD5ydnREVFYW//e1vrc775ptvEBMTA6VSiZiYGGzdurUnX4JVME2PMREiur2fMopRpWtCsKczRoV7ix2OTTKNCnGdENk6q0mENm/ejCVLluCVV15BWloaEhMTMXXqVOTl5d32fFdXVzz//PNISUlBRkYGli9fjuXLl2PdunXmcw4fPow5c+Zg7ty5OH36NObOnYvZs2fj6NGjlnpZopgUEwCJBDhzvRL5FXVih0NkdbamXQcAPDSsF6RSttToDK4TInshEayk4Mzo0aMxfPhwrFmzxnwsOjoaM2fOxMqVK9t1jVmzZsHV1RVffPEFAGDOnDnQarX48ccfzedMmTIFXl5e2LhxY7uuqdVqoVarUVlZCQ8Pjw68InHN/ugwjuWW47UZMXh6bITY4RBZjbJqHUb/5Sc0GQTsWToeff3dxQ7JJlXVNyL2jWQ0GQSk/G4Cevu4iB0SUQvt/f62ihGhhoYGnDx5EklJSS2OJyUl4dChQ+26RlpaGg4dOoR77rnHfOzw4cOtrjl58uQ2r6nT6aDValvcbNFk0+4xbqMnauGHs4VoMggYHKxmEtQF7ionDO/tBQBIzeaoENkuq0iESktLodfrERAQ0OJ4QEAANJq2v8hDQkKgVCoxYsQILF68GPPnzzffp9FoOnzNlStXQq1Wm2+hoaGdeEXiM3WjP55bjrJqncjREFkPUxHFmWyw2mXmdUKXuE6IbJdVJEImEknLuXpBEFod+6XU1FScOHECH330EVatWtVqyquj11y2bBkqKyvNt2vXrnXwVViHEC8XDA5WwyAAezKKxA6HyCpcLqlG+rUKyKQSPDiULTW6KrG/cZ3QwZxSNOkNIkdD1DlysQMAAF9fX8hkslYjNcXFxa1GdH4pIsK4/mXw4MEoKirCihUr8MgjjwAAAgMDO3xNpVIJpVLZmZdhdSYPDMDZ/ErsPKfBnJG9xQ6HSHTbmitJJ/bzhZ+7ffw7F9PgYDXUzk6orGvE6euViAvzEjskog6zihEhhUKBuLg4JCcntzienJyMMWPGtPs6giBAp7s5DZSQkNDqmrt37+7QNW2ZaRv9wewyaFn0jBycIAjmTvMPc1qsW8ikEowzt9vgOiGyTVaRCAHA0qVL8cknn+Czzz5DRkYGXnrpJeTl5WHRokUAjFNWTzzxhPn8f/7zn/juu++QlZWFrKwsrF+/Hu+++y4ef/xx8zkvvvgidu/ejbfffhuZmZl4++23sWfPHixZssTSL08Uff3dEenniga9AXszi8UOh0hUJ6/eQF55LVwVMiTFBIodjt1gPSGydVYxNQYYt7qXlZXhjTfeQGFhIQYNGoQdO3YgLCwMAFBYWNiippDBYMCyZctw5coVyOVyREZG4q233sLChQvN54wZMwabNm3C8uXL8ac//QmRkZHYvHkzRo8ebfHXJ5YpgwLxz7052H2+CA8N469gclxbm0eDpgwKgrOCLTW6y7jmRCj9WgUq6xqhdnYSOSKijrGaOkLWylbrCJmcuV6BB/9xEC4KGU79aRJ7KpFD0jXpMer/fkJlXSO+nD/a3D2dusd97+3D5ZIafPR4nHlKnkhsNlVHiHrO4GA1eqlVqG3Qc+iaHNbezBJU1jUiwEOJ+D4+Yodjd8azyjTZMCZCdk4ikZiLK7L3GDkqU0uNmcOCIWNLjW7HdUJky5gIOYDJA42J0J6MIjSy1gc5mIraBuzNNI5UsNN8z4jv4wMnmQR55bW4WlYjdjhEHcJEyAGMDPeGj6sCFbWNOHalXOxwiCzqh7OFaNAbEBXojqhA21vnZwtclXJzu40UjgqRjWEi5ABkUgkmxRiLSLL3GDmarc0tNWZxNKhHjW+uMp16ieuEyLYwEXIQpnVCuy9oYDBwoyA5hryyWpy4egMSCVg+ooeZ1gkdzinjFDzZFCZCDmJMpA/clHIUaXVIv14hdjhEFrEt3TgaNDbSFwEeKpGjsW8De6nh5eKEKl0TTl+rEDsconZjIuQglHIZ7ovyBwDs4vQYOQBBEMxFFNlSo+fJpBJzfSauEyJbwkTIgUy5ZRs962iSvTt9vRJXSmvg7CRjkT8LYT0hskVMhBzIPf39oJBLkVtWi4tFVWKHQ9Sjtp4y1g5KGhgAV6XVdBOya6Z2G6evVaCylo2eyTYwEXIgrkq5+Rcbd4+RPWvUG/DdmUIAnBazpF6ezujr7waDABzK4fQY2QYmQg7GNEXARIjsWcqlEpTXNMDXTYlx7CtmUabdY1wnRLaCiZCDmRjtD5lUgkxNFSvAkt3a0rxI+qFhvSCX8WPOkkyjzimXSrgWkWwCPyEcjKeLAvF9vAGw9xjZJ219I5IvFAHgtJgYRvfxhpNMgvyKOuSW1YodDtFdMRFyQFMGcnqM7NePZwvR0GRAP383DOzFlhqW5qKQY0SY8ccWd4+RLWAi5ICSmhOhU3kVKNbWixwNUfcy1w4aHgyJhJ3mxZDYv3md0CWuEyLrx0TIAQV4qBDb2xMAsKt5CoHIHuRX1OHIZWNjYbbUEI9pndDhnFK22yCrx0TIQZmmx1hlmuzJtubRoPg+3gj2dBY5GscVE+QBb1cFahr0SMurEDscojYxEXJQk5sTocOXy1BR2yByNERdd2tLjVmxISJH49ikUom5bAHXCZG163Qi9PHHH3dnHGRh4b6uiAp0h94g4KeMYrHDIeqy8wVaZBdXQymXYspgttQQG+sJka3odCK0Zs2a7oyDRGAaFdrJbfRkB7acMo4GTYwJgIfKSeRoKLF5ndCZ6xUcdSarxqkxB2aqMp1yqQS1DU0iR0PUeU16A7afLgAAzGLtIKsQqFahf4AbBAE4mF0mdjhEd9TpROjChQtITEzEokWL8OGHH2Lv3r0oLuYUiy2JCnRHmI8LdE0G7L/IeXyyXQeyS1FarYO3qwLj+/uJHQ41S2Q3erIBnU6E+vXrhw8++ADjxo1Dfn4+3n//fYwePRoBAQGYMGFCd8ZIPUQikXB6jOyCaZH0jCFBcGJLDathWieUmlXKdhtkteSdfqBcjtjYWMTGxrY4XlNTgwsXLnQ5MLKMyQMDsS7lMn7OKEZDkwEKOb9EyLZU65rM7WIeHs7dYtZkdIQPFDIp8ivqcLm0BpF+bmKHRNRKp7/1Fi1adNvjrq6uGDlyZKcDIsuKDfWEv7sSVbomHMrh7g6yPbvOaVDfaECEryuGhqjFDodu4ayQYWSEFwAg9RKnx8g6dToRWrhwYYu/L126hLFjx3Y5ILIsqfTm9BibsJItMrfUiGVLDWt0c50Qf2iRdeq2eZDGxkYcOXKkuy5HFmRKhHafL4LewHl8sh1F2nocbB7JZKd562RaJ3T4chkamthug6wPF4QQRvfxhtrZCWU1DTiRWy52OETt9m16PgQBGBnuhVBvF7HDoduIDvSAr5sCtQ16nMq7IXY4RK20OxFatGgRPv74Y5w4cQINDSyOZU+cZFJMjA4AAOw6zyasZDtMRRRncjTIarHdBlm7didCZ86cwdKlSzFq1Ci4u7sjNjYW8+bNw+rVq3HkyBHU1NT0ZJzUwyYPNCVCGm5zJZuQUahFpqYKCpkU0wf3EjscagPXCZE1a/f2+UOHDkEQBGRmZuLUqVPm25YtW1BZWQkAXKhow8b394Ozkwz5FXU4l6/FYO6+IStn6jR/X5Q/1C5sqWHNTOuEzuZXorymAd6uCpEjIrqpQ3WEJBIJoqOjER0djccee8x8PCcnBydPnkR6enp3x0cWonKSYUKUH3ac1WDXeQ0TIbJqeoOAbemcFrMV/h4qRAW6I1NThYPZpZgxlCN4ZD3aPTX2xz/+EceOHbvtfZGRkZg9ezb+8pe/dFtgZHmsMk224nBOGYq0OqidnTAhii01bMHNKtNcJ0TWpd2JUGFhIaZPn46goCAsWLAAP/zwA3Q6XU/GRhY2IcofTjIJsourkV1cJXY4RHdkqh00fUgQlHKZyNFQe9y6TojrEMmatDsRWr9+PYqKivD111/D09MTL7/8Mnx9fTFr1ixs2LABpaVcBGfrPFROGNu8u4O7x8ha1TXosfNcIQDWDrIloyK8oZBLUVhZj5ySarHDITLrUB0hiUSCxMREvPPOO8jMzMSxY8cQHx+Pjz/+GMHBwRg/fjzeffdd5Ofn91S81MOmsMo0WbndFzSoadCjt7cL4sK8xA6H2knlJMPoCG8AQMol/nAm69GlgorR0dH4/e9/j4MHD+LatWt48sknkZqaio0bN3ZXfGRhE2MCIJUAZ65XIr+iTuxwiFoxTYvNZEsNm8N1QmSNOtx9Xq/X45NPPkFmZiZCQkIwbNgwDBs2DP7+/pg3bx7mzZvXE3GShfi6KTEi3BvHrpRj1zkN/mdchNghEZmVVOnMtWg4LWZ7jOuEMnHkcjl0TXqu7yKr0OERoRdeeAF/+tOfUFxcjGXLlmHatGnw9/dH79698eCDD/ZEjGRhnB4ja7X9dAH0BgHDQj0R4esqdjjUQVGB7vB1U6KuUY+TV9lug6xDhxOhLVu24IsvvsCXX34JpVKJEydO4IMPPkB9fT3CwsJ6IkaysMmDjInQ8dxylFZzZyBZD1MRxVnDORpkiyQSCcabp8e4ToisQ4cToerqasTExAAAnJycIJPJsHjxYixbtgwqlarbAyTLC/Z0xuBgNQwCsOcCd4+RdcgursLZ/ErIpRJMH8KCfLYqsT/XCZF16XAi1KdPHxQUFAAAgoODzTvEZsyYgX//+9/dGx2JZsogFlck62JqsHrvAD+2aLBhphId5/K1KOOIM1mBDidCv/rVr7Bz504AwL333ovPPvsMAHDhwgXU1XGXkb0wVZk+lF0GbX2jyNGQozMYBHybbvwB9nBsiMjRUFf4u6sQHeQBADiQzekxEl+Hd4396U9/Mv/37373O4waNQp+fn7QarXcMWZH+vq7IdLPFTklNdibWYyHhnFNBonnWG458ivq4K6U4/5of7HDoS4a388XGYVapGaV8rOFRNelOkK9e/fG+fPn8f7772PLli1YvXp1d8VFVsA0PcbdYyS2rc3TYg8MDoLKiVuubd3NdhslbLdBoutSIgQAPj4+mDt3LqZNm9blYFavXo2IiAioVCrExcUhNTX1judu2bIFkyZNgp+fHzw8PJCQkIBdu3a1OGfDhg2QSCStbvX19V2O1RFMGRgEANh3sQT1jXqRoyFHVd+ox46zzS01uFvMLowI94JSLkWRVoesYrbbIHF1ORHqLps3b8aSJUvwyiuvIC0tDYmJiZg6dSry8vJue35KSgomTZqEHTt24OTJk5gwYQJmzJiBtLS0Fud5eHigsLCwxY2729pnULAHgj2dUdug51ZXEs1PGcWo0jUh2NMZo8K9xQ6HuoHKSYbRfXwAACmXuHuMxGU1idD777+PefPmYf78+YiOjsaqVasQGhqKNWvW3Pb8VatW4fe//z1GjhyJfv364S9/+Qv69euH7777rsV5EokEgYGBLW7UPhKJBEkDAwAAO89xeozEsTXtOgDgoWG9IJWypYa9YD0hshZWkQg1NDTg5MmTSEpKanE8KSkJhw4datc1DAYDqqqq4O3d8hdjdXU1wsLCEBISgunTp7caMfolnU4HrVbb4ubITFWm92QUoVFvEDkacjRl1Trsu2gcMWARRftiWid09EoZp95JVFaRCJWWlkKv1yMgIKDF8YCAAGg07RuJeO+991BTU4PZs2ebj0VFRWHDhg3Yvn07Nm7cCJVKhbFjxyIrK+uO11m5ciXUarX5Fhoa2rkXZSdGhHvDx1WByrpGHLtSLnY45GB+OFuIJoOAwcFq9PV3Fzsc6kb9A9zg765EfaOB7TZIVFaRCJn8spO0IAjt6i69ceNGrFixAps3b4a//82ttfHx8Xj88ccxdOhQJCYm4uuvv0b//v3x4Ycf3vFay5YtQ2Vlpfl27dq1zr8gOyCTSjAphtNjJA5TEcWZbLBqdyQSiXlUKIVVpklEVpEI+fr6QiaTtRr9KS4ubjVK9EubN2/GvHnz8PXXX2PixIltniuVSjFy5Mg2R4SUSiU8PDxa3Bzd5Fu20RsM3OpKlnG5pBrp1yogk0rw4FC21LBH403tNi5xnRCJxyoSIYVCgbi4OCQnJ7c4npycjDFjxtzxcRs3bsRTTz2Fr776ql3b9wVBQHp6OoKCgrocsyMZE+kDd6UcxVU6pF+vEDscchDbmitJJ/bzhZ+7UuRoqCeY2m1cKNSipIrtNkgcVpEIAcDSpUvxySef4LPPPkNGRgZeeukl5OXlYdGiRQCMU1ZPPPGE+fyNGzfiiSeewHvvvYf4+HhoNBpoNBpUVlaaz3n99dexa9cuXL58Genp6Zg3bx7S09PN16T2UcpluK+5mu8uTo+RBQiCYO40/zCnxeyWr5sSA3sZR90Pst0GicRqEqE5c+Zg1apVeOONNzBs2DCkpKRgx44dCAsLAwAUFha2qCm0du1aNDU1YfHixQgKCjLfXnzxRfM5FRUVWLBgAaKjo5GUlIT8/HykpKRg1KhRFn99ts7Ue2zneQ0rwVKPO3n1BvLKa+GqkCEphiUv7BnXCZHYJAK/1dqk1WqhVqtRWVnp0OuFanRNGP7nZOiaDPjxxURz00SinvDK1rP48mge/mt4CN6bPVTscKgHHcouxaOfHIWfuxLH/nh/uzbIELVHe7+/rWZEiKybq1KO8f2Nv9zYe4x6kq5Jj+/PGFtqsHaQ/YsL94LKSYqSKh0uFlWJHQ45ICZC1G7m6TGuE6IetDezBJV1jQjwUCK+uQ0D2S+lXGb+/8zdYyQGJkLUbhOj/SGTSpCpqcLVshqxwyE7ZWqpMXNYMGRsqeEQuE6IxMREiNrN00WBhOZfbpweo55QUduAvZnGL0N2mnccpr5jx66Us90GWRwTIeoQU3FFTo9RT/jhbCEa9AZEBbojKpAL8h1FX383BHqooGsy4HguW/mQZTERog5Jam63cSqvAkXaepGjIXuztbmlBhdJOxZjuw12oydxMBGiDgnwUGF4b08AwG5Oj1E3yiurxYmrNyCRAA8NYyLkaBKbd6WmXOI6IbIsJkLUYVPMvceKRI6E7Mm2dONo0NhIXwR4qESOhixtXF9fSCRApqYKxRxtJgtiIkQdZtpGf/hyGSpqG0SOhuyBIAjYypYaDs3bVYFBvdQAgANst0EWxESIOizMxxVRge7QGwTsySgWOxyyA6evV+JKaQ2cnWTmEUdyPFwnRGJgIkSdcnN6jOuEqOu2njLWDkoaGABXpVzkaEgspnpCqVmlMBjY/Yksg4kQdYopEUq5VIIaXZPI0ZAta9Qb8F1zSw1Oizm24WGecFHIUFqtQ6aG7TbIMpgIUacMCHBHmI8LdE0G7OcuD+qClEslKK9pgK+bEuP6+oodDomoRbsNVpkmC2EiRJ0ikUgwhb3HqBtsaV4k/dCwXpDL+JHk6LhOiCyNnzrUaaYq03szi6FrYll86jhtfSOSLxjLMHBajICb64SO5ZajroGfK9TzmAhRpw0L8YS/uxJVuiYcyikTOxyyQT+eLURDkwH9/N0wsBdbahAQ6eeKXmoVGpoMOMZ2G2QBTISo06RSibmm0C5Oj1EnmGsHDQ+GRMJO82Rqt9G8e4zrD8kCmAhRl5h2jyVfKIKe212pA/Ir6nDksvEXP1tq0K0S+3OdEFkOEyHqklER3vB0cUJZTQNOcBibOmBb82hQfB9vBHs6ixwNWZOxkcZ2GxeLqtjcmXocEyHqEieZFPdHGTvS72RxRWqnW1tqzIoNETkasjZergoMCTa22+CoEPU0JkLUZabpsd3niyAInB6juztfoEV2cTWUcimmDGZLDWrtZpVprhOinsVEiLossZ8vXBQy5FfU4Vy+VuxwyAZsOWUcDZoYEwAPlZPI0ZA1MtUTOsB2G9TDmAhRl6mcZLh3gPHX287zhSJHQ9auSW/A9tMFAIBZrB1EdxDb2wuuChnKahpwoZA/sKjnMBGibjGZVaapnQ5kl6K0WgdvVwXG9/cTOxyyUgq5FAmRpnYbXCdEPYeJEHWL+6L8oZBJkVNSg+xiNkukOzMtkp4xJAhObKlBbeA6IbIEfgpRt3BXOWFsX+Ovt13ni0SOhqxVta4Ju5p3Fz48nLvFqG2mdUIncm+gtqFJ5GjIXjERom7D6TG6m13nNKhvNKCPryuGhqjFDoesXISvK4I9ndGgN+DoFdYpo57BRIi6zcSYAEglwNn8SuRX1IkdDlkh07TYzFi21KC7k0gkGG+qMn2J64SoZzARom7j66bEyHBvAOw9Rq1pKutxMMf4ZcZO89ReXCdEPY2JEHUr8/QYq0zTL2w/nQ9BAEaGeyHU20XscMhGjIn0gVQCZBVXo7CSI83U/ZgIUbea3Fxl+nhuOUqrdSJHQ9bEVERxJkeDqAM8XRQYEuIJgNvoqWcwEaJuFezpjCEhaggCsOcCd4+RUUahFpmaKihkUkwf3EvscMjGjO/HbvTUc5gIUbfj9Bj9kqnT/H1R/lC7sKUGdUxic+HNA1klbLdB3Y6JEHU7UyJ0MLsU2vpGkaMhsekNAralc1qMOm9YqCfclHLcqG3E+QK226DuxUSIul1ffzf09XdDo17A3sxiscMhkR3OKUORVge1sxMmRLGlBnWck+xmu40U7h6jbsZEiHrElOZRoV2cHnN4ptpB04cEQSmXiRwN2aqb64SYCFH3YiJEPcI0PbY3swT1jXqRoyGx1DXosfNcIQDWDqKuMdUTOnn1Bmp0bLdB3YeJEPWIQcEeCPZ0Rl2jHimX+AvOUe2+oEFNgx69vV0QF+Yldjhkw8J8XBDq7YxGvYCjV8rEDofsCBMh6hESicQ8KsQmrI6LLTWou0gkEvOoUArbbVA3YiJEPWZKc3HFPRlFaNQbRI6GLK2kSmeu+8JpMeoOXCdEPYGJEPWYuDAv+LgqUFnXiKOX2Tna0Ww/XQC9QcCwUE9E+LqKHQ7ZgYRIX0glQE5JDRs7U7dhIkQ9RiaVIGlgAADuHnNEpiKKs4ZzNIi6h9rZCcNCPQEYiysSdQcmQtSjJt+yjZ4VYR1HdnEVzuZXQi6VYPoQttSg7mNeJ8R2G9RNmAhRjxoT6Qt3pRzFVTqkXasQOxyyEFOD1XsH+MHbVSFyNGRPxvc3rhM6mF0KPX9cUTdgIkQ9SiGX4r5ofwCcHnMUBoOAb9MLAAAPx4aIHA3Zm6EhnnBXylFR24hz+ZVih0N2wKoSodWrVyMiIgIqlQpxcXFITU2947lbtmzBpEmT4OfnBw8PDyQkJGDXrl2tzvvmm28QExMDpVKJmJgYbN26tSdfAt3GrVWmBYG/4Ozdsdxy5FfUwV0px/3NSTBRd5HLpBjT19hug7vHqDtYTSK0efNmLFmyBK+88grS0tKQmJiIqVOnIi8v77bnp6SkYNKkSdixYwdOnjyJCRMmYMaMGUhLSzOfc/jwYcyZMwdz587F6dOnMXfuXMyePRtHjx611MsiAPcM8INSLsXVslpkaqrEDod62NbmabEHBgdB5cSWGtT9uE6IupNEsJKf6KNHj8bw4cOxZs0a87Ho6GjMnDkTK1eubNc1Bg4ciDlz5uDVV18FAMyZMwdarRY//vij+ZwpU6bAy8sLGzdubNc1tVot1Go1Kisr4eHh0YFXRLd65vMTSL5QhBfv74eXJvUXOxzqIfWNeox8cw+qdE3YtCAe8X18xA6J7FBeWS3G/3Uv5FIJ0l9LgptSLnZIZIXa+/1tFSNCDQ0NOHnyJJKSklocT0pKwqFDh9p1DYPBgKqqKnh7e5uPHT58uNU1J0+e3OY1dTodtFptixt1HZuwOoafMopRpWtCsKczRoV73/0BRJ3Q28cFYT4uaDIIOJLDdhvUNVaRCJWWlkKv1yMgIKDF8YCAAGg07fvifO+991BTU4PZs2ebj2k0mg5fc+XKlVCr1eZbaGhoB14J3cn90f6QSyXI1FQht7RG7HCoh2xNuw4AeGhYL0ilbKlBPSeRVaapm1hFImTyy15EgiC0qz/Rxo0bsWLFCmzevBn+/i0XZ3b0msuWLUNlZaX5du3atQ68AroTTxeFeZqEo0L2qaxah30XjV9KLKJIPc20TiiV64Soi6wiEfL19YVMJms1UlNcXNxqROeXNm/ejHnz5uHrr7/GxIkTW9wXGBjY4WsqlUp4eHi0uFH3mNzce2wnEyG79MPZQjQZBAwOVqOvv7vY4ZCdS4j0gUwqweXSGlwrrxU7HLJhVpEIKRQKxMXFITk5ucXx5ORkjBkz5o6P27hxI5566il89dVXmDZtWqv7ExISWl1z9+7dbV6Tes7kmABIJEBaXgWKtPVih0PdzFREcSYbrJIFeKicEGtqt5HNUSHqPKtIhABg6dKl+OSTT/DZZ58hIyMDL730EvLy8rBo0SIAximrJ554wnz+xo0b8cQTT+C9995DfHw8NBoNNBoNKitvFth68cUXsXv3brz99tvIzMzE22+/jT179mDJkiWWfnkEwN9DheG9vQAAuzkqZFeulNYg/VoFZFIJHhzKlhpkGTenx7hOiDrPahKhOXPmYNWqVXjjjTcwbNgwpKSkYMeOHQgLCwMAFBYWtqgptHbtWjQ1NWHx4sUICgoy31588UXzOWPGjMGmTZuwfv16DBkyBBs2bMDmzZsxevRoi78+Mprc3ISV02P240ZNA36z0Vi/K7GfL/zclSJHRI4isbndxoEsttugzrOaOkLWinWEutfVshrc89d9kEklOLl8Ijxd2IfKlpVW6/D4J0eRqamCt6sCmxbEo38A1weRZTTpDRj+52Ro65uw9bkxiG0ecSYCbKyOEDmOMB9XRAd5QG8QsCejWOxwqAs0lfWYs/YwMjVV8HdXYjOTILIwuUyKsX1N2+i5Tog6h4kQWZx5euwcp8ds1fUbtZi99jBySmrQS63C1wsT0I9JEImA64Soq5gIkcVNad5Gn5JVghpdk8jRUEflltZgztojyCuvRW9vF2xemIBwX1exwyIHZSqseCqvAlX1jSJHQ7aIiRBZ3IAAd4T7uKChyYD9l/grzpZkF1dh9trDyK+oQx8/V3y9MAGh3i5ih0UOLNTbBRG+rtAbBBxmuw3qBCZCZHESieRmcUVOj9mMCwVazFl7BMVVOkQFumPzggQEqlVih0V0S7sNrhOijmMiRKKY3NyE9efMYuia9CJHQ3dz5noFHvn4CMpqGjAo2AMbn4nnNnmyGlwnRF3BRIhEMSzEEwEeSlTrmnCIw9lW7eTVcjz28VFU1jVieG9PfDk/Hl6uLHtA1iO+jzfkUglyy2qRV8Z2G9QxTIRIFFKpxDwqtIvTY1brUE4p5n56DFW6JoyO8Mbn80ZD7ewkdlhELbirnMxV61OzOSpEHcNEiERjSoR2XyhiVVgrtO9iMZ5efxy1DXok9vPFhqdHwU0pFzssotsyrxO6xHVC1DFMhEg0oyK84enihPKaBhzPLRc7HLrF7vMaLPj8JHRNBkyM9sfHT4yAs0ImdlhEd5TY37hO6GBOKZr0BpGjIVvCRIhE4ySTYmK0sbjiLvYesxrfnynAc1+eQoPegGmDg7D6sTionJgEkXUbHKyG2tkJVfVNOH298u4PIGrGRIhENeWWdUJseye+b05ex282pqHJIGBWbDD+/uthUMj5MUHWTyaVYJy53QbXCVH78ROORDWuny9cFDIUVNbjbD5/xYnpy6NX8fJ/TsMgAI+MCsW7vxoKuYwfEWQ7WE+IOoOfciQqlZMMEwb4A+D0mJg+O3AFr2w9BwB4akw4/vLwYEilEpGjIuqYcc2JUPq1ClTWsd0GtQ8TIRIdq0yLa/W+bLzx/QUAwMJ7+uC1GTGQSJgEke0J8XJBHz+226COYSJEopswwA8KmRQ5JTXILq4SOxyHIQgC3k++hHd2XgQALJnYD3+YEsUkiGzaeFaZpg5iIkSic1c5YWxfHwAcFbIUQRDw1o+Z+OCnLADA/06JwpKJ/ZkEkc3jOiHqKCZCZBWmNE+P7TpfJHIk9s9gELBi+3msTbkMAFgxIwbP3hspclRE3SO+jw+cZBLkldfialmN2OGQDWAiRFZhYnQApBLgbH4lrt9gr6CeojcI+OPWs/jX4auQSICVswbjqbERYodF1G1clXJzu40UjgpROzARIqvg46bEyHBvABwV6ilNegNe/jodm45fg1QCvPeroXhkVG+xwyLqduObq0ynXuI6Ibo7JkJkNW5Oj3GdUHdraDLghY1p2JZeALlUgg8fGY5Zw0PEDouoR5jWCR3OKUMj223QXTARIqthasJ6PLccJVU6kaOxH/WNejz775P48ZwGCpkUax6Pw7QhQWKHRdRjBvZSw8vFCVW6Jpy+ViF2OGTlmAiR1ejl6YwhIWoIArAng9Nj3aGuQY9nPj+BnzKLoZRL8fGTIzApJkDssIh6lEwqwdjmdhtcJ0R3w0SIrIppVIjb6LuuWteEJ9cfQ2pWKVwUMmx4ehTuaV47QWTvWE+I2ouJEFkV0zqhQzml0NazRH5nVdY1Yu6nR3HsSjnclXJ8MW80EiJ9xA6LyGJM7TZOX6tAZS0/S+jOmAiRVYn0c0M/fzc06gXszSwWOxybVF7TgEc/PoK0vAp4ujjhq2fiERfmJXZYRBbVy9MZff3dYBCMP6yI7oSJEFkdTo91XnFVPR5ZdwTnC7TwdVNg4zPxGByiFjssIlGYdo9xnRC1hYkQWR3T9Ni+iyWob9SLHI3tKKysw6/XHsHFoioEeCixaUECooM8xA6LSDSmdUIpl0ogCILI0ZC1YiJEVmdgLw8EezqjrlGPFBZEa5dr5bWYvfYwLpfWINjTGV8vTEBffzexwyIS1eg+3nCSSZBfUYfcMlasp9tjIkRWRyKR3JweY3HFu7pSWoPZaw/jWnkdwnxc8PWiBIT5uIodFpHoXBRyjAgzVqzn7jG6EyZCZJVM02M/ZRSzMmwbsoqqMHvtYRRW1iPSzxVfL0xAsKez2GERWY3E/s3rhC5xnRDdHhMhskpxYV7wdVOgsq4RRy+Xix2OVTpfUIk5646gpEqHqEB3bF6YgAAPldhhEVkV0zqhwzml/FFFt8VEiKySTCrBpBjT9FihyNFYn/RrFXhk3RGU1zRgSIgamxbEw9dNKXZYRFYnJsgD3q4K1DTokZZXIXY4ZIWYCJHVmjzQ2Api9/kiGAzc8WFyPLccj39yFNr6JsSFeeHf80fD00UhdlhEVkkqlWBcc7sNrhOi22EiRFZrTKQv3JVyFFfpkMbGiQCAg9mleOLTY6jWNSGhjw8+/59R8FA5iR0WkVVjPSFqCxMhsloKuRT3R/sDAHZx9xj2Zhbj6Q3HUdeoxz39/bD+6ZFwVcrFDovI6iU2rxM6c70CFbUNIkdD1oaJEFm1W6tMO3JBtJ3nNFjwxQk0NBkwKSYA656Ig8pJJnZYRDYhUK1C/wA3CAJwMLtM7HComSAIOJRdije/vyBqHEyEyKrdM8APSrkUeeW1yNRUiR2OKLafLsDir06hUS9g2pAgrH5sOJRyJkFEHZHIbvRWQ28Q8MOZQjz0z4N49JOj+OTAFRzPFW93MBMhsmouCjnu6W/8AHPE3mNfn7iGFzelQW8QMGt4MD74dSycZPxnS9RRpnVCqVmlDj26LKb6Rj2+OHIV9723D4u/OoUz1yuhcpLiiYQw9BKx/hkXGJDVmzIoELsvFGHXeQ1emtRf7HAs5osjV/GnbecAAI+O7o03HxoEqVQiclREtml0hA8UMinyK+pwubQGkX5sQWMpFbUN+OLwVWw4lIuyGuMaLU8XJzyZEI4nEsLgI3LpDyZCZPXujwqAXCpBpqYKuaU1CPe1//YRn6Rexps/ZAAAnh4bjlenx0AiYRJE1FnOChlGRnjhYHYZUi+VMBGygOs3avHpgSvYfPwaahuMDbSDPZ3xTGIEZo8MhYvCOlIQ64iCqA1qFyckRPogNasUu85rsPCeSLFD6lH/+DkL7+6+BAB47t5I/G7yACZBRN0gsZ+fMRHKKsVTYyPEDsduZRRqsS7lMrafLoC+uQZcdJAHFt3TB9MGB0FuZdP7TITIJkweGIjUrFLstONESBAEvLf7Ev6xNxsAsHRSf7xwX18mQUTdJLGfL976ETh8uQwNTQYo5Nb1hWzLBEHAkcvl+Gh/DvZfurkgfWxfHywcH4nEfr5W+1nGRIhsQlJMAP707Tmk5VVAU1mPQLV99dQSBAH/90MGPjlwBQDwxweisGC8fSZ8RGKJDvSAr5sCpdUNOJV3A/F9fMQOyebpDQJ2nddg7f4cnL5eCQCQSoCpg4OwaHwkBoeoRY7w7pgIkU3w91BheG8vnLx6A8kXNJibEC52SN3GYBDw2vbz+OLIVQDA6w8OxJNjwsUNisgOmdptbEsvQGpWCROhLqhv1OObU9fxccpl5JbVAgCUcilmjwjF/MQIhPnYzlpOqxoXXL16NSIiIqBSqRAXF4fU1NQ7nltYWIhHH30UAwYMgFQqxZIlS1qds2HDBkgkkla3+vr6HnwV1FOmmIor2lGVab1BwP9+cwZfHLkKiQR4+78GMwki6kE36wmx3UZnVNY24h8/Z2Hc2z/jla3nkFtWC7WzE35zX18c/MN9+PPMQTaVBAFWNCK0efNmLFmyBKtXr8bYsWOxdu1aTJ06FRcuXEDv3r1bna/T6eDn54dXXnkFf/vb3+54XQ8PD1y8eLHFMZXKvqZVHMXkgYH4vx0ZOHK5HDdqGuDlatuNRhv1Brz89WlsP10AmVSC9341FDNjg8UOi8iumeoJnc2vRHlNA7xt/HPEUgoq6vDpgSvYeCyvxQ6weeMiMGdkqE23+7GayN9//33MmzcP8+fPBwCsWrUKu3btwpo1a7By5cpW54eHh+Pvf/87AOCzzz6743UlEgkCAwN7JmiyqN4+LogO8kBGoRZ7MorwqxGhYofUaQ1NBryw8RR2nS+CXCrBh4/EYurgILHDIrJ7/h4qRAW6I1NThYPZpZgxtJfYIVm1i5oqrE3Jwfb0AjQ17wCLCnTHonsiMW1IkF0UeLWKV9DQ0ICTJ08iKSmpxfGkpCQcOnSoS9eurq5GWFgYQkJCMH36dKSlpbV5vk6ng1arbXEj62GaHtt1vkjkSDqvvlGPhV+cwK7zRVDIpFg7N45JEJEF3awyzXYbt2PcAVaGp9cfw+RVKdhyKh9NBgEJfXzwr/8ZhR9fTMTM2GC7SIIAK0mESktLodfrERAQ0OJ4QEAANJrOrweJiorChg0bsH37dmzcuBEqlQpjx45FVlbWHR+zcuVKqNVq8y001HZHHezRlEHGRCglqwQ1uiaRo+m42oYmzPvXcey9WAKVkxSfPjUC90cH3P2BRNRtbl0nxHYbN+kNAnaeK8TDqw/h1+uOYO/FEkglwLTBQfh28VhsXBCPe/r7We02+M6ymqkxAK3eXEEQuvSGx8fHIz4+3vz32LFjMXz4cHz44Yf44IMPbvuYZcuWYenSpea/tVotkyEr0j/ADeE+Lsgtq8W+iyWYNsR2RlKq6hvxPxuO43juDbgqZPjsqZEYzV0rRBY3KsIbCrkUhZX1yCmpRl9/d7FDElV9ox5b0/LxccplXC6tAQAo5FL8Ki4EzyT2sftq/laRCPn6+kImk7Ua/SkuLm41StQVUqkUI0eObHNESKlUQqkUt+8J3ZlEIsHkQYFYu/8ydp3X2EwiVFnbiCfWH8PpaxVwV8nxr/8ZheG9vcQOi8ghqZxkGB3hjdSsUqRcKnXYRKiyrhH/PnIV6w/morRaBwBQOzvhiYQwPJEQDj93x/gutIqpMYVCgbi4OCQnJ7c4npycjDFjxnTb8wiCgPT0dAQF2caXJ92eaZ3Qz5nF0DXpRY7m7sqqdXjk4yM4fa0CXi5O2PhMPJMgIpE58jqhwso6/N8PFzBm5U/4666LKK3WoZdahT9Nj8GhP9yHl5MGOEwSBFjJiBAALF26FHPnzsWIESOQkJCAdevWIS8vD4sWLQJgnLLKz8/H559/bn5Meno6AOOC6JKSEqSnp0OhUCAmJgYA8PrrryM+Ph79+vWDVqvFBx98gPT0dPzzn/+0+Ouj7jM0xBOBHipotPU4lF2GCVH+Yod0R8Xaejz2yVFkFVfD102JL+ePxoBAx/z1SWRNjOuEMnHkcjl0TXoo5TKxQ+pxl4qqsHb/ZXybnm/eATYgwB0L7+mDGUN72c3i546ymkRozpw5KCsrwxtvvIHCwkIMGjQIO3bsQFhYGABjAcW8vLwWj4mNjTX/98mTJ/HVV18hLCwMubm5AICKigosWLAAGo0GarUasbGxSElJwahRoyz2uqj7SaUSJA0MwOeHr2LnOY3VJkIFFXV47JOjuFJag0APFb58ZjQ7XhNZiahAd/i6KVFarcPJqzcwJtJX7JB6hCAIOJ57A2v35+CnzGLz8fg+3lh4TyTutcPFzx0lEbhkvk1arRZqtRqVlZXw8PAQOxxqdii7FI9+chTergocf2UiZFLr+od8rbwWj3x8BNdv1CHEyxlfzY9Hbx8XscMiolss3ZyOLWn5ePbeSPzvlCixw+lWBoOA5IwirN2fg1N5FQAAicS4tGDB+D6IdYDp+fZ+f1vNiBBRR4yK8IanixPKaxpwPLfcqnoGXS6pxqMfH4VGW49wHxd89Uw8enk6ix0WEf1CYn9fbEnLR2pWid0kQromPbaeyse61Mu4XHJzB9h/DQ/BgvF9EGHnO8A6g4kQ2SS5TIqJ0QH4fyevY+c5jdUkQhc1VXjsk6Mordahn78bvpw/Gv4ebOlCZI3G9jVOh53L16KsWgcfN9tdIKytb8SXR/Lw2cErKKky7gDzUMkxNyEMT44Jh787P4fuhIkQ2awpAwPx/05ex+7zGrw2I0b0ee5z+ZWY++lR3KhtRHSQB/49b5RNf7AS2Tt/d5W5bc+B7FI8NMz2ev1pKuux/uAVfHk0D9XNRWaD1CrMGxeBX4/qDTcb7gFmKXyHyGaN6+cLF4UMBZX1OJtfiSEhnqLFcirvBp787Biq6pswNESNz/9nNNQuTqLFQ0TtM76fLzIKtUjNsq1EKKuoCutSLmNbej4a9calvv0D3LBwfCRmDO0Fhdwxd4B1BhMhslkqJxkmRPnjhzOF2HlOI1oidPRyGf5nw3HUNOgxMtwLnz01Eu4qJkFEtiCxnx/WplxGalZJl7sZWMKJ3HJ8tD8HezJu7gAbFeGNRff0wb39/SG1so0jtoCJENm0yQMDjYnQeQ1+L8JixwNZpZj/+XHUNxowJtIHnzw5Ai4K/rMishUjwr2glEtRpNUhq7ga/QOsr86XwSBgT0YR1qZcxsmrNwAYd4AlxQRg4T2RLNDaRfzEJps2YYAfFDIpLpfUILu4yqKl8n/KKMKzX55CQ5MBEwb4Yc3jcVA52X9RNiJ7onKSYXQfH6RcKkHKpRKrSoR0TXp8m1aAtSk5yDHtAJNJ8V9xwZif2Id1yboJEyGyae4qJ4zr54ufM4ux85wGz99nmQ+xH88W4jeb0tCoFzB5YAA+eCTWISrTEtmj8f18kXKpBKlZpZif2EfscKCtb8RXR/Pw2YErKG7eAeaukuPx+DA8PSacO1G7GRMhsnmTBwYYE6HzGjx/X78ef75tafl4+T+noTcImDG0F96fPdRhS9MT2QNju40MHL1ShvpGvWgju0Xaenx28Aq+OpKHquYdYIEeph1goVx72EOYCJHNmxgdAKnkLM7la3H9Ri1CvHqugvPm43n4w5azEATgv+NC8PZ/DbG6qtZE1DH9A9zg765EcZWx3YapvpClZBdX4+OUy9ialo8GvQEA0M/fDQvG98FDw4K5A6yHMREim+fjpsSoCG8cuVyOXeeLMG9cRI88z+eHc/Hqt+cBAI/H98YbDw7iDg0iOyCRSJDYzw/fnLqOlKwSiyVCJ6/ewEf7c5B8och8bGS4FxbdE4kJA7gDzFKYCJFdmDIw0JgIndP0SCK0LiUHf9mRCQCYNy4Cy6dFW/02WyJqv/H9ffHNqetIvVSKZVN77nkMBgE/ZxZjbUoOjufeMB837gDrg7gw7557crotJkJkF5IGBmLFdxdw/Go5Sqp08HPvnorOgiDgw5+z8X7yJQDA8xP64uWk/kyCiOyMaRToQqG2Wz9DTBqaDPg2PR/rUi4jq7gagHEH2MOxwXhmfB/09ecOMLEwESK70MvTGUND1Dh9vRJ7MorwyKjeXb6mIAj4666LWL0vBwDw26T+FlmMTUSW5+umxMBeHjhfoMXB7FLMjO2eKtNV9Y3YeCwPnx3IhUZbDwBwV8rxWHwYnh4bjgDuABMdEyGyG5MHBeL09UrsPKfpciIkCALe+P4C1h/MBQAsnxZtFdtqiajnJPbzw/kCLVKySrqcCBVr67H+UC7+feQqquqNO8D83ZWYNy4Cj4zuDQ/uALMaTITIbkweGIh3dl7EoZxSaOsbO/1BYzAIWP7tOXx1NA8A8OeZgzA3Pqw7QyUiKzS+ny8+2p+D1KzSTrfbyCkx7gDbcurmDrBIP1csHB+Jh2J7sd6YFWIiRHYj0s8N/fzdkFVcjb2ZxZ1qoKg3CPj9/zuDb05dh0QCvP1fQzB7RGgPREtE1iYu3AsqJylKqnS4WFSFqECPdj/2VN4NrN2fg90XiiAIzdcLM+4Auz+KO8CsGRMhsitTBgUi6+ds7Dyn6XAi1Kg34KXN6fj+TCFkUgnenz3UprpRE1HXKOUyxPfxwb6LJUi9VHrXRMhgELDvUjE+2n8Zx66Um49PjA7Aonv6YEQ4d4DZAiZCZFcmDwzEhz9nY9/FEtQ16OGsaN8wtK5Jj+e/SkPyhSI4yST48JFYTBkU1MPREpG1Seznh30XS5CSVYJnxt9+XWBDkwHfnTb2ALtUZNwB5iSTYOawYCy8p49Fex5S1zERIrsysJcHgj2dkV9Rh5SsEkweGHjXx9Q36rHwi5PYf6kECrkUax+Pw+uLZmPnsGFYtWpVzwdNRFZjfD/jNvpjV8pbtduo1jVh07E8fHrgCgorjTvA3JRyPDa6N54eG4FANXeA2SLW7Sa7IpFIMGWQMfnZdV5jPv7UU09BIpFg0aJFLc6v0TVh8KTZ+HzeaNz4cRXWPzUSE6L8sWXLFvz5z3/u9vhu3LiBuXPnQq1WQ61WY+7cuaioqGjzMVu2bMHkyZPh6+sLiUSC9PT0FveXl5fjhRdewIABA+Di4oLevXvjN7/5DSorK7s9fiJ719ffDYEeKuiaDDiea5zuKqnS4a+7MjFm5U9484cMFFbWw89dif+dEoWDf7gPyx6IZhJkw5gIkd0xJUJ7LhShsXnXBgCEhoZi06ZNqKurA2Ds8PzY2lRcPrILTmp/JPbzNRdV8/b2hrt79w9vP/roo0hPT8fOnTuxc+dOpKenY+7cuW0+pqamBmPHjsVbb7112/sLCgpQUFCAd999F2fPnsWGDRuwc+dOzJs3r9vjJ7J3xnYbxs+B/3fyOpZtOYuxb/+Mf+7Ngba+CX38XPH2fw3Ggf+dgGfvjYTamdvgbR2nxsjuDO/tBV83BUqrG3DkcllzZ2lg+PDhuHz5MrZs2YJpD/8KT3x2DIf37IBC7Yf4YTHwdbtZSfbee+/FsFumxsLDw7FgwQJkZ2fjP//5D7y8vLB8+XIsWLCg3XFlZGRg586dOHLkCEaPHg0A+Pjjj5GQkICLFy9iwIABt32cKVHKzc297f2DBg3CN998Y/47MjIS//d//4fHH38cTU1NkMv5z5yoIxL7++E/J6/j2/QC87HY3p5YdE8kJkUHcAeYneGIENkdmVSCSTGtp8cA4Omnn8a6Tz7Fr9cdwZnrlag//xNefG5Bu37VvffeexgxYgTS0tLw3HPP4dlnn0VmZqb5/nvvvRdPPfXUHR9/+PBhqNVqcxIEAPHx8VCr1Th06FAHX2XbKisr4eHhwSSIqBMS+/rCXWX8t3N/lD++XpiALc+OweSBgUyC7BATIbJLN9cJFcFgEMzHJ8/8FQ4cOIBzF7Ph0VSBxoIM/HbxM2hqaoJer2/zmg888ACee+459O3bF//7v/8LX19f7Nu3z3x/7969ERR0551mGo0G/v7+rY77+/tDo9Hc5hGdU1ZWhj//+c9YuHBht12TyJF4uSqw4zeJSPndBHz61EiMivBmf0E7xkSI7FJCHx+4q+QoqdIh7Zqxw3N9ox7P/r8sqPqMhCRrPyZIzmPaAw/g66+/xs6dO3Hp0qU2rzlkyBDzf0skEgQGBuLKlSs4fvw4/vOf/2Dw4MGoqqrC9OnTMXjwYHzyySetrnG7D9POVrC9Ha1Wi2nTpiEmJgavvfZat1yTyBGFerugt4+L2GGQBXDcnOySQi7F/VH+2JZegJ3nNKjWNeF4bjncy2oRPmYaqn5ehy0X9fDy8sKWLVsQHh6Ovn37triGIAjQaDS4evUqampqkJKSgitXriA3Nxe5ubnIzMzEmTNn8M477wAA3N3dER4ejrCwMNx7772Ii4trcb3AwEAUFRW1irWkpAQBAQFdfs1VVVWYMmUK3NzcsHXrVjg5cREnEdHdMBEiuzVlUCC2pRfgu9OFyLlYjLpGA4b6umLDb5/HkL7vQKvVQhAE/P3vf8fnn3+OzMxMLFy4EFevXsWxY8dw4MABfPDBB+br7dmzBwMGDEB4eDiSkpJQWVmJcePG4Q9/+APCwsLg5eXV5shOQkICKisrcezYMYwaNQoAcPToUVRWVmLMmDFdeq1arRaTJ0+GUqnE9u3boVJxKy8RUXswESK7Nb6/H1ROUmi09ahrNMBNKcOmhfFIGDbQXGMnPz8fL774IgBAoVAAMO4Q8/HxQWRkJJYuXYqwsDDMmDEDS5cuxZIlS8zX37dvH6KjoxEbGwsAeOKJJxAcHIyVK1feNp7o6GhMmTIFzzzzDNauXQsAWLBgAaZPn95ix1hUVBRWrlyJhx9+GICxTlBeXh4KCow7WC5evAjAOMIUGBiIqqoqJCUloba2Fv/+97+h1Wqh1WoBAH5+fpDJ2OSRiOhOmAiR3XJRyDFhgD9+PKeBp4sThvi7wN9dhYiICOTn50On06FPnz6YNWsW0tLSEBISgg0bNgC4uX3+wQcfBABIpXdfTpeXl3fX87788kv85je/QVJSEgDgwQcfxD/+8Y8W51y8eLFFMcTt27fj6aefNv/961//GgDw2muvYcWKFTh58iSOHj0KAK2m965cuYLw8PC7xk5E5KgkgiAIdz/NcWm1WqjVavN2ZLIthZV12HlOg1nDQ1pska+vr8eOHTvw5Zdf4vvvv0djYyMmTpyI//znP1Cr1SJGTERE3aG9399MhO6CiZD9q6iowJYtW3Dw4EG899578PT0FDskIiLqIiZC3YSJEBERke1p7/c36wgRERGRw2IiRERERA6LiRARERE5LCZCRERE5LCYCBEREZHDYiJEREREDouJEBERETksJkJERETksJgIERERkcNiIkREREQOi4kQEREROSwmQkREROSw5GIHYO1MPWm1Wq3IkRAREVF7mb6379ZbnonQXVRVVQEAQkNDRY6EiIiIOqqqqgpqtfqO90uEu6VKDs5gMKCgoADu7u6QSCTddl2tVovQ0FBcu3YNHh4e3XZdaonvs+XwvbYMvs+WwffZMnryfRYEAVVVVejVqxek0juvBOKI0F1IpVKEhIT02PU9PDz4j8wC+D5bDt9ry+D7bBl8ny2jp97ntkaCTLhYmoiIiBwWEyEiIiJyWEyERKJUKvHaa69BqVSKHYpd4/tsOXyvLYPvs2XwfbYMa3ifuViaiIiIHBZHhIiIiMhhMREiIiIih8VEiIiIiBwWEyEiIiJyWEyEiIiIyGExERLJ6tWrERERAZVKhbi4OKSmpoodkt1JSUnBjBkz0KtXL0gkEmzbtk3skOzOypUrMXLkSLi7u8Pf3x8zZ87ExYsXxQ7L7qxZswZDhgwxV99NSEjAjz/+KHZYdm/lypWQSCRYsmSJ2KHYnRUrVkAikbS4BQYGihILEyERbN68GUuWLMErr7yCtLQ0JCYmYurUqcjLyxM7NLtSU1ODoUOH4h//+IfYodit/fv3Y/HixThy5AiSk5PR1NSEpKQk1NTUiB2aXQkJCcFbb72FEydO4MSJE7jvvvvw0EMP4fz582KHZreOHz+OdevWYciQIWKHYrcGDhyIwsJC8+3s2bOixME6QiIYPXo0hg8fjjVr1piPRUdHY+bMmVi5cqWIkdkviUSCrVu3YubMmWKHYtdKSkrg7++P/fv3Y/z48WKHY9e8vb3x17/+FfPmzRM7FLtTXV2N4cOHY/Xq1XjzzTcxbNgwrFq1Suyw7MqKFSuwbds2pKenix0KR4QsraGhASdPnkRSUlKL40lJSTh06JBIURF1j8rKSgDGL2nqGXq9Hps2bUJNTQ0SEhLEDscuLV68GNOmTcPEiRPFDsWuZWVloVevXoiIiMCvf/1rXL58WZQ42H3ewkpLS6HX6xEQENDieEBAADQajUhREXWdIAhYunQpxo0bh0GDBokdjt05e/YsEhISUF9fDzc3N2zduhUxMTFih2V3Nm3ahFOnTuH48eNih2LXRo8ejc8//xz9+/dHUVER3nzzTYwZMwbnz5+Hj4+PRWNhIiQSiUTS4m9BEFodI7Ilzz//PM6cOYMDBw6IHYpdGjBgANLT01FRUYFvvvkGTz75JPbv389kqBtdu3YNL774Inbv3g2VSiV2OHZt6tSp5v8ePHgwEhISEBkZiX/9619YunSpRWNhImRhvr6+kMlkrUZ/iouLW40SEdmKF154Adu3b0dKSgpCQkLEDscuKRQK9O3bFwAwYsQIHD9+HH//+9+xdu1akSOzHydPnkRxcTHi4uLMx/R6PVJSUvCPf/wDOp0OMplMxAjtl6urKwYPHoysrCyLPzfXCFmYQqFAXFwckpOTWxxPTk7GmDFjRIqKqHMEQcDzzz+PLVu24Oeff0ZERITYITkMQRCg0+nEDsOu3H///Th79izS09PNtxEjRuCxxx5Deno6k6AepNPpkJGRgaCgIIs/N0eERLB06VLMnTsXI0aMQEJCAtatW4e8vDwsWrRI7NDsSnV1NbKzs81/X7lyBenp6fD29kbv3r1FjMx+LF68GF999RW+/fZbuLu7m0c61Wo1nJ2dRY7Ofvzxj3/E1KlTERoaiqqqKmzatAn79u3Dzp07xQ7Nrri7u7da3+bq6gofHx+ue+tmv/3tbzFjxgz07t0bxcXFePPNN6HVavHkk09aPBYmQiKYM2cOysrK8MYbb6CwsBCDBg3Cjh07EBYWJnZoduXEiROYMGGC+W/TvPOTTz6JDRs2iBSVfTGVgLj33ntbHF+/fj2eeuopywdkp4qKijB37lwUFhZCrVZjyJAh2LlzJyZNmiR2aESdcv36dTzyyCMoLS2Fn58f4uPjceTIEVG+B1lHiIiIiBwW1wgRERGRw2IiRERERA6LiRARERE5LCZCRERE5LCYCBEREZHDYiJEREREDouJEBERETksJkJERETksJgIERERkcNiIkREREQOi4kQEREROaz/D1WfSfOgUqGWAAAAAElFTkSuQmCC", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "L_par_inv = get_parallel_correlation_lengths(\n", - " data_bad[\"values\"], data_good[\"values\"], L_s, \"good\", type=\"next\"\n", - ")\n", - "print(L_par_inv)\n", - "L_par = [zero_div(x) for x in L_par_inv]\n", - "R_eff = [row[0] for row in data_bad[\"values\"]]\n", - "# print(R_eff)\n", - "values = zip(R_eff, L_par)\n", - "get_critical_gradients(a, values);" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[5.634641734447069, 5.213711446349169, 4.541729326441421, 5.771771288908073, 4.371938735392086, 3.835423418433931]\n", - "[Array(1.87917633, dtype=float64), Array(1.94481642, dtype=float64), Array(1.85927004, dtype=float64), Array(1.85380679, dtype=float64), Array(1.77458645, dtype=float64), Array(1.91897919, dtype=float64)]\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "R_eff = [row[0] for row in data_bad[\"values\"]]\n", - "print(R_eff)\n", - "L_par = [row[1] for row in data_bad[\"values\"]]\n", - "crit2 = get_critical_gradients(a, zip(R_eff, L_par))\n", - "print(crit2)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "desc-env", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb index e16da92f9d..50f1474785 100644 --- a/Critical_gradient_optimization.ipynb +++ b/Critical_gradient_optimization.ipynb @@ -16,18 +16,22 @@ }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, + "execution_count": 1, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ - "# from desc import set_device\n", - "# set_device(\"gpu\")" + "from desc import set_device\n", + "set_device(\"gpu\")" ] }, { "cell_type": "code", - "execution_count": 25, - "metadata": {}, + "execution_count": 42, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", @@ -48,6 +52,10 @@ " FixCurrent,\n", " FixPressure,\n", " FixPsi,\n", + " FixIonTemperature,\n", + " FixElectronTemperature,\n", + " FixElectronDensity,\n", + " FixAtomicNumber,\n", " ForceBalance,\n", " ObjectiveFunction,\n", " EffectiveRadius,\n", @@ -83,8 +91,10 @@ }, { "cell_type": "code", - "execution_count": 33, - "metadata": {}, + "execution_count": 6, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "# Function to get value of a parameter directly\n", @@ -112,8 +122,10 @@ }, { "cell_type": "code", - "execution_count": 34, - "metadata": {}, + "execution_count": 7, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def plot_Kd(eq, n_pol=11, rho=0.5, n_wells=5):\n", @@ -162,8 +174,10 @@ }, { "cell_type": "code", - "execution_count": 35, - "metadata": {}, + "execution_count": 8, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def check_force_error(eq):\n", @@ -184,96 +198,22 @@ }, { "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "def run_step(k, eq, n_wells=5, maxiter=3):\n", - " \"\"\"Run a step of the precise QA optimization example from Landreman & Paul.\"\"\"\n", - "\n", - " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", - " # grid = get_field_line_grid(eq,n_pol=10)\n", - "\n", - " # create grid where we want to minimize QS error. Here we do it on 3 surfaces\n", - " grid = LinearGrid(\n", - " M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", - " )\n", - "\n", - " # we create an ObjectiveFunction, in this case made up of multiple objectives\n", - " # which will be combined in a least squares sense\n", - " objective = ObjectiveFunction(\n", - " (\n", - " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid),\n", - " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=11),\n", - " # AspectRatio(eq=eq, target=6),\n", - " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", - " ),\n", - " )\n", - " # as opposed to SIMSOPT and STELLOPT where variables are assumed fixed, in DESC\n", - " # we assume variables are free. Here we decide which ones to fix, starting with\n", - " # the major radius (R mode = [0,0,0]) and all modes with m,n > k\n", - " R_modes = jnp.vstack(\n", - " (\n", - " [0, 0, 0],\n", - " eq.surface.R_basis.modes[\n", - " jnp.max(jnp.abs(eq.surface.R_basis.modes), 1) > k, :\n", - " ],\n", - " )\n", - " )\n", - " Z_modes = eq.surface.Z_basis.modes[\n", - " jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1) > k, :\n", - " ]\n", - " # next we create the constraints, using the mode number arrays just created\n", - " # if we didn't pass those in, it would fix all the modes (like for the profiles)\n", - " constraints = (\n", - " ForceBalance(eq=eq),\n", - " FixBoundaryR(eq=eq, modes=R_modes),\n", - " FixBoundaryZ(eq=eq, modes=Z_modes),\n", - " FixPressure(eq=eq),\n", - " FixCurrent(eq=eq),\n", - " FixPsi(eq=eq),\n", - " )\n", - " # this is the default optimizer, which re-solves the equilibrium at each step\n", - " optimizer = Optimizer(\"proximal-lsq-exact\")\n", - "\n", - " eq_new, history = eq.optimize(\n", - " objective=objective,\n", - " constraints=constraints,\n", - " optimizer=optimizer,\n", - " maxiter=maxiter, # we don't need to solve to optimality at each multigrid step\n", - " verbose=3,\n", - " copy=True, # don't modify original, return a new optimized copy\n", - " options={\n", - " # Sometimes the default initial trust radius is too big, allowing the\n", - " # optimizer to take too large a step in a bad direction. If this happens,\n", - " # we can manually specify a smaller starting radius. Each optimizer has a\n", - " # number of different options that can be used to tune the performance.\n", - " # See the documentation for more info.\n", - " \"initial_trust_ratio\": 1.0,\n", - " },\n", - " )\n", - "\n", - " return eq_new" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, + "execution_count": 43, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def run_step_weights(\n", - " k, eq, maxiter=3, qs_weight=1.0, aspect_ratio_weight=1.0, n_wells=5, n_pol=11\n", - "):\n", + " k, eq, target = False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", " \"\"\"\n", - " Run a step of the precise QH optimization example from Landreman & Paul with weights.\n", + " Run a step of the optimization with weights\n", "\n", " Parameters:\n", " - k: Threshold for the modes to fix.\n", " - eq: Initial DESC equilibrium object.\n", " - maxiter: Maximum number of iterations for the optimization.\n", " - method: Optimization method for DESC.\n", - " - target_type: Target type for effective radius optimization.\n", " - qs_weight: Weight for the quasisymmetry term.\n", " - aspect_ratio_weight: Weight for the aspect ratio term.\n", " - n_wells: Number of wells for effective radius optimization.\n", @@ -292,32 +232,39 @@ " (\n", " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid, weight=qs_weight),\n", " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=n_pol),\n", - " AspectRatio(eq=eq, target=6, weight=aspect_ratio_weight),\n", - " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", + " AspectRatio(eq=eq, target=6, weight=ar_weight),\n", + " # ParallelConnectionLength(eq=eq,n_wells=n_wells,n_pol=n_pol),\n", " ),\n", " )\n", - "\n", - " # Fix modes according to the threshold\n", + " \n", + " # operation function to be able to target a specific mode or all modes above a threshold\n", + " operation = (lambda x: x != k) if target else (lambda x: x > k)\n", + " \n", + " # Calculate the maximum value array once\n", + " R_max = jnp.max(jnp.abs(eq.surface.R_basis.modes), 1)\n", + " Z_max = jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1)\n", + "\n", + " # Apply the operation\n", " R_modes = jnp.vstack(\n", " (\n", " [0, 0, 0],\n", - " eq.surface.R_basis.modes[\n", - " jnp.max(jnp.abs(eq.surface.R_basis.modes), 1) > k, :\n", - " ],\n", + " eq.surface.R_basis.modes[operation(R_max), :],\n", " )\n", " )\n", - " Z_modes = eq.surface.Z_basis.modes[\n", - " jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1) > k, :\n", - " ]\n", + " Z_modes = eq.surface.Z_basis.modes[operation(Z_max), :]\n", "\n", " # Create constraints\n", " constraints = (\n", " ForceBalance(eq=eq),\n", " FixBoundaryR(eq=eq, modes=R_modes),\n", " FixBoundaryZ(eq=eq, modes=Z_modes),\n", - " FixPressure(eq=eq),\n", + " # FixPressure(eq=eq),\n", " FixCurrent(eq=eq),\n", " FixPsi(eq=eq),\n", + " FixIonTemperature(eq=eq),\n", + " FixElectronTemperature(eq=eq),\n", + " FixElectronDensity(eq=eq),\n", + " FixAtomicNumber(eq=eq),\n", " )\n", "\n", " # Default optimizer\n", @@ -328,33 +275,34 @@ " objective=objective,\n", " constraints=constraints,\n", " optimizer=optimizer,\n", - " maxiter=maxiter,\n", + " maxiter=20,\n", " verbose=3,\n", " copy=True,\n", " options={\n", " \"initial_trust_ratio\": 1.0,\n", " },\n", " )\n", - "\n", " return eq_new" ] }, { "cell_type": "code", - "execution_count": 31, - "metadata": {}, + "execution_count": 24, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ - "def run_step_weights_target(\n", - " k, eq, maxiter=3, qs_weight=1.0, aspect_ratio_weight=1.0, n_wells=5, n_pol=11\n", - "):\n", + "def run_step_weights_fam(\n", + " k, eqfam, target = False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", " \"\"\"\n", - " Run a step of the precise QA optimization example from Landreman & Paul with weights.\n", + " Run a step of the optimization with weights\n", "\n", " Parameters:\n", - " - k: Mode number to let free\n", + " - k: Threshold for the modes to fix.\n", " - eq: Initial DESC equilibrium object.\n", " - maxiter: Maximum number of iterations for the optimization.\n", + " - method: Optimization method for DESC.\n", " - qs_weight: Weight for the quasisymmetry term.\n", " - aspect_ratio_weight: Weight for the aspect ratio term.\n", " - n_wells: Number of wells for effective radius optimization.\n", @@ -365,59 +313,78 @@ " \"\"\"\n", " # Create grid for minimizing quasisymmetry error\n", " grid = LinearGrid(\n", - " M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", + " M=eqfam[0].M_grid, N=eqfam[0].N_grid, NFP=eqfam[0].NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", " )\n", "\n", " # Create an ObjectiveFunction with weights\n", " objective = ObjectiveFunction(\n", " (\n", - " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid, weight=qs_weight),\n", - " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=n_pol),\n", - " AspectRatio(eq=eq, target=6, weight=aspect_ratio_weight),\n", - " # ParallelConnectionLength(eq=eq,n_wells=4,target_type=target_type,n_pol=10,target=2*jnp.ones(4)),\n", + " QuasisymmetryTwoTerm(eq=eqfam[-1], helicity=(1, 0), grid=grid, weight=qs_weight),\n", + " EffectiveRadius(eq=eqfam[-1], n_wells=n_wells, n_pol=n_pol),\n", + " AspectRatio(eq=eqfam[-1], target=6, weight=ar_weight),\n", + " # ParallelConnectionLength(eq=eq,n_wells=n_wells,n_pol=n_pol),\n", " ),\n", " )\n", - "\n", - " # Fix modes according to the threshold\n", + " \n", + " # operation function to be able to target a specific mode or all modes above a threshold\n", + " operation = (lambda x: x != k) if target else (lambda x: x > k)\n", + " \n", + " # Calculate the maximum value array once\n", + " R_max = jnp.max(jnp.abs(eqfam[0].surface.R_basis.modes), 1)\n", + " Z_max = jnp.max(jnp.abs(eqfam[0].surface.Z_basis.modes), 1)\n", + "\n", + " # Apply the operation\n", " R_modes = jnp.vstack(\n", " (\n", " [0, 0, 0],\n", - " eq.surface.R_basis.modes[\n", - " jnp.max(jnp.abs(eq.surface.R_basis.modes), 1) != k, :\n", - " ],\n", + " eqfam[0].surface.R_basis.modes[operation(R_max), :],\n", " )\n", " )\n", - " Z_modes = eq.surface.Z_basis.modes[\n", - " jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1) != k, :\n", - " ]\n", + " Z_modes = eqfam[0].surface.Z_basis.modes[operation(Z_max), :]\n", "\n", " # Create constraints\n", " constraints = (\n", - " ForceBalance(eq=eq),\n", - " FixBoundaryR(eq=eq, modes=R_modes),\n", - " FixBoundaryZ(eq=eq, modes=Z_modes),\n", - " FixPressure(eq=eq),\n", - " FixCurrent(eq=eq),\n", - " FixPsi(eq=eq),\n", + " ForceBalance(eq=eqfam[-1]),\n", + " FixBoundaryR(eq=eqfam[-1], modes=R_modes),\n", + " FixBoundaryZ(eq=eqfam[-1], modes=Z_modes),\n", + " FixPressure(eq=eqfam[-1]),\n", + " FixCurrent(eq=eqfam[-1]),\n", + " FixPsi(eq=eqfam[-1]),\n", " )\n", "\n", " # Default optimizer\n", " optimizer = Optimizer(\"proximal-lsq-exact\")\n", "\n", " # Optimize equilibrium\n", - " eq_new, history = eq.optimize(\n", + " eq_new, history = eqfam[-1].optimize(\n", " objective=objective,\n", " constraints=constraints,\n", " optimizer=optimizer,\n", - " maxiter=maxiter,\n", + " maxiter=20,\n", " verbose=3,\n", " copy=True,\n", " options={\n", " \"initial_trust_ratio\": 1.0,\n", " },\n", " )\n", - "\n", - " return eq_new" + " eqfam.append(eq_new)\n", + " return eqfam" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def run_steps(eq,modes=3,target=False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", + " eqfam = EquilibriaFamily(eq)\n", + " for k in range(1,modes+1):\n", + " eqfam = run_step_weights_fam(k, eqfam, target = target, qs_weight=qs_weight, ar_weight=ar_weight, n_wells=n_wells, n_pol=n_pol)\n", + " return eqfam\n", + " " ] }, { @@ -436,23 +403,78 @@ }, { "cell_type": "code", - "execution_count": 38, - "metadata": {}, + "execution_count": 13, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/global/u2/j/jjfrybes/DESC/desc/io/hdf5_io.py:127: RuntimeWarning: \n", + "The object attribute '_rho' was not loaded from the file.\n", + "This is likely because the file containing 'FourierRZToroidalSurface' was created before '_rho' became an attribute of objects of class ''.\n", + "The user may verify that a default value has been set.\n", + "This warning will persist until the file is saved with the new object.\n", + "\n", + "Note to developers: Add 'def _set_up(self)' as a method to class ''\n", + "(or the superclass where this new attribute is assigned) that assigns a value to '_rho'.\n", + "This method is called automatically when a file is loaded.\n", + "Recall that the testing suite will fail on warnings.\n", + " warnings.warn(\n", + "/global/u2/j/jjfrybes/DESC/desc/io/hdf5_io.py:127: RuntimeWarning: \n", + "The object attribute '_shift' was not loaded from the file.\n", + "This is likely because the file containing 'FourierRZCurve' was created before '_shift' became an attribute of objects of class ''.\n", + "The user may verify that a default value has been set.\n", + "This warning will persist until the file is saved with the new object.\n", + "\n", + "Note to developers: Add 'def _set_up(self)' as a method to class ''\n", + "(or the superclass where this new attribute is assigned) that assigns a value to '_shift'.\n", + "This method is called automatically when a file is loaded.\n", + "Recall that the testing suite will fail on warnings.\n", + " warnings.warn(\n", + "/global/u2/j/jjfrybes/DESC/desc/io/hdf5_io.py:127: RuntimeWarning: \n", + "The object attribute '_rotmat' was not loaded from the file.\n", + "This is likely because the file containing 'FourierRZCurve' was created before '_rotmat' became an attribute of objects of class ''.\n", + "The user may verify that a default value has been set.\n", + "This warning will persist until the file is saved with the new object.\n", + "\n", + "Note to developers: Add 'def _set_up(self)' as a method to class ''\n", + "(or the superclass where this new attribute is assigned) that assigns a value to '_rotmat'.\n", + "This method is called automatically when a file is loaded.\n", + "Recall that the testing suite will fail on warnings.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "eqfam = desc.io.load(\"desc/examples/C640.h5\")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ - "eq = get(\"precise_QA\")" + "eq = eqfam[-1]" ] }, { "cell_type": "code", - "execution_count": 39, - "metadata": {}, + "execution_count": 21, + "metadata": { + "tags": [] + }, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -460,20 +482,22 @@ } ], "source": [ - "_, R_eff, L_par = plot_Kd(eq);" + "_, R_eff, L_par = plot_Kd(eq,rho=0.8);" ] }, { "cell_type": "code", - "execution_count": 40, - "metadata": {}, + "execution_count": 22, + "metadata": { + "tags": [] + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "R_eff : [4.95346395 4.99643266 4.95395625 4.91346865 4.93973935]\n", - "L_par : [7.70731601 7.55765939 7.48283108 7.48283108 7.33317446]\n" + "R_eff : [4.68171825 2.95163856 1.77354405 1.19125058 1.09927332]\n", + "L_par : [4.19504405 4.02205254 3.97880467 3.93555679 3.24359076]\n" ] } ], @@ -482,6 +506,26 @@ "print(f\"L_par : {L_par}\")" ] }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "6.000600589585463\n" + ] + } + ], + "source": [ + "a = eq.compute(\"R0/a\")[\"R0/a\"]\n", + "print(a)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -491,7 +535,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -534,8 +578,10 @@ }, { "cell_type": "code", - "execution_count": 42, - "metadata": {}, + "execution_count": null, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def generate_weights(num_weights=4, min_weight=1, max_weight=100):\n", @@ -563,7 +609,7 @@ " return weight_combinations\n", "\n", "\n", - "def run_all_experiments(eq, weight_combinations, maxiter=3):\n", + "def run_all_experiments(eq, weight_combinations, maxiter=20):\n", " \"\"\"\n", " Run a series of optimizations for each weight combination and store results.\n", "\n", @@ -588,11 +634,12 @@ " eq_new = run_step_weights(\n", " k=1,\n", " eq=eq_test,\n", + " target=True,\n", " maxiter=maxiter,\n", " qs_weight=qs_weight,\n", " aspect_ratio_weight=ar_weight,\n", " n_wells=5,\n", - " n_pol=8,\n", + " n_pol=11,\n", " )\n", " # Append the new equilibrium to the family\n", " eqfam.append(eq_new)\n", @@ -626,14 +673,140 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# # Generate the weight combinations and run experiments\n", + "# weight_combinations = generate_weights(num_weights=4)\n", + "# eqfam, results_df = run_all_experiments(eq, weight_combinations)\n", + "\n", + "# # Display the results\n", + "# print(results_df)" + ] + }, + { + "cell_type": "markdown", "metadata": {}, + "source": [ + "### Check influence of different boundary mode number ###" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def generate_weights(num_weights=4, min_weight=1, max_weight=8):\n", + " \"\"\"\n", + " Generate logarithmically spaced weights for optimization parameters between min_weight and max_weight.\n", + "\n", + " Parameters:\n", + " - num_weights: Number of weights to generate for each parameter.\n", + " - min_weight: Minimum weight value.\n", + " - max_weight: Maximum weight value.\n", + "\n", + " Returns:\n", + " - A list of tuples (qs_weight, aspect_ratio_weight) with all combinations of weights.\n", + " \"\"\"\n", + " # Generate weights in log space between min_weight and max_weight\n", + " qs_weights = [5,7,9,11]\n", + " aspect_ratio_weights = [5,7,9,11]\n", + "\n", + " # Create all combinations of the weights\n", + " weight_combinations = [(qs, ar) for qs in qs_weights for ar in aspect_ratio_weights]\n", + " return weight_combinations\n", + "\n", + "\n", + "def run_all_experiments(eq, weight_combinations, k=1, maxiter=20):\n", + " \"\"\"\n", + " Run a series of optimizations for each weight combination and store results.\n", + "\n", + " Parameters:\n", + " - eq: Initial DESC equilibrium object.\n", + " - weight_combinations: List of (qs_weight, aspect_ratio_weight) tuples.\n", + " - maxiter: Maximum number of iterations for each optimization.\n", + " - method: Optimization method for DESC.\n", + " - target_type: Target type for effective radius optimization.\n", + "\n", + " Returns:\n", + " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", + " - results_df: Pandas DataFrame containing the weight values for each run.\n", + " \"\"\"\n", + " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", + " results = [] # List to store weight values for each experiment\n", + "\n", + " for qs_weight, ar_weight in weight_combinations:\n", + " eq_test = eq.copy()\n", + " try:\n", + " # Run optimization for each weight combination\n", + " eq_new = run_step_weights_target(\n", + " k=k,\n", + " eq=eq_test,\n", + " target = True,\n", + " maxiter=maxiter,\n", + " qs_weight=qs_weight,\n", + " aspect_ratio_weight=ar_weight,\n", + " n_wells=5,\n", + " n_pol=8,\n", + " )\n", + " # Append the new equilibrium to the family\n", + " eqfam.append(eq_new)\n", + " # Log the weight values\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Success\",\n", + " }\n", + " )\n", + " print(\n", + " f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", + " )\n", + " except Exception as e:\n", + " print(\n", + " f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", + " )\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Failed\",\n", + " }\n", + " )\n", + "\n", + " # Convert results to a DataFrame\n", + " results_df = pd.DataFrame(results)\n", + " return eqfam, results_df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# weight_combinations = generate_weights()\n", + "# eqfam,results_df = run_all_experiments(eq,weight_combinations,k=3,maxiter=20)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "tags": [] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + "/tmp/ipykernel_1109315/3092260248.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", " R_modes = jnp.vstack(\n" ] }, @@ -643,1545 +816,505 @@ "text": [ "Building objective: QS two-term\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 839 ms\n", + "Timer: Precomputing transforms = 90.2 ms\n", "Building objective: Effective radius\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 201 us\n", + "Timer: Precomputing transforms = 127 us\n", "Building objective: aspect ratio\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 43.6 ms\n", - "Timer: Objective build = 1.89 sec\n", + "Timer: Precomputing transforms = 62.9 ms\n", + "Timer: Objective build = 314 ms\n", "Building objective: force\n", "Precomputing transforms\n", - "Timer: Precomputing transforms = 729 ms\n", - "Timer: Objective build = 804 ms\n", - "Timer: Proximal projection build = 10.7 sec\n", + "Timer: Precomputing transforms = 99.7 ms\n", + "Timer: Objective build = 127 ms\n", + "Timer: Proximal projection build = 6.84 sec\n", "Building objective: lcfs R\n", "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", "Building objective: fixed current\n", "Building objective: fixed Psi\n", - "Timer: Objective build = 645 ms\n", - "Timer: Linear constraint projection build = 3.18 sec\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 14.6 sec\n", + "Building objective: fixed ion temperature\n", + "Building objective: fixed electron temperature\n", + "Building objective: fixed electron density\n", + "Building objective: fixed atomic number\n", + "Timer: Objective build = 400 ms\n", + "Timer: Linear constraint projection build = 3.30 sec\n", + "Number of parameters: 48\n", + "Number of objectives: 3681\n", + "Timer: Initializing the optimization = 10.6 sec\n", "\n", "Starting optimization\n", "Using method: proximal-lsq-exact\n", " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.755e+02 \n", - " 1 2 5.756e+00 9.331e+00 1.035e-01 6.997e+01 \n", - " 2 4 3.783e+00 1.974e+00 8.969e-02 1.338e+01 \n", - " 3 16 3.783e+00 0.000e+00 0.000e+00 1.338e+01 \n", - "Warning: Maximum number of function evaluations has been exceeded.\n", - " Current function value: 3.783e+00\n", - " Total delta_x: 1.797e-01\n", - " Iterations: 3\n", - " Function evaluations: 16\n", - " Jacobian evaluations: 3\n", - "Timer: Solution time = 2.65 min\n", - "Timer: Avg time per step = 39.7 sec\n", + " 0 1 1.437e+00 4.878e+01 \n", + " 1 4 1.437e+00 6.397e-04 3.333e-02 1.960e+02 \n", + " 2 5 1.321e+00 1.159e-01 1.132e-02 4.325e+01 \n", + " 3 6 1.279e+00 4.188e-02 1.823e-02 1.824e+02 \n", + " 4 9 1.221e+00 5.808e-02 2.938e-03 8.984e+00 \n", + " 5 10 1.176e+00 4.522e-02 5.287e-03 1.507e+01 \n", + " 6 11 1.137e+00 3.836e-02 7.721e-03 7.709e+01 \n", + " 7 12 1.122e+00 1.514e-02 1.329e-02 1.531e+02 \n", + " 8 13 1.103e+00 1.938e-02 1.453e-02 5.846e+01 \n", + " 9 15 1.082e+00 2.035e-02 4.220e-03 1.943e+01 \n", + " 10 39 1.082e+00 0.000e+00 0.000e+00 1.943e+01 \n", + "Warning: A bad approximation caused failure to predict improvement.\n", + " Current function value: 1.082e+00\n", + " Total delta_x: 8.386e-02\n", + " Iterations: 10\n", + " Function evaluations: 39\n", + " Jacobian evaluations: 10\n", + "Timer: Solution time = 15.5 min\n", + "Timer: Avg time per step = 1.40 min\n", "==============================================================================================================\n", " Start --> End\n", - "Total (sum of squares): 1.530e+01 --> 3.843e+00, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 8.917e-02 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 3.059e-05 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.286e-02 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 9.968e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.419e-05 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.438e-02 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.525e+00 --> 1.085e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 9.550e-01 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.474e+00 --> 1.017e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.525e+00 --> 1.085e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 9.550e-01 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.474e+00 --> 1.017e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 4.663e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 4.186e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 3.731e-04 (N)\n", - "Average absolute Force error: 5.532e-01 --> 1.618e+00 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 3.029e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 2.699e-10 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 1.171e-06 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Total (sum of squares): 1.397e+00 --> 1.090e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 3.962e+00 --> 7.800e+00 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.419e-04 --> 1.255e-04 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 3.907e-01 --> 4.069e-01 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 3.208e-02 --> 6.315e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.958e-06 --> 1.016e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 3.163e-03 --> 3.294e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 1.204e+00 --> 9.803e-01 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.551e-01 --> 1.981e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 5.622e-01 --> 4.549e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 1.204e+00 --> 9.803e-01 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.551e-01 --> 1.981e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 5.622e-01 --> 4.549e-01 (normalized)\n", + "Aspect ratio: 5.969e+00 --> 5.975e+00 (dimensionless)\n", + "Maximum absolute Force error: 9.640e+04 --> 1.260e+06 (N)\n", + "Minimum absolute Force error: 5.833e-01 --> 1.650e+00 (N)\n", + "Average absolute Force error: 3.282e+03 --> 4.392e+03 (N)\n", + "Maximum absolute Force error: 2.660e-04 --> 3.478e-03 (normalized)\n", + "Minimum absolute Force error: 1.610e-09 --> 4.555e-09 (normalized)\n", + "Average absolute Force error: 9.057e-06 --> 1.212e-05 (normalized)\n", + "R boundary error: 0.000e+00 --> 1.102e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 7.918e-19 (m)\n", + "Fixed current profile error: 0.000e+00 --> 1.013e-06 (A)\n", "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=1.0, ar_weight=1.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" + "Fixed ion temperature profile error: 0.000e+00 --> 0.000e+00 (eV)\n", + "Fixed electron temperature profile error: 0.000e+00 --> 0.000e+00 (eV)\n", + "Fixed electron density profile error: 0.000e+00 --> 0.000e+00 (m^-3)\n", + "Fixed atomic number profile error: 0.000e+00 --> 0.000e+00 (dimensionless)\n", + "==============================================================================================================\n" ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 75.1 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 183 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 42.4 ms\n", - "Timer: Objective build = 240 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 81.4 ms\n", - "Timer: Objective build = 96.7 ms\n", - "Timer: Proximal projection build = 1.50 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 123 ms\n", - "Timer: Linear constraint projection build = 325 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.03 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.755e+02 \n", - " 1 3 1.101e+01 4.075e+00 5.892e-02 1.136e+02 \n", - " 2 4 9.013e+00 1.999e+00 9.524e-02 4.326e+02 \n", - " 3 7 7.291e+00 1.722e+00 1.601e-02 9.479e+01 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 7.291e+00\n", - " Total delta_x: 1.378e-01\n", - " Iterations: 3\n", - " Function evaluations: 7\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 1.41 min\n", - "Timer: Avg time per step = 21.1 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.513e+01 --> 7.265e+00, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.628e-01 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.264e-05 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 3.489e-02 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.819e-01 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.413e-05 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 3.900e-02 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.523e+00 --> 1.529e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.037e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 1.285e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.523e+00 --> 1.529e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.037e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.460e+00 --> 1.285e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.804e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 2.392e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 2.312e-04 (N)\n", - "Average absolute Force error: 5.532e-01 --> 9.377e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.730e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 1.673e-10 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 6.785e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=1.0, ar_weight=4.6415888336127775\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 79.3 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 196 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 47.2 ms\n", - "Timer: Objective build = 255 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 86.5 ms\n", - "Timer: Objective build = 103 ms\n", - "Timer: Proximal projection build = 1.58 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 127 ms\n", - "Timer: Linear constraint projection build = 355 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.16 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.755e+02 \n", - " 1 3 1.082e+01 4.269e+00 6.467e-02 2.151e+02 \n", - " 2 4 1.042e+01 3.994e-01 4.975e-02 5.938e+02 \n", - " 3 5 9.235e+00 1.184e+00 2.224e-02 1.091e+02 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 9.235e+00\n", - " Total delta_x: 7.603e-02\n", - " Iterations: 3\n", - " Function evaluations: 5\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 1.25 min\n", - "Timer: Avg time per step = 18.7 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.508e+01 --> 9.200e+00, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.112e-01 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.064e-05 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.010e-02 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.243e-01 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.189e-05 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.246e-02 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.501e+00 --> 1.962e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.624e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 1.812e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.501e+00 --> 1.962e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 1.624e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 1.812e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.988e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 2.425e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 4.278e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 9.354e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.755e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 3.095e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 6.768e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=1.0, ar_weight=21.54434690031882\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.9 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 220 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 44.6 ms\n", - "Timer: Objective build = 252 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 90.7 ms\n", - "Timer: Objective build = 110 ms\n", - "Timer: Proximal projection build = 1.55 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 125 ms\n", - "Timer: Linear constraint projection build = 340 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.12 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.755e+02 \n", - " 1 3 1.350e+01 1.583e+00 7.345e-02 4.671e+03 \n", - " 2 4 1.099e+01 2.515e+00 5.489e-02 4.470e+03 \n", - " 3 6 7.898e+00 3.092e+00 2.999e-02 1.334e+03 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 7.898e+00\n", - " Total delta_x: 1.259e-01\n", - " Iterations: 3\n", - " Function evaluations: 6\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 1.29 min\n", - "Timer: Avg time per step = 19.3 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.521e+01 --> 7.781e+00, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.495e-01 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.170e-05 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.949e-02 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.671e-01 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.426e-05 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 3.296e-02 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.546e+00 --> 1.763e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.430e+00 --> 1.179e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.466e+00 --> 1.481e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.546e+00 --> 1.763e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.430e+00 --> 1.179e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.466e+00 --> 1.481e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.993e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 8.436e+00 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 2.764e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 2.428e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 6.104e-06 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 2.000e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 1.757e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=1.0, ar_weight=99.99999999999996\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.6 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 159 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 40.2 ms\n", - "Timer: Objective build = 236 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 85.1 ms\n", - "Timer: Objective build = 101 ms\n", - "Timer: Proximal projection build = 1.50 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 137 ms\n", - "Timer: Linear constraint projection build = 333 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.06 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.757e+02 \n", - " 1 2 8.587e+00 6.500e+00 5.757e-02 5.175e+02 \n", - " 2 3 4.723e+00 3.864e+00 9.408e-02 6.924e+01 \n", - " 3 5 4.185e+00 5.372e-01 4.830e-02 8.620e+00 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 4.185e+00\n", - " Total delta_x: 1.792e-01\n", - " Iterations: 3\n", - " Function evaluations: 5\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 1.19 min\n", - "Timer: Avg time per step = 17.9 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.532e+01 --> 4.227e+00, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.095e-02 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 3.754e-08 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.995e-03 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.224e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 4.196e-08 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.230e-03 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.537e+00 --> 1.027e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 6.757e-01 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.475e+00 --> 8.497e-01 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.537e+00 --> 1.027e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.454e+00 --> 6.757e-01 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.475e+00 --> 8.497e-01 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 3.892e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.455e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 4.655e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 4.188e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.053e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 3.368e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.030e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=4.6415888336127775, ar_weight=1.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 81.8 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 273 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 45.3 ms\n", - "Timer: Objective build = 255 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 91.4 ms\n", - "Timer: Objective build = 109 ms\n", - "Timer: Proximal projection build = 1.55 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 128 ms\n", - "Timer: Linear constraint projection build = 341 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.10 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.757e+02 \n", - " 1 2 1.328e+01 1.803e+00 1.632e-02 1.392e+03 \n", - " 2 3 1.315e+01 1.388e-01 8.654e-03 2.430e+02 \n", - " 3 7 1.289e+01 2.582e-01 2.925e-03 1.369e+02 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 1.289e+01\n", - " Total delta_x: 2.446e-02\n", - " Iterations: 3\n", - " Function evaluations: 7\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 1.21 min\n", - "Timer: Avg time per step = 18.2 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.509e+01 --> 1.289e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.044e-02 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 7.437e-06 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 4.612e-03 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.285e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 8.313e-06 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 5.155e-03 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.080e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.077e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.078e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.080e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.077e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.078e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.664e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.611e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 2.851e-04 (N)\n", - "Average absolute Force error: 5.532e-01 --> 4.831e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.166e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 2.063e-10 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.495e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=4.6415888336127775, ar_weight=4.6415888336127775\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.0 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 260 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 43.3 ms\n", - "Timer: Objective build = 245 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 86.5 ms\n", - "Timer: Objective build = 103 ms\n", - "Timer: Proximal projection build = 1.51 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 127 ms\n", - "Timer: Linear constraint projection build = 338 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.07 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.757e+02 \n", - " 1 2 1.427e+01 8.212e-01 1.963e-02 1.545e+03 \n", - " 2 6 1.405e+01 2.114e-01 2.033e-03 1.783e+02 \n", - " 3 8 1.397e+01 8.098e-02 6.936e-04 1.173e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.397e+01\n", - " Total delta_x: 2.041e-02\n", - " Iterations: 3\n", - " Function evaluations: 8\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 1.20 min\n", - "Timer: Avg time per step = 18.0 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.508e+01 --> 1.398e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.111e-02 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 8.996e-06 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 4.331e-03 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.359e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.006e-05 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 4.841e-03 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.478e+00 --> 2.292e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.286e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.290e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.478e+00 --> 2.292e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.286e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.290e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.982e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.974e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 6.250e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.655e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.428e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 4.522e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 4.092e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=4.6415888336127775, ar_weight=21.54434690031882\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 85.5 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 286 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 47.6 ms\n", - "Timer: Objective build = 267 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 93.8 ms\n", - "Timer: Objective build = 111 ms\n", - "Timer: Proximal projection build = 1.57 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 135 ms\n", - "Timer: Linear constraint projection build = 355 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.16 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.756e+02 \n", - " 1 2 1.442e+01 6.715e-01 2.006e-02 1.667e+03 \n", - " 2 6 1.408e+01 3.348e-01 2.061e-03 1.640e+02 \n", - " 3 8 1.403e+01 5.567e-02 1.487e-03 1.317e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.403e+01\n", - " Total delta_x: 2.052e-02\n", - " Iterations: 3\n", - " Function evaluations: 8\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 1.32 min\n", - "Timer: Avg time per step = 19.8 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.508e+01 --> 1.401e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 2.026e-02 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.432e-05 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 4.341e-03 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.264e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.601e-05 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 4.853e-03 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.302e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.297e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.300e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.302e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.297e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.300e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 6.000e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.986e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 1.954e-04 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.866e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.437e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 1.414e-10 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 4.244e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=4.6415888336127775, ar_weight=99.99999999999996\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 89.5 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 250 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 49.8 ms\n", - "Timer: Objective build = 278 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 100 ms\n", - "Timer: Objective build = 119 ms\n", - "Timer: Proximal projection build = 1.70 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 135 ms\n", - "Timer: Linear constraint projection build = 348 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.28 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.784e+02 \n", - " 1 2 1.459e+01 4.980e-01 5.311e-03 1.172e+03 \n", - " 2 3 1.452e+01 7.029e-02 2.929e-03 2.389e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.452e+01\n", - " Total delta_x: 8.143e-03\n", - " Iterations: 2\n", - " Function evaluations: 3\n", - " Jacobian evaluations: 3\n", - "Timer: Solution time = 55.6 sec\n", - "Timer: Avg time per step = 18.5 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.510e+01 --> 1.452e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 4.924e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.524e-07 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 9.045e-04 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 5.505e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.704e-07 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.011e-03 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.372e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.341e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.356e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.372e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.341e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.356e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.838e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.632e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 7.501e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 4.424e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.181e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 5.427e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.201e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=21.54434690031882, ar_weight=1.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 84.3 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 332 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 45.8 ms\n", - "Timer: Objective build = 263 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 89.7 ms\n", - "Timer: Objective build = 109 ms\n", - "Timer: Proximal projection build = 1.65 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 139 ms\n", - "Timer: Linear constraint projection build = 371 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.26 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.784e+02 \n", - " 1 2 1.473e+01 3.577e-01 3.897e-03 8.294e+02 \n", - " 2 3 1.472e+01 9.652e-03 1.430e-03 1.503e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.472e+01\n", - " Total delta_x: 5.125e-03\n", - " Iterations: 2\n", - " Function evaluations: 3\n", - " Jacobian evaluations: 3\n", - "Timer: Solution time = 53.8 sec\n", - "Timer: Avg time per step = 17.9 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.509e+01 --> 1.472e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 3.424e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.697e-07 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 6.256e-04 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 3.827e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.014e-07 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 6.993e-04 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.411e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.380e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.392e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.411e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.380e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.392e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.897e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.750e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 5.319e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 4.605e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.266e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 3.848e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.332e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=21.54434690031882, ar_weight=4.6415888336127775\n" - ] - }, + } + ], + "source": [ + "eq_test = eq5.copy()\n", + "eq6 = run_step_weights(k=3,eq=eq_test,target=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "tags": [] + }, + "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.5 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 224 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 42.0 ms\n", - "Timer: Objective build = 243 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 84.3 ms\n", - "Timer: Objective build = 100 ms\n", - "Timer: Proximal projection build = 1.50 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 122 ms\n", - "Timer: Linear constraint projection build = 359 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.08 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.784e+02 \n", - " 1 2 1.501e+01 8.078e-02 8.811e-04 1.604e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.501e+01\n", - " Total delta_x: 8.811e-04\n", - " Iterations: 1\n", - " Function evaluations: 2\n", - " Jacobian evaluations: 2\n", - "Timer: Solution time = 46.2 sec\n", - "Timer: Avg time per step = 23.1 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.509e+01 --> 1.501e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.630e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 3.446e-08 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.444e-04 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.822e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.852e-08 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.732e-04 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.465e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.426e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.443e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.477e+00 --> 2.465e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.440e+00 --> 2.426e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.443e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.986e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.857e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 1.699e-06 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.395e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.344e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 1.230e-12 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.903e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=21.54434690031882, ar_weight=21.54434690031882\n" - ] - }, + "data": { + "text/plain": [ + "(Grid at 0x7f432ca7a100 (L=0, M=0, N=0, NFP=1, sym=False, is_meshgrid=False, node_pattern=custom, coordinates=rtz),\n", + " Array([2.81897045, 1.50717186, 0.99029553, 0.73249988, 0.58120144], dtype=float64),\n", + " Array([4.73994757, 4.64419106, 4.54843454, 4.40479977, 3.97389544], dtype=float64))" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plot_Kd(eq)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "tags": [] + }, + "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.0 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 246 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 42.8 ms\n", - "Timer: Objective build = 244 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 84.8 ms\n", - "Timer: Objective build = 101 ms\n", - "Timer: Proximal projection build = 1.49 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 122 ms\n", - "Timer: Linear constraint projection build = 322 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.02 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.509e+01 2.783e+02 \n", - " 1 2 1.505e+01 3.567e-02 1.009e-03 9.700e+01 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.505e+01\n", - " Total delta_x: 1.009e-03\n", - " Iterations: 1\n", - " Function evaluations: 2\n", - " Jacobian evaluations: 2\n", - "Timer: Solution time = 43.6 sec\n", - "Timer: Avg time per step = 21.8 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.509e+01 --> 1.505e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.619e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 8.353e-08 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 2.328e-04 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.810e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 9.337e-08 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.602e-04 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.473e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.432e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.450e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.473e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.439e+00 --> 2.432e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.450e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.999e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.784e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 5.721e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.389e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.291e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 4.140e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.899e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=21.54434690031882, ar_weight=99.99999999999996\n" - ] - }, + "data": { + "text/plain": [ + "(Grid at 0x7f370f05f1f0 (L=0, M=0, N=0, NFP=1, sym=False, is_meshgrid=False, node_pattern=custom, coordinates=rtz),\n", + " Array([2.67053924, 1.41577526, 0.9293027 , 0.68658919, 0.5424839 ], dtype=float64),\n", + " Array([4.61780222, 4.5225898 , 4.42737739, 4.23695255, 3.85610288], dtype=float64))" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plot_Kd(eq4)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "tags": [] + }, + "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 77.2 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 237 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 39.8 ms\n", - "Timer: Objective build = 234 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.6 ms\n", - "Timer: Objective build = 93.9 ms\n", - "Timer: Proximal projection build = 1.45 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 122 ms\n", - "Timer: Linear constraint projection build = 324 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 1.98 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.516e+01 3.370e+02 \n", - " 1 2 1.515e+01 6.966e-03 2.581e-04 5.896e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.515e+01\n", - " Total delta_x: 2.581e-04\n", - " Iterations: 1\n", - " Function evaluations: 2\n", - " Jacobian evaluations: 2\n", - "Timer: Solution time = 46.9 sec\n", - "Timer: Avg time per step = 23.4 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.515e+01 --> 1.515e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.043e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.799e-07 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 8.347e-05 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.165e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.011e-07 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 9.330e-05 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.994e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.985e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 9.284e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.032e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.436e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 6.718e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.641e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=99.99999999999996, ar_weight=1.0\n" - ] - }, + "data": { + "text/plain": [ + "(Grid at 0x7f36eee82730 (L=0, M=0, N=0, NFP=1, sym=False, is_meshgrid=False, node_pattern=custom, coordinates=rtz),\n", + " Array([2.42269474, 1.25851918, 0.83607627, 0.63152935, 0.51062087], dtype=float64),\n", + " Array([4.72258633, 4.72258633, 4.62521342, 4.43046759, 3.89491656], dtype=float64))" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plot_Kd(eq5)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "tags": [] + }, + "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 76.3 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 237 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 41.5 ms\n", - "Timer: Objective build = 236 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.9 ms\n", - "Timer: Objective build = 94.0 ms\n", - "Timer: Proximal projection build = 1.54 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 125 ms\n", - "Timer: Linear constraint projection build = 362 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 2.12 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.516e+01 3.370e+02 \n", - " 1 2 1.515e+01 6.482e-03 2.537e-04 5.884e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.515e+01\n", - " Total delta_x: 2.537e-04\n", - " Iterations: 1\n", - " Function evaluations: 2\n", - " Jacobian evaluations: 2\n", - "Timer: Solution time = 42.6 sec\n", - "Timer: Avg time per step = 21.3 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.515e+01 --> 1.515e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.042e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.957e-08 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 8.324e-05 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.165e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.306e-08 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 9.305e-05 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.475e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.453e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.994e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.985e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 1.008e-04 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.032e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.436e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 7.291e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.641e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=99.99999999999996, ar_weight=4.6415888336127775\n" - ] + "data": { + "text/plain": [ + "(Grid at 0x7f432790ed00 (L=0, M=0, N=0, NFP=1, sym=False, is_meshgrid=False, node_pattern=custom, coordinates=rtz),\n", + " Array([1.93828894, 0.99088716, 0.67122815, 0.50502402, 0.39165736], dtype=float64),\n", + " Array([4.7422983 , 4.64246044, 4.59254151, 4.54262258, 4.09335222], dtype=float64))" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plot_Kd(eq6)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
, )" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_qs_error(eq)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
, )" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 77.8 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 240 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 40.3 ms\n", - "Timer: Objective build = 239 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 81.0 ms\n", - "Timer: Objective build = 97.7 ms\n", - "Timer: Proximal projection build = 1.46 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 122 ms\n", - "Timer: Linear constraint projection build = 320 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 1.99 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.516e+01 3.370e+02 \n", - " 1 2 1.515e+01 1.189e-02 1.845e-04 3.821e+02 \n", - "Optimization terminated successfully.\n", - "`ftol` condition satisfied.\n", - " Current function value: 1.515e+01\n", - " Total delta_x: 1.845e-04\n", - " Iterations: 1\n", - " Function evaluations: 2\n", - " Jacobian evaluations: 2\n", - "Timer: Solution time = 42.7 sec\n", - "Timer: Avg time per step = 21.3 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.515e+01 --> 1.515e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.042e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.035e-07 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 7.681e-05 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.165e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.156e-07 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 8.586e-05 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.476e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.454e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.476e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.436e+00 --> 2.437e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.454e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.996e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.948e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 7.419e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.091e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.409e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 5.368e-11 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 3.684e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", - "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=99.99999999999996, ar_weight=21.54434690031882\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_qs_error(eq6)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_737316/2994765076.py:35: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] + "data": { + "image/png": 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66tmzl/J/otSji+Eqb66C6tIhL+X7QKmcOXKqM6fOqfBwUTEPD5ffXdALpf4cN1316jJAeZ1V6v4JpQoVKKpOHpXfQ4TquFJK/frrr68Uw6OuI7LyuIeHh6pWrZpSSqkTJ06onDlzqrCwMPX06VNVrFixV+fUrFlT3bhxQz179kzdvn1bPX/+XJUsWVIdOHBAKaXU2rVrVVhYmFJKqYEDB6r//vtPKRW7Uvo333yjxo4dq5RSKjAwUGXLlk09ffpUKaWUs7Oz8vb2VkopVaRIkVeq6aai1cw1FkeFw8l5sON7yPcB9D+XQPpySolnc/26bDdugKfnm5uzM+TIAe7ukD27PNavD9myiReSObN4KtaMKxoM4oW5uIiXZAxhYeDlBXfuwO3b8lkvX4aNG+V34ekpn61QIdkKF5atZElwdY12CXkbiNLGje2w62fYPRLq/AKFW5vp13PWOnLmS5cuJUWKFJw6dQpnZ2dmzJjxqto3Jk4cPY3nlfuM/uVXHFNAyTLFCHR5QMpMGcEARYsXxmB4XS1scAAnB7h49TSFSuQlY1EIDYZcOXNz2OMs2VIWJn26DKRIIarj+fLlY9euXUatP0KdPE2aNOTKlQs7O7tXSuVRSZMmDa6urrRq1Yp+/fpRqVIlAJInT87XX39N+vTpOX/+PGXKlHnr3KicPn2aHj16AODs7EzatGm5evUq5cuXJ1OmTLi+/F5FqJVH1x6UkGgDpXlnvD1hbQ8Ieg4d10nzqEmEh8tF+OrVN7cIo2RvD3nyyJY7NxQvDs2aQc6csqVKZZbPZXXs7V+H+ipUePv5sDC4eRMuXICLF+HwYZgzR4xC5sxQqpRsFSvK9vLiYjBAnnqQu66oVWz/Bvb/Lj1WOWtY8gOaBx8fH9KkSfMqdAVywY9cLBGBnZ0dYaGwb9Mp8mUpiZOTMyP/EGXyVatWvaGRF1OOpmTJkq/GZzg4wa2716n2QXFSZIDHjx/hedyPbEVSRqtWfu3aNTIZe8MSCyNHjsTNzY0+ffpw/fp1MmbMSJs2bTh16hQ5cuTg+fPnr46NTSm9ZMmSXLt2DYDAwECePXtG/vz5Y/385kQbKM07cXIebB0Clb+SJLxdbN+owEC5kJ47J4+XLsl25YpcPPPnly1fPujQQR5z54a0aS31cRIX9vaQN69sTZu+3h8WJr/TkyfhxAn45Rc4dkwMfJUqUKMG1KuHIWNG8jUUzb8zi2F1F8hQFOr9BhmLWu1TvRNBQUH069cPJ6fXjWAXL17Ezc2NIUOGcPLkSezt7UmdOjVlypShTKmyfNH3W1zdUvLjqG/45tuv+emnn3BwkC9yy5YtWb58OT4+PowaNYqhQ4fi6PimwGOPHj346quvGD58OM+ePeOzzz6jcBFRvXFL58bS9bO4Nek+N+9fYu6CvwCoX78+s2fPxmAw8PXXX7+hPB6hXH78+HHWrl2Lp6cnHh4eeHp64uPjw/Lly0mePDmenp5Mnz6dpk2bMnr0aIYMGcKoUaM4deoUY8eOpW/fvgwYMIBq1apx4MABLl26RJMmTWJVSv/222/58ssvGTVqFLdu3WLKlCmkSZOG2bNn4+Pjw7///oubm9sr5fIRI0aY9f9TV/Fp4kVIAGz4FO4ehDZLRQvvDby94fhxOHJELo5nzsjdft68ULSohKQKFpStQIGk6wXZCsHBcOoU7N8PO3eCh4cYrAYNZKtendBwR45Ok2KK4h9BreGism4KtlTFFxdBfvDsmshopYj/RIhYyZUrFzdv3iQsWPQVQwPBLZ/xY1ySIrqKT2NWvD1haUtIXxB6HpJqMfz9Yft22XbskFxRqVJQrhy0aAE//iiGyElLHFgFJycoX162zz6TEvnDh2HzZvjmG7h+HYcWLajUti3FT9RhxwgnJheS/FTpbklP1SP4BTy7KoMkXd5O1yUIU6dOxcfHh4ULF9KpUyfS5oEXD0W5Pm1ucE5tnvdNSmgPSmMSD07BoiZQ6Quo/IXCsGUzzJ8PGzZA2bJQrx7UqSP/dtD3P4mGW7dgxQrZLl2CFi14XLUba/+qRliIgcaTwb1i3C+TGDyosGAxEqmzQzIrRI+DnsOzGzJCJUVGy7+/tdEelMYs3PCAFe3hg8lQ1HkNlB0u+Y6+fWHCBOnf0SROcuSAL7+U7fZtWLaM9L/3phtwv3RPVjf/hNztM1DnF3COIxqrLNj0aSrhYfD0qoxreWfjFNHzFhoqhT4RDdt2dpIftIve7XROLROcn1yW6tf3aZqyqf6Q9qA0RnFjB6zoAO1nPyXHov6SgB87VpLzNnox0rwjSsG+fTBrFmr1Gu6la8jeFwMpNbsaBZtFf8qNGzdIlSoV6dKls0kj5XNLxpekyW3i1zY0FF68kM3PTwp+QkLkRRwdxRhFNGuHh4vhcnJ63VqQLBmkTv1GiDs0GJ5ckvzX+2CklFI8efIEX19fcuc2TttMGyhNnHjugWWtocNML7L/UBdq1RLjlMxKc9M1lsfbG/75h5D/TeDx04xcL/M1JZc3J2XWN72EkJAQ7ty5Q2BgoHXWGQuhQeD/CFJmMVJFIzxccqsvXogyiLOzGJiIxwhZq+hQSoxaSIhswcFi1OztxWAlTw7OzoSHGfDzEq/0fchJubi44O7u/lYlZExoA6WJFa8zML8utJkXSO5vK0LLlvDTT9prel8JCyN06Sr8v/qNkEe+BHQdTLZJH2NI5mLtlcVKWDDMLAvVv4diHeI4+MEDGDkSFi6E6tWhc2fpu3vXG7KwMCn737oVli4VKa2ePXlevxt/tcxMo4kyiFLzmiRWm6NJSF48hCXNZZRD7m3fSUm4Nk7vN/b2OHzUhtT3DsO06YQtXUmgWx6CR/8pXoaNcnAiuOYUDcIYef5cqk2LFhUv6dIlWLcO2rVLmGiBvb1UtX77rRiqJUvg+nVS1y9Mn6IfsbfnVe6bJmie5NEGShMtYSES1iveCYpX9YS//4Zp07Rx0ggGA+l61SLbow2cbLeBOyO2EJKjoHxP4jECwpwE+8GBl0oZMX59Dx4UhZKbN6V/b9w44yWp4oPBICX/s2aBpyfJqxelW2glHtboz4tT9833vokMbaA00bJnNDimgNojgEmToEcPMLPulibx4eAClf8uhd3m/1ht9w9Phs4mvFgJWL365WwK63N4iox4yVAkmieVgvHjoXlz+PNPaZnIaeEpj6lTw/ff43DjEm4lkmNfrhjhI3+RHNZ7js5Bad7i3jFY2FhGZKTOhoT2liyB0qWtvTSNDRP0HDZ9rmDDRhqn+handMngt9+gZk2rrSnYD/7MK4Mc3zJQ4eFy43X2LCxbJrJaVkaFw+pantS81xu3tE/FIy0SnWV9P9AelOYNVLgIvzYc99I4RcxOKlnS2kvT2DjOqaHFHAMFp3/Anz4nuJRnEKpLF+jYEe7etcqajs2EXLWiMU5KQb9+Ika8a5dNGCcQxY56S3Myx3cTT2v1FOM+dqzNhU0thTZQmjc4t1x0wop3ernj9m3IlSvmclqNJgqFPoSeR+zYe+MjlhU+T0iWvHKD8/vvUnJtIZSCYzOg4mfRPPHFF3D6NPz3n5R82xCpskCzWQYWrOhD0LZDsHatyIVFUiR/X9BXHc0rwkNh509Qe1SkZPKTJzr3pDGZNDmh625IWyw5k1eM4t6kA6LTWKqUCNVaAM/doq7vXjnKE3PnwrZtMlfLRkWKCzaHvI1g04Q88ntzd4fKlcXje4/QBkrzimtbJUyTp16knalTS7+GRmMi9o7QYCw0mQaLvsjP3hobUCN/gW7dLBL2Oz4LyvSOUrl35QoMHSp9SGnSmPX935X6Y+D6drixz0kqaPv3l3EpFjLwtoA2UJpXnF8uYxbe+IPOmBHu67JXTfwp0AR6HYHL6w0smvUhAXvPy6yvUqVg9myzVPv5P4HL/0HJzpF2BgfDRx/B8OHS62TjOKcS3cv/+kBokAEGDJDm4fbtpT/rPUAbKA0gfU+X1kKRNlGeyJNHYt/37lllXZqkgWt2qaRLXwRm1UrOww4jxROYPh0aN5aJygnIhX8hX0NI5hZp5/jxkCGDeCKJhILNIVNxafsAoG5dyZv17AkrV1p1bZZAGygNAN43ZC5OavcoT9jZSSXRjh1WWZcm6WDvCA3/gJo/wd+14OLVYnDgAFSrBmXKwLx5CeZNXVgJhSPfbD19KkUaEyYkumbzRn/CkakyIgSAChUkf9a/v5THJ2G0gdIAMp8mTUyVtu3bw5w5Fl2PJulSsjN8tAE2DoRd/3NEffeD6NNNnCiad+/orQd6w+39kL9xpJ2//gqtWsnQzERG6mxQ7VvYOiTSzjJlYMsWGT65apXV1mZutIHSADKGwDVHDE+2bi26ZKdPW3RNmqRLtvLQ8zBc3QTL20Jw3pJw6JBo1ZUqBQsWxNubuvwf5K79ctIzSPjwr79ERzKRUuFTeHQBrm+LtLNECVi/Hvr0gf37rbY2c6INlAYAx2QQFpPWp6OjDLL75hubka/RJH5SZZG8lEta+KsyPLvjJAUMmzZJc2qbNjLmw0QurIRCkVXBJ02CLl0ga9aEWrrFcXCWqr7NX8rQxVeUKSPyTK1ayU1kEkMbKA0go6dfPIzlgIEDRUhzzRpLLUnzHuDgDM1mQdk+8FcVmT1GmTJw5Ahky/b630YSGiReRoGmL3cEBUnfU79+Zlm/JSnUUqYAn5wb5YlGjeCXX6TYxMvLKmszF9pAaQBIlQ2eXovFQXJygqlTxVA9jM2SaTSmYTBICKvlAlHQP78CGXfx55/iSTVpIvkpI7z3OwchfUFIHtFbvmqVhMLy5zfrZ7AEBgM0+EOa6UP8ozzZowd8/LGE4y2o1mFutIHSAKJVFhYcqVIoOmrVgk8+kV6S91QbTGM+8taHzltg0+dwcMLLna1byyiMf/6RMNazZ7G+xo3tkLtupB3Tp0uOJomQtRy4V4Ij06J5cvhwSJsWhgyJ5snEiTZQGkDuzgp9CJfiiuCNGCF3st99Z4llad4zMpeC7vtE5HXzVyJeTJ48sHcv5MghIb/Dh2M8/8b2SEooN27A+fOiY5eEqPUz7B8rSu1vYGcn+ah160QpIwmgDZTmFcU/EnHN0NgGo9rby5d/zRoJu2g0CUyanNB9L9w7Av92hNBAJOQ3cSL88Qc0bSpNt1FCfkG+4HUasld9uWPtWilbd3Ky+GcwJxmLSZXioUnRPJk2Lfz7r4Tiz5+3+NoSGm2gNK/IXkVCfcdmxHFg+vSwebM0Pi5YYJG1ad4vkrlJuE+Fwz8NISAisteqlZSjL14s4b9IOpGeuyFrealIBcRANW9u8bVbgprD4eA4CPSJ5slSpaTvq317CAy08MoSFm2gNG9Q93+w55dIF4SYyJlTjNTQoTJUTaNJYBxcoM1SyFwG5laTXj1AZjft2QNublC1Knh6AnBrL+Ss8fKYZ8+k+q9+faus3dykLwj5GsGRKTEc0K2bNCUPG2bRdSU02kBp3iBTCSjWEdZ0NaJoqkgRGQXw/fcwc6Yllqd5zzDYQaPxULoHzK0OT668fMLZGWbNgu7doVIl2LePu4ekgACQXqpatWxu1lNCUvUbOPQnhARE86TBADNmiLjsrl0WX1tCoQ2U5i3qjwG/B3BgnBEHFy4MO3fC6NESVtCNvBozUPlLqDEM/q4NjyJSKwYDfP45zJmDatmSdAfmka3Cy+e2bJG+oCRMxqLgXjGavqgI0qeXG8euXRPtsENtoDRvYe8koZX9Y0SKJk7y5YN9+2DRIknO6hJ0jRko01NC0PPrwoNTkZ5o3Jins3dRLWwUyf43RL5/+/aJCG0Sp+o3UtEXHhrDAU2bQr16MHiwRdeVUGgDpYmWNLmg/SpY1Rlu7jTihGzZJC9w/jy0bQv+UTsJNZp3p2RnaDQR/mkA946+3u/5qDD7PjwEx46J5/TwYaKY+fSuZK8sGprnYhM1//130ezbt89i60ootIHSxEj2KtBmmYh53jZGi9LVVcYApEwpIzr0oEONGSjaDprOhIUfwO0Dsu/uIchQI50U7tjZiRd186ZV12kpqg4VLyrG6LqrK4wbB337JjqVCW2gNLGSuza0/AeWfCgq0XHi7CxVfS1aSPL61Km4z9FoTKRQC/jwb1jSQsrL7x8TlQUcHcVzqlVLxqMfOGDtpZqdfI1E+uh2bA5Su3YiljthgqWWlSBoA6WJk3wNoeM6WNcrBomVqBgM8MMP8NtvEv9+T8ZTayxL/sbQerHo93mdhQwREb3Dh6V4Yu5c6YPaZEwiNfFisIMKA+FQbH3zBgNMmSKFTC/L8hMD2kBpjMK9InTbC4cmiARNjEnZyHToIOOp+/YVBQBd4adJYPLUhYYTQIW+9CCUgrNnRSC2cWNRPOnSRRp7kzAlu8D17ZF6xaIjXz4YNEh6FxMJ2kBpjMYtL3TfD4/Owd91wNeYwacVK0qYZf58Ee1MZDFwje3j4Cz50lWfwJ1V90TaKEMGebJKFenVGzIEJk+27kLNiHMqKPmJERGOwYOlmCkWPUNbQhsojUkkTwedNkCe+jCzHNzYYcRJOXKI2Oe9e3JXG48hdBpNTDw8CzlrQutFcKD7OYJyRKneK1ZMLsoTJ4ridxL15Ct8Cidmv9QujIkUKeDnn8VQJYLfgzZQGpMx2EHNYdByPqzsBNu/k1EdsZIqlYRbihWTu9r3pMJKY34enoGMxUXFvEbLs5w7V+x1M28EuXPLTdKaNdKrFx5ulbWaE7d8kLk0XFgVx4HdusHTp6JVaONoA6WJN3nqQZ+TcoGYXREenovjBHt7qSLq21c01I4ejeMEjSZuHp4VhW+ATIazZGhflH8awrMbUQ7MlElUT86ehU6dIDiuu6rER5me4kXFir09jBkjuSgbD7lrA6V5J1Jmgg5rofwA+LuWyCOFxyUkMWiQVBQ1bixFFBpNPAkPBW9P8R4AuHKF7F0KUu1bWFAvmjypq6tU9QUESIXfixeWXrJZKdhCRo48vRbHgY0bQ+bMNl88og2U5p0xGOTOrcdBuLga5lQ1wpv68EMpP+/ZU8qBNZp44HMLUmaWQglASqhz5qR8fyjdExbUB//HUU5ycYEVKyBLFlE7T6Q6ddHh4AwlOseizxeBwSBK56NH27Q0mTZQmgTDLS903QmlusK8mrBrRBy5qUqVRGn555/hf/9LFElbjW3x9Gok7ykkBB48AHd3AKp/CwWawT+NICiqDXJwgDlzpBz9gw/AL+p42sRL6R5ioOJsBalT5/WAQxtFGyhNgmKwg3J9oc8JuHsYZpSROT0xUrAg7N8voYYvv0ySyWuN+Xh6FdLmffnD3buSZ3J0fPV83f9BtgqwuFk0YykMBpg6FQoVgiZNkky4L2NRSJ0drm2J48CIhvpRo2z2704bKI1ZcM0u6hM1f4QVHWBNj2hCLRFkzSqe1KFD0KMHhBrTBazRRPGgPD2lpSESBgN8MBlSZYXVXWRC7xvY2clIity5JSeVRESOS3wMZxYZceAHH0jRhI3mgrWB0pgNg0GEPQecl0bCqUXh+F/RXCRAQg1bt0qvVLt2EBRk8fVqEh9vGKhbt2TScxQMdtBiLvjehR3RDZi1s4O//pKc1IcfJvox6QBF2op2Zkhc9tZgkIGjv/5qkXWZijZQGrPjnBoaTYBOm+D4LCmiuHcsmgNTpJDeDDu7JHU3qzEfz65D2jwvf7h/X7zxaHBwgfar4dwSODkvmgPs7WHePEiXDlq2TPQ3SCkzSWjTKIHnDz+U8Oix6P4orYs2UBqLkaU09NgPZXrBoibwX1/wfxLlIGdnWLJESmAbNUpSFVaahOf5HQknA/D48WuJo2hIkQE+Wg/bhsYw48zBARYskBulNm0SfZ9UsQ5w1pgqcgcH6NdPWj9sDG2gNBbFYAelu8OnF8HeGaYUFv2wN3qnHByk9LxoUVFDf/rUauvV2C7BflIl6pL25Y7Hj8UDioX0hUQBfUV7eHwpmgMcHKRgx8EB2re3+UbW2CjcSgRkA72NOLhHD1i5Ep5EvWO0LtpAaayCSxpoPBE+2QbnlsLMMlHuau3spMKqRg2oXVsmpGo0kXh+F1JnkzQKIBfX9OnjPC93HanuW9w0hsIdR0dYulSKdRo2TLSelEsa+awXVxtxcIYMMsNtzhwzr8o0tIHSWJVMJaCLB9QYBqu7yvRe75svnzQYYOxY+cOpVUsKKDSal/jehVTZIu14/NgoAwXixRduA0tbQmh06SYnJ2nm9fCQ718i7dEr3NpIAwUwYIDcFNpQ4642UBqrYzBAkTYw4AJkLAEzy0q1VbDfyydHjIDOncWbSkTD1hIT+8bADY83993wkP22yvM74kG9wogQX2Tq/iIqFOt6xmB/nJ3B1xcePZLvYCIk/wcyceCtHrDoqFBBfn9bt5p9XcaiDZTGZnBMJirpfU6C93WYXAhO/v2yLP3bb0WFumZNuHrV2ktNcmQtDyvavTZSNzzk56zlrbuu2Hh+F1K5R9rx7Jm0KxiJwQ4+nA8PTomOZLSkTAnr18Pff0speiIjeTopTjJqLA7IcMeFC826JlPQBkpjc7hmh1YLod0KODoNZlV4qUbx2Wfw3XcS7jsfdZ6C5l3IXRvaLBOj5PGjPLZZJvttFd970oD7Cn9/qcAzAcdk0H4VeO6Gy+tjOChTJhGY/f572LAh3uu1FgWawyVjJ2u0by8amTYi/aQNlMZmca8kZemVv4R/P4Ll7eBZ/d7SVFi3Lpw4Ye0lJily14Zy/WD3SHm0ZeMEEPAYkkeknJQSA5Usmcmv45YXuu2Ftd2jGdERQYECsGqVeBiJbExMweZweV0MDfJRyZhR5rWtWWP2dRmDNlAam8ZgB8U/krL0jMVgVjnYdvZjQsZMlgqrffusvcQkww0P8VhrDJPHqDkpW8P/SSQDFRwspeEODvF6rRxVodq3sLxNLBNpK1eG2bOlifz69Xi9jzVIlx9cXGNojo+Ojz+2mTCfNlCaRIFjctH163saXnjBn1+35nKH+agPP4Rt26y9vERPRM6pzTKoPeJ1uM+WjVTAE8mxyA8BkDz5O71exc9EeHbjZ7Ec1KKFjKlo1EiKJxIJBZqJF2UULVqIgLOXl1nXZAzaQGkSFamzia7aR+th/6lGrEm1krA2H9lMSCKxcu/ImzmniJzUvSPWXVds+D+GZBEGKp7hvcgYDND8L/DcJcU5MdKvnyhNNGuWaOS48tSHG9uNPDhFCvlsS5eadU3GoA2UJlGSpQx02QkF/6jO8pQbCGjfl+f/i+2qoomNql+/nXPKXVv22yr+UT2odzRQIKLG7f6FrYOlui9GfvlF8lIdOyYK9f0cVeXzBPkaeUKbNjZx06cNlCbRYjBA4ZbQ9no5Ln7ugfrhRy5UG8eLxBN50cST0CCROXJKFbEj9I05UO9CxqLQaKLko2KUCTIYJB/l7w+DByfI+5oTx+SQrTzc2mPkCfXqweHD4ONj1nXFhTZQmkSPvROU/rUQTsf3kP38TE7n/J59Y1T0CgGaJEHAE0jmFknmKIEp/hHkbQRrusUiIuHkBMuWSZ/UggXmWUgCkquOaPMZRYoUUL06bN5s1jXFhU0YKH9/f77++msmT57M8uXLX+2fP38+PXv2pGfPnhyzQSl4jW2RrGQOUl7aQ7k8m8k8tQ9TC4VybnmiVanRxEKQr4xxeYUZ/pMb/gG+92H/77EclDatlJ9/+aVNjquITJ66JuShQPJQ64ytrDAPNmGgVq5cSfny5fn0009ZGKm80WAwUKVKFUqVKkXu3LmtuEJNoiFDBhwPeJC3wE16ZG3NgZH+zK0m4+c1ZmbMGNGui4yHh+xPYIL9wClllJ0J7E7ZO0Hb5XDgD7hzMJYDixWD6dOhdWubruzLWh68b8Qy2ToqTZrAxo1W1eazCQN1+/ZtMryc4xIQ8Fo0qkWLFnTr1o2mTZvyww8/RHvuzJkzKVeuHOXKleORDX85NBYkVSr47z9S5E5FjxT1KNfhCUtbwspO4HPL2otLwpQvL9OQI4yUh4f8XD7h9ZJCXkQxUGZyk12zQ5OpsKrzS23ImGjdGj76SD6vjY7osHeEHNVMaB3IkQPc3eFgbNbZvNiEgcqePfsr45IsUiXO1atXMRgMpEuXjocxjFvo3bs3R48e5ejRo6+MnEaDkxPMn4+hejVKTK3Gp1s9SZsPZpSG7d+bUM2kMZ7atSUn064d/PijPC5bJvsTmGA/cIqqamSmhFThVpC9KmyJqxZi5EipJBwyxCzrSAhy1nwpG2YsTZtaNcxnEwaqVatWHDlyhMmTJ9OpUye6d+9OeHg427dvZ/LkyYwZM4avvvrK2svUJDbs7CS81KcPTvWrULv5Mfqegue3YXIBODYryqBEzbtTu7b0CY0cKY9mME4QQ4jPjMnGRhPh6qZY9PpAxsYvXGjTRRPuleDuIRNOaNTIuo3wKglRtmxZay9BY6usXKlU+vRKrV2rlFLq7hGl5lRXampxpa5usfLakhI7dsjvedgwedyxwyxvc3yOUqu7Rtpx9apSuXOb5b0iuLlLqd+zKOX3MI4Dz5yRz37smFnXEx+C/JT6JblSIYFGnhAYqFSKFEr5+Jh1XTFhEx6URmN2WraUO9s+fWDyZLKWg667oNZwWN8PFjWBRxesvchETkTOadkymZ8UEe6LWjiRAAT7gWPkEJ+LCwSZt68gZw0o0Rn+6x2HsxZRNNGqlc0VTTilgHQF4IGxOsvOzpJDtJLmpTZQmveHChXkD23KFPjiCwzhYRRuBf3PQe66MK8GbPjUhConzZscOfJmzikiJ3Uk4fWSQgPAIbJwhIsLBMak8ppw1B4Bz67DqbhES1q3hk6dxEDbmNJEtkpwx5QwX82asGuX2dYTG9pAad4vcucWIczTp0WV+vlzHJxlpMeAC4ABphSG/X/EMApcEzNff/12zql2bdmfwISFSFXaK5ydze5BATg4Q8t/YOuQWEZzRDBihKhbjBxp9nWZgnsluGtKYV6NGtpAaTQWI21aGUCXM6eMUHg5OiF5evhgEnTbAzc9YGpRuLBSN/raIuGhYBd5soaFPCiATMWh6jew+pM4imzs7WH+fJg5E/YYqzFkftwrmuhBVaoEZ87AixdmW1NMaAOleT9xdISpU2HAABnQFukOMX0h+Og/aDINdg6Hv2vD/ePWW6rmbcJDwC6yBxUxB8pC4bTKX4iBjFVlAiBzZtHs+/hjGUlvA6QrAIHPwM/YaRrJk0OpUnDggDmXFS3aQGneb/r3h3/+kVzBrFlvPJW3PvQ5AcU7SRHF6q4yZlxjfd4K8YF4UZEa/c2JwQ5azIP9Y+HJ5TgObtJEZiz1jqu6wjIY7CBrObhvijKTlfJQ2kBpNPXqSQhm3Djp3QkOfvWUnT2U7QWfXoKUWWBaCdg1AkISxxigJMtbIT6A1KnB13Id2GlyQvXvpQo0TrszZgxcvAhz51pkbXGRsTh4nTHhhMqVzVLsEhfaQGk0ILN9Dh2CBw+gVi2496ar5Jwa6v0Peh+FR+dgciE4/Q+ocOss933nrRAfgKurxcdDVBwIAc/kuxArLi6weLEUjFy6ZJG1xUamEvDQFANVpgwcP25xD1AbKI0mgtSp4d9/JSQTQ+9HmlzQZim0XgSHJsJfleH2fssv9X0nRg/q+XOLrsPOAZrNlKo+/ydxHFysmFT2ffTRG166NchY3EQDlSWLKLPcvWu2NUWHNlAaTWTs7OD77yWx3aqVFFJEc9eYoxr0PATlP4UV7WXzvmn55WoikTq1VQbsZS0HRdvDVmOq6fv1g2zZIAbxa0uRoYjkzsKM1bU1GF57URZEGyiNJjoaNxYPavp0+OQT8HtbytpgByU7w4CLkL4wzCyrhWgthgGIet/g6mpxDyqCOiPh+ha4GVcdgcEAc+bAokVW1bhzTAauOeCJKdFGKxioqE6yRqOJIF8+OHiQ8D4DUKUr8PS3FbxIV4RAb15twb4yejw0CAq2hAsr4NAEyFwa0hWUSjM7RwkF2TnIz44pwCXN21uytJAiYzShK81bGOyicWytEOKLwDk1NPoT1veFPieloTdG0qeHefOgSxc4dUp+tgIRhRIZixl5Qpkysm4Lov8UNO81gT4yxO3ZDXl8fgf87sskVb8H4Hc/OaFBcymffC412tXkfL7x3CvwsRiVtKKo7eAMyZJDykyQpRQ8vwfnl4HPbSjSGtLklpxJeIiEVEJegO/dl0bumSLIO5wg7zCCnoYR+DSMlBnCcM0SSqpsBpLnTEbKnC645jSQvpD0sMR68XtPMBiiKVBJk8aqvUaFPoRT82DfGKg5LI6D69WT1oYvvrCa8vmrQomORp5QpgwMGmTOJb2FNlCaJE+wHzy+BI8vyvbkouipPbsh3k/a3GJE0uSWAXVZykKqLFJWnioLOLuCwdANzpSjZps2kHk3TJwos39CQsDLC+7fl8q/e/cgxVPqtvTh2QkfHs3wIXUqHzJk9cEh+LnkSHx8RJYnLEw2g0FUB+ztUU724OdA+BV7uKQwBAVgCA0mzN6FUJUM//DkhDkmg2TJMaRMhr1rchyyuuGcPxN2WTNBpkzSHJop0+st0oy1JEN0Ib506eBJXJUK5sNggMaTYEYZKNYB0uWP44RRo6RwYtMmGWthYTIWhxN/mXBCzpzg7y/f90yZzLauyGgDpUkyhAbB4wvw4BR4nYKHZ8Ug+T+Wi0X6wqISUagVuOUVg5Q8fRxz7p49g6NX4do1uHpVZF/++0/uelOkkJBS+vSQNatsWbJAunQY0qfDrU0eUn+cmos7XNmxxpU8bVwp86UrztlSS9nxS6OE3etUcMRS7COvISwMh8BAHAICcPT2x+dSAN7n/Xl+JQDfq/4EXH4Cu73ImNGL9GkOkdrJi+RhXtg/88Lg5SU6dVmySMiyQIHXW8GCsma7xJeKNhiiCfGlSwe3rDsy2TXH696ozlvj+G6lSAEzZkgD75kzMgnagmQoIn8vRmMwQOnScOKExQyqNlCaREmwH9w7BveOwIOTYpCeXoW0eSR0kakkVPxM/ghdc0jDbYwEBEgT5dmzcPnya2N09apI5+TLJ1vevCKL1KaNyL7MmCHK6D17xnglcgCKdYWc92D7dzC5PtQeCaW6xrGmyNjby8UsRQrs04NbPnBr8uYhQb5w7yjcPAR3DspmMIB7Y0W+qj7kLXGfNEFX5POdOAFLl8q/fXwgf/7XRqtIEVF9z5vXbBNqE4ToPKj06eGx9aXoKw6Ek3Pg0loo1CKOgxs0kL6777+HP/+0xPJekSaXhLSjVeWIiSJF5G9FGyiNRggLlmTu3cNikO4elnxRxuKQtTzkrgOVvhBj5BhbNCs0VIzPmTNijM6elX/fuiUGqFgx8So++EAu0PnyyUUvugt1s2air9ahA2zdKoKgadLE+NapssKH88SIbPocjkyBRhNkxlBC4JwKcteWDcS78PGE2/sNXNuSBo8/0uCcqjB5G0G+FpCr1suR6c+fw5WXhuvyZVi5EoYOFaNdoQJUrChbhQrg5pYwi00A7OyjEWq1cogvAjsHqD8WNn0G+T8w4uI/bhwULQodO4pig4VwcJYwts8tiSgYRYECcP68WdcVGW2gNDZHoA/cOQC39sp276jkibKWh2wVoPwAUZS2d4rlRcLC5E7v6FHZjh2TiqnMmcUQFS8untDw4fJH5xTbi8VAkSJw+DAMGSJimgsXQtWqsZ6StZyopZ9bBqs6y+epN0Y+X0JiMMgdcppcUPwjKSjwOg1XN8OB3+HfDjJ2oXDr1BRpW5bkZcu++QL37omyxqFD8Ntv8vvLnFmMVaVKULeuGHMreVn2TlJ08gY24kEB5Gskv/uj08WjihU3N8lp9ugh3q2z5apg3PJJ5MFoA1WwIKxaZdY1RcaglA2oFyYQ5cqV4+jRo9ZehsZEXjyEGx5wa48YpGfXxBjlqCabeyUp440RpcDTU+Y8HT4sF9OTJ+WCWq7c6610aSlFNgfr1kGvXtKI+f33r9W1YyEkAA78AQfHQ9k+UO1b8YQsQZAvXN8G55bC1Y3iyRX7CAo2f+lZRSUsTO6cDx2S8OaWLWLUP/hAlDdq1rRoMcbO4fJYa3iknffuQdmyUrBiA3idgQX1RMfRJU0cBysFH34oNzo//2z+xb1kXR/IXBLK9zfyBE9PCXNbSFFCGyiNxQl6Lg2NN7bDjR0SYshZQ8JOOapJD1GsYZHgYGkY3L//9RYeLn84lSqJMSpTJtaQm1m4d0+aev39ZQ5QvnxGnfb8Luz4TgxGnV+g5CfS52Mpgnzh0ho4sxBuH4ACTcXrytsglp4spSREun49bNggNwQ1a742WDlymHXNe0ZLHrLu6Eg7g4MhZUqZC2UjhR9re4lxajDWiIPv3hUD5eEhXr4F2DdG2ikajjPyhPBw+R17eVmkqEMbKI3ZCQ+Du4fgyka4sU2q67JVlNxR7rqQtWwczam+vqLqsGsX7N0rYZD8+cUgRWy5ctlGUj88HCZNkhLiUaOkQsvIdd05BJs/l56phhMgR+zRQrPw4iGcWw6nF8iFq8JAKNPDCA/g2TPxqtavh40bpQy5TRvo2lX+bxKYfWPhhRc0iDqPKW1ayTPaSL7M9z5MKwa9jhoZxp0xQxTP9+2T4hgzc2GljK/vsMaEk0qWlDWWKWO2dUWgDZTGLLx4BNc2w5UN8pjaHfI1lrvy7FXAwSWWk58/F0O0c6cYpXPnJHRTs6aMn65Y0eIluSZz/jx07vx6YF2WLEadpsLhzGLYNhRyVod6v0kVojW4e0RUMa5shBIfQ8VBkrOIk7AwGc2waJFspUpBt26ibZhAYcCDE6WXrfHEKE8ULAirV0PhwgnyPgnBrhHw6Dy0WWLEweHhULu2GPeBcSWv3p0Hp2DlR9D/nAkntW0r/5cdje3wjT+24QdrEj1KScx910iYXQkm5ZO7s1y1oe8p2er9Kl7TW8YpIEB0yb75RlTEs2aF33+X0uoxYyTxvWuXKEHXq2f7xgmkgOLAAbnLLFUKVqww6jSDHZToJHkLt/wwo7TkW6wxfypbeWi1EPqdFsWMvyrD4uaSL4z1ttbeXkKtf/4Jd+6IF/nPP+DuDn37Sp7wHe+L7Z2kuvMtMmWS8JMNUfkrya3eOWjEwXZ2MG2afNctUJHollcMvUljYwoWtNjIEO1BaeKNCpeS7wsr4eIq6aco1BIKNpNcUoxVdmFhkrPYulUM06FDUKKEGJ+6dcVDsmAlk9k5eFByUxUrykU7bVqjT/X2hG1fS26o/lgo2s56kcwQfzi1QAo7UrtD/TFSlWg0t29Lbm7uXGlU7t5desjiUbhyfLaMOWkxJ8oTbdvK1q6dya9pTk7Og2Mzofs+I///Pv1UHidPNueyAPg9s8w5S+1u5AkLFkjecfFis64LtAelMZHwMLi+HdYPgHHusLYH2DvLjKTPbkCj8eIlvWWc7t4VFed27SBjRgl/3bsn2l5370rM/eefJYSXlIwTiDdx4oSobRcvLkoURpImp/xuW/0D+36FeTXh/gkzrjUWHJNDuT4SDiraTrypfzvKHbhRZM8uFY5XrsgYk6NHpd9sxAjw9jZpLQ4uEBYUzRMZM9qcBwVS+BIaIDdzRvHzz7BsmYS3zYxrDtGNNJp8+STPZwG0gdLEiVISntj4GYx3lzt61+zQxUMuVnVGQpYyUe4Mg4MlhzR0qCRVixeHzZulyuv0acnR/PknNG9uvtJvWyJFCrkb/ucf+Owz8ahMEDbNWUMS7SU+hoWNYV1vyfNZA3tHKNcXBl4W+ahZ5eW7YfR6DAa5EVm0SCowb9yQi96wYUaHtRxcIDQwmicyZYKHD43+LJbCYCcKIrt+NjKcli6dGPMvvzT7FNvU2cD3XtzHvSJ7dgndWgBtoDQx8vCszDf6My+s7grJ3KDrLuh9DKp9A+kLRjnh/n0pCGjZUu5kv/5avKHp0+WisXSpVHVly2aFT2Mj1KolBjpNGiklXrvW6FPt7KFsbxhwQUZ2TC0CB8bHkIuxAE4poeaP0P88qDCYUhgO/WliPiN/fgn5HT4snk+BAvDtt/AodmvnkCwGA2WjHhRA/iYSWbi42sgT+veXvqONG825LFJmFXV9o8mSRfLCFpgKrA2U5g38H0uF1PRScqceFgztVshFsdZPMu7hFUpJ6GrkSJHCKVJEckqtW0sY5/BhCd9UrmxU4+p7Q4oU4j0uWiR3yB9/DE+fGn16srQSSu26G65tgmklRCHCWqTMBB9MlvzKuaXwd20Twn4R5MkjclHHj4s+YMGCotARw4RcBxdpdH6LzJlt1kAZDGLQd40w0og7OooM0pdfimq+mUidTXrxjMbeXjzVe6a4XfFDGygN4aFweT0sawN/5hO9u4bj4HNPaTB8I3wXHCzjAfr1k2bMdu0kVPXrr+IlLVkiF9wMGaz6mRIFNWu+HlhXvLjJEjIZCkOnTVI8sWEALGkRD8OQgKQvKEazQHOYXRGOTDPRmwIZ6TB1qniZz56JRt3KlW+FuRxj8qAyZYIHD+L9GcxNgWYS7ru0zsgTGjeWPrKpU822plTZwM9UW5M9uxS9mBuVhChbtqy1l5CoeHJVqa3fKPVHVqVmVVTqyHSlAryjOdDPT6kVK5T66COl0qRRqmpVpcaMUerCBaXCwy2+7iTJnj1KFSyoVKtWSt29a/LpIQFK7R6t1G9uSm3/XqkgPzOs0QQeXVBqVgWl/q6r1LOb7/BCu3crVaiQUs2bK3Xr1qvd944pNb1UNMdfu6ZUzpzv8Ibm58IqpaaXNuFP5+xZpdKnV+rxY7Os59pWpebVNvGkdu2UWrjQLOuJjPag3jPCw2QMwMLG8FclCeF13go9D0qFlovrywOfPZNy0pYtpS9pxgyoXl2KG/bulfBLoUK2od6QFKhWTUrvixSRopJZs0xKjju4QPVvpd/M+wZMKQRnl5g9vx4j6QtJyC9PPZhVzoTqtahUry6/l7Jlpafszz9lPlZsHpSXl/U+uBEUbCGe5WVjizmLFoX27UXY2AykMjUHBdqDig/ag4oZ3/tK7Rql1Pgc4i2d/FupYP8oB/n4KDV/vlJNmiiVKpVSLVoo9fffSj15Yo0lv7+cPq1UhQpK1aql1OXL8XoJzz3iYcyprtT9Ewm7PFO5e1Spce7i4b2Tw33xolI1aypVvrzyWX9Sjc8Zw3EpUyrlHV0owHY4/69SM8qa8Pt4/FipdOmUuno1wdcS4K3U6JQmnjRhglIDBiT4WqKiPagkzr2jsPJjqbDyvgntV4m3VPKTl7OTXryQ6rpWreSuaPlykTC5e1ckYz75xGZ0zd4biheX8usWLaTA5NdfTU6S56gmZenFO8E/DWHDpxBgfB1GgpK1LPQ4CBf+hTVdZfJxvChYUIRU+/Yl5Sf1KfFkYvSekg2qSUSl0IcSvbiywcgT0qWT5t1ffknwtTinll9j0HMTTrKQB6UNVBIkPExCKnOrw7LWkLkUDLoOzWdJwQOhodIJ3rGjlHzPnSsD+G7elLLnTp0Sh5xQUsbeHj7/XJpZPTxEAurIEZNews5ewrYDLsgFaEoRUWAwuXAhAUidDbrthuAXML/uO/RwGQzQvTshHocp6j9H1CiColi8RGCgDHYvK/p+NiEa+fnn8veZwE2yBoOE+Uyq5NMGSmMqQb7SFzMpH+z/XZSoB12DKoMhWZqXJeFffimaaCNHSnz/yhWpyuvWzSQJHo2FyJVL/n8GD5abiIEDRUzXBJK5QZMp0GkjnJgjWol3D5tnubHhmBzaLpOxKrMrwuOL8X8th0K5mMN+lJ+f9JZFngFlo826USncCoJ9wXO3kSekSWM2LyplZlGHN5ps2SwyE0obqCTAi4ew4wf4Mw/cPQitl0CP/SJHY/foPowdK1p3rVrJLJfdu0XItH9/XQ6eGDAYpHT//HmZdVSkiIjPmlgIkKU0dN8LFT6VkvS1PS2vRmGwgzqjoMYwWFA//mXx9o4QapeC8H+WQdOm0od3+KXVzZgxURgogx1UGCSK8UZjJi8qeToTQ8Dp00vvnpmLUbSBSsQ8uy6aeJMLgf8TifO3WQru5cJkLs+HH8rF7OJFmDJFvtQjRki3vibx4eYm1X2LF8NPP70Oy5qAwU7yjwMuglMqUaM4PEV64SxJ6W5Q7TsxUibJ7ETCMTmEBBpEEmjKFDFU8+fbtJpEVEp+Ap574NkNI09IkwYGDEhwLypZOrmGGI2TEyRPHmMjdUKhDVQi5NF5WNkJZlWQsvABF6DpNHBz8JQLV65cEsJr2lTixH/9JdpnNjJlVPOOVK8u4doqVWR68NixJhdRuLiKGkUXDzi/XPT0jBoHkYCU7wdleomR8n9s+vmOySONIWneXLQfR46UJt9E4EEBOKWAUt3gsCmi5WbwopK5xaOIJn16kTwyI/qKlYh4cAqWtxUpmYzF4bPrUHdUOCmPb5Qx22XLSv/S+vUy4qFnTwnpaZIeTk7w3XcyqmTbNvm/P3DA5JfJWEyMVOXBsLSVhP3iYyziS7VvRHliYWMTq8h4qccXWe6oSBExUgcOyPc/kVDhUzg1T0bYG0XatOJFjR4d97FGkiwdBJg6fkobKA1IqfiSFvJH7F5ZKvKq9fXG+a/xEq774QeZgXP7tjQylihh7SVrLEXevFJE8d13MoW1Vy+TB90ZDDIk8ZUIbVE4Nsty1X51R0PW8vIdDzPBEXzDg4ogWzbRrzt3ziLzihKCNDmlcOTk3yac9PnnsGYNXE8YbSvtQWlM5v5xWNwMlraEPPWlIq9y4ws4fdUXcueWsuMFC6QUuWvXBBunrUlkGAzQoYMUUaRIIZ7E7NkyPtwEXFxlhPrHm+HkXJmge++YmdYcCYNBxGYdXKTs2lhiFIwtXVrUT774QqIJiYCKn8GhiSbcFKRNK0VOv/2WIO9vcpEEiIEy89RfbaBskAcnYcmHYpzyNoSBlxUVSuzGsX1zKanNlEkuRosWSSOnlhvSgAxEnDBB5m799RdUrSoyQSaSuZRU+5XtC4uaSCFOoHcCrzUKBjtoMU/K4G94GHdOjIKxGTJI8n7tWmmf2LUrIZdqFnJUl/ElVzeZcNKAATLU0IS5YjGRzE2H+DRx8Oi8KIovbCwu/8BLYVTIvAKHWpWgRw8Z9nfzpkzbzJLF2svV2CqlSsmE4p49oWFDGZBoYrWVwU4q7QZEzHoqAmcWmbeqOGUmaDEXVn9iXB7srRxUBGnTyuctW1bU9du2laISG8ZgeO1FGU2mTJJ7njv3nd8/WXw9KG2gkj7PbshAwHm1IFsFGHQxhEpp/8axbBH44w+ZSnvxIvTtq8N4GuOws5ObmnPnwN9fwn6LF5tsYZK5QdPp0H4l7BsD/zSAJ1fMtGYgX0Mo2h7W9oh7qY7JYgjxOTiIEoqPD9SpAxMnimpKQHQH2w7FOkhY3+iSc5DG3alTTQ7nRiWZm4ll5iDyS9pAJV1874tG2qxy4JoTBp4NomqamTiWLgh//y0K4vv3S4Otvb21l6tJjKRPL71TK1bAmDFywT53zuSXca8EvY9Cvg8kN7Xz5xjCawlA3dEiu3N0euzHObjE4EGBXDwj8iMdO4oS+rffJug6ExoHZzHOp+abcFLFitIbtfndJlZGFEmYdP9iAQ9Kjzm1AkHPYd9YODoVSnaBAaeDSfHfXCj3i0jrL1gg+QONJqGoXFmKambMgNq1RZli+HBIndrol7BzgMpfQJE2sPlzmeTbZKqM1EhI7J2g5XyYV1O8imQxKHA5xORBgTQ1R55SPHmyVLc2by5G2oIoBX734enV15vyDyCF8iJ56ANc8MatmDPpirtQrnIyNn/jgvrEBUP6dHFrYhoM4kVNnizDDeOJYzJAiYCtg7ORJ7m5JUj+Kza0gbIgoUFyV7h3NORrBL2PhJFm70KoPhzy55e73AoVrL1MTVLFwUES623bSll6oUJSBfbxxyYV2rhmh3b/yjyjtT0hR1Vo8IfouSUUGYpAwQ9h329Q79foj4kxBwVvelAgF9O//pKiiVOnxOswIz634cZKb579ewJ15DiZOUFap9vk4wHJgh5gFxpIcMrMBCXPTJB9GoLnBfMgKIDkKQNp8iKQsCqBOPg+lhH2Zcq83sqWlc8Wmfbt4euv4epVyJcv3mt2TAEhL0wwUClSyDQEM6INlAVQSrr1t30jg9w6b1FkurYKmv4gX7Z580TpQaOxBBkzShn6oUNisGbOlDvwkiVNepkCTSFXbdg1QrypuqOhdHcpsEgIag2H6SWkkTW1+9vPx5iDgrc9KJCCkSZNpGjkb1OajowgIAC/Vft4OPsw6thx0vkdp6jdI4Jzl8Txo9I4Va0DefKIwcmcGVxdcTEYcIn0Es/vShXf1iHgkgy6Hw4jld9lOH5ctv/9T4o9GjYUr6laNbmxSJZMVN2nTZOcdTxxSiFq88mMna6TMiX4GdtdHE/MPnHKgtjiwMLbB5X6q4oMj7u+Xclo78qVlSpZUqkNG/TIdI11CQ1VasYMpTJmVOrTT5V6+jReL3P/pIx4n1Ndxr0nFFuHKrWmZ8zP7R4dw4mffipD9aLi56dUvnxKrV37bgsLD1fqwgUV9vt45VumkQp2SKVuO1RV10oPVo9/XqTCzl2U3208eHJFqVEuSv3qptT1HVGe9PZW6s8/lSpQQKkSJZSaOVOp4GClbtyQgYZ+fvH+SJMKmPh/5+mplLt7vN/PGHSRhJnwuS16ectaid5Yr4WXyP3nhzJrqV8/uSNq3Fj3MGmsi7099O4tfXWhoVC4sITCTKwKy1wSuu+HIm1hTrWXRRTxHUwYiapD4dLq6Edz2DtDWEzv4eoa/ViSFClg/HgYNsz0mnk/P1i1Cvr0QeXMTWClBpz98TyHXvTk4sRbZPLZS57jY0n3Y0fsihSMd2GTWz7IWUO0Cv/tAI8uRPlcAwfChQuiwbh4seQUnZ2lYGLNmni9J0iIL9iUiF3KlGYP8WkDlcCEBsLuX2BGaUibDz498JRSJz/HrmY1KXy4dAk6d9bCrRrbIl06CRFt2ABz5kgudP9+k17Czh4qDoQ+J+DBcZhRSpS634VkaaHyV7D3f28/5+AcixFMlQp8faN/rkkTMcDGVL4FB8N//8FHH4G7O2F/TuPqzUL89XwjG5t5kungTOpebE3x/mlwTG70x4qTkl1E4qzeGGmWfhFV+9bODho0EB3Ghg1FNLhkSWncjSdOL3NQRmOBEJ++SiYgl/+DqcXg/jHofTCU2hkm41SukEz8PHcOhgwBF5e4X0ijsRZlysDevSIT1K6d3EzdM20ehmt2aL8a6vwC/3aEdb0h4B2KvUp3h4trZCBnZGL1oFKlinmwo8EA33wjOZ3oCA+XmWl9+4pk0m+/EVy6Onu6X+GPM1s4l+0LWh0tTMsFBjIVj/fHipVCH8LdQ1JMlb8J7B4Vw4F2duIN/vWXtBNs3mzyQMsITPagnJzECw0Ojtf7GYM2UAnA8zuil7flK/hgCrT/bBdpWpWBlSth+3a5M82Y0drL1GiMw2CQUPTFizLau0QJ+PXXt0erx/EShVtB/3NSnj6tGFxYGb/lpMgoIa8L/765P94eFIjxvX37TS/xwgVpis+VS4oQcuUidN9R9jbZw4Tf+uHtl4Feh6HFHAnDmRPH5KK/eWU9VBsKp/+JQ26qUSNRcA8PF8HoeGCyBwVmD/NpA/UOhIfJHJcZpSFTKei76R75/v4IPvlE7mq2b4fiZrrF0mjMTcqUMtLh0CEZYVG0KKxbZ1LuxsVVeqXaLIXt38Gy1tKgbiolP3m7gdXeSfp2oiV16tgNlIODRDRGj5b2jjp1JJdjMMD69ahTpzmb6xsmN8zF3cPQ4wA0mwlp85i+9vhSsDlcWisVjAWaiMJ8rOTNK9V8v/0m6iEmYrIHBZLTM2OYTxuoePL4EsytBueWQVePMGql/ROHCiVFZfz8eek10QUQmqRA3rySfJ8yRfptPvhAvCsTyFEN+p6E9IVhekkRhTWlRqFAM/A6Bd6er/fFGeKLzUDduSPbxo3iHfbuDbduwa+/cudFceZUEWmnD+eJzFO6/MavNaHI/wHc2CGl9BUGwfG4DBRI2DIoCL780uT3c9QeVOJHhcOhSTCnKhTvBF0nnCRD14oSztu9W0Yxp0hh7WVqNAlPw4YyrbZBA5nq+8UXJikJOLhAnVHQeSscmSqTdJ8ZOc7IwRmKtIPTC97cZ1IOSimJarRuLWFLb29p3G3UCDp0wO+pEys/Fi+vbB+RdspVy+iPl+Akc4MspcVIZSkDvnchMC7N3zRpoG5dWLpU/q9MwEl7UIkbvwfwT0M4sxB67Aigwt1vMTRqIM2OHh5SoqvRJGUcHcUwnT8PgYGiRjFlipSoG0nmktDzoBQAzKoAB8ZJuDwuiraFKxte/2znAOExvW2qVK8vnEFBUplYtKisvX598PSUdX/8MWrzFg5PhmnFJZz26SUo1TXhGo7fhQIvw3x29jL92MsYm/PRR6KTt2SJSe8VqzJHTJhZTcIG/gsSBzd3wsyy4F4Fuk88Rrr2ZeDKFblL6dZNh/M07xcZMkjxz7Zt0htUsiRs2WL06XYOUGUw9Dwk1a9zqsDDODRss5aXMF9E3snOIRbD5uws6uVjx4qCw7JlopZx6pRU573UuLvnXIWQ45e4tugJXXaKrJJTSqM/htkp2Bwur5PITaaS8vnjpGlTqbxctsykOGqsBj8mHBxMujkxFaOkjkJDQ1m+fDkHDhwA4MWLF9jb25M8eXJKlCjBRx99hEsSLZ9WCvb/DgfHwYdzwsh7/FdoNvG1hL9G8z5TvDhs3SrFEwMGQMGC8Pvv4lkZgVte+GQ7HJ8Nf9eSmUhVh4K949vHOqeCtHnhwSnIVj6WC+r9+yL5c+eODGxcv15mZEUi0Ad2fA/nVzjRq3gNOny2HUPRdiZ+ePOTLj84p5YxHJlKgNcZI05Km1Zy4c+eiUGO8tljws4BQkytGLe2gTpy5Ah79uyhfv36dIzmgnzt2jVmzpxJyZIlqVmzplkWaS3CQmB9P/ly9N74kFRDOkFIiKhAuEcjDqbRvI8YDKIS3qgRTJok+alOneDHH0UTz4jTy/aSkN9/fWB2BWg+R/IvUclWUfqDspUHg30UA3XpkhjHf/+FNm3ES1q48K3XOP8vbBok/UUDzkOyhQ1g6xZob3sGCiBfY7i2VcKPRhcxVK0q4rHLlxtvoKL+Po3BwQHCjIjPxpM4Q3wuLi58+eWXFI+mXNrX15e8efMyaNAgsmfPTrAZG7YsTUiAjFz3ewDd/zxOqmZlRUpk2zZtnDSa6HBygq++kvxUUJB4URMnGt3I6ZodPloPlb6QXO+OH97uc3KvJAYK5I5fhQFnz0pfU/XqkC0bXL4M48a9dWfvex+WthLPqc1SKRtP5oYUf2zZYt5xwe9A9ipw58DLnJixS6xSRf4Pzhjjcgmvfp+mYGYPKk4DFdkw3b9/n6VLlzJ//nz+/vtvunXr9uq5PHny4OTkZJ5VWpjQQFj6ISRPBx36bMCxVSP5Qxs1Sv5DNBpNzETkp3bsEGWDokXFqzHCABgM0vPU9xQ8Ogczy8CdQ6+fd6/4+mfn2+eodqq9VK2VLw83bsiMq/TpJQf1srFYKQkhTi8pYzz6npSy91fkzy8X2Vu3EuxXkJBkrywGCiQXZRRVq4qh9vIy+n3e8kiNwdoGKjJjxozh+fPnqJdfNGWjdxzvglKw6hNwSQMftl+PXc9uEl9v1craS9NoEhfFiom239SpMGKEjIc4eNCoU1NlgXYroeZPcrO4ZYhENdIVAIfr51EdOpBlcB0epygL165J023k9g4HBwgP5+mlMObXhWMz4JNtUubuEDVdbjCIYoaJkk6WIrW7VNi98DLBycubV1Ql7hvfFZ1oiyQiqF+/Ph988MGrn4sUKZLgC7I2+34Dn1vQdcIJ7Jp1FaHIihWtvSyNJvFSv77kbRcskNxQ1arSUJondlkGgwGKtpOZUxsHwrLCF/gw/wg+Cd9BWJEvedBzNqeHpaR8NFV34eEGlL0z86oEUem75FT6TC7AMZIpk0nehqXJXlkm8Rod4jMYZIrytm1Gv0esVZExYW9vOx6Ul5cXTZo0oXv37nTr1o1evXqZa11W4dEFOPAHtP0nCIdP2ktZqjZOGs27Y28PXbtK2Kl4cQnJffXV20MFoyHF00u0sfuI9s9qcvxgSaaluMazdkMhZcpoPYpH56WRPlw50HV7KFW+isM4gc0bKPfK0gOVPIMJJ1WoIPm/wECjDo93kYQtGagJEybw008/MXz4cNq2bWuudVmFXcOhytfgunOBuMjt21t7SRobYN8YuOHx5r4bHrLfaMaMkWbuyHh4yP73ieTJ4YcfpJDC318KKX7/XXqWonLnjkgQVasGxYrhcOcaZW98Q5hjSv5pAA9Ovnl4eCjs+R/MrSHjKhySG3AzVjvPAgbK5O9RpO+Me2V4chnShF41/juTLZvcGBjZSBvvIglrVvFFpmTJkuTJk4ecOXOSM2dOKlSoYK51WZxgP+lSL9sbSe5q46R5SdbysKLd64vLDQ/5OWt5E16kfHmpNIswUh4e8nN5U14kCZEpkxRS7NwJ+/ZBgQIyMiI0VLyqr7+W5l83N/G6vvsOUqUieXopPy/dAzyGgfdNkefxOgOzK8FND+h9TIb9mdQ6bwEDZfL3KNJ3JlMJCHiscF34P+O/M+nSye8zbVqjDrfFIgmTclCjRo3i22+/xc3NDaUUFy5c4MGDB++8CH9/f4YPH06OHDnIlCnTK8/s/PnzLFmyBIPBQMeOHSlkZPNffHhyWZSKXVyBLFmkdFWjAXLXhjbL5GJSrh8cnSY/565twovUri2d/e3ayUTladPk59qmvEgSpEgRUaI4eFAKHb75RqrvOnYUlZZs2d465c4hyF0PWv0D/3aC8dnlzr/BH2K44iXqEhYGM2aI/JGZMPl7FOk749ivHwY1DKfvB0Htksa9oaOjGBAjh6M+vy2ySiaxZ49UTJoJkzyo7777jpMnT7Jjxw48PDyYN29egixi5cqVlC9fnk8//ZSFkRrrxo0bx8CBA/n0008ZN25ctOfOnDmTcuXKUa5cOR49ehTvNdg5RpLuf/HC6LsOzftB7tpyUdk9Uh5NMk4R1K4txmnkSHl8341TBCEhcOKENJYWKSJ9hidOSONtNKR2h+Tpwc9LtOPS5pH5SfePSyQkXiRLJuXmZsbk71Gk74wy2KGKG2mcIjCh0trZFdLkMu3lyZZN2grMRKwGKigoiCdPnrz6uUmTJm8836hRo1f/vn37drwXcfv2bTK8/JABkWLRd+7cIX369KRPnz7G1+/duzdHjx7l6NGjr14jPqQvKE25z+8id3Dp0sX7tTRJjxsecsdbY5g8Rs0lGIWHh3hOw4bJY9Sc1PuGUqK6XbgwrF4tFbO7dkn04ssvJf/UoAEcO/bGaSkywa29sOlzSJEZeh2BARekf3FacVFdMJkXL6Rh18yY/D16+Z0JHDIKlCJw33nj3ywoSDxDI0NwzqlFyNckcueO1stNKGI1UM7Ozhw4cIDFixe/YTgi4+3tzcyZM/H09Iz2eWPInj37K+8nWbJkr/a7u7vz+PFjHj9+TPbs2eP9+sZg7wQlOovuHi1awMyZ0kegee+JyBW0WQa1R7wO05hkpCJyTsuWSU9QRLjvfTVSe/dCpUqS8J8xQxp6y5aV5+zsoEMHmXDbqhU0aybl6WfOcO8Y3D0MPjfhw78hRQYJ6bmkkUm3TafDup6wtpfxFdmA5J8yZUr4zxkJk79Hkb4z9xt9T8r0oXhPXG38d+bhQ1H38PY26vDwUMlDmURoqBRimIk4c1BNmzblwYMHjB8/nocPHxIYGEhoaOgrsVh3d3d69uyJq6trvBfRqlUrhg8fjpeXF506daJ79+7Mnj2bL7/8kkmTJmEwGPgyHgO4TKXGD3IHVrxjC7KlGi/TNn/4wezvq7Ft7h15M1cQkUu4d8SEUN+RI2/mnCLyC0eOvF+hvitXJM909Kj8fXXsGHOOxNFRlMc7dyZs0jRCK9fneWgNsjj/RMt/ivL8ztun5GsE/c7A1q8hxE9xazPkM6bY2MtLhG7NiMnfo0jfmdu/QIZSLng7dYUj/xj3nbl9W8rMjbw2h4caUY4flbAw86rrqCRE2bJl3/k1zq1QanxOpV6cuqtUtmxKLVjw7gvTaN53Hj1SauBApdKlU+rXX5Xy9zf61DuHlZpSVKnlTf1UwA9jlC8ZVVjrdurugnNqduWYzwtzdFaTc/mrfz9Syu9hHG/SqJFS//1n9JoszcImSm36Qqnl7Uw4qWZNpVKmNPrww1OU+q+fiQvr0EGpRYtMPMl49DyoKBRpLT0U/3TPSuDyLVJZlEDFIBrNe0dgoITxCheWnNOFCzB0qBQlxEFIAGwdCoubQvXvofXaFNh/O4QpTtewq1CWTINqU/tqR+mpiopS2IUG0+u0MykyS2Tk9MJYaga8vCBjxnf7rGZCKdHic8uH8bXzYWHipZoQtox3iM+MHlScBuqpEZ3eSY1awyFHdVgwqAiBqzyk6mrYMJ2T0miMJTwcFi2SRtwDByTnNGmS0RVft/bBjFLgfUNCdsU7Sq7J6wy4Fk4JX3/N7QXXeJaqJNSqJVNkIxuqkBCwt8cplR0N/4CO60TGbFETkTJ7g7AwuHkTcuRIoA+fsDy5LEMUXdKYMOX37FmpRM6Sxej3CQ+LR4jP2gaqWLFibIk0KTMoKIh7NiqqmFAYDNBwHOSsBbO7FsJ78QFJTDZrBpGqGjUaTTQcPCjjHsaPh/nzpc/JyPxO8AvY+Bksbwt1RkPbZZAikmNz95DMhAIIc0zJ+TzfiFhs8eKSl2neXBp/g4Le6M/JVh56H5XRFTPKwOHJkXTnTpyQC7mZiyTiy50Dsm4VbkKP1759kC+fSSXg4aEid2QSZi6SiNNADR48mJkzZ/LDDz+glMLZ2Zm7d+8yevRoPv/8c7MtzNoYDNBgLFQcBH+1yIjnSA/p0ShTRkphNRrNm9y+LYMK27SB/v3h0CGoUcPo02/skFBc4DPxmoq0fvuYOwdlJhREuuNPlQq+/Va8oMaN4ZNPZASHwfBG1MPeSQqhuu2Bc0tlzPz948gsqAYN3umjm5Nbe0XqSCmMD/Ht2yeeYeXKRr+PSoweVMqUKVmxYgXp0qWjUaNGPHz4kPLly/Pdd9+9U2l5YqF8f2gxF5Z3cGRfhrGoKVOl8mjIEKNFGDWaJM2LFzKHqVQpUSi/eFGMhJEKBkHP4b++sLoLNJ4ELefLLLbouHtIZkJBNFVnyZJJU+ulS9Ctm/x9FisGc+e+MTQxQ2HougvK9oGFjeHplM2EVLNNA6XCRYItX2MZt5Es7gHFwr59EuZr08bo94pXDsrMVXxxfoMOvpzf8sUXXzBixAiaNm3Kjh07AKhSpYrZFmZL5GskzYAXVsKSmU14sf2UDEcrUwb277f28jQa6xAeDv/8I3mmS5dkpMbIkZAymvkXMXD5P5haTLyhfmehQJOYj33xCPwfQ/qXimcxXlAdHMQjypZN8l6LF4vh/P138PEBJJdTujv0P+RL6kfHmfZpTc4utb2huvePSwNtuvzgdQoyGdNIe+eO6BnmzSuNtEaSKHNQTk5OjB8/nitXrlCxYkU2bdrExIkT+fnnn3F0dDTbwmwN1xzQbTekKwjT62bgUufl0nDZpg0MHAi+vtZeokZjOSLyTH/+CUuWiBHImdPo0188hH87ihrEh/Og+ayXOpixcHsfZKvwulAg1pBUUJB4VHXrSghv3ToxoLlyiULFyZMAJD+zE4caFflwRXL2/AILG8Hj6BWWrMKltVCwufz7wSkjlR5WrYLMmcHEaRPhIfEwUMHB0q9mJuI0UNOnT+eLL77A3d0dADc3N9asWYOLiwujR48228JsEXsnyUu1WQKbvjCwZmMbAvedlRBH4cKwfLnt3YJpNAnJ3bvw8cev80wHD8oAQiNRCk7/A9NKQCp36Hcactcx7tyzi6FQpMHWYbFdUH19JTcVQenSUlV44YIY0ubNXxdy1KpFjqqigp63IcytBhsHgb8N1ENFGKjQIHh6BTIUNeKkv/+WsnkTJzIEvxBNQ5N48eLNScYJjNF9UMmi9C0MHTqUTZs2JfiCEgM5a0DfU2DvCFOruXG+yRzUosXw88+SpL1yxdpL1GgSlsBAmYJbsqRc4E3MMwF4e0qZ9/6x8NF/crNn7AUx0BuuboJika65YUHgEJOQ9vPnbxqoCDJnhu+/h+vXxcDu2QMTJsDQodjfvk7lL6H/ecn9TCkMB8ZHEpG2MD63wPeuFEjc9ICMxcAxrvYxT0/xDocNM8mjBQjxBydTbc2LFyaFdE3lnRp1y5Qpk1DrSHQ4pxLdrzZLZS7Nkt+r47P2hIQUKleWqiK/+EorazQ2glKwdq0UGxw6JNsvv5h0UVLhUtY9syzkqAa9jkLWcqYt49wyyFP/zSKB0CCwj8lA+fpC6tQxv6CDg6ind+0qXmB4uEzPbtCAFBv+5oPRz+m6C25sg6lF4cIqywdHLq2D/B9I6feBcVD+UyNO6t9fGo7jIQ0X8gIcTTVQfn624UFpoidHNehzQv7gZlRwZE/oEEKPnJZEZeHCsHChbvDVJE4uXpSIwNChMHWqKI7nzWvSSzw8C3Oqwdkl0H0vVP9OIg+mcmq+KLxEJiwuAxWdBxWBn5/MfhoyRPqFxo6FW7egRw9YuRKyZyfDT+34qNdqPhgfxK7hMKu8hNwsZagur4UCzaU5+eFZKNYhjhO2bpXt119N8mwjCHkRDw/Kz892PSiN4OAMNX+EXofh7kGY1iArVzoukFECEydKrPtlNaRGY/P4+MBXX0H16tCokQwONLFPKCQAtn8Pf9cRw9Jt9+vqO1N5elXyL/kavbk/NLYQX1wGauZMaewtUOD1vmTJJG+zZo1U6davDxMnkrdLVvqU70XD5h7s+jGMmWWkoleZ8b7T/4n0fOWpBzu+h/IDYvmsSsFvv0lu0MVFlODjQbCpHpRStpOD0sRN2jzQYQ00+lOqkxaNrsLjeQdhwABJKnfsKF98jcYWCQ+XnqFChcRInTsHn39ucpXWjR0wvYQYlb6noFwfEyR6ouHwZCj+8dueV1iwFC5FS0w5KJAKv3HjRFU9JtzcoFcvUZA5eRJDoYLkXP0Vve5npUOazjwY/A9/F33IqflijBOas4shfxPY+z9pXK4yOIYDfXygdWup3OvXT/7tFNMvJXZM9qACA19P7TUT2kCZgfyNpRM+V22YW9OODYc747/vkoT8ypeHL77Qkkka2+LYManGmzFDSrJnzzZZPNX/CazpBqu7QoNxIlOUyngpuGh5dgNOL4CqX7/9XLxDfH//DUWLSh+jMWTPDoMHw/HjGA4dwrVDNWqVWknn2wVwH1iOo+m+52CbPTw8GWLc6xnByXngklY8tfaro/GeHj+WUF6xYlL4sWuXzNQysbQ8MiZ7UGYukABtoMyGgzNU+UomfQJMKZeC/cl/JPTYORGyLFhQ5uHoQgqNNXnyRGYuNWki/UH790M50yoYIkrHpxaVseH9z0HBZgmzvJ0/SnFAymhk8mIN8Xl7Q5o0b++/e1dmvMW3RSZXLujTB8PKldg/e0S6deMo3R2K7Puc1GUycC9NXe7XH8KLPxdLDi8sLM6XjMrVzZJzurkTOm2IpKqhlMyI6tZNxtNfvix5walTxdu9d++dJJtM9qDMnH8CIwYWat6N5Onhg0lQYYAMUTs8ORO1R06m+IBB2I34SRK033wjFwkXF2svV/O+EBYmXtKPP0re5cIFUb82kSdXYEN/UXnouE5EWROKB6dkfPvAy9E/H6sH9fQppIuil6SUFEEMGPB6eu+74OgINWrgUqMGLpN/Ifz+I8KmH8N33XGef72SzIN/IAUPCclXAvuKZXAslhtDlszi8WTKJI9ubmAwEOQrBunq+jDO/R1I3rKBtJvyAPuDJ2DqcRG0PXEC0qeX0OOVK/LvCKZMkRDfO4Tb4uVBmTH/BNpAWYz0haDjWvDcA9uGwoEXBaj322LyfnMaw4/D4I8/pD+jW7c3VJg1mgTn4EH49FMpCtiyRXqbTCQ0CPb+CocnSWVexUHxUCGIg+3fyms7x1AtHhIQS1/Qkydy8Y/MjBmy/7vvEnSdEdhlyUD2nxvBz41Q4XD/BJxd5Y3vfydxXnGC5Atu4ZbyCKkdH5As2AvngAc4hL4g2D41dqFB5DMEUoBQGigX7M+6YNc2nTQYly0ray5d+k2jFPmzrlwpHtU7YHIflPagkh45q0P3fXBxtRRSpMpSgjqj15Dd/jD89JP0mHz9NfTsadRQN43GaB4+FG990yYZItipkwnzG15zfbt4TRmKSIuFa/aEX+r1bfD4ArRfFfMxoQHgENOfyNOnbxqoq1eleXXPHrNK80RgsIOsZSFr2TQwqhZQiyBfeHYNnlyTAg/H5ODoEIQLPmQo7Yx9OheuejjhMcxAryMmvNmcOdCihUmjNaKiVDz6oHx9tQeVFDEYoHBLidOfmg8r2kPmkhWo/etGMgcfgVGjpGv/q68k9GfmL4EmiRMWJmXVP/4InTtLbiS2JtYY8POCLV/J+IfGf77WiEtoIootms2KJccEhAbG4UFFhPjCwkT1YtgwqVC0Es6pIHMp2SLtBV4Xo0TX7xUrYWGSg1q27J3WFvJCKiJN6lGLLoyawOgiCSti5yCKygMvS5f8Pw3h33HleTxmDWzcKKGYXLnkD8vLy9rL1SRGjhyBSpVEh27HDimvNtE4qXA4OkNmNaXK+rIIwkzGSSlY2wOKtHu77ykqRntQI0dKNOJTY6QYrEfAMxmtEWdDbmQ2bJBqy/LvlvwLeArJTLU1T55EH3JMQLSBsgEcXCSGP+gqZCwuYpWr/ijJk9HLparqyRMpUe/dW8YaaDRx8eyZyN40by4X5t27Zeqsidw/AXOqwun58Ml2qD8mHmoDJnB0umjQ1TWiyC4kQP523iI4WHp0UqeGadNgwQIZCxIPdQVLcnw2FGgqhVVGM3lyghhe/ycmzJqK4PFjbaDeJ5xSSlJ44FVwywd/VYY1o/PzbPBUMUxZs0p3f/PmImmildM1UVFKxqwXKSI/nz8PXbqYnGsK9IYNA2X8ROmeMoU2k+n2zSQenpWy8jZLYg/tRRAaU5HEkydSkbhokZSTb9smI91tmPBQODIZKn5mwkmXLokw7Dv0PkUQ8DTmIZExog3U+4mLq0gnDboKqXPArAqwZmgGnn48XMZaN2sm+anCheUOSs+i0oBMUK1ZU2Y0rV0ruQkTS8eVkjzIlMIyH6j/eSjT492UIIwhyBdWdIB6YyBdgbiPB8lBRRvie/RIQnpffSUFISYM7bMWF9dAancTy/R//12iKgnQnhIQXw9K56DeX1zSQO2fYeAVcM0pHtXK3sl5VK0XnDolie9du0RWf+BAuVvWvH+8eCGVn7Vri5zWoUPxykl4nYF5NeHQRJHsajo9HnfV8SA0EJa0gOxVoVRX48+Lscx8yxa4f18UMYoaM0DJ+hyaaKL3dPOmlJZ//nmCvH+8clDag9IAJEsLtX6CQddkYNnftWB5OwMPUteQIYmnT4OrK9SrJ3I18+aBv7+VV62xCP/9Jxfhe/fEg+rXD+yjm4MeM0G+sPkrmF9HEvQ9D8vkWksQFgLL20GKjNBkqmmRyBD/aOZJHT4sk66rVn3nwgFLcf8EeN+AQi1NOGn0aKnwTSAPRuegNO+Mc2qo/i0Mug7ZKsnwt38awY0r7qiRo2RY2ddfw4oV4O4uSfITJ6y9bI05uHtXBIi/+AJmzZIigEzR6AHFglJwZrGE8wKeSHVe+f4yf8gSqHBY01VGt7ecb/r7vlXFt2qVSDa1awclSiTkUs3KoYmiVm50iffNm/Dvv/Ga+RQTAU+0B6VJIJxSiM7foOtQpC2s7wuzK8KFdY6EN20hd9WnTomUyocfiijmhAm6VD0pEBYGkyaJ+kORIuI9169v8st4nRFPfP8YGbr54TzxYiyFUrDhU3h+B9quiEWVPBZeeVDh4eI1DRr0uuzaRKFba+HnBZfWQJleJpyUwN4TvAzxaQ9Kk5A4OEsCu/95qPYN7PtN7oaPTIVgt+zSmHn9ugxjO3FCBGqbNJE5VQFmmBGgMS/Hj0tP04oVoogwYoTJaiOB3rDxM5hfF4p2kOm2OaqaZ7kxER4mKir3joh+X5xjzKNBqZcGKsxPqtg2bZKer/LlRTEjkRioYzOk58voXJ+nZ4J7TxCPIomAALlZMrOIgDZQSQA7eyjcCnoclO77a1tgQk7Y9g08v28vY+j//lvCQh07wl9/QbZsIqe0Y0e8FJc1FuTFC7kgNW4sQqc7d0oFpwmocBnhMKWwhMYGnIfy/SwXzosgyBeWfgiPzsLHW2LW2YuL8BBIa3cduxpVRLXcw0MiBpBoDFRoIBydJj2QRmMG7wkkB2VSQcyjR+I9xUMqyxS0gUpCGAyQqyZ0WA09D0mV07QS8G9HuHMIVPIUMnVzyxYJDRUoIHNusmWTKsC9e/V4eltj82aZ+fP4sRRBdO1q8kXh3jFptj06DTqshWYzTWwGTSC8PWUdKbNCp01S/BNfwjbtoFtYFSmznj37TYFlL69EYaCOzZJilIzGFhp6eor3nMDeE4DffUhpSqvY7duS5zYz2kAlUdzyQuOJ8NkNyFpejNSscnD8LwmN4O4uBRXHj4vKQKZMcmeWM6f0jxw+rBuBrcnjx6If17cvTJ8uzbcmioG+eATr+kgxTeme0ONAwo7DMIXbB6RNonR3KV83SfMtMs+fw6ef4tD7YzakWSQqClENtpfXa2/KRgkNlJB8jR9NOGn0aOjTJ8G9J6XA977IWBnN7dsyyNHMaAOVxHFxhcpfStNv7VGSkB2fXXIAjy++PKhAARnidvasxPJTpBBR0Vy5pM9i924dBrQUSokCQrFiEkI5cwYaNjTpJcJD4dAkmFpE8jufXrRMs21MnFogfU7NZkGlz98hKrRqlRSGBAfjs+Ec913rvH2MUvDggckVjZbm+F8iGpvV2LFUV66YJfcEkn9yTG5iLvDOHYsYKK1m/p5gsJNR9PkbS6jl2EyYV0tGJpTuIerqjsmRnpoRI+Dnn6Xxd+VK+Owz6bNp3hxatYI6dfTMKnNw65b0Md2+LUoQFUxvRrqxAzZ9JhV5XXaaED4yA/6PYX1/eHhGdPziLZV05454ShcvivGuUYOQczGoSDx/LuM0kkdtkLIdQoNg36/QbqUJJw0ZIpsZquae34XU2Uw86fZtuYE1M9qDeg9JkxPq/gJf3IJyfeHMPzDOXcJBdw69jOwZDGKshg2TCsADB2RUwS+/SPikQwdYuFBUozXvRni4SFaVKQNVqsDRoyYbJ29PWN4W1nSHWj9D523WNU4XVon6uWtOmRkVL+MUUVJfqpQM6zt1CmrUAGIZtZEIwnsn5ogotNHh1u3bJWf8mSlSE8bje9fE8B5YLMSnPaj3GHsnKNpOtud3RINt1cdg5yi5guKdIFVE4jRPHslNffWVyMj895+Uq/frJxePZs1kK1jQqp8p0XHtGnTvDqGhUqRi4ryiEH/YNxYO/ylSOR/Oj1/ZdkLh/wQ2DYK7R6Ddv5C9SjxeRCkRQ/7+e/GEovm9hMakZG7j4b2wYNj7P2i73MgTQkOlGXvs2ATR3IsO33uQKj4elM5BaSxFandRUv/0slR5PTovOYz5dWUMQMCzSAdnyQK9ekkYystLQg9Xr0ror0ABiZNv3QpBQVb7PDZPeLiIulasKM3Uu3ebZJyUgnPLpGz80VnofVwEhq1lnJSC8//C9BKQPAP0PRkP46SUNNpWriy5zy++kPLxaH4vMQrFennZtIE6OU/C6u4VjTzhr79E8LdVK7Ot6Xl8PSgLVPFpD0rzBgYD5Kgm2wdTZIDa2cUySTVXLSjWEQo0izQTKFkyaNpUtmnTJBz4338yvv7sWQnJNG4MjRpB3rzW/Gi2w5Ur0KOHGKkDByB/fpNOf3BK8kyB3uIx5appnmUay619sO1rCPaDVovisR6l5GZn5Ei5qRk2DFq3jlVTMMZZUDZsoMKCYc9oaL3IyBN8fOTvaONGs/Yb+d6FzKVNOCEoSEL7FgilagOliRHHZFCktWyBPnBxtdwB/tcX8jaQ5uD8H0RqtjQYJI9SpoyoWDx9Kp7Upk0yxj5lSjFWDRrIWIhUqaz46axAWJh4Tb/8IhfhTz81Sdj1xSPwGAYXV0meqUwvyzfaRubRBdj+LTw4AbVHSkjYpPWEh0tl3siR8t358Udo0cKowYKx5qBs1ECdmg/p8pvgWY4aJTd+pU2xHqbje1cGJRrN3bsSRTFRlDg+aAOlMQoXVyjVRbYXj+DSWji9ANb1hpzVRYm5YPMoem5ubtC+vWxKSZJ740YYP16KLEqVEgX2evUk1OUY3+aYRMC1azI40M4ODh6EfPmMPjUsROSr9owSIzDg4rs1ub4rvvdg53AxlFWHvhwwaEp65NEjKbCZNUtyTCNHyoXYBC8hxhzUw4dmv6DHhxB/2PWz6B4axdWrMHeuRCHMjO892+yBAm2gNPEgRQbpqynTA4KeSxjw4irYMhgyl5QQYP4PIH3hSNccg0EMUqlS8O23Mg5k3z6ZdvrZZ/IHWb26yDLVri1q1DY+otsolJIL8XffSa/ZoEEmfa6rm2HzF5Ij7LpL8hfW4tF5ODgRzi+X1oRPL5mg3xYaKqoYc+ZIVVrz5jBlinjS8QhfhQaBfXSdDjaqInFgPLhXMsF7GjxYNguE0bw9wTWHCSdcuWJyWDq+aAOleSecU8sMoWIdJOxyfZsYrIWN5fl8H4ixyl0nUt4K5M65fv3XStyPH0tCfNs2mDFD7oSrV5cLWK1aot5tgZBCgvLggegd3r8vRRBFjLcuTy7D5i/hySVo8IcYfTPLnkWLChdtx4MT4MFJKNcPBlyAlMZG0S5dEk9g/nxRKenWTYyUq+s7rSs8JAYF9IcPbS7E5/cADo4X+TGjiCgrX7LErOsCUTEPD5XCFqO5dEmKoSyANlCaBMPBRWLZBZqK4/D4ghirg+Nh5Udy95inPuSuK57WG8oG6dOLKnXbtvJzxEV91y7RWrt/X4bQ1aghj2XLmq3sNkH4918Rdu3VS5qdnYybJxHoDbtGwqm/RaG+3b+iWm9pQvxFAeLQBDEElb4QjUejQnmenrB+vYTxrl0TyaZt20wy0HERFhyDgbJBD8rjJyjZReTH4iQgQFo3xo+3yPf76TVwy2fizc+lS6IJaQG0gdKYBYNBwlEZikCVwRIKvL4Nrm+H4x1FZSBXLTFWeeqCW/4ofyRZsrzOX4FceHbvlp6Yzz8XlYsSJaSxNWLLYorapZnw8ZEw3v79UgBQubJRp4WHSTn/zp/EW+p/zgQvJYEID4ObHnBmkRTE5KgGH0yV/6dYL2AhIRKu3bBBDNOjR1K1OXSoFMWYIbcYFiz9em9hY0USD89K+PvTS0aeMGKERAtatDDruiJ4etVIwxmZS5cs1u+oDZTGIjinlqq/wi/bOZ7fgRsecGM77B0t+3LWfF3inqFIFA8rU6Y3PawXL2T+z/79EkLq1UvCRhUrQrly4mGVKfPOoSST2LcPOnWSi/PJk0bPyrm5U7QRXVyh00bIYsEcv1Jw/xicXgjnlkiyvHgnqcqLVf7Gy0sKXjZskErNvHll1ticOTKTycz5w2g9KH9/yXXZUHXo1iFQ/Xsji1pOnJC+p9Onzb6uCJ5dg7TG1+vIzYinp0lFPu+CNlAaq5DaHUp2lk0puZO7tQdu7YUD48TDyl4Zsr80WFnLRSkrTpFCclO1asnP4eFyZ3fkCBw7Jt7LqVMySqRcuddGq0QJmR+UkISFSen41Kkwc6YUABjB02tyAXtwAuqNgSJtLJNnCg+Du4cl/Hp+mfxcvBN08YD00fUKh4fD5ctw6JBsBw/KIMx69cQo/fmnxeWFwqLLQT15YpEZRcZybYt8rzv0M+Lg0FDJV/72m0V/l0+vyt+X0dy4IX9TFtLi1AZKY3UMBukPSZdfJJZARmHf3icGa8uX8PAcpC8oo0Oyln89R8cu4htsZydD/AoXlpwHyB/9hQuibXfsmEgznT0rnfnFi4tieMRj4cLxi/nfuiUzthwd5T2yxa0ZE/Qcdv8CJ/6Cyl9J46ZJZdrx4PlduLZZtuvb5AYhb0NouUB+n29c0x89em2MDh0So58mjXinFSvK5y1Xzui8mjkIC45m2KEFRpAbS3iYVLXWG2PkOPtx46Qtw0K5nQieXYNSprylBcN7oA2UxkZJmenNkGBoIHidljv/23vh4DjwuS3FFplLQ6aSkKmEiJI6RghZOziIASpeXKrHQLyBmzfFUJ09KyGqMWOkzD1nTqlOyptXQhj58sm/c+aMPo/y77/Qv79I8gwZEmeVYXiYCIXu/BHyNYZ+ZyJpHSYwvvfgzkG4vV/u5J/fgbz1IW8jaDgeUmVREqa7fBlmX5LHy5dlvMfTpxKmq1hRBllWrGhzhQdhwdHMlHryJMFnJcWXk3PBJQ0U+tCIg69cke/g4cMW9/6eXpUiCaPRBkqjeRsHF/GaskUS+Q56LtNiH5wUb+voVJlx5ZrjtcFKX1jCVm75XlbD2dmJ8G2ePG+G4oKD5QJ95YoYqzNnJEx47ZqMGnF3F2OVO7cMDty9W44fO1aUMeIgIs/knAo6/mfCHCAjCAmA+8fFIN09JI8hfuHkLfuUHIW8aN3Li/Su97G7fgW2XoYpL42Rs7NcbAoUkK1LF/EkCxa0+R40FR7NfCsb8aCCfMHjR+iwxgh7o5RMBf7uO/lOWpDgF1I1alKT7qVLktu1ENpAaRItzqkhd23ZIggLESPldQq8zojaxeMLL5sRs782WGnzQJrckDa3jIRwcHaSUF+xYm+/UXCweF1Xr0rIa/p0kW0qUUJCM4MHg7e3eBlZsshdvKsruLoSEJ6aq/tdefLAlaYdXclWzxXDc1fY7ywel4ODPEbeIvYpJWXH/v4QEEDIswB8r/jjdz0Av5v+BNwJIPCePwbvJ6Rz9SJfCi9KGx7gHOSFwe8xhmMp4U4mOJNJ8hr580tV3Wefyb/djO2ytUEUEPXiH5GDsjIewyBfIyPHacyeLQU/ZhqlERvPrsnfgEmDLM+dkxCvhdAGSpOksHeUMF/U+UNhwVKU8PiibPeOwfkV4H1Dwl/JM4ixSu0OKbPIlurVoxMpMhbAxfskdlOnijRPnz5v3h4HB0vI7N49ePqU4Ps+XF3iw8O9PuSp4EORGl7Y+z6HeT5Sih4UJMUVYWEQGooKDSM8OAwVHEZ4UBgqOJTwMAMhJCc4PBlBIckJCkmGIUUy7NMkJ226ZGTKkhyX0slwyZsOe/dCUukYsWXMaNUckblRKhrv5PFjq4f47h2Fs0ukTSDug++J57R9u1Wa0B+eNXFmWFiYVBiWKmWuJb2FNlCa9wJ7J8hQWLaohIdKEUGEsfK9L93/D06A3314cTeIircGkztoA6tcNuMzqgzJpkiOwSmVvLa9kxP2Ttmxc8zOs+tw74h4ZllagrcjHPUT9YNwBwh2hsAACHwuIZZAb0CBS1op7U7tDqnc5TFic80OWXJFKgp531HR3Pk/eWJVxfzwUPivD9QfA8njspNKSf6yb1/xxK2A1xkZnGg0ly5JhMCCrRv6665577FzkCnDaXJG8+SNG9CuHTR2R805RmfHNK+MSqC35MHCgmW7f0JCio7JoMIACZ/YOUhDqZ2DeHd2DuCUUoxb5M3cVXxJDRXO2yE+Hx/L9r1F4fBkcHaFEp2NOHj2bAkbLzVWPTbheXgGyvQ04YTjxy2afwJtoDSamNm0SQoHvvkGPv8cg8GAE2JgUkea1fbksvQzeZ2BRhOl8tBGWnGSLNGG+J4/t5qB8rkNu0dBj/1G/N9fvCiCybt3W6yfKDoemupBWcFA2XapjkZjDZSC0aNlFPvy5VJGHs1VJ+AZbPoC/qoC2avCgPMyO0sbJwsQXZHE8+eQOmpzlGXYOBAqDoJ0cWmoBgVBx47S2J2A2oSmEugN/k8k72o02oPSaKyMr680S969Kw2q0TTehoXA0emwe6R4SwPOR5mDpTE/BsRIRcZKIb6Lq6XwxqhZT999J60KvXube1mxElEgYXQFX3i4SDFZeNaWNlAaTQSXLkHLllCtGixa9Fb4RSmRB9o6WEJ8n2x/u1pQYxnsHKQo4Q2s4EEF+Yr31PIfI1TnN2+GZctEp9HKbrbJBRLXr4uaiIXL+LWB0mhAhE+7dJHQS69ebz398Cxs+Ur6qRr8DvmbWP0a815j7xiNgfLxsbiB8hgGeepBrppxHPjwoaiZLFxo9VJ4kPxTJlOKB48ds3h4D7SB0rzvKCWzd37/XZQjqlZ94+kXD0UV4MJKqPGDDOx7S2JHY3HsHCTU+ga+vhZVMr97GM4uNqLnSSkxTl27yrRoG8DrNBRpa8IJ+/dDpUpmW09MaAOleX8JDpbhcEePwoEDorn3ktBAOPQn7BsjZcOfXjRhvLnG7Ng5Sl/ZK5SCwEBIlizGcxKS4Bew8mNoPBmSxxX1mjxZBHh//tkia4uLsBCRBzNJbmvXLlFQsTDaQGneTx49gtatJdyyb59IFyHXufMrYNtQyS/12G9EZZbG4rwV4gsJEYkoC2kIbv0a3CtC0bi8kNOnZQjhgQNmGdwYHx6egTS5olGDj4lnz0STsmwCCkgaiTZQmveP8+ehaVPo0AFGjXp1Ubt7GDZ/CcF+0Hw25K5j5XVqYsTOQURyXxEUZLGeoisb4cp/0PdUHAf6+sp37PffLTbgzxjuHAR3U6J1e/ZIeM8KBlYbKM37xY4d0ocyduyruVE+t2D7d3BjB9QZBSW7gJ3lpdE0JmDnKOodrwgMjN88LxPxfwLrekKrhaIAEiMReacqVV7PJ7MR7hyEnDVMOGH3bqgZVxWIedCNupr3h7//FuO0dCl88glBvrDjB5hRWtTNB16WgYnaOMWTMWPAw+PNfR4esj+BcUwOoRb2oJQSrb1iHSFXrTgO/t//4M4dmDLF5so97x6CbBVNOGHXLqsZKO1BaZI+SkmCev582LmT8AKFOfnXyxLhutDnpIixat6R8uVFt3DZMqlW8/B4/XMC45RSQrGvCAw0u4E6vQCeXIJW/8Rx4IYNYpgOH7aqlFF0+D8RMeQMxopYPH8uU6krVIj7WDOgDZQmaRMSIn1N58/DgQNcP5OJLR0kQdxhjZEzezTGUbu2GKN27aQ6ctq018YqgXFKASEvIu0ICTFrjsT7pvTBdd4Wh7DvlStSTr5qVbQqJNbm7mHIWs6EKMG+fVCunNUMrTZQmqSLnx+0bQsODjye7sHWnil4dB7qjdGCrmajdm0xTiNHwrBhZuv7ecuDArP9h4aHweouUGUIZC4Zy4G+vvDhh1K1F6Wfzla4c9DE8N7GjdCwodnWExdWN1APHjxg4sSJuLq6UrVqVapXr/7qufHjx3PunHTBDRs2jJyR+lQ0mlh5+BCaNCG0YEm2uk7nbEMHqn4DbVcYIUmjiT8eHuI5DRsmj7Vrm8eDis5AqajifAnDwfHyWPmrWA6KKIqoXFmGWdoonjuh2rdGHqwUrFsHa9eac0mxYnUDNXv2bFq1akWZMmVo167dGwbK0dGR6tWr8+LFCzJmjF6Nc+bMmcycOROAR48eWWTNGhvn+nVUg4bcyd2RJZt+pmhHAwMuGNFQqXk3IuecIgxT5J8TEMcU0iz7CjN5T3ePSLN2r8NxhMUiiiIWLrRZ1zz4hUySzlE97mMBGe+uFBQrZtZ1xYZFDdTZs2f54Ycf3tiXNm1aMmTIgL29PX5+b94Sde7cGVdXV3bu3MmkSZP4+uuv33rN3r170/ulMnC5cuXMt3hNokCdPEVo3Q/YYzcML5e+dNsL6QtZe1XvCUeOvGmMInJSR44kuIGyhAfl/wSWt4VmM6WxNUZsuCgiMrf2QpbSkr8ziv/+k35BKxpcixqoYsWKsXr16jf2jRo1ikePHpEjRw5Svuzmj+DatWuUKVOGdOnS8fDhQwuuVJMYeTRrLykHtGZPlsnkm9OWOnWtvaL3jGhuIM0V4nNOLTONXpHAF9HwMFjZCYq2g0IfxnLg1as2XRQRmRs7ILcpfxPr1sGPP5ptPcZg9RBfjx49mDhxItu3b+fzzz8HoGvXrsybN49ly5Zx7NgxLl++TB8bjutqrIvPbTjXZQOldnXhzmcLqTe2ge5lSuIkcxMDpcIjzTRKQA9q9yjps6o7OpaDHj+GJk1suigiMje2Q8PxRh78+DGcPWu1/qcIrG6gsmTJwq+//vrGvnnz5gG8tV+jiUywH+z9DV6MX0xDPoct68hf1/KKyxrLY+8oYb5A75civo6OUmqeAFzdBMdnQu9jIqkULf7+0Ly5VO317Zsg72tOAp7Ck8uiH2gUGzZAnToWUeeIDa0koUl0hIfBiTkwuSCk2TKTJikH43RwO07aOL1XJE8neSL5IbkYjXfE2xNWd4XWiyFl5hgOCguDTp0gTx4pjkgE3NwF2auAvZORJyxdCq1amXVNxqANlCZRccMDZpWDE39BjzZ/UMZrNHZ7d1m10igpsG+M/G4jc8ND9tsqydJBQISBSpYMAgJiPT4uQoOkKKLKkFi06pSCzz4ThYU5cyymnv6uXNssgxWN4tEjadBt2dKsazKGxPHb1bz3PL0KS1vC2u5Q7VtFt7o/4bpppigt25BSdGIla3lY0e61kbrhIT9ntWGljYT2oDZ/IZJXlb+M5aAxY+Q7t3IlOBnrjlgXFQ6X10HB5kaesHSp5NaiFK1ZA22gNDZNoDdsGQyzK0G2SjDgvKLo4SEY1qwWleXsWkQvIchdG9osE6Pk8aM8tlkm+22V5OkjeVARMkfxzEOd/geub4Pmc2IpCFy4EKZOlfyMq2u83sca3D8OTqlMmGv2zz/w8cdmXZOxWL1IQqOJjvBQOD4bdg6HAs2g/1lImTEcPv1UJuB6eICbHnGbkOSuLSPtd4+EGsNs2zgBJM8ALyJ3n0R4USYaj+vbYVVn6HsaXGI6dft2+PJLGddi4+XkUbm01gTv6epVuHED6tc365qMRRsojc1xfTts/lzukD/eBJlLIYnpHj3lD2jbNkht7DhQjbHc8ICj08Q4HZ0GuWrbtpFKlRV870XakSIFvHhhkoHyvSc6e/V+kwnK0XLqlIxpWb4cihZ9pzVbg0tr4YPJRh68cKEMWXSwDdNgG6vQaICn12DrYHhwChr8DoVavgy3hIRA587w5Als2iQXIk2CEpFzigjr5apt+2G+1O6izv0KNzf5jmTNatT5wS9gcTMo3x+qRtNjDMCtW6KmMHmy1XuC4oO3J/jeBffKRhwcHi4jaZYsMfu6jEXnoDRWJ8hXJtrOrghZK8CA85HUxoOCRM/Nz08627VxMgv3jrxpjCJyUveOWHddsZEqm1x8X5E+vRgoI4hQishYPBbx1AcPIGdOaNNGvoOJkMvrIP8HRo7X2LQJ0qaV8Ro2gvagNFZDKTizCLZ9LRIsfU9B6sjh/YAA6cVIkUIqixJJ1VRiJDoPIreNh/hSZ4PnkQ1UunSigGAE24ZKAU7bZTEURTx8CHXrwvDh8NNPCbBa63B+OVSKrSoxMpMnS47XhsRutYHSWIUHJ2HjQAjxlxEY2aOGIHx9oVkzcHeHefNsJiausR1SZQW/+5Hkjoz0oI7OEM+ix4EYGlcfP4Z69eTmyMpadO/C8zvw8Czka2TEwVeviqjvv/+afV2moEN8GosS8BTWD4B/GkKJztDzcDTG6dkzqSIqWFBi4to4aaLBwUVEY19ETNlJnz5OD+raFtj5E3y0/qVEUlSePpXv3gcfiMaeDXkTpnJ2KRT80Mj5Z9OmQffu0vBsQ2gDpbEISsHJeTClCKCg/3ko2zua2LiXl6hfV60K06cnmk59jXVInR18br38IX16UUGIgYdnYeXH0HY5uEXX2+3tDQ0aiAbd//6XqI0TwLklULyjEQe+eCFRChvUFNS3phqz8/AcrO8n4byP/oOsMeVgPT3l7rVTJwmtJPILhMb8uOWFZ9cgW3mkP+nAgWiP8/OSir2G4yBndAP7fHxktHnVqvD774n+u/fkiqj85zImhzhvHlSrBrlzm3tZJqMNlMZshPjDrhGim1dzOJTrG0s10cWLcvf61VeidabRGEHafCKDBUCOHHKTE4UgXzFOJT6BEtEJJPj6QuPGUr02YUKiN04AZ5fILKs4q/eCg+G336THywbRBkpjFm54wLpe4i31PQ2pssRy8KFD0KKF/KF06WKxNWoSP2754Pbelz/kzPmWgQoNhCUtpNm71vBoXsDPT/JNxYrBpElJwjgpBacXQMv5Rhy8YAEUKgQVjZ3DYVm0gdIkKIHesPVruLoRPpgKBZvFccLGjWKU5syRhkiNxgTc8sGpeS9/yJxZQnUBAZAsGWEhsLwdpMgITaZFY3tevJBK0fz5k1S+89YemZeVLS6bExoqubY5cyyyrviQNP5HNDbBlY0wtZiU/PY7a4Rx+vtv6NYN1qzRxkkTL9wih/js7KQt4dYtVDis6QoqTDyJt0JdEdV6uXPDrFlJxjiBaFiW7mmEM7h0qahu1Ihptoj10R6U5p0JfiGK41c3yMUgd504TlBKSnj//ht27pQQg0YTD1JlgUAfma7slBLImRN14ybrJxTk+V3otDGaXqe7d6UgolEjGZ+RhIxToLdo7zUcF8eBoaEwapTk3GyYpPM/o7EKdw7BjNIQ6i+5pjiNU3Aw9OgB//0nFVfaOGneAYMdpMsPjy/Jz6pgIS6Nvcj9Y9BxLThGbeu5ckUq1jp3hrFjk5RxAjizGPI2EKHlWJk7FzJlksIkG0Z7UJp4oRQcGAf7x8AHU6BIGyNOevYMWreWQWg7d2pdPU2CkLEYPDwDWcvCtbtFCT9+gk5XpYn3DY4fl1DyiBHQs6dV1mpuTsyGunFNoffzE/mmNWtsvigkad0+aCxCoDcsawXnlooShFHG6epVqFwZSpWCVau0cdIkGBmLg9cZODwFTh4tRsG850ieLspBO3dKSG/y5CRrnO4cgoBnomsZK3/8Icrs5W14XPJLtAelMYmHZ2HJh5CvMbReYqSMyu7dogY9fLhNdqtrEjcZi4v4a5APdFtXFPva58TFj/AOVq+G3r1ljESduGLQiZfDf0KFT+PofXrwAP78U4Z+JgK0B6Uxmuvb4e860k/ywSQjjdO8edC2rfRbaOOkMQOPzsLjC9B5K6Qpk04m6965I0/OmQP9+kk7QxI2Tr734MoGKN09jgN/+AG6drVJ1Yjo0B6UxihOzpO71HYrIKcxVanh4fDdd6KOvGuXLobQmIXDU+DIVHBMHqkwoEQJOHECFi0SEdSdO0V4OAlzdAYU6wguaWI5aN8+MdTnz1tqWe+MNlCaODkwXsIHXXZChsJGnODvD598IjN1DhwQEU+NJoHZ/wccnQpdd4kIrFdEFWn58uIp2NnB3r3SG5WECQ2CYzOgi0csB4WESARj3DhwdbXY2t4VbaA0sXJkmhinrrvANYcRJzx4AM2byx3r1q3gbEwcUKMxjd2j4NR8+V6mdhdJrbtHIHexh1Kddv8+3LwpFaNJnLOLIXPJOG4eJ0yQptxENhlY56A0MXLyb9g7GjpvM9I4Xb4MVapAkyYyx0kbJ00CoxTs+EEuyhHGCUTWx2/LGdGUa9RI5I7egwnMKhz2jYEq0UxEfoWnp+hcTp1q82XlUdEGShMtdw7C1iGSeHbLa8QJBw+KZMr330uPRSL7Q9DYPkrJd/LyfxJujixAnNt3LTV21oFffpEG3AIFpO8piXNpLTiliKVBPjxcGuO//BLyGvOHbFtoA6V5C/8nsKI9NJ8N6Y2pbdi+XUQ3//pL/hg0mgRGhcPGgeC5G7rsgBQZIp5Q8NtvpBjRn39Tred5jY9kf7Vq0t6QhFEK9v4Pqn4Ty/3glCkiivt1bC6W7aINlOYNlII13aBIOyjY3IgTNmyAjh2lWq9JE7OvT/P+ERYMq7vCgxPi0b8a1R4YKCXTy5ZhOHgQ+2oVuHPo5XONG8P69dZZsIXw3CVN84U+jOGAixdFNWP+fHBInOUG2kBp3uD6VnhyCeqONuLgDRvkArF2rU0rImsSL0HPYVETeey8FVwiCtDu35e+poAA2LMH3N1xryShaUCeO3kSHj+20srNz55fJPcUbWNuSIjoDY4YIeNEEinaQGleocKl16nOaJknEyv798scp7VroVIli6xP837x/C7MrQ5uBaDdv9LrBEh1aNmy4iUtXSqNuUh/nufOl8e4uEDdunITlQTx3ANPr0HJT2I44Mcfpb0jkTfHawOlecWldWDnCIVbxXHg+fPQsqWoQ2jjpDEDD8/BnCpQ7CP4YPJLLyE0FIYNE6994UL5d6Tki3slUTUPePZyR/PmcgOVxFAKPIZBzR9juJFcs0aalOfPT/TFStpAaV5xYQWU6hbHd/r5czFOv/0m5bwaTQJzcxfMrwN1foFqQ19+H+/dg3r1pFr0+HGoXfut8+ydIHsVuLnz5Y4mTWDbNvnOJiFu7AC/+1Di42ievHIFevWCZcsgQ4ZoDkhcaAOlASAsBC6vj6MwQimp0qtdW+5iNZoE5twyWN4WWi2KdAHeskVCenXrwqZNMscoBnLXhRvbX/6QIYMYtYULzb5uS/HKe/oJ7KLWPbx4IeNsfv5Z+sGSANpAaQCZp5MqK6TOFstBCxbI2Awbn8KpSXwoJdJFm7+UYog8dZGQ3g8/QPfuokQ+bBjYxybVLedd3xZpR58+MGOGvEES4PJ/UjBStH2UJ8LDoVs3GWeTyPNOkUmctYeaBMfvAbhmj+UAb28YOlRi+i4ullqW5j0gNBDW94N7x6DH/peqJXfvwkcfiRrJ8eOQMaNRr5W5FAQ8AW9PSJMT8br8/ODQoUSfLw0Lga2DodHEaCr3hgwBLy/YvDnR550ioz0oDQAvHkKK2K4BI0dK0jkRDDnTJB5878G8WhDk+9I4ZVeS3C9dGho2lJCekcYJZAR8gWZwcfXLHXZ24kVNmmSO5VuUo9MgTW7IFzX1O2GCqJSvXp3kbh61B6UBJAISYxTk+XOYOxdOn7bomjRJmzuHYFlrKNcXqn8Phgf34aM+cOuW5J1KlYrX6xZuBfvHQqXPXu7o00ekj86cgeLFE2z9liTgqQjkdtkR5YkVK+D332WURtq0VlmbOdEelAaANLnA+2YMT86fD/XrJ/mxBRrLcXIeLG4GTaZCje8VhsWLxCCVKgWHD8fbOAHkqQcPToGf18sdqVPDt9/KfLJEyq6RYngzFou0c+VKGDAA1q2DnDmttjZzoj0oDQBp88DTqzE8uWYNDBpk0fVokibhobBlMFxZD113QoZ0XtC6nyjhb9gg1XrviIOLhMEurYWyvV7u7NtXQmF794pOXyLiwUk4sxD6n420c9ky+ZvcuFHCoUkU7UFpAElM2zlIg+QbBAVJ70n16lZZlybp8OIh/NMIHl+EnocUGc4ug5IlZdrysWMJYpwiKNwKzi+PtMPZWZTOBwyQ73QiITwM1vWGuv+LlCNeuBA++0wKIsqUser6zI02UBpACn+KtJE+lDe4dk0GnaVJY41laZIIN3fBjDKQrQJ8NPEqyTo3heHDpSp09OgEnx1WoBncPx4lbN2xI+TLJ+G+RMKRqeCYDEp3R5LEEyaIMvm2bWLckzjaQGleUbSdhBLCQyPtfPzYpCoqjSYy4WGS3P+3A7SY4k9dhx+xq1oJatUSMdcKFczyvo7JoHgnOP5XpJ0GA8yaBcuXS3WgjfP8DuweAU1ngCE4CHr2lGKl/fuhaFFrL88iaAOleUW2itKse2ZRpJ2BgUmudFVjGfy8YGEjuL5F0e+XNeT9vKjkmk6elL4dM0+8LdsLTs6JcsPl5iZFP926yVpsFBUOa3tAhYGQ3u2hKGI8fSrVekm0ICI6tIHSvMJggDqjYOdwmcEDiPf08KE1l6VJhNzYATPLQL4CV+mSognJx34Ds2eLIoSFqkEzFgPXnHAlqqB57dqSj6pXD27csMhaTOXgRFGMqF5us+TmataUmWspU1p7aRZFGyjNG+SsARkKw74xETtyyh9xcHCs52k0IGoHHj/Bho5P6F5lCJWXVsJQpzacOiWqDhamfH848Ec0T3TvLsoodetK35UN8eAkHBrly8e5+mDX7//t3XtU1WW6wPHv3ooIaBpsxAuCgqJyDByFSktDJ7W8TJlaaXmsKSlLG+t4HE/HZrWq0bKVunJVjqWRuRodLclkvGWKxyOhiJcMIUEBUbmqgHIRYZ8/ngPKgOIF+P3YPJ+13rVh89vsd7/Z7+G9PW84RETAe+/JpuNmpvl9YlWnMX+D2I/h7EFk819AgKzkU+oGchNh1X0Xcf/mXaaX9aK97aJs7m6E4bzr6fu0ZKuoynB+rVdfldVw998PO3bUckHjK7tkZ/8fNjPdGoSzW7lsLjYgsJuFBihVw13eMOIj2DAFLl9CMiSvWFHn61TzZK+AfYtKOTTgY55J6UlQ6DGs+36Gzz6TFaAGsraEIW/JsHWt/vQnWL1aTp99+20oL2/E2lVn/zmW837DCMt/nVYRn8iQ6F13GVYfM9AApWoV9Cx0DoHIqWB/aTps2mTqSWVljPyUy+ztG0Gf/+rFkNCttIrejOWbb2Q5t0ncMxkKT1+nFwVyPHx8vBwd37+/bH5tzOznBw7A+PGUjpxAkusztM44imX0qMZ7fxPTAKVqZbHIUN/Fs7BrSXv563LKFCgrM7pqygTsBYWcnrwIS4A//1b6NW5bv6bVrqg7SlHUUKwtIewd2Pq6zJHVqmNH2Vv09tvwxhuykGLHDjnGoiEUFMCyZbIAYvx4stwGsrztb/Tb+yJObTXBTyUNUOq6WjrDUxtkb9Q+ywwZrpk0SRdMNGeZmZS8+ialtu4U/3MfpasiaZ+yA2uYuTON9H1aMjHELLrBRRaLnBb9yy/w7LMwe7YsEpo7V+bS7jRYnTghZ1NNmCC/98cfYf58Tq0+warNs5n4gwttO93ZWzgai93uICd5ASEhIcTFxRldDYdzIRUiHoIhc0rpv+1JORvqq6+gWzeDa6Yahd0OsbHYly2n/B+RHKmYTPlrb9D/r360cDK6cjfvQiosD4EXYsCj502+6OhRmaNatw7On5eNxffdB0FB0uvq0EFO+HVxkT2DlSUrS4bEK0tsrJx4+/DDknj5kUfAy4tTMbDmMRi3qpZjNJQGKHVzziXDV0PhwT+XE1r0EXz4IcyYATNnyuZH5XjOnZOb8+efcyW/hAMVL5La/Y8M/9ITd/NMMd2Sn5dIOq+pO2WE4JZkZUmgiY2FhAT5PjtbHouLJUg5O8vGdpsNevWSFbABATL02bdvtcMENTjVTQOUumnnT0iyz8AJMOy541jeXyCZzseNk6G/sLA6j+RWJldaKmcxrVkDUVGUDx9FPNOIjg7j4YUWgqc27QNb7RWwbiI4ucHjXxn3WU7+BOuf1uBUFw1Q6pZcyoG/jwH3njB2OTidy5Cb2Zo1kJoqk8vDhsGQIZKlWgOW+ZWUSGbsdesgKgqCgrBPmMgv9klsX+BBzzHw+7/WceJyE1JWBF8Ogd7jYMh/N+572+2yx3DPAhj/d+g+tHHfv6nRAKVu2eVLsCkcso/Ck9+Bu////yAjA376ScqePTL00b8/hITImH3fvtCnD7i6Glr/Zs9ul3mRbdskMFUur54wAZ54goz0TmyeCdYW8MjH0CXU6ArXv8IzsGIQ3DsDBv5H4/SkrpTAppch8yA8FQl3d2/492zqNECp22K3w/5PIPodeHQp9H2qlovOnZM9HnFxMtl89KjcGL29pXfVq9fVEhAgk81NefzIrMrLZc5k716IiYGdO2VF2siRMGKEZCrw8OBCGux8C078CA+/L3vhLA68zrcgA74ZDV0fgEc/luXoDSVttwQnryD4wwpo5dZw7+VINECpO3J6P0T+O3S4B0Z9Am6edbygrAyOH4ekpKslMVGeKy2VDZ6Vxd8funcHPz/o2hVa6v6QOl25cjVj+KFDcPAg7N8vwX/gQBg0SA6f7N276o+Bojz4n/lwOAJCX4VBs8G5mSQwKC2AdU9KxvMxf7tmNKCeFOXB9v+EE9ulN9r7cf0b7FZogFJ3rKwYdv4Fjnwt2dD7PS/DQ7fs/Hk5IDE5WQLWyZOyd+TECRku9PaWgOXrK0vcfX2vli5dwKkJrXm+UxcvSrskJcGxYxLkjx2T4NS5sxwD3q+fHGp3773gWfMvh8uXYN9SSaYaOBEe+gu06dj4H8Vo5WXw82JJkHzvDHjgz3Ke1J3IPyVte3Cl9ESHvgvObeunvs2JBihVb84cgC1/givFMHIJ+Nbn3s3SUkhLk6CVlna1pKbKY1aWLO319pbelre3lE6dZL9K5aO7u/n/hLXbZXg0I0PKqVPymJoqQSklBQoLJVj36iW9oT595LF3b2h74zvh5YtyUmvMIsleP+w98AhonI9mZvmnJNtE2m4ImgL9XwDPwJt/fWkhpO6Eo2sgZSsET4X7XoP23Rqsyg5PA5SqV3Y7/LoWfpwLtl6SqNPnwUZ44ytXIDOz+g09IwPOnpXnMzPl66Ii2Vxps4GHR83Srp3c4Nu0kcfK0rq1ZOSuLE5ONY8/sNulVFTIyrjiYimVX1+6BPn50lO8cOFqycmpvqcmO1v21FQG2spHX18Z9vTzk2B7i8cvlBbKvOHPi6HbUPlv06F5HMx6S/KOS8/ncAS4eMgikc6hYOsjc0ctXWS+qvAM5KfB+ZNw6n/hzH459DNgLPR7Dlq3M/qTNH0aoFSDKL8Mh1fJ3EZ7X7j/Deg56jaH/upT5S7/3FzIy6tecnOlZ1JbuXy5ZqlcQl8ZlEB6ZxaLBDQXl+rF1VWOL2nf/mpp106G3yozEnToIMXlDseYrlFwWoab4r8A/+ESmG6lZ9BcVVyBzMNwJk7Kud9kiXpZMVSUyenT7XyldA6RJeOtmtd5gg1OA5RqUOVlMuSxbykU5UDIdPjdH8HVZnTN7pDdLr02kJ6M1Wq6ocOsIzKMl7RRhqzun6VLm1XTogFKNZrT+2SIKTESfB+Sm2avsdCytdE1cxxXSiFhPcR9BhdOQugMCHkJXDQblWqCdN2uajRd7pVSWgDHNkD8ctj0EgSMll39/iN1f8jtyjkGhyLg0JfQMRgGviFzIU0pmatS/8rwHtSlS5eYO3cuXl5ezJs3745+l/agmp7CM9KjStwgPaxuQ6HnaMlP1q6r0bUzt6JcGT49/JXMM93zDAyYpivylOMwvAdVUFDAo48+Snx8fI2fRUdHExMTQ35+PrNmzcLLy8uAGqqG1LYzhL4ipfg8HI+C5M3w05uS+83/EZnY93lQJ6BBglLi93BsvWTDDhgNQ98Dv983bCYEpYxg+D/pTp06kZSUVOvPlixZwrfffsuBAwdYsWIFb775Zo1rli9fzvLlywHIyclp0LqqhuVyt2xqDHoWKsrhbDwkb4E978sqKq97wDcMuoVB14HNJ9vBuWQ4vhmSIqUd/EfIHpsJ/9DNn8qxNWqAOnr0aI1hvMrgUpuioiKsViuenp6kp6fXek14eDjh4eGADPEpx2BtIftPuoTCQ2/J0t7TsZC6SzJBn4mTFWld7pdg5T1Q9l05Qu64kguyWTR5K6Rskc/e4xFZ8NBjJDhprl3VTDRqgOrbty+RkZE1nk9ISKj1ejc3NyoqKsjJycHHx6eBa6fMzMlFek7dwuT78jLIOizDXCd3wO73ZBm7VzB06i+l4+/A1vs2DqZrRHa7nPR6ai+k75ENnxdOyoZP/5GS9bpDX9OtYFeqURi+SKKgoIB3332X5ORkFi5cSM+ePXnuueeIiIi45TkoXSTRvBWfh8xDMjSYGQ9nD8ohi+18wLOPZALwDAT3HpJ+pk3Hxutx2e1QfA7Op8j+pKwjEmCzjkhmgq6DJKu2z4PQsZ+uvlMKTBCg6pMGKPWvyi/LHE7OMchJgNxjErQupMpQWjsfyXRxlze4ekpx85SNxK42GU5r2fqa4gLY5feWl0lGgfIyKLskmauL864+XsqW97lwUtLhWKxwt5/MpXUIkuXgXkGOcxCgUvXN8EUSSjWkFq2k1+QZCIyv/rOyIshPlyBSkCEr5C5mQs5ROTm4OE+uuVIipaxYEuFarGB1kl6O1Unew8kVXD0kd5uLh3x9V1fwGSxzZe27yyIQpdTN0wClmi0nV5mjsvU2uiZKqdo4wJonpZRSjkgDlFJKKVPSAKWUUsqUNEAppZQyJQ1QSimlTEkDlFJKKVPSAKWUUsqUNEAppZQyJQ1QSimlTEkDlFJKKVPSAKWUUsqUNEAppZQyJQ1QSimlTEkDlFJKKVNyqAMLbTYb3bp1M+S9c3Jy8PT0NOS9mwptoxvT9qmbttGNNdX2sdlsbNmypcbzDhWgjKSn+dZN2+jGtH3qpm10Y47WPjrEp5RSypQ0QCmllDIlDVD1JDw83OgqmJ620Y1p+9RN2+jGHK19dA5KKaWUKWkPSimllClpgFJKqSZs6NCh7Nmzx+hqNIiWRlegKdq4cSOJiYmUlZUREBDAxIkTAUhISGDNmjVYLBYmTZpE7969Da6pca7XRqtWrWL37t0ATJ8+nQEDBhhZTcMcPnyY/fv3U1RURG5uLu+88w4A0dHRxMTEkJ+fz6xZs/Dy8jK4psa5XhstXryYX3/9FYC33noLX19fI6tpqG3btuHm5lbtOUe6D2kP6jYMGDCAOXPmMGPGDNauXVv1/KJFi5g5cyYzZsxg0aJFBtbQeNdrI4vFwqBBg+jXrx/du3c3sIbGCg4OZtiwYSQmJjJ48OCq55csWcKcOXN44oknWLFihYE1NN712sjJyYnBgwfTv39/OnToYGANjWW324mLiyMkJKTa8450H9IAdRu6dOkCwIYNG5g9e3bV8xkZGdhsNmw2G6dOnTKqeqZwvTZ67LHHeP755xkzZgzz5s0zqnqm4Ofnx8KFC1m2bFnVc0VFRVitVjw9PUlPTzewduZQWxtNmTKFqVOnEhgYyNKlSw2snbG+++47xo0bV+N5R7oPaYC6TVFRUfj5+VXdiAG8vb3Jzc0lNzeXrl27Glg7c6itjZKTk7FYLHh4eJCdnW1g7Yy1detWANq0aUNhYWHV825ublRUVJCTk4OPj49R1TOF67VRSkoKQLP/N5Samkp0dDRxcXF8//335OTkAI51H9Jl5rchMjKSDz74gODgYAoLC3F2duaLL74gMTHRYcZ+79T12uijjz7CxcWFrKwsRo0axcCBA42uqiFWr15Neno6VqsVHx8ftm3bRkREhM5BXeN6bTR37lz8/f357bffCA8Pp2fPnkZX1TCpqam89tprBAYGkp2d7XD3IQ1QSimlTEmH+JRSSpmSBiillFKmpAFKKaWUKWmAUkopZUoaoJRSSpmSBiillFKmpAFKKaWUKWmAUqoJKCkpMboKSjU6DVBKGWT+/Pn06NGDzz//nMWLF/Pyyy9TVFRU47offvihWqqf6zly5Aj79u1riKoqZQgNUEoZJDQ0lHHjxjFt2jRef/11MjMz2b59e7Vrzp49S0FBAZ6ennX+vqCgIHbv3s3ly5cbqspKNSoNUEoZJDY2lrCwMACysrLIy8vjgQceqHbNypUrefzxx2/6dw4fPpz169fXYy2VMo4GKKUMEhcXR0lJCZ9++imLFy9my5Yt2Gy2atdkZ2dXHUi3adMmBg0aRFRUFAsWLGDlypVERUUxa9YsTp8+DUgvKiYmptE/i1INQQOUUgbJy8tj/PjxvPLKK+zduxdnZ+ca11y7OGLMmDFcvHiRESNGMH78eNatW8fo0aMJDAysOqXYYrGg+Z+Vo9AApZQB0tLS6NixY9X36enplJaW1riurKys2vfu7u44OTnRqlWrqqM4WrVqVe21tS20UKop0gCllAFiY2MJDg4GoLS0lDNnzuDm5kZWVla161q0aHHLv9tq1f+tlWPQf8lKNbLo6GiWLVtGUlISWVlZODs7M3bsWNauXVsjQLm6ulZ9vXnzZhISEti6dSurV68mPj6e2NhYNm7cyMaNG8nPz6/xGqWaMj2wUCkT+/DDD3nhhRdwd3e/qeuTk5PZtWsXL774YgPXTKmGpz0opUxs2rRprFu37qavj4qKYvLkyQ1YI6UajwYopUysffv29OnTh7S0tDqvTUlJISgoSIf4lMPQIT6lHERJSQmtW7c2uhpK1RsNUEoppUxJh/iUUkqZkgYopZRSpqQBSimllClpgFJKKWVKGqCUUkqZkgYopZRSpvR/yrUoU3SkVL4AAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_boundaries(\n", + " eqs=[eq, eq6],\n", + " labels=[\n", + " \"Before optimization\",\n", + " \"After optimization\",\n", + " ],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n", + " )" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" }, { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 76.4 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 279 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 39.8 ms\n", - "Timer: Objective build = 238 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 78.8 ms\n", - "Timer: Objective build = 93.7 ms\n", - "Timer: Proximal projection build = 1.45 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 122 ms\n", - "Timer: Linear constraint projection build = 320 ms\n", - "Number of parameters: 8\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 1.98 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.516e+01 3.369e+02 \n", - " 1 16 1.516e+01 0.000e+00 0.000e+00 3.369e+02 \n", - "Warning: Maximum number of function evaluations has been exceeded.\n", - " Current function value: 1.516e+01\n", - " Total delta_x: 0.000e+00\n", - " Iterations: 1\n", - " Function evaluations: 16\n", - " Jacobian evaluations: 1\n", - "Timer: Solution time = 1.40 min\n", - "Timer: Avg time per step = 42.2 sec\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.516e+01 --> 1.516e+01, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.048e-03 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.424e-08 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 6.532e-05 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.171e-03 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.709e-08 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 7.301e-05 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.479e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.438e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.457e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.479e+00 --> 2.479e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.438e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.457e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 6.000e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.962e+01 (N)\n", - "Minimum absolute Force error: 1.193e-05 --> 1.193e-05 (N)\n", - "Average absolute Force error: 5.532e-01 --> 5.532e-01 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.420e-05 (normalized)\n", - "Minimum absolute Force error: 8.629e-12 --> 8.629e-12 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 4.003e-07 (normalized)\n", - "R boundary error: 0.000e+00 --> 0.000e+00 (m)\n", - "Z boundary error: 0.000e+00 --> 0.000e+00 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n", - "Optimization successful for qs_weight=99.99999999999996, ar_weight=99.99999999999996\n", - " qs_weight aspect_ratio_weight status\n", - "0 1.0 1.0 Success\n", - "1 1.0 4.6415888336127775 Success\n", - "2 1.0 21.54434690031882 Success\n", - "3 1.0 99.99999999999996 Success\n", - "4 4.6415888336127775 1.0 Success\n", - "5 4.6415888336127775 4.6415888336127775 Success\n", - "6 4.6415888336127775 21.54434690031882 Success\n", - "7 4.6415888336127775 99.99999999999996 Success\n", - "8 21.54434690031882 1.0 Success\n", - "9 21.54434690031882 4.6415888336127775 Success\n", - "10 21.54434690031882 21.54434690031882 Success\n", - "11 21.54434690031882 99.99999999999996 Success\n", - "12 99.99999999999996 1.0 Success\n", - "13 99.99999999999996 4.6415888336127775 Success\n", - "14 99.99999999999996 21.54434690031882 Success\n", - "15 99.99999999999996 99.99999999999996 Success\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "# # Generate the weight combinations and run experiments\n", - "# weight_combinations = generate_weights(num_weights=4)\n", - "# eqfam, results_df = run_all_experiments(eq, weight_combinations)\n", - "\n", - "# # Display the results\n", - "# print(results_df)" + "plot_boozer_surface(eq6)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Running full simulations with all modes ###" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "eq_test = eq.copy()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "eqfam2 = run_steps(eq_test,qs_weight=8)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot_Kd(eqfam2[0])" ] }, { - "cell_type": "markdown", - "metadata": {}, + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], "source": [ - "### Check influence of different boundary mode number ###" + "plot_Kd(eqfam2[1])" ] }, { "cell_type": "code", "execution_count": null, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ - "def generate_weights(num_weights=4, min_weight=1, max_weight=8):\n", - " \"\"\"\n", - " Generate logarithmically spaced weights for optimization parameters between min_weight and max_weight.\n", - "\n", - " Parameters:\n", - " - num_weights: Number of weights to generate for each parameter.\n", - " - min_weight: Minimum weight value.\n", - " - max_weight: Maximum weight value.\n", - "\n", - " Returns:\n", - " - A list of tuples (qs_weight, aspect_ratio_weight) with all combinations of weights.\n", - " \"\"\"\n", - " # Generate weights in log space between min_weight and max_weight\n", - " qs_weights = jnp.linspace(min_weight, max_weight, num=num_weights)\n", - " aspect_ratio_weights = jnp.linspace(min_weight, max_weight, num=num_weights)\n", - "\n", - " # Create all combinations of the weights\n", - " weight_combinations = [(qs, ar) for qs in qs_weights for ar in aspect_ratio_weights]\n", - " return weight_combinations\n", - "\n", - "\n", - "def run_all_experiments(eq, weight_combinations, maxiter=3):\n", - " \"\"\"\n", - " Run a series of optimizations for each weight combination and store results.\n", - "\n", - " Parameters:\n", - " - eq: Initial DESC equilibrium object.\n", - " - weight_combinations: List of (qs_weight, aspect_ratio_weight) tuples.\n", - " - maxiter: Maximum number of iterations for each optimization.\n", - " - method: Optimization method for DESC.\n", - " - target_type: Target type for effective radius optimization.\n", - "\n", - " Returns:\n", - " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", - " - results_df: Pandas DataFrame containing the weight values for each run.\n", - " \"\"\"\n", - " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", - " results = [] # List to store weight values for each experiment\n", - "\n", - " for qs_weight, ar_weight in weight_combinations:\n", - " eq_test = eq.copy()\n", - " try:\n", - " # Run optimization for each weight combination\n", - " eq_new = run_step_weights_target(\n", - " k=1,\n", - " eq=eq_test,\n", - " maxiter=maxiter,\n", - " qs_weight=qs_weight,\n", - " aspect_ratio_weight=ar_weight,\n", - " n_wells=5,\n", - " n_pol=8,\n", - " )\n", - " # Append the new equilibrium to the family\n", - " eqfam.append(eq_new)\n", - " # Log the weight values\n", - " results.append(\n", - " {\n", - " \"qs_weight\": qs_weight,\n", - " \"aspect_ratio_weight\": ar_weight,\n", - " \"status\": \"Success\",\n", - " }\n", - " )\n", - " print(\n", - " f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", - " )\n", - " except Exception as e:\n", - " print(\n", - " f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", - " )\n", - " results.append(\n", - " {\n", - " \"qs_weight\": qs_weight,\n", - " \"aspect_ratio_weight\": ar_weight,\n", - " \"status\": \"Failed\",\n", - " }\n", - " )\n", - "\n", - " # Convert results to a DataFrame\n", - " results_df = pd.DataFrame(results)\n", - " return eqfam, results_df" + "plot_Kd(eqfam[2])" ] }, { "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_711657/340845394.py:33: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 631 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 325 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 37.0 ms\n", - "Timer: Objective build = 1.45 sec\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 602 ms\n", - "Timer: Objective build = 672 ms\n", - "Timer: Proximal projection build = 7.08 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed pressure\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Timer: Objective build = 620 ms\n", - "Timer: Linear constraint projection build = 2.02 sec\n", - "Number of parameters: 16\n", - "Number of objectives: 1689\n", - "Timer: Initializing the optimization = 9.77 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.507e+01 8.511e+01 \n", - " 1 4 1.437e+01 6.986e-01 8.709e-03 1.742e+02 \n", - " 2 5 7.870e+00 6.505e+00 2.861e-02 4.774e+02 \n", - " 3 9 7.323e+00 5.466e-01 9.903e-04 3.908e+02 \n", - "Warning: Maximum number of iterations has been exceeded.\n", - " Current function value: 7.323e+00\n", - " Total delta_x: 3.403e-02\n", - " Iterations: 3\n", - " Function evaluations: 9\n", - " Jacobian evaluations: 4\n", - "Timer: Solution time = 13.3 min\n", - "Timer: Avg time per step = 3.33 min\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.496e+01 --> 7.273e+00, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.848e-01 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.798e-08 --> 1.770e-06 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.443e-02 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 2.066e-01 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.010e-08 --> 1.979e-06 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.613e-02 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 2.472e+00 --> 2.117e+00 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.418e+00 --> 1.142e+00 ~\n", - "Average absolute Effective radius of curvature R_eff: 2.446e+00 --> 1.614e+00 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 2.472e+00 --> 2.117e+00 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.418e+00 --> 1.142e+00 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 2.446e+00 --> 1.614e+00 (normalized)\n", - "Aspect ratio: 6.000e+00 --> 5.927e+00 (dimensionless)\n", - "Maximum absolute Force error: 1.962e+01 --> 1.766e+02 (N)\n", - "Minimum absolute Force error: 5.259e-05 --> 2.064e-04 (N)\n", - "Average absolute Force error: 5.532e-01 --> 3.881e+00 (N)\n", - "Maximum absolute Force error: 1.420e-05 --> 1.278e-04 (normalized)\n", - "Minimum absolute Force error: 3.805e-11 --> 1.494e-10 (normalized)\n", - "Average absolute Force error: 4.003e-07 --> 2.808e-06 (normalized)\n", - "R boundary error: 0.000e+00 --> 1.253e-19 (m)\n", - "Z boundary error: 0.000e+00 --> 3.103e-17 (m)\n", - "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", - "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "==============================================================================================================\n" - ] - } - ], + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "rho=0.5\n", + "iota_grid = LinearGrid(rho=rho)\n", + "iota = jnp.abs(eqfam2[2].compute(\"iota\", iota_grid)[\"iota\"][0])\n", + "grid = get_field_line_grid(eqfam2[2], iota, n_pol=11, rho=rho)\n", + "Kd = get_value(eqfam2[2], \"Kd\", grid)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plt.figure()\n", + "plt.plot(grid.nodes[:,2][475:525],Kd[475:525])\n", + "plt.axhline(0,color='r',linestyle='--')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot_Kd(eqfam2[3])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "plot_boundaries(\n", + " eqs=[eq, eqfam[2]],\n", + " labels=[\n", + " \"Before optimization\",\n", + " \"After optimization\",\n", + " ],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "_,ax = plot_qs_error(eqfam[2],fC=False,fT=False)\n", + "ax.grid('on')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], "source": [ - "eq_test = eq.copy()\n", - "eq2 = run_step_weights_target(2, eq_test)" + "plot_boozer_surface(eqfam[2],rho=0.8)" ] }, { @@ -2200,11 +1333,13 @@ }, { "cell_type": "code", - "execution_count": 36, - "metadata": {}, + "execution_count": null, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ - "def plot_Kd_family(eqfam, results_df, n_pol=16, rho=0.5, n_wells=5):\n", + "def plot_Kd_family(eqfam, results_df, n_pol=11, rho=0.5, n_wells=5):\n", " \"\"\"\n", " Plot Kd for each equilibrium in the family in a 4x4 grid.\n", "\n", @@ -2261,6 +1396,7 @@ " verticalalignment=\"top\",\n", " bbox=props,\n", " )\n", + " ax.grid()\n", " else:\n", " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", "\n", @@ -2273,8 +1409,10 @@ }, { "cell_type": "code", - "execution_count": 38, - "metadata": {}, + "execution_count": null, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def plot_boozer_family(\n", @@ -2345,8 +1483,10 @@ }, { "cell_type": "code", - "execution_count": 46, - "metadata": {}, + "execution_count": null, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def plot_quasisymmetry_error_family(eqfam, results_df):\n", @@ -2375,14 +1515,14 @@ " fig_qs_error, ax = plot_qs_error(\n", " eq_initial,\n", " helicity=(1, 0),\n", - " fT=True,\n", - " fC=True,\n", + " fT=False,\n", + " fC=False,\n", " legend=False,\n", " rho=10,\n", " ax=ax,\n", " )\n", " plot_qs_error(\n", - " eq, helicity=(1, 0), fT=True, fC=True, ax=ax, marker=[\"x\"], rho=10\n", + " eq, helicity=(1, 0), fT=False, fC=False, ax=ax, marker=[\"x\"], rho=10\n", " )\n", "\n", " # Add the weight information in a text box\n", @@ -2402,6 +1542,7 @@ " verticalalignment=\"top\",\n", " bbox=props,\n", " )\n", + " ax.grid()\n", " else:\n", " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", "\n", @@ -2414,8 +1555,10 @@ }, { "cell_type": "code", - "execution_count": 42, - "metadata": {}, + "execution_count": null, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def plot_boundaries_family(\n", @@ -2494,20 +1637,11 @@ }, { "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], "source": [ "# Example usage\n", "plot_Kd_family(eqfam, results_df)" @@ -2515,70 +1649,48 @@ }, { "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": { + "tags": [] + }, + "outputs": [], "source": [ - "plot_boundaries_family(eqfam, results_df)" + "plot_quasisymmetry_error_family(eqfam, results_df)" ] }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "plot_quasisymmetry_error_family(eqfam, results_df)" + "plot_boundaries_family(eqfam, results_df)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python (desc)", "language": "python", - "name": "python3" + "name": "desc" }, "language_info": { "codemirror_mode": { @@ -2594,5 +1706,5 @@ } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/critical_gradient_jax.ipynb b/critical_gradient_jax.ipynb deleted file mode 100644 index 9c8f90fc75..0000000000 --- a/critical_gradient_jax.ipynb +++ /dev/null @@ -1,1034 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Jit comtpatible critical gradient #" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Imports and basic functions ##" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DESC version 0.12.2+415.g7a626261f.dirty,using JAX backend, jax version=0.4.31, jaxlib version=0.4.31, dtype=float64\n", - "Using device: CPU, with 21.90 GB available memory\n" - ] - } - ], - "source": [ - "# Imports\n", - "\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from scipy.integrate import cumulative_trapezoid\n", - "\n", - "\n", - "import desc.io\n", - "from desc.equilibrium.coords import get_rtz_grid\n", - "from desc.grid import Grid, LinearGrid\n", - "\n", - "# from desc.compute.utils import dot\n", - "from desc.backend import jnp, jit, functools\n", - "from desc.plotting import plot_surfaces\n", - "from desc.examples import get\n", - "from desc.utils import take_mask" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Function to get value of a parameter directly\n", - "def get_value(eq, name, grid):\n", - " return eq.compute(name, grid=grid)[name]\n", - "\n", - "\n", - "# @jit\n", - "def get_arc_length(diff_l, grid):\n", - " # Integrate differential length along field line with respect to zeta\n", - " return cumulative_trapezoid(diff_l, x=grid.source_grid.nodes[:, 2], initial=0)\n", - "\n", - "\n", - "# Function to get the straight field line coordinate system, need iota for jit\n", - "@functools.partial(jit, static_argnames=[\"rho\", \"alpha\", \"n_pol\", \"n_points\"])\n", - "def get_field_line_grid(eq, iota, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", - " n_tor = n_pol / (iota * eq.NFP)\n", - " good_grid = get_rtz_grid(\n", - " eq,\n", - " jnp.array(rho),\n", - " # np.array(rho),\n", - " jnp.array(alpha),\n", - " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " jnp.linspace(0, 2 * n_tor * jnp.pi, n_points * n_pol),\n", - " coordinates=\"raz\",\n", - " iota=iota,\n", - " period=(jnp.inf, 2 * jnp.pi, jnp.inf),\n", - " )\n", - " return good_grid\n", - "\n", - "\n", - "@jit\n", - "def get_drift_curvature(eq, grid):\n", - " cvdrift = get_value(eq, \"cvdrift\", grid=grid)\n", - " a = get_value(eq, \"a\", grid=grid)\n", - " B = get_value(eq, \"|B|\", grid=grid)\n", - " drift_curvature = a**2 * jnp.multiply(cvdrift, B)\n", - " # drift_curvature = cvdrift\n", - " return drift_curvature, a" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Masks and data extraction ##" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "@jit\n", - "def old1_create_well_masks(Kd):\n", - " # Get positvie and negatvie regions as well as 0 crossings\n", - "\n", - " # Step 1: Identify the sign of the first element\n", - " sign_0 = jnp.sign(Kd[0])\n", - " signs = jnp.sign(Kd)\n", - "\n", - " # Step 2: Create masks based on the sign of Kd\n", - " mask_bad = signs == sign_0 # Mask for values with the same sign as Kd[0]\n", - " mask_good = signs != sign_0 # Mask for values with the opposite sign as Kd[0]\n", - "\n", - " # Step 3: Compute zero crossings as a boolean array\n", - " sign_changes = signs[:-1] * signs[1:] < 0\n", - "\n", - " # Create a mask of the same size as the input array\n", - " mask_zeros = jnp.zeros_like(Kd, dtype=bool)\n", - "\n", - " # Set True for the points where the *next* element changes sign\n", - " mask_zeros = mask_zeros.at[:-1].set(sign_changes)\n", - "\n", - " masks = {\n", - " \"zeros\": mask_zeros,\n", - " \"bad\": mask_bad,\n", - " \"good\": mask_good,\n", - " }\n", - "\n", - " return masks" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "def old1_plot_masks(Kd):\n", - " masks = old1_create_well_masks(Kd)\n", - " # Plotting\n", - " plt.figure(figsize=(10, 6))\n", - " plt.plot(Kd, label=\"Kd\", color=\"orange\")\n", - "\n", - " # Define colors and labels for different masks\n", - " mask_info = {\n", - " \"good\": {\"color\": \"green\", \"label\": \"Good Points\"},\n", - " \"bad\": {\"color\": \"blue\", \"label\": \"Bad Points\"},\n", - " \"zeros\": {\"color\": \"red\", \"label\": \"Zero Points\"},\n", - " }\n", - "\n", - " # Iterate over masks and plot corresponding points\n", - " for mask_key, mask in masks.items():\n", - " plt.scatter(\n", - " jnp.arange(len(Kd))[mask],\n", - " Kd[mask],\n", - " color=mask_info[mask_key][\"color\"],\n", - " label=mask_info[mask_key][\"label\"],\n", - " zorder=5,\n", - " )\n", - "\n", - " # Add labels and legend\n", - " plt.title(\"Kd with Good, Bad, and Zero Points\")\n", - " plt.xlabel(\"Index\")\n", - " plt.ylabel(\"Kd Value\")\n", - " plt.legend()\n", - " plt.grid()\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "@jit\n", - "def old2_create_well_masks(Kd):\n", - " # Step 1: Identify sign changes in Kd\n", - " signs = jnp.sign(Kd)\n", - "\n", - " # Create masks for positive and negative crossings of the same size as Kd\n", - " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - "\n", - " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set(\n", - " (signs[:-1] == 1) & (signs[1:] == -1)\n", - " )\n", - "\n", - " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set(\n", - " (signs[:-1] == -1) & (signs[1:] == 1)\n", - " )\n", - "\n", - " # Masks for good and bad points\n", - " mask_good = Kd >= 0 # Same sign as Kd[0]\n", - " mask_bad = ~mask_good\n", - "\n", - " # Store masks in a dictionary\n", - " masks = {\n", - " \"bad\": mask_bad,\n", - " \"good\": mask_good,\n", - " \"positive_crossings\": positive_crossings,\n", - " \"negative_crossings\": negative_crossings,\n", - " }\n", - "\n", - " return masks" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "def old2_plot_masks(Kd):\n", - " # Generate masks\n", - " masks = old2_create_well_masks(Kd)\n", - "\n", - " # Plotting\n", - " plt.figure(figsize=(10, 6))\n", - " plt.plot(Kd, label=\"Kd\", color=\"blue\", marker=\"o\")\n", - "\n", - " # Define colors and labels for different masks\n", - " mask_info = {\n", - " \"good\": {\"color\": \"green\", \"label\": \"Good Points\"},\n", - " \"bad\": {\"color\": \"orange\", \"label\": \"Bad Points\"},\n", - " \"positive_crossings\": {\"color\": \"cyan\", \"label\": \"Positive Crossings\"},\n", - " \"negative_crossings\": {\"color\": \"magenta\", \"label\": \"Negative Crossings\"},\n", - " }\n", - "\n", - " # Iterate over masks and plot corresponding points\n", - " for mask_key, mask in masks.items():\n", - " if mask_key in [\"positive_crossings\", \"negative_crossings\"]:\n", - " # Get the indices for crossings, adjusting for plotting\n", - " indices = jnp.arange(len(Kd))[mask]\n", - " plt.scatter(\n", - " indices,\n", - " Kd[indices],\n", - " color=mask_info[mask_key][\"color\"],\n", - " label=mask_info[mask_key][\"label\"],\n", - " zorder=5,\n", - " )\n", - " else:\n", - " plt.scatter(\n", - " jnp.arange(len(Kd))[mask],\n", - " Kd[mask],\n", - " color=mask_info[mask_key][\"color\"],\n", - " label=mask_info[mask_key][\"label\"],\n", - " zorder=5,\n", - " )\n", - "\n", - " # Add labels and legend\n", - " plt.title(\"Kd with Good, Bad, Positive, and Negative Crossings\")\n", - " plt.xlabel(\"Index\")\n", - " plt.ylabel(\"Kd Value\")\n", - " plt.legend()\n", - " plt.grid()\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 77, - "metadata": {}, - "outputs": [], - "source": [ - "@functools.partial(jit, static_argnames=\"n_wells\")\n", - "def create_well_masks(Kd, n_wells=10):\n", - " # Step 1: Identify sign changes in Kd\n", - " signs = jnp.sign(Kd)\n", - "\n", - " # Create masks for positive and negative crossings of the same size as Kd\n", - " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - "\n", - " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set(\n", - " (signs[:-1] == 1) & (signs[1:] == -1)\n", - " )\n", - "\n", - " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set(\n", - " (signs[:-1] == -1) & (signs[1:] == 1)\n", - " )\n", - "\n", - " n_pos = positive_crossings.sum()\n", - " n_neg = negative_crossings.sum()\n", - "\n", - " n_well_real = (n_pos + n_neg - 1) // 2\n", - "\n", - " # Masks for good and bad points\n", - " mask_good = Kd >= 0 # Same sign as Kd[0]\n", - " mask_bad = ~mask_good\n", - "\n", - " # Create cumulative sums for positive and negative crossings\n", - " cumulative_positive = jnp.cumsum(positive_crossings)\n", - " cumulative_negative = jnp.cumsum(negative_crossings)\n", - "\n", - " # Create a mask that identifies the range between positive and negative crossings\n", - " in_well = cumulative_positive < cumulative_negative\n", - "\n", - " lengths_pos = jnp.zeros(n_wells, dtype=int)\n", - " lengths_neg = jnp.zeros(n_wells, dtype=int)\n", - " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", - " masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype)\n", - " Kd_wells = jnp.zeros(\n", - " (n_wells, Kd.shape[0]), dtype=Kd.dtype\n", - " ) # Initialize with zeros\n", - "\n", - " # Use a loop to fill the lengths array\n", - " for i in range(1, n_wells):\n", - " lengths_pos = lengths_pos.at[i].set((cumulative_positive == i).sum())\n", - " lengths_neg = lengths_neg.at[i].set((cumulative_negative == i).sum())\n", - "\n", - " well_mask = (cumulative_negative == i) & (\n", - " cumulative_negative == cumulative_positive\n", - " )\n", - " lengths_wells = lengths_wells.at[i].set(well_mask.sum())\n", - "\n", - " # lengths_wells = lengths_wells.at[i].set(((cumulative_negative == i) & (cumulative_negative == cumulative_positive)).sum())\n", - " # Fill the corresponding row in the masks array\n", - " masks_wells = masks_wells.at[i].set(\n", - " well_mask.astype(Kd.dtype)\n", - " ) # Store mask as row\n", - " well_values = take_mask(Kd, well_mask, fill_value=0)\n", - " # Store the well values in the corresponding row\n", - " Kd_wells = Kd_wells.at[i, : well_values.size].set(well_values)\n", - "\n", - " cumulatives = {\n", - " \"cum_pos\": cumulative_positive,\n", - " \"cum_neg\": cumulative_negative,\n", - " }\n", - "\n", - " lengths = {\n", - " \"lengths_pos\": lengths_pos,\n", - " \"lengths_neg\": lengths_neg,\n", - " \"lengths_wells\": lengths_wells,\n", - " }\n", - "\n", - " # Store masks in a dictionary\n", - " masks = {\n", - " \"bad\": mask_bad,\n", - " \"good\": mask_good,\n", - " \"positive_crossings\": positive_crossings,\n", - " \"negative_crossings\": negative_crossings,\n", - " \"wells\": masks_wells,\n", - " }\n", - "\n", - " return masks, lengths, cumulatives, Kd_wells" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Extracting ##" - ] - }, - { - "cell_type": "code", - "execution_count": 361, - "metadata": {}, - "outputs": [], - "source": [ - "@functools.partial(jit, static_argnames=[\"n_wells\", \"order\"])\n", - "def extract_Kd_old(Kd, n_wells=10, order=False):\n", - " # Step 1: Identify sign changes in Kd\n", - " signs = jnp.sign(Kd)\n", - "\n", - " # Create masks for positive and negative crossings of the same size as Kd\n", - " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - "\n", - " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set(\n", - " (signs[:-1] == 1) & (signs[1:] == -1)\n", - " )\n", - "\n", - " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set(\n", - " (signs[:-1] == -1) & (signs[1:] == 1)\n", - " )\n", - "\n", - " # Create cumulative sums for positive and negative crossings\n", - " cumulative_positive = jnp.cumsum(positive_crossings)\n", - " cumulative_negative = jnp.cumsum(negative_crossings)\n", - "\n", - " Kd_wells = jnp.zeros(\n", - " (n_wells, Kd.shape[0]), dtype=Kd.dtype\n", - " ) # Initialize with zeros\n", - " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", - "\n", - " # Use a loop to fill the lengths array\n", - " for i in range(n_wells):\n", - " # Create well masks\n", - " well_mask = (\n", - " (cumulative_negative == i)\n", - " & (cumulative_negative > 0)\n", - " & (cumulative_negative == cumulative_positive)\n", - " )\n", - " # Fill the corresponding row in the masks array\n", - " well_values = take_mask(Kd, well_mask, fill_value=0)\n", - " # Store the well values in the corresponding row\n", - " Kd_wells = Kd_wells.at[i, : well_values.size].set(well_values)\n", - " lengths_wells = lengths_wells.at[i].set(well_mask.sum())\n", - "\n", - " if order:\n", - " # Sort wells by lengths\n", - " sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order\n", - " Kd_wells = Kd_wells[sort_indices]\n", - " lengths_wells = lengths_wells[sort_indices]\n", - "\n", - " return Kd_wells, lengths_wells" - ] - }, - { - "cell_type": "code", - "execution_count": 333, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_wells(Kd, n_wells=10, order=False):\n", - " Kd_wells, lengths = extract_Kd_old(Kd, n_wells=n_wells, order=order)\n", - " plt.figure()\n", - " for i in range(1, n_wells):\n", - " plt.plot(Kd_wells[i][0 : lengths[i]], label=f\"well {i}, length = {lengths[i]}\")\n", - " plt.legend()\n", - "\n", - "\n", - "def plot_all(Kd, n_wells=10):\n", - " masks, lengths, _, Kd_wells = create_well_masks(Kd, n_wells=n_wells)\n", - " plt.figure()\n", - " plt.title(\"masks\")\n", - " for i in range(1, n_wells):\n", - " plt.plot(masks[\"wells\"][i], label=f\"Well nr {i}\")\n", - " plt.legend()\n", - " plt.figure()\n", - " plt.title(\"wells\")\n", - " for i in range(1, n_wells):\n", - " plt.plot(\n", - " Kd_wells[i][0 : lengths[\"lengths_wells\"][i]],\n", - " label=f'well {i}, length = {lengths[\"lengths_wells\"][i]}',\n", - " )\n", - " plt.legend()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Fitting ##" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "@functools.partial(jit, static_argnames=[\"n_wells\", \"n_return\", \"order\"])\n", - "def extract_Kd(Kd, n_wells=10, n_return=5, order=False):\n", - " # Step 1: Identify sign changes in Kd\n", - " signs = jnp.sign(Kd)\n", - "\n", - " # Create masks for positive and negative crossings of the same size as Kd\n", - " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - "\n", - " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set(\n", - " (signs[:-1] == 1) & (signs[1:] == -1)\n", - " )\n", - "\n", - " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set(\n", - " (signs[:-1] == -1) & (signs[1:] == 1)\n", - " )\n", - "\n", - " # Create cumulative sums for positive and negative crossings\n", - " cumulative_positive = jnp.cumsum(positive_crossings)\n", - " cumulative_negative = jnp.cumsum(negative_crossings)\n", - "\n", - " Kd_wells = jnp.zeros(\n", - " (n_wells, Kd.shape[0]), dtype=Kd.dtype\n", - " ) # Initialize with zeros\n", - " lengths_wells = jnp.zeros(n_wells, dtype=int)\n", - " masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype)\n", - "\n", - " # Use a loop to fill the lengths array\n", - " for i in range(1, n_wells + 1):\n", - " # Create well masks\n", - " well_mask = (cumulative_negative == i) & (\n", - " cumulative_negative == cumulative_positive\n", - " )\n", - " # Fill the corresponding row in the masks array\n", - " well_values = jnp.where(well_mask, Kd, 0)\n", - " # Store the well values in the corresponding row\n", - " Kd_wells = Kd_wells.at[i - 1, : well_values.size].set(well_values)\n", - " masks_wells = masks_wells.at[i - 1, : well_values.size].set(\n", - " well_mask.astype(Kd.dtype)\n", - " ) # Store mask as row\n", - " lengths_wells = lengths_wells.at[i - 1].set(well_mask.sum())\n", - "\n", - " if order:\n", - " # Sort wells by lengths\n", - " sort_indices = jnp.argsort(lengths_wells)[::-1] # Descending order\n", - " Kd_wells = Kd_wells[sort_indices]\n", - " lengths_wells = lengths_wells[sort_indices]\n", - "\n", - " return Kd_wells[0:n_return], lengths_wells[0:n_return], masks_wells[0:n_return]" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "@jit\n", - "def weighted_least_squares(l, Kd, mask):\n", - " \"\"\"\n", - " Perform a weighted least-squares quadratic fit:\n", - " Kd(l) = R_eff_inv * (1 - (l - lc)^2 / ln^2)\n", - " using only the values where the mask is True.\n", - "\n", - " Parameters:\n", - " -----------\n", - " l : jnp.ndarray\n", - " The coordinate array for the well.\n", - " Kd : jnp.ndarray\n", - " The Kd values along the well.\n", - " mask : jnp.ndarray (bool)\n", - " A mask indicating the valid part of the well.\n", - "\n", - " Returns:\n", - " --------\n", - " R_eff_inv, ln_squared : float\n", - " Fitted parameters for the quadratic fit.\n", - " \"\"\"\n", - " # Apply mask to select only valid entries (replace invalid ones with 0)\n", - " weights = mask.astype(float) # Weight of 1 for valid entries, 0 for invalid\n", - "\n", - " # Calculate the center of the well (l_c) using only valid entries\n", - " lc = jnp.sum(l * weights) / jnp.sum(weights)\n", - "\n", - " # Shift the coordinates around the center (l - lc)\n", - " l_shifted = l - lc\n", - "\n", - " # Build the design matrix A\n", - " A = jnp.stack([-jnp.ones_like(l), l_shifted**2], axis=-1)\n", - "\n", - " # Apply weights to both A and Kd to exclude invalid entries\n", - " A_weighted = A * weights[:, None]\n", - " Kd_weighted = Kd * weights\n", - "\n", - " # Solve the least-squares problem: A @ [R_eff_inv, R_eff_inv/ln^2] = Kd\n", - " coeffs, _, _, _ = jnp.linalg.lstsq(A_weighted, Kd_weighted, rcond=None)\n", - "\n", - " R_eff_inv = coeffs[0]\n", - " ln_squared = R_eff_inv / coeffs[1]\n", - " return R_eff_inv, ln_squared\n", - "\n", - "\n", - "@functools.partial(jit, static_argnames=\"n_wells\")\n", - "def fit_wells(l, Kd_wells, masks, n_wells=10):\n", - " \"\"\"\n", - " Fit the quadratic function to each well using masks.\n", - "\n", - " Parameters:\n", - " -----------\n", - " l : jnp.ndarray\n", - " The coordinate array (same for all wells).\n", - " Kd_wells : jnp.ndarray\n", - " 2D array containing the Kd values for each well.\n", - " masks : jnp.ndarray\n", - " 2D boolean array containing the mask for each well.\n", - " n_wells : int\n", - " Number of wells to fit.\n", - "\n", - " Returns:\n", - " --------\n", - " R_eff_inv_array, ln_squared_array : jnp.ndarray\n", - " Arrays containing the fitted parameters for each well.\n", - " \"\"\"\n", - " R_eff_inv_array = jnp.zeros(n_wells)\n", - " ln_squared_array = jnp.zeros(n_wells)\n", - "\n", - " for i in range(n_wells):\n", - " # Extract the mask for the current well\n", - " well_mask = masks[i]\n", - "\n", - " # Perform the weighted least-squares fit using the mask\n", - " R_eff_inv, ln_squared = weighted_least_squares(l, Kd_wells[i], well_mask)\n", - "\n", - " # Store the results\n", - " R_eff_inv_array = R_eff_inv_array.at[i].set(R_eff_inv)\n", - " ln_squared_array = ln_squared_array.at[i].set(ln_squared)\n", - "\n", - " R_eff_array = jnp.abs(1 / R_eff_inv_array)\n", - "\n", - " return R_eff_inv_array, ln_squared_array, R_eff_array" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "@functools.partial(jit, static_argnames=\"n_wells\")\n", - "def compute_R_eff(Kd, grid, n_wells):\n", - " Kd_wells, lengths, masks = extract_Kd(Kd, n_wells=n_wells)\n", - " _, _, R_eff = fit_wells(grid.nodes[:, 2], Kd_wells, masks, n_wells)\n", - " return R_eff" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Finding number of wells ###" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "@functools.partial(jit, static_argnames=[\"rho\", \"alpha\", \"n_pol\", \"n_points\"])\n", - "def get_grid_for_testing(eq, iota, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", - " n_tor = n_pol / iota\n", - " good_grid = get_rtz_grid(\n", - " eq,\n", - " jnp.array(rho),\n", - " # np.array(rho),\n", - " jnp.array(alpha),\n", - " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " jnp.linspace(0, 2 * n_tor * jnp.pi, n_points * n_pol),\n", - " coordinates=\"raz\",\n", - " # iota = iota,\n", - " period=(jnp.inf, 2 * jnp.pi, jnp.inf),\n", - " )\n", - " return good_grid" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "@jit\n", - "def find_n_wells(Kd):\n", - " # Step 1: Identify sign changes in Kd\n", - " signs = jnp.sign(Kd)\n", - "\n", - " # Create masks for positive and negative crossings of the same size as Kd\n", - " positive_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - " negative_crossings = jnp.zeros_like(Kd, dtype=bool)\n", - "\n", - " # Set negative crossings (from positive to negative)\n", - " negative_crossings = negative_crossings.at[:-1].set(\n", - " (signs[:-1] == 1) & (signs[1:] == -1)\n", - " )\n", - "\n", - " # Set positive crossings (from negative to positive)\n", - " positive_crossings = positive_crossings.at[:-1].set(\n", - " (signs[:-1] == -1) & (signs[1:] == 1)\n", - " )\n", - "\n", - " n_pos = positive_crossings.sum()\n", - " n_neg = negative_crossings.sum()\n", - "\n", - " n_well_real = (n_pos + n_neg - 1) // 2\n", - "\n", - " return n_well_real" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Some testing ##" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "eq = get(\"precise_QA\")\n", - "iota_grid = LinearGrid(rho=0.5)\n", - "iota = np.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - "grid = get_field_line_grid(eq, iota, n_pol=16)\n", - "Kd = get_value(eq, \"Kd\", grid)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "old2_plot_masks(Kd)" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Array([206, 205, 204, 202, 201], dtype=int64)" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Kd_wells, lengths, masks = extract_Kd(Kd, order=True)\n", - "lengths" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[7.51917669 7.70622088 7.55658553 7.33213249 7.40695017 7.66881204\n", - " 7.6314032 ]\n" - ] - } - ], - "source": [ - "L_par = get_value(eq, \"L_par\", grid)\n", - "print(L_par)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[4.94642624 4.99570127 4.95423529 4.91146654 4.9329721 ]\n" - ] - } - ], - "source": [ - "R_eff = get_value(eq, \"R_eff\", grid)\n", - "print(R_eff)" - ] - }, - { - "cell_type": "code", - "execution_count": 365, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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wQCEhIXr++efV2tqquro6hYeHKzg4WB999JEmT56srVu3yuVyqaysTCNGjFBcXJxGjRrV5fGOGjVKhYWFio+PV3l5udavX6/jx48rLi5Os2bNksvl0uLFi9XS0qLly5eroKBAy5Yt06pVqxQVFfWlj79x40bFxMRo+vTpXR6brwg2fsjyVjKX1ra8YID1sTE4X8trm35ugU5cbKjR4YUJ0sUrvyW7WwQ7lfTyGQWHffl/9CUpKChIEydOlNvt1ty5c3Xo0CElJSUpODhYc+bM0a5du3Ty5ElNmDBBkvTaa6/J5XLJ5XJJkvdOyurVq68r2FxqypQpkqTY2Fj169dPhw8f9taRpCFDhmj06NGS5NO3d1dXV+u5555TYWGhwsLCbmhs10KwAQAEjOCwKN31r59aesfG11DTLiMjQ/PmzdO+ffuUmJgoSUpMTFRCQoLcbrcqKiq0cOFCSdLRo0d1+PDhDh8IrqqqUp8+fW547L179/b+uWfPnmpubu7w+67UqK2t1bRp0/SLX/xCY8eOveGxXQvBxk85LO6zYnW9y6oHSM0vKltc2uxzK9HHBv7GGR3bpbeHrJaZman6+nrl5uZqxowZ3vPp6elyu92KiIhQfHy8pLY7NC0tLSoqKvJe19zcrKamJsvHfTW1tbX65je/qZycHGVmZqq5uVnHjh3TXXfd1S31+PAwAAB+JDY2VsOGDdOGDRuUlpbmPZ+RkaGtW7cqISHBey47O1vbtm3T3r17JbW95fzEE0+osLDQ8nF3pra2VpMmTdLjjz+uBx98UHV1dSotLVVeXl631eSODQAAfiYzM1NRUVEd3u5JS0tTUFCQ0tPTvefuvfderV+/XtnZ2QoODtbFixeVnp6uxx9/XMeOHdPMmTMlSfPnz1deXp5ef/117d69W2VlZXI6nVq8eHGHugcPHtSsWbMkSVlZWdqwYYPmz5+vyspK5efnKyIiQidOnNCaNWt09uxZpaamqrCwUAMHDux0Hs8995y2bNmiLVu2dDjfXqM7EGwAAPAzL7744hXnoqKi1NJy5Yee09PTO4Sddu0N+i41adKka9ZNSkpScXFxh3Od3f2ZN2/eNR+n3csvv6yXX37Zp2tvFt6KAgAAtkGwAQAAtkGw8UMe67vJ/K221aWN9zqxuI+NpdVM1w6s2QLwDwQbP2X1plWjm2RNbEc2uAXaYfFqB9YG6MCaLYArEWwAAIBtEGwAAIBtEGwAAIBtEGwAAIBtEGwAAIBtEGz8kMkd0B6Li5vc2t42gMDZFmz9WrPdG+iKyZMny+l0KjExUQUFBd7zS5cu1fDhw73HlZWVSk5OVv/+/ZWbm3vVxzt27JhSU1PlcDi8HYinTp2q3r17a+nSpd01jQ6qq6v19NNPKyUlRRMmTNDw4cOVk5OjixcvdltNvlIBAAA/8M477yg5OVlJSUlatGiR93xRUZH279+v8vJy3X777Ro4cKBWrFght9t9zWDT/pUKjkvaW6xbt06pqandOY0ODh8+rC1btuh//ud/1KNHD1VUVGj48OG69dZbff5ahq7ijo2fsrrNisG2Lh3+obOwqoGaX1S2/Lk13dvFdH3gqyMjI0Nut9t7XFNToz59+igyMrLD+aKiImVkZJgYYpcMGzZMf/jDH9SjRw9J0qBBg3TnnXfqyJEj3VaTYAMAgJ/IzMxUeXm5Dhw4IEnatGmTMjIyNGHChA7BZufOnbr//vsltYWccePGKSUlRQ888IDWrVt33fVLSko0duxYORwO/e53v9OUKVOUmJiop556yntNXl6eBg8erNTUVC1ZskQpKSkKCQm54gs3pbYv7hwyZIj3eNOmTSovL9f3vve96x7jl+GtKABAQDled04155ssqRV1S0/FRkT6fL3L5VJ0dLTcbreGDh0qt9utBQsWKCQkRM8//7xaW1tVV1en8PBwBQcH66OPPtLkyZO1detWuVwulZWVacSIEYqLi9OoUaO6PN5Ro0apsLBQ8fHxKi8v1/r163X8+HHFxcVp1qxZcrlcWrx4sVpaWrR8+XIVFBRo2bJlWrVqlaKioq76uEVFRZo7d64+//xz/fa3v9V9993X5bH5imADAAgYNeeblFC4Ui2trZbUcwYF6czMRYq6padP1wcFBWnixIlyu92aO3euDh06pKSkJAUHB2vOnDnatWuXTp48qQkTJkiSXnvtNblcLrlcLkny3klZvXr1dQWbS02ZMkWSFBsbq379+unw4cPeOpI0ZMgQjR49WpI0e/bsaz5Wenq69u/fr7179yojI0OnT5/WD37wgxsa39UQbAAAASPqlp76NGuepXdsfA017TIyMjRv3jzt27dPiYmJkqTExEQlJCTI7XaroqJCCxculCQdPXpUhw8f7vCB4KqqKvXp0+eGx967d2/vn3v27Knm5uYOv7+eGvfcc48ee+wxvfDCCwQbAABuhtiISMXK97eHrJaZman6+nrl5uZqxowZ3vPp6elyu92KiIhQfHy8pLY7NC0tLSoqKvJe19zcrKYma4Lbl3nnnXcUFxenESNGeM+Fh4errq6u22ry4WE/ZLSPjeUFA6ePjdU9gq6sb7S8xQJqsrCZ2NhYDRs2TBs2bFBaWpr3fEZGhrZu3aqEhATvuezsbG3btk179+6V1PbvmSeeeEKFhYWWj7szu3bt0i9/+Utv35rPP/9cb7zxhr7xjW90W03u2AAA4GcyMzMVFRXV4e2etLQ0BQUFKT093Xvu3nvv1fr165Wdna3g4GBdvHhR6enpevzxx3Xs2DHNnDlTkjR//nzl5eXp9ddf1+7du1VWVian06nFixd3qHvw4EHNmjVLkpSVlaUNGzZo/vz5qqysVH5+viIiInTixAmtWbNGZ8+eVWpqqgoLCzVw4MBO5/HII48oPz9f48aNU48ePVRTU6PMzEz99Kc/vdlL5kWw8VMOi3t/mO11YqC2wfla/txaWq2zAVg5AuOzBW6KF1988YpzUVFRamlpueJ8enp6h7DTrr1B36UmTZp0zbpJSUkqLi7ucK6zuz++Nte7++679cYbb/h07c3CW1EAAMA2CDYAAMA2CDYAAMA2CDYAAMA2CDZ+yGNwq6rlW4JNb4G2cK1Nb0C2/nUVSH0LAPgLgg0AALANgo2fMrr72moGJmtye7vVla3eXt7ZCOxZC4A/6lIfm7Vr12rHjh1qaGhQVlaWxo8f7/3dxYsXNXv2bN122206evSo0tLS9O1vf/umDxgAAOBqfA42tbW1ys/PV0lJiZqamjR69Gjt2bNHQUFtN33ef/99nT59Wr/97W919uxZDR06lGADAAAs5fNbUcXFxUpKSpLD4VBoaKjCw8NVWlrq/X2/fv1UXV0tSTpz5ozuu+++qz5WS0uLGhsbO/wAABDIJk+eLKfTqcTERBUUFHjPL126VMOHD/ceV1ZWKjk5Wf3791dubu5VH+/YsWNKTU2Vw+HwdiCeOnWqevfuraVLl3bXNK5q7969cjqdWrNmTbfW8TnYVFVVKSIiwnvcq1cvVVVVeY9HjhypBx54QNnZ2crOztYTTzxx1cfKy8tTWFiY96dv377XOXwAAOzhnXfe0dixY5WamqpFixZ5zxcVFWn//v0qLy+XJA0cOFArVqzQnDlzrvmdS519pcK6des0cuTI7hj+l5o3b5569OjR7XV8DjYxMTEdvma8trZWMTEx3uP169fr1KlTeu2117Ru3TplZ2ervr6+08davHixGhoavD/td3oAAAhkGRkZcrvd3uOamhr16dNHkZGRHc4XFRUpIyPDxBCvy+9//3vdd999HXJDd/E52IwZM0aHDh2SJDU1Nam+vl4JCQmqqKiQJJWXl2vAgAGSpMjISDmdTnmu0qPE6XQqNDS0ww/+xmRrF+tLG244YuFiX+2fB+vqW17R6oJ+Uhu4fpmZmSovL9eBAwckSZs2bVJGRoYmTJjQIdjs3LlT999/v6S2kDNu3DilpKTogQce0Lp16667fklJicaOHSuHw6Hf/e53mjJlihITE/XUU095r8nLy9PgwYOVmpqqJUuWKCUlRSEhIVfcHWp37tw5/fKXv7Ts7S+fPzwcGRmpnJwc5eTkqKGhQa+88orKysr06KOPavv27Zo5c6ays7O1fPlynTx5Uj/+8Y87vHUFAIA/aL14Rp7Wui+/8CZwBEUoKLifz9e7XC5FR0fL7XZr6NChcrvdWrBggUJCQvT888+rtbVVdXV1Cg8PV3BwsD766CNNnjxZW7dulcvlUllZmUaMGKG4uDiNGjWqy+MdNWqUCgsLFR8fr/Lycq1fv17Hjx9XXFycZs2aJZfLpcWLF6ulpUXLly9XQUGBli1bplWrVikqKqrTx1yyZImefvppRUZGdnk816NL272nT5+u6dOndzi3fft2SVLv3r07/WpzXB8T3TjMtXYxMlsDNb+obPFCB1RPJPrY4Et4WutUf/pRSRcsqhiiiAHr5Qjy7X/0g4KCNHHiRLndbs2dO1eHDh1SUlKSgoODNWfOHO3atUsnT57UhAkTJEmvvfaaXC6XXC6XJHnvpKxevfq6gs2lpkyZIkmKjY1Vv379dPjwYW8dSRoyZIhGjx4tSZo9e3anj7F3717t2bNHv/rVr25oLF3RpWADAMBXmSMoQuH9/93SOza+hpp2GRkZmjdvnvbt26fExERJUmJiohISEuR2u1VRUaGFCxdKko4eParDhw8rNTXV+/dXVVWpT58+Nzz23r17e//cs2dPNTc3d/i9LzXmzp1raaiRCDYAgAATFNxP6sLbQ1bLzMxUfX29cnNzNWPGDO/59PR0ud1uRUREKD4+XlLbHZqWlhYVFRV5r2tublZTU5Pl477ciRMndPz4cc2dO9d7rrKyUvn5+VqzZo1eeukljRgx4qbX5SsVAADwI7GxsRo2bJg2bNigtLQ07/mMjAxt3bpVCQkJ3nPZ2dnatm2b9u7dK6ltk8ITTzzhFx8Nue2223To0CFt3rzZ+zNw4EA9++yz2rx5c7eEGolgAwCA38nMzJTL5erwdk9aWpqCgoKUnp7uPXfvvfdq/fr1ys7OVkpKipKTkxUfH6/HH3/c26BPkubPn6+NGzdq6tSp2r17t9asWaO8vLwr6h48eFBZWVmSpKysLFVWVnr/mp+fr7feeksrV67UmjVrtHv3bqWmpqqysvJL5/PWW295r83Pz9fkyZNvcIWujreiAADwMy+++OIV56KiotTS0nLF+fT09A5hp11nDfomTZp0zbpJSUkqLi7ucK6zuz/z5s275uNcbtq0aZo2bVqX/p7rxR0bP2S0+4fVzU4M93axtI+NZZWuVt/qEdDHBoD1CDZ+ysQWXXO7vU1M1uB2b8vrmd0Cbbo+gMBCsAEAALZBsAEAALZBsAEA2Jrp72mD727Gc0WwAQDYktPplCQ1NDQYHgl81f5ctT9314Pt3gAAWwoKClJ0dLROnTolSQoLC7P8u9rgG4/Ho4aGBp06dUrR0dEKCrr++y4EGz9k8q6p9aVN3yK2cru32bmaXmlrBdZscXX9+/eXJG+4gX+Ljo72PmfXi2ADALAth8OhAQMGqF+/fp02t4P/cDqdN3Snph3Bxk+Z6P1h7BZtoPWxsbi2+TvvFg7A/GThp4KCgtSjRw/Tw4AF+PAwAACwDYINAACwDYINAACwDYINAACwDYINAACwDYKNHzLZ78TqHjrGW51bWN/8VK0eAL1kAFiPYAMAAGyDYOOnjLR2sb6kwcqBM1sTPZEuH4E9awHwRwQbAABgGwQbAABgGwQbAABgGwQbAABgGwQbAABgGwQbP2Sy34nlPXRMN3excL4m+xO11bd/Rf+oDcAkgo2fMrLd29BOWUcgTVbWb78OrA3QgTVbAFci2AAAANsg2AAAANsg2AAAANsg2AAAANsg2AAAANsg2Pgho5tkLS9ueAu0hRM2vbPdyrl+UdDaeh2LG6wNwCSCDQAAsA2CjZ+yuteJqZpthQNorrJ+ukb6BHUcgeH6AAIJwQYAANgGwQYAANgGwQYAANgGwQYAANgGwQYAANgGwcYPWd5v5NLalhc03tzFulKme/YYrW4t02sNwByCjZ8ysUPX3K7ggJqs5VvNzW+2tnIE5mcLwCyCDQAAsA2CDQAAsA2CDQAAsA2CDQAAsA2CDQAAsI2Qrly8du1a7dixQw0NDcrKytL48eM7/P7Pf/6ztmzZogsXLujjjz/W+vXrb+pgA4XJjaqW7742vd3bwtU2P1PLn1yL6wFAF4JNbW2t8vPzVVJSoqamJo0ePVp79uxRUFDbTZ+zZ8/q17/+tTfMfPzxx90zYgAAgKvwOdgUFxcrKSlJDodDoaGhCg8PV2lpqe666y5J0rvvvquwsDC9+OKLqq6u1iOPPHLVx2ppadGFCxe8x42NjTcwBXsy0Y3DXBubAOtjY3Fph8G5fjECm9YC4I98/oxNVVWVIiIivMe9evVSVVWV97i8vFy7d+/W3Llz9cwzz2jGjBlXDSx5eXkKCwvz/vTt2/cGpgAAANDG52ATExOjuro673Ftba1iYmK8xxEREbrvvvsUHBysyMhI9enTR5988kmnj7V48WI1NDR4f6qrq29gCgAAAG18DjZjxozRoUOHJElNTU2qr69XQkKCKioqJEnjx4/XsWPHJLV911F1dbViY2M7fSyn06nQ0NAOPwAAADfK58/YREZGKicnRzk5OWpoaNArr7yisrIyPfroo9q+fbtGjBihb3zjG1qyZIkaGxuVm5urPn36dOfYAQAAOujSdu/p06dr+vTpHc5t377d++ecnJybMyoAAIDrQIM+P2SytYvH+kY2Fte7vLyFfWwM9+yxvrzRjkwGawMwiWADAABsg2Djp0z0HjHX7iSguvbIYXFt451dLB2A8dkCMIxgAwAAbINgAwAAbINgAwAAbINgAwAAbINgAwAAbINg44eM9rGxvGAA9bGxrNLV6gdQjyLTrysAxhBs/JSZDdCGtsqa2Gdubm+75ats7Hm9ZAQAYBWCDQAAsA2CDQAAsA2CDQAAsA2CDQAAsA2CDQAAsA2CjR+yflvuJbUtLm1yru0jsKyS4S3IgbUDOqAmC+ASBBsAAGAbBBs/FUitXRyBNFlZP1+DU20fgU1rAfBHBBsAAGAbBBsAAGAbBBsAAGAbBBsAAGAbBBsAAGAbBBs/ZLLfiOV9ZYz3drGwj41lla5W3+oRmJ4xgEBEsPFTJjatmtsWbH1hh8FtwVZXNjnX9hHYsxYAf0SwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGw8UMmN8lavvva8HZvK1fb+u3Wl9e3f0X/qA3AJIINAACwDYKNn3IYaCpjrN+JiQY65pr2WP7cGpyq5Uz8cwPAvxBsAACAbRBsAACAbRBsAACAbRBsAACAbRBsAACAbRBs/JDHYG+XwOp1Ikv76Jhu2WP964o+NgCsR7ABAAC2QbDxUya6cRhrAWKksME+NpbXM93bxXR9AIGEYAMAAGyDYAMAAGyDYAMAAGyDYAMAAGyDYAMAAGyDYOOHjHb/sLrXifnmLtaVMtxbJZC62JiuDsAcgo2fMrEDOnA2QMvg3nbrt1+b32xt/QZ3AIGLYAMAAGyDYAMAAGyjS8Fm7dq1WrhwoZ588kl9+OGHnV5TXFwsp9OpysrKmzJAAAAAX4X4emFtba3y8/NVUlKipqYmjR49Wnv27FFQ0N+yUX19vX7/+9/rtttu65bBAgAAXIvPd2yKi4uVlJQkh8Oh0NBQhYeHq7S0tMM1P/vZz/Tcc8996WO1tLSosbGxww8AAMCN8jnYVFVVKSIiwnvcq1cvVVVVeY83btyoe++916e7NXl5eQoLC/P+9O3bt4vDtjeTO6AtL216u7eFMzY91YDbyg8gIPkcbGJiYlRXV+c9rq2tVUxMjPf4/fff19GjR5Wfn6+amhq9/PLL2rNnT6ePtXjxYjU0NHh/qqurb2AKAAAAbXz+jM2YMWP07LPPSpKamppUX1+vhIQEVVRUaNCgQfrFL37hvfa1117TD3/4Qw0cOLDTx3I6nXI6nTc4dHtzGOizYqLmF4UDo6ah0sae17+NwOb1APgTn+/YREZGKicnRzk5OVq0aJFeeeUVlZWV6eGHH+5w3YoVK1RTU6Nf/epXOnXq1M0eLwAAwFX5fMdGkqZPn67p06d3OLd9+/YOx88884yeeeaZGx8ZAABAF9GgDwAA2AbBBgAA2AbBBgAA2AbBxg95rO8m87faVrc6MTjXtgFY2MfG8Fytr25yvvTQAQIVwQYAANgGwcZPmejEYar7hyOgZmv9fOnqAiCQEGwAAIBtEGwAAIBtEGwAAIBtEGwAAIBtEGz8kNVbro3WNjlZSR5Lt3ubZf12c7Z7A7AewQYAANgGwcZPOQzs0TVR01Rhh7HJWj9dk3P9YgQ2rwfAnxBsAACAbRBsAACAbRBsAACAbRBsAACAbRBsAACAbRBs/JDZ7h+B1OvE2vpW9szpvL7R8hYLqMkCuATBBgAA2AbBxk85DPTiMNb9I6Ca9ph5bs2ijw0A6xBsAACAbRBsAACAbRBsAACAbRBsAACAbRBsAACAbRBs/JDJfiOW1zbdXMXC+qY7qwRUjyLTiw3AGIKNnzKzA9rUNlkTdU1u9w6Mmn8rznZvANYh2AAAANsg2AAAANsg2AAAANsg2AAAANsg2AAAANsg2Pghj8Et0JZXDqTt3obnan15k/NlvzcQqAg2AADANgg2fiqgep2YadpjfU1vaetrm+tRRFcZANYi2AAAANsg2AAAANsg2AAAANsg2AAAANsg2AAAANsg2Pgho90/LG92YrrfiIV9bCyrdLX6gfTcml5tAKYQbAAAgG0QbPxUQLV2CajJBliPIiPV6ZwDBDKCDQAAsA2CDQAAsA2CDQAAsA2CDQAAsA2CDQAAsI2Qrly8du1a7dixQw0NDcrKytL48eO9v9uxY4deffVV3X333dq9e7fmzp2rMWPG3PQBBwLLW8lcWtvqeiYn2zYA60oZ7q0SWJ1dAmu2AP7G52BTW1ur/Px8lZSUqKmpSaNHj9aePXsUFNR20+f06dNauHCh7rnnHu3cuVMLFy7UBx980G0DtzuHgS2rDkNboE3M1eSWYBPrbGaN/1bd3vUA+BOfg01xcbGSkpLkcDgUGhqq8PBwlZaW6q677pIkTZ482Xtta2urIiIibv5oAQAArsHnz9hUVVV1CCu9evVSVVVVp9f+5je/0QsvvHDVx2ppaVFjY2OHHwAAgBvlc7CJiYlRXV2d97i2tlYxMTFXXFdQUKBvfOMb+ru/+7urPlZeXp7CwsK8P3379u3isAEAAK7kc7AZM2aMDh06JElqampSfX29EhISVFFR4b1m5cqViouL05QpU7Rhw4arPtbixYvV0NDg/amurr7+GQAAAHzB58/YREZGKicnRzk5OWpoaNArr7yisrIyPfroo9q+fbs2bNigF154Qffcc49effVVnT59Wg8//HCnj+V0OuV0Om/WHAAAACR1cbv39OnTNX369A7ntm/fLkl6+OGHrxpk0DUmtwVbvvva8HZvK9fa/M52y59ci+sBAA36AACAjRBs/JSJljLGun+Y6OtiqGePZGadDU5Xls/Y7GQBGEawAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGw8UMm+51Y30PHeHMX60oZnqv11U3Olx46QKAi2PipgNoSbKSwye3eBra3G5wvAFiJYAMAAGyDYAMAAGyDYAMAAGyDYAMAAGyDYAMAAGyDYOOHjG6StXy3dwBt9zY+1UDays92byBQEWwAAIBtEGz8lMNAbxeTnV2sL2lwtoE1XVn//NKzBwhkBBsAAGAbBBsAAGAbBBsAAGAbBBsAAGAbBBsAAGAbBBs/ZH2/kUtqB0BFU/U9hudqeXWD0zW91gDMIdgAAADbINj4KTO9Tgz1/wiwxi4OA31WTNS8tLq96wHwJwQbAABgGwQbAABgGwQbAABgGwQbAABgGwQbAABgGwQbP2SyA4flLXQM9uyxur7pzirW93YxPWMAgYhg46dMbFg1uQE6MGp+UdnE7nbrSxqsznZvIJARbAAAgG0QbAAAgG0QbAAAgG0QbAAAgG0QbAAAgG0QbPyQyR3QHouLW12vkwFYWMrsXK0vb7RxgcHaAEwi2AAAANsg2PgpI71ODLX/cATSZCU5DPRZMbLGAGAAwQYAANgGwQYAANgGwQYAANgGwQYAANgGwQYAANgGwcYPBVb3D8O9XSysb7qzipVzba9ojunVBmAKwcZPGdkSbKBmW+HA2v5sorLRzd6WrzVb24FARrABAAC2QbABAAC2QbABAAC2EdKVi9euXasdO3aooaFBWVlZGj9+fIffr1y5UtXV1aqoqNCCBQs0fPjwmzpYAACAa/E52NTW1io/P18lJSVqamrS6NGjtWfPHgUFtd30KS0t1caNG+V2u3X06FHNmjVLmzdv7q5xAwAAXMHnYFNcXKykpCQ5HA6FhoYqPDxcpaWluuuuuyRJ77//vkaNGiVJiouL04EDB3T+/Hndcsst3TPyLjhWeVg19dWmh+GzO5xHpMYWnag4a23dHmVqOlenj0vPWFazNryHas/XqrLysGU1JeniuUrV9umt5or9CrFoa3BlU4P692jW2TMHVXG+ypKa7WKcTTpTfVgflzZbVrNHULkG9ZT2Hf1EFzyfWVZ3cOhFnTxzRLUXii2rCaDNXbH3qWePUKNj8DnYVFVVKSIiwnvcq1cvVVVVeYPN5b+PiIhQdXW1Bg0adMVjtbS06MKFC97jxsbG6xq8L/Z+ulODeuSoT9hXp6/Fpu+ZqfvudwwUnXO7pM2SZ7O1dXtJyhkp6d8sKzk4TPokQ5K2WVaz3ccTJWmL5XUlacKH76rqvHX/g3Ng4kXdGrpefW9Zb1lNAG3W/29//eOEN42OwedgExMTo7q6Ou9xbW2tYmJiOvz+008/9R7X1dWpb9++nT5WXl6efvrTn17PeLvsnoTR+uP276muybq7EDcqyOHQgIgeCgqyth9HbfMFnWtqsbSmFKTWqNukYKfFdaWg2gqppftCdWd6OIJ0u7OH5X10zrS06Gyr1c+t1HKxh5b1j7a05o5PByrUWW9pTQBtxg3/pukhyOHxeHy6lXHu3DlNmDDB+xkbl8uljz76SKdPn9agQYNUWlqqOXPm6I9//KOOHTummTNnXvUzNp3dsenbt68aGhoUGmr2FhYAAPjq8jnYSG27okpKStTQ0KBp06YpNjZWjz76qLZv3y6pbVdUTU2NTpw4oXnz5vm8K6qxsVFhYWEEGwAAcEO6FGy6C8EGAADcDDToAwAAtkGwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtkGwAQAAtuHzl2B2p/bmx935Ld8AAOCrr2fPntf8ImG/CDZNTU2SdNVvAwcAAJD0pV+/5BffFdXa2qqzZ89+aQq7Hu3fHF5dXc33UH0J1so3rJNvWCffsVa+YZ18Y/d1+krcsQkKClJ0dHS31ggNDbXlE9wdWCvfsE6+YZ18x1r5hnXyTaCuEx8eBgAAtkGwAQAAtmH7YBMSEqLc3FyFhPjFu25+jbXyDevkG9bJd6yVb1gn3wT6OvnFh4cBAABuBtvfsQEAAIGDYAMAAGyDYAMAAGzD9p8sWrt2rXbs2KGGhgZlZWVp/Pjxpodk3NixY9WzZ09J0oMPPqif/exnWrlypaqrq1VRUaEFCxZo+PDhkqSf/OQnCg0N1ZEjR7Rs2TLdeuutJofe7fbt26cnn3xS//AP/6Bnn31Wkrq0Ni0tLVq4cKEGDhyosrIyFRQUKDIy0uSUukVn6zR48GANHjxYkjRt2jT98Ic/lBTY61RaWqrc3FyNHDlSf/3rXzVt2jRNmjSJ19RlrrZOvKY6+vzzz/Xd735X48aN01//+ldNnDhR//RP/8Tr6XIeGzt37pzna1/7mqe1tdXT0NDgufvuuz0XL140PSzjcnNzOxx/8sknnvT0dI/H4/GUlZV5UlJSPB6Px7Np0ybPY4895vF4PJ7Nmzd7Zs6caeUwjSgsLPT85Cc/8fz85z/3eDxdX5vXX3/d87Of/czj8Xg8a9as8SxZssTiGVjj8nXyeK58XXk8rNPOnTs9RUVFHo/H4zl9+rTnjjvu4DXVic7WyePhNXW5M2fOeP793//d4/F4PGfPnvUMGDCA11MnbP1WVHFxsZKSkuRwOBQaGqrw8HCVlpaaHpZxe/bs0YoVK/T888/r4MGDev/99zVq1ChJUlxcnA4cOKDz589r06ZNcrlckqT7779ff/rTn0wO2xIzZsxQcHCw97iraxMoa3b5OknSli1bVFBQoNzcXJ08eVLS1dcjUNbJ5XJp4sSJktq+OiYiIoLXVCc6WyeJ19TlYmJi9I//+I+SpCNHjmjo0KG8njph62BTVVXl/QdEknr16qWqqiqDI/IPOTk5euaZZ7RgwQJNmTJFJ0+e7LBOERERqq6u7rB+oaGhOnv2rKERm3P5a+jL1ubS84H2evuXf/kXLVq0SN/+9rc1ZcoUSWKdLvHSSy9pxYoVvKa+RPs6SbymrmbVqlX64Q9/yOvpKmwdbGJiYlRXV+c9rq2tVUxMjMER+YcxY8ZIkqKjoxUZGano6OgO61RXV6e+fft2WL/Gxkb17t3bxHCNuvw19GVrc+n5QHu9tb+uhgwZoqNHj6quro51+sIf/vAHDRo0SJMmTeI1dQ2XrpPEa+pqZs+erf/+7//Wd77zHQUFBfF6uoytg82YMWN06NAhSVJTU5Pq6+t15513Gh6VWQcOHNCaNWskSRcvXtSpU6f0wAMP6C9/+Ysk6dixYxo6dKhuueUWpaWlqaSkRJK0c+dO763iQPLQQw91aW0Cdc02bdqkoqIiSdK5c+cUHBys8PBw1knSm2++qaqqKs2ZM0fvvfdel/95C5S1unydNm7cyGvqMiUlJdqzZ4+ktrstPXr00MMPP8zr6TK27zy8du1alZSUqKGhQdOmTVNKSorpIRl14sQJzZ49W8nJyTp69KhGjx6tWbNmaeXKlaqpqdGJEyc0b968Dp+qj4iI0KeffqqlS5faflfU22+/rVdeeUVOp1NPPvmkvvnNb3ZpbVpaWrRo0SLddtttKi0t1YoVK+y340BXrlNcXJyWLVumcePG6cCBA5o6daq+/vWvSwrsddq1a5cmTpyokSNHSmr7D8///d//6d/+7d94TV2is3Vat24dr6nL7N69W8uXL9fo0aN14sQJhYWF6YUXXuDfUZexfbABAACBw9ZvRQEAgMBCsAEAALZBsAEAALZBsAEAALZBsAEAALZBsAEAALZBsAEAALZBsAEAALZBsAEAALZBsAEAALbx/wMV5ALWiQDz6AAAAABJRU5ErkJggg==", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_all(Kd, n_wells=5)" - ] - }, - { - "cell_type": "code", - "execution_count": 385, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[4.94642624 4.99570127 4.95423529 4.91146654 4.9329721 4.99095125\n", - " 4.96894916]\n" - ] - } - ], - "source": [ - "dl = get_value(eq, \"|e_zeta|r,a|\", grid)\n", - "l = get_arc_length(dl, grid)\n", - "n_wells = 7\n", - "Kd_wells, lengths, masks = extract_Kd(Kd, n_wells=n_wells)\n", - "_, _, R_eff = fit_wells(grid.nodes[:, 2], Kd_wells, masks, n_wells)\n", - "print(R_eff)" - ] - }, - { - "cell_type": "code", - "execution_count": 378, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[4.94631844 4.99736983 4.9565117 4.91133232 4.93264624 4.992221\n", - " 4.97178204]\n" - ] - } - ], - "source": [ - "R_effs = jnp.array(get_value(eq, \"R_eff\", grid))\n", - "print(R_effs)" - ] - }, - { - "cell_type": "code", - "execution_count": 331, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[0.00639076 0.03422623 0.04762448 0.00853592 0.00444359]%\n" - ] - } - ], - "source": [ - "diff = jnp.divide(jnp.abs(R_eff[1:6] - R_effs), R_effs) * 100\n", - "print(f\"{diff}%\")" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Iota is 0.4200310370818866\n", - "NFP is 2\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "eq = get(\"precise_QA\")\n", - "iota_grid = LinearGrid(rho=0.5)\n", - "iota = np.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - "grid = get_grid_for_testing(eq, iota, n_pol=2)\n", - "Kd = get_value(eq, \"Kd\", grid)\n", - "print(f\"Iota is {iota}\")\n", - "print(f\"NFP is {eq.NFP}\")\n", - "plt.figure()\n", - "plt.plot(grid.nodes[:, 2], Kd);" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1\n" - ] - } - ], - "source": [ - "n = find_n_wells(Kd)\n", - "print(n)" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [], - "source": [ - "def find_well_relation(eq, n_pols=30):\n", - " iota_grid = LinearGrid(rho=0.5)\n", - " iota = np.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - " ns = np.zeros(n_pols)\n", - " for i in range(1, n_pols + 1):\n", - " grid = get_grid_for_testing(eq, iota, n_pol=i)\n", - " Kd = get_value(eq, \"Kd\", grid)\n", - " n = find_n_wells(Kd)\n", - " ns[i - 1] = n\n", - " return ns" - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "metadata": {}, - "outputs": [], - "source": [ - "eq = get(\"HSX\")" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": {}, - "outputs": [], - "source": [ - "n_pols = 30\n", - "ns = find_well_relation(eq, n_pols=n_pols)" - ] - }, - { - "cell_type": "code", - "execution_count": 80, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Slope is : 4.0606060606060606\n", - "NFP is : 4\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure()\n", - "plt.plot(np.linspace(1, n_pols, n_pols), ns)\n", - "slope = (ns[-1] - ns[1]) / (len(ns) + 3)\n", - "print(f\"Slope is : {slope}\")\n", - "print(f\"NFP is : {eq.NFP}\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "desc-env", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.0" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} From 719e318a9308697e076798309d77002c1298c499 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Wed, 20 Nov 2024 14:54:09 -0800 Subject: [PATCH 16/23] Update critical gradient notebook to make it easy to run and undrstand --- Critical_gradient_optimization.ipynb | 1710 ---------- .../critical_gradient_optimization.ipynb | 2747 +++++++++++++++++ 2 files changed, 2747 insertions(+), 1710 deletions(-) delete mode 100644 Critical_gradient_optimization.ipynb create mode 100644 docs/notebooks/critical_gradient_optimization.ipynb diff --git a/Critical_gradient_optimization.ipynb b/Critical_gradient_optimization.ipynb deleted file mode 100644 index 50f1474785..0000000000 --- a/Critical_gradient_optimization.ipynb +++ /dev/null @@ -1,1710 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Imports ##" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Uncomment if GPU available" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "from desc import set_device\n", - "set_device(\"gpu\")" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import pandas as pd\n", - "\n", - "from desc.continuation import solve_continuation_automatic\n", - "from desc.backend import jnp, functools, jit\n", - "from desc.examples import get\n", - "import desc.io\n", - "from desc.equilibrium import EquilibriaFamily, Equilibrium\n", - "from desc.geometry import FourierRZToroidalSurface\n", - "from desc.grid import LinearGrid, QuadratureGrid\n", - "from desc.equilibrium.coords import get_rtz_grid\n", - "from desc.objectives import (\n", - " AspectRatio,\n", - " FixBoundaryR,\n", - " FixBoundaryZ,\n", - " FixCurrent,\n", - " FixPressure,\n", - " FixPsi,\n", - " FixIonTemperature,\n", - " FixElectronTemperature,\n", - " FixElectronDensity,\n", - " FixAtomicNumber,\n", - " ForceBalance,\n", - " ObjectiveFunction,\n", - " EffectiveRadius,\n", - " ParallelConnectionLength,\n", - " QuasisymmetryTwoTerm,\n", - ")\n", - "from desc.optimize import Optimizer\n", - "from desc.plotting import (\n", - " plot_comparison,\n", - " plot_section,\n", - " plot_surfaces,\n", - " plot_boundaries,\n", - " plot_boozer_surface,\n", - " plot_boozer_surface,\n", - " plot_boundary,\n", - " plot_qs_error,\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Methods ##" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### General ###" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# Function to get value of a parameter directly\n", - "def get_value(eq, name, grid):\n", - " return eq.compute(name, grid=grid)[name]\n", - "\n", - "\n", - "# Function to get the straight field line coordinate system, need iota for jit\n", - "# @functools.partial(jit, static_argnames=[\"rho\",\"alpha\",\"n_pol\",\"n_points\"])\n", - "def get_field_line_grid(eq, iota, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", - " n_tor = jnp.abs(n_pol / iota)\n", - " good_grid = get_rtz_grid(\n", - " eq,\n", - " jnp.array(rho),\n", - " # np.array(rho),\n", - " jnp.array(alpha),\n", - " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", - " jnp.linspace(0, 2 * n_tor * jnp.pi, n_points * n_pol),\n", - " coordinates=\"raz\",\n", - " iota=iota,\n", - " period=(jnp.inf, 2 * jnp.pi, jnp.inf),\n", - " )\n", - " return good_grid" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def plot_Kd(eq, n_pol=11, rho=0.5, n_wells=5):\n", - " iota_grid = LinearGrid(rho=rho)\n", - " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", - " Kd = get_value(eq, \"Kd\", grid)\n", - " plt.figure()\n", - " plt.plot(grid.nodes[:, 2], Kd)\n", - " plt.axhline(0, color=\"r\", linestyle=\"--\")\n", - " plt.xlabel(r\"$\\zeta$\")\n", - " plt.ylabel(r\"$K_d$\")\n", - " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", - " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", - " a = get_value(eq, \"a\", grid)\n", - "\n", - " # Format the text to be displayed in the box\n", - " textstr = (\n", - " f\"Mean value of $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", - " f\"Mean value of $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", - " f\"Minimum value of $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", - " f\"Minimum value of $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", - " )\n", - "\n", - " # Add the text box to the plot\n", - " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", - " plt.text(\n", - " 0.05,\n", - " 0.95,\n", - " textstr,\n", - " transform=plt.gca().transAxes,\n", - " fontsize=12,\n", - " verticalalignment=\"top\",\n", - " bbox=props,\n", - " )\n", - "\n", - " # Add a legend and show the plot\n", - " # plt.legend()\n", - " plt.show()\n", - "\n", - " # Print the values for verification\n", - " # print(f\"Values of R_eff are: {R_eff}\")\n", - " # print(f\"Values of L_par are: {L_par}\")\n", - " return grid, R_eff, L_par" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def check_force_error(eq):\n", - " grid = QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid, eq.NFP)\n", - " data = eq.compute([\"p\", \"sqrt(g)\", \"|F|\", \"|grad(|B|^2)|/2mu0\"], grid)\n", - " err = jnp.sum(data[\"|F|\"] * data[\"sqrt(g)\"] * grid.weights) / jnp.sum(\n", - " data[\"|grad(|B|^2)|/2mu0\"] * data[\"sqrt(g)\"] * grid.weights\n", - " )\n", - " print(\"eq error: {:.2f}%\".format(err * 1e2))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Optimizations ###" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def run_step_weights(\n", - " k, eq, target = False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", - " \"\"\"\n", - " Run a step of the optimization with weights\n", - "\n", - " Parameters:\n", - " - k: Threshold for the modes to fix.\n", - " - eq: Initial DESC equilibrium object.\n", - " - maxiter: Maximum number of iterations for the optimization.\n", - " - method: Optimization method for DESC.\n", - " - qs_weight: Weight for the quasisymmetry term.\n", - " - aspect_ratio_weight: Weight for the aspect ratio term.\n", - " - n_wells: Number of wells for effective radius optimization.\n", - " - n_pol: Number of poloidal turns.\n", - "\n", - " Returns:\n", - " - eq_new: Optimized equilibrium object.\n", - " \"\"\"\n", - " # Create grid for minimizing quasisymmetry error\n", - " grid = LinearGrid(\n", - " M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", - " )\n", - "\n", - " # Create an ObjectiveFunction with weights\n", - " objective = ObjectiveFunction(\n", - " (\n", - " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid, weight=qs_weight),\n", - " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=n_pol),\n", - " AspectRatio(eq=eq, target=6, weight=ar_weight),\n", - " # ParallelConnectionLength(eq=eq,n_wells=n_wells,n_pol=n_pol),\n", - " ),\n", - " )\n", - " \n", - " # operation function to be able to target a specific mode or all modes above a threshold\n", - " operation = (lambda x: x != k) if target else (lambda x: x > k)\n", - " \n", - " # Calculate the maximum value array once\n", - " R_max = jnp.max(jnp.abs(eq.surface.R_basis.modes), 1)\n", - " Z_max = jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1)\n", - "\n", - " # Apply the operation\n", - " R_modes = jnp.vstack(\n", - " (\n", - " [0, 0, 0],\n", - " eq.surface.R_basis.modes[operation(R_max), :],\n", - " )\n", - " )\n", - " Z_modes = eq.surface.Z_basis.modes[operation(Z_max), :]\n", - "\n", - " # Create constraints\n", - " constraints = (\n", - " ForceBalance(eq=eq),\n", - " FixBoundaryR(eq=eq, modes=R_modes),\n", - " FixBoundaryZ(eq=eq, modes=Z_modes),\n", - " # FixPressure(eq=eq),\n", - " FixCurrent(eq=eq),\n", - " FixPsi(eq=eq),\n", - " FixIonTemperature(eq=eq),\n", - " FixElectronTemperature(eq=eq),\n", - " FixElectronDensity(eq=eq),\n", - " FixAtomicNumber(eq=eq),\n", - " )\n", - "\n", - " # Default optimizer\n", - " optimizer = Optimizer(\"proximal-lsq-exact\")\n", - "\n", - " # Optimize equilibrium\n", - " eq_new, history = eq.optimize(\n", - " objective=objective,\n", - " constraints=constraints,\n", - " optimizer=optimizer,\n", - " maxiter=20,\n", - " verbose=3,\n", - " copy=True,\n", - " options={\n", - " \"initial_trust_ratio\": 1.0,\n", - " },\n", - " )\n", - " return eq_new" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def run_step_weights_fam(\n", - " k, eqfam, target = False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", - " \"\"\"\n", - " Run a step of the optimization with weights\n", - "\n", - " Parameters:\n", - " - k: Threshold for the modes to fix.\n", - " - eq: Initial DESC equilibrium object.\n", - " - maxiter: Maximum number of iterations for the optimization.\n", - " - method: Optimization method for DESC.\n", - " - qs_weight: Weight for the quasisymmetry term.\n", - " - aspect_ratio_weight: Weight for the aspect ratio term.\n", - " - n_wells: Number of wells for effective radius optimization.\n", - " - n_pol: Number of poloidal turns.\n", - "\n", - " Returns:\n", - " - eq_new: Optimized equilibrium object.\n", - " \"\"\"\n", - " # Create grid for minimizing quasisymmetry error\n", - " grid = LinearGrid(\n", - " M=eqfam[0].M_grid, N=eqfam[0].N_grid, NFP=eqfam[0].NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", - " )\n", - "\n", - " # Create an ObjectiveFunction with weights\n", - " objective = ObjectiveFunction(\n", - " (\n", - " QuasisymmetryTwoTerm(eq=eqfam[-1], helicity=(1, 0), grid=grid, weight=qs_weight),\n", - " EffectiveRadius(eq=eqfam[-1], n_wells=n_wells, n_pol=n_pol),\n", - " AspectRatio(eq=eqfam[-1], target=6, weight=ar_weight),\n", - " # ParallelConnectionLength(eq=eq,n_wells=n_wells,n_pol=n_pol),\n", - " ),\n", - " )\n", - " \n", - " # operation function to be able to target a specific mode or all modes above a threshold\n", - " operation = (lambda x: x != k) if target else (lambda x: x > k)\n", - " \n", - " # Calculate the maximum value array once\n", - " R_max = jnp.max(jnp.abs(eqfam[0].surface.R_basis.modes), 1)\n", - " Z_max = jnp.max(jnp.abs(eqfam[0].surface.Z_basis.modes), 1)\n", - "\n", - " # Apply the operation\n", - " R_modes = jnp.vstack(\n", - " (\n", - " [0, 0, 0],\n", - " eqfam[0].surface.R_basis.modes[operation(R_max), :],\n", - " )\n", - " )\n", - " Z_modes = eqfam[0].surface.Z_basis.modes[operation(Z_max), :]\n", - "\n", - " # Create constraints\n", - " constraints = (\n", - " ForceBalance(eq=eqfam[-1]),\n", - " FixBoundaryR(eq=eqfam[-1], modes=R_modes),\n", - " FixBoundaryZ(eq=eqfam[-1], modes=Z_modes),\n", - " FixPressure(eq=eqfam[-1]),\n", - " FixCurrent(eq=eqfam[-1]),\n", - " FixPsi(eq=eqfam[-1]),\n", - " )\n", - "\n", - " # Default optimizer\n", - " optimizer = Optimizer(\"proximal-lsq-exact\")\n", - "\n", - " # Optimize equilibrium\n", - " eq_new, history = eqfam[-1].optimize(\n", - " objective=objective,\n", - " constraints=constraints,\n", - " optimizer=optimizer,\n", - " maxiter=20,\n", - " verbose=3,\n", - " copy=True,\n", - " options={\n", - " \"initial_trust_ratio\": 1.0,\n", - " },\n", - " )\n", - " eqfam.append(eq_new)\n", - " return eqfam" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def run_steps(eq,modes=3,target=False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", - " eqfam = EquilibriaFamily(eq)\n", - " for k in range(1,modes+1):\n", - " eqfam = run_step_weights_fam(k, eqfam, target = target, qs_weight=qs_weight, ar_weight=ar_weight, n_wells=n_wells, n_pol=n_pol)\n", - " return eqfam\n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Testing ##" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Initialization ###" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/global/u2/j/jjfrybes/DESC/desc/io/hdf5_io.py:127: RuntimeWarning: \n", - "The object attribute '_rho' was not loaded from the file.\n", - "This is likely because the file containing 'FourierRZToroidalSurface' was created before '_rho' became an attribute of objects of class ''.\n", - "The user may verify that a default value has been set.\n", - "This warning will persist until the file is saved with the new object.\n", - "\n", - "Note to developers: Add 'def _set_up(self)' as a method to class ''\n", - "(or the superclass where this new attribute is assigned) that assigns a value to '_rho'.\n", - "This method is called automatically when a file is loaded.\n", - "Recall that the testing suite will fail on warnings.\n", - " warnings.warn(\n", - "/global/u2/j/jjfrybes/DESC/desc/io/hdf5_io.py:127: RuntimeWarning: \n", - "The object attribute '_shift' was not loaded from the file.\n", - "This is likely because the file containing 'FourierRZCurve' was created before '_shift' became an attribute of objects of class ''.\n", - "The user may verify that a default value has been set.\n", - "This warning will persist until the file is saved with the new object.\n", - "\n", - "Note to developers: Add 'def _set_up(self)' as a method to class ''\n", - "(or the superclass where this new attribute is assigned) that assigns a value to '_shift'.\n", - "This method is called automatically when a file is loaded.\n", - "Recall that the testing suite will fail on warnings.\n", - " warnings.warn(\n", - "/global/u2/j/jjfrybes/DESC/desc/io/hdf5_io.py:127: RuntimeWarning: \n", - "The object attribute '_rotmat' was not loaded from the file.\n", - "This is likely because the file containing 'FourierRZCurve' was created before '_rotmat' became an attribute of objects of class ''.\n", - "The user may verify that a default value has been set.\n", - "This warning will persist until the file is saved with the new object.\n", - "\n", - "Note to developers: Add 'def _set_up(self)' as a method to class ''\n", - "(or the superclass where this new attribute is assigned) that assigns a value to '_rotmat'.\n", - "This method is called automatically when a file is loaded.\n", - "Recall that the testing suite will fail on warnings.\n", - " warnings.warn(\n" - ] - } - ], - "source": [ - "eqfam = desc.io.load(\"desc/examples/C640.h5\")" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "eq = eqfam[-1]" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "_, R_eff, L_par = plot_Kd(eq,rho=0.8);" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "R_eff : [4.68171825 2.95163856 1.77354405 1.19125058 1.09927332]\n", - "L_par : [4.19504405 4.02205254 3.97880467 3.93555679 3.24359076]\n" - ] - } - ], - "source": [ - "print(f\"R_eff : {R_eff}\")\n", - "print(f\"L_par : {L_par}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "6.000600589585463\n" - ] - } - ], - "source": [ - "a = eq.compute(\"R0/a\")[\"R0/a\"]\n", - "print(a)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Check influence of number of wells ###" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def run_well_optimizations(eq, n_wells_array):\n", - " eqfam = EquilibriaFamily(eq)\n", - " for n_wells in n_wells_array:\n", - " eq_test = eq.copy()\n", - " try:\n", - " eq_new = run_step(1, eq_test, n_wells=n_wells)\n", - " eqfam.append(eq_new)\n", - " print(f\"Optimization successful for n_wells={n_wells}\")\n", - " except Exception as e:\n", - " print(f\"Optimization failed for n_wells={n_wells}: {e}\")\n", - " return eqfam" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# n_wells_array = [2,3,5,8,10,12]\n", - "# eqfam = run_well_optimizations(eq,n_wells_array)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "It would seem that the best choice (strongest improvement) is for a number of wells around half of the present number of wells" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Check influence of QS and Aspect ratio weights ###" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def generate_weights(num_weights=4, min_weight=1, max_weight=100):\n", - " \"\"\"\n", - " Generate logarithmically spaced weights for optimization parameters between min_weight and max_weight.\n", - "\n", - " Parameters:\n", - " - num_weights: Number of weights to generate for each parameter.\n", - " - min_weight: Minimum weight value.\n", - " - max_weight: Maximum weight value.\n", - "\n", - " Returns:\n", - " - A list of tuples (qs_weight, aspect_ratio_weight) with all combinations of weights.\n", - " \"\"\"\n", - " # Generate weights in log space between min_weight and max_weight\n", - " qs_weights = jnp.logspace(\n", - " jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights\n", - " )\n", - " aspect_ratio_weights = jnp.logspace(\n", - " jnp.log10(min_weight), jnp.log10(max_weight), num=num_weights\n", - " )\n", - "\n", - " # Create all combinations of the weights\n", - " weight_combinations = [(qs, ar) for qs in qs_weights for ar in aspect_ratio_weights]\n", - " return weight_combinations\n", - "\n", - "\n", - "def run_all_experiments(eq, weight_combinations, maxiter=20):\n", - " \"\"\"\n", - " Run a series of optimizations for each weight combination and store results.\n", - "\n", - " Parameters:\n", - " - eq: Initial DESC equilibrium object.\n", - " - weight_combinations: List of (qs_weight, aspect_ratio_weight) tuples.\n", - " - maxiter: Maximum number of iterations for each optimization.\n", - " - method: Optimization method for DESC.\n", - " - target_type: Target type for effective radius optimization.\n", - "\n", - " Returns:\n", - " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", - " - results_df: Pandas DataFrame containing the weight values for each run.\n", - " \"\"\"\n", - " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", - " results = [] # List to store weight values for each experiment\n", - "\n", - " for qs_weight, ar_weight in weight_combinations:\n", - " eq_test = eq.copy()\n", - " try:\n", - " # Run optimization for each weight combination\n", - " eq_new = run_step_weights(\n", - " k=1,\n", - " eq=eq_test,\n", - " target=True,\n", - " maxiter=maxiter,\n", - " qs_weight=qs_weight,\n", - " aspect_ratio_weight=ar_weight,\n", - " n_wells=5,\n", - " n_pol=11,\n", - " )\n", - " # Append the new equilibrium to the family\n", - " eqfam.append(eq_new)\n", - " # Log the weight values\n", - " results.append(\n", - " {\n", - " \"qs_weight\": qs_weight,\n", - " \"aspect_ratio_weight\": ar_weight,\n", - " \"status\": \"Success\",\n", - " }\n", - " )\n", - " print(\n", - " f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", - " )\n", - " except Exception as e:\n", - " print(\n", - " f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", - " )\n", - " results.append(\n", - " {\n", - " \"qs_weight\": qs_weight,\n", - " \"aspect_ratio_weight\": ar_weight,\n", - " \"status\": \"Failed\",\n", - " }\n", - " )\n", - "\n", - " # Convert results to a DataFrame\n", - " results_df = pd.DataFrame(results)\n", - " return eqfam, results_df" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# # Generate the weight combinations and run experiments\n", - "# weight_combinations = generate_weights(num_weights=4)\n", - "# eqfam, results_df = run_all_experiments(eq, weight_combinations)\n", - "\n", - "# # Display the results\n", - "# print(results_df)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Check influence of different boundary mode number ###" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def generate_weights(num_weights=4, min_weight=1, max_weight=8):\n", - " \"\"\"\n", - " Generate logarithmically spaced weights for optimization parameters between min_weight and max_weight.\n", - "\n", - " Parameters:\n", - " - num_weights: Number of weights to generate for each parameter.\n", - " - min_weight: Minimum weight value.\n", - " - max_weight: Maximum weight value.\n", - "\n", - " Returns:\n", - " - A list of tuples (qs_weight, aspect_ratio_weight) with all combinations of weights.\n", - " \"\"\"\n", - " # Generate weights in log space between min_weight and max_weight\n", - " qs_weights = [5,7,9,11]\n", - " aspect_ratio_weights = [5,7,9,11]\n", - "\n", - " # Create all combinations of the weights\n", - " weight_combinations = [(qs, ar) for qs in qs_weights for ar in aspect_ratio_weights]\n", - " return weight_combinations\n", - "\n", - "\n", - "def run_all_experiments(eq, weight_combinations, k=1, maxiter=20):\n", - " \"\"\"\n", - " Run a series of optimizations for each weight combination and store results.\n", - "\n", - " Parameters:\n", - " - eq: Initial DESC equilibrium object.\n", - " - weight_combinations: List of (qs_weight, aspect_ratio_weight) tuples.\n", - " - maxiter: Maximum number of iterations for each optimization.\n", - " - method: Optimization method for DESC.\n", - " - target_type: Target type for effective radius optimization.\n", - "\n", - " Returns:\n", - " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", - " - results_df: Pandas DataFrame containing the weight values for each run.\n", - " \"\"\"\n", - " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", - " results = [] # List to store weight values for each experiment\n", - "\n", - " for qs_weight, ar_weight in weight_combinations:\n", - " eq_test = eq.copy()\n", - " try:\n", - " # Run optimization for each weight combination\n", - " eq_new = run_step_weights_target(\n", - " k=k,\n", - " eq=eq_test,\n", - " target = True,\n", - " maxiter=maxiter,\n", - " qs_weight=qs_weight,\n", - " aspect_ratio_weight=ar_weight,\n", - " n_wells=5,\n", - " n_pol=8,\n", - " )\n", - " # Append the new equilibrium to the family\n", - " eqfam.append(eq_new)\n", - " # Log the weight values\n", - " results.append(\n", - " {\n", - " \"qs_weight\": qs_weight,\n", - " \"aspect_ratio_weight\": ar_weight,\n", - " \"status\": \"Success\",\n", - " }\n", - " )\n", - " print(\n", - " f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", - " )\n", - " except Exception as e:\n", - " print(\n", - " f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", - " )\n", - " results.append(\n", - " {\n", - " \"qs_weight\": qs_weight,\n", - " \"aspect_ratio_weight\": ar_weight,\n", - " \"status\": \"Failed\",\n", - " }\n", - " )\n", - "\n", - " # Convert results to a DataFrame\n", - " results_df = pd.DataFrame(results)\n", - " return eqfam, results_df" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# weight_combinations = generate_weights()\n", - "# eqfam,results_df = run_all_experiments(eq,weight_combinations,k=3,maxiter=20)" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_1109315/3092260248.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", - " R_modes = jnp.vstack(\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Building objective: QS two-term\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 90.2 ms\n", - "Building objective: Effective radius\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 127 us\n", - "Building objective: aspect ratio\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 62.9 ms\n", - "Timer: Objective build = 314 ms\n", - "Building objective: force\n", - "Precomputing transforms\n", - "Timer: Precomputing transforms = 99.7 ms\n", - "Timer: Objective build = 127 ms\n", - "Timer: Proximal projection build = 6.84 sec\n", - "Building objective: lcfs R\n", - "Building objective: lcfs Z\n", - "Building objective: fixed current\n", - "Building objective: fixed Psi\n", - "Building objective: fixed ion temperature\n", - "Building objective: fixed electron temperature\n", - "Building objective: fixed electron density\n", - "Building objective: fixed atomic number\n", - "Timer: Objective build = 400 ms\n", - "Timer: Linear constraint projection build = 3.30 sec\n", - "Number of parameters: 48\n", - "Number of objectives: 3681\n", - "Timer: Initializing the optimization = 10.6 sec\n", - "\n", - "Starting optimization\n", - "Using method: proximal-lsq-exact\n", - " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", - " 0 1 1.437e+00 4.878e+01 \n", - " 1 4 1.437e+00 6.397e-04 3.333e-02 1.960e+02 \n", - " 2 5 1.321e+00 1.159e-01 1.132e-02 4.325e+01 \n", - " 3 6 1.279e+00 4.188e-02 1.823e-02 1.824e+02 \n", - " 4 9 1.221e+00 5.808e-02 2.938e-03 8.984e+00 \n", - " 5 10 1.176e+00 4.522e-02 5.287e-03 1.507e+01 \n", - " 6 11 1.137e+00 3.836e-02 7.721e-03 7.709e+01 \n", - " 7 12 1.122e+00 1.514e-02 1.329e-02 1.531e+02 \n", - " 8 13 1.103e+00 1.938e-02 1.453e-02 5.846e+01 \n", - " 9 15 1.082e+00 2.035e-02 4.220e-03 1.943e+01 \n", - " 10 39 1.082e+00 0.000e+00 0.000e+00 1.943e+01 \n", - "Warning: A bad approximation caused failure to predict improvement.\n", - " Current function value: 1.082e+00\n", - " Total delta_x: 8.386e-02\n", - " Iterations: 10\n", - " Function evaluations: 39\n", - " Jacobian evaluations: 10\n", - "Timer: Solution time = 15.5 min\n", - "Timer: Avg time per step = 1.40 min\n", - "==============================================================================================================\n", - " Start --> End\n", - "Total (sum of squares): 1.397e+00 --> 1.090e+00, \n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 3.962e+00 --> 7.800e+00 (T^3)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.419e-04 --> 1.255e-04 (T^3)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 3.907e-01 --> 4.069e-01 (T^3)\n", - "Maximum absolute Quasi-symmetry (1,0) two-term error: 3.208e-02 --> 6.315e-02 (normalized)\n", - "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.958e-06 --> 1.016e-06 (normalized)\n", - "Average absolute Quasi-symmetry (1,0) two-term error: 3.163e-03 --> 3.294e-03 (normalized)\n", - "Maximum absolute Effective radius of curvature R_eff: 1.204e+00 --> 9.803e-01 ~\n", - "Minimum absolute Effective radius of curvature R_eff: 2.551e-01 --> 1.981e-01 ~\n", - "Average absolute Effective radius of curvature R_eff: 5.622e-01 --> 4.549e-01 ~\n", - "Maximum absolute Effective radius of curvature R_eff: 1.204e+00 --> 9.803e-01 (normalized)\n", - "Minimum absolute Effective radius of curvature R_eff: 2.551e-01 --> 1.981e-01 (normalized)\n", - "Average absolute Effective radius of curvature R_eff: 5.622e-01 --> 4.549e-01 (normalized)\n", - "Aspect ratio: 5.969e+00 --> 5.975e+00 (dimensionless)\n", - "Maximum absolute Force error: 9.640e+04 --> 1.260e+06 (N)\n", - "Minimum absolute Force error: 5.833e-01 --> 1.650e+00 (N)\n", - "Average absolute Force error: 3.282e+03 --> 4.392e+03 (N)\n", - "Maximum absolute Force error: 2.660e-04 --> 3.478e-03 (normalized)\n", - "Minimum absolute Force error: 1.610e-09 --> 4.555e-09 (normalized)\n", - "Average absolute Force error: 9.057e-06 --> 1.212e-05 (normalized)\n", - "R boundary error: 0.000e+00 --> 1.102e-19 (m)\n", - "Z boundary error: 0.000e+00 --> 7.918e-19 (m)\n", - "Fixed current profile error: 0.000e+00 --> 1.013e-06 (A)\n", - "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", - "Fixed ion temperature profile error: 0.000e+00 --> 0.000e+00 (eV)\n", - "Fixed electron temperature profile error: 0.000e+00 --> 0.000e+00 (eV)\n", - "Fixed electron density profile error: 0.000e+00 --> 0.000e+00 (m^-3)\n", - "Fixed atomic number profile error: 0.000e+00 --> 0.000e+00 (dimensionless)\n", - "==============================================================================================================\n" - ] - } - ], - "source": [ - "eq_test = eq5.copy()\n", - "eq6 = run_step_weights(k=3,eq=eq_test,target=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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", 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, )" - ] - }, - "execution_count": 53, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_boundaries(\n", - " eqs=[eq, eq6],\n", - " labels=[\n", - " \"Before optimization\",\n", - " \"After optimization\",\n", - " ],\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(
,\n", - " )" - ] - }, - "execution_count": 59, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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1V+9n9eokL36xIKvrrutmYODimD35fCCbrXH//aP88Icj3HffCI88MsGGDSle8IJOXvGKPn7/97ezeXPK94yWCUoli+FhL8EMDbnEoxNRPB6gry9EX5/wPHp7hb788jh9fWF6esL09AgSarYQrWEYpNNB0ukgmzfPvZ9l2YyMmBw9WuXIkQpHjlTZu7fMt76V5fDhCkePVmlvD7FhQ5T16yNs2BBl8+YYmzfH2LgxSix2Yd73TedB9fVdxpYtX2X79jjbt8e57DKhl5v7a5oWjz46yQ9/OMKPfjTCj340SjIZ4kUv6uKFL+zkhS/sYvv2Nn8OsTkwMVHhvvtGuPdeIfv3Z9m1q53rrhNkv3t3p1+00ESoVi3Gx+uMjtYYGxN6dNRkdNR0Qm7Dw64XUS7b9PSE6OkJ09srQl9K+vpCWju87J798wHLsjl5ssZzz1U4eLDCgQMV9u8vs39/mcOHq5TLbnX0heRBNR1B7dx5JZ/85A948skSTz5Z4rHHSjz7bJn166Ns2RJjy5YY27YJ2bw5tmwsB9u2efbZHD/+8Sj33y/kxIkil12WYevWVrZsSbNlS5pNm9KsWZO8qIhrfLzCk0+KnNFjj03y8MPjHD1aYPfuTl7ykh5e8pJurrqq44J9odxSw7ZtKhWbXK7O9HSdbNaSWiwrmZpytcjjiLzOxIRJsWg54bTOzhBdXboID6e7W4TfenpCtLUF/TFaC4RazSYcds+lT1DnEbPloCoVi6efFtbCvn1lnn5ayMGDFdasibBjR5zLLktw2WVxrrwyQW/v8rCsJyYqPPbYJPv3i1mbn3lmmgMHcgwOlli7toUNG1Js2KDKnltYu7aFVauSJBLLLzJr2zZDQ2X5W6fZvz/HU09N8dRTUxSLdS69tJXLL29n584MO3eK/JGfOwLTdBPwQrvtSsV2Ks1KJb0tlotFi0LBkrpOoWCRzytxq9ZyOVFZm06LYgEVkmptDcplsT6TEcTS2uqtUuvoEOt8wmkOXEgEtSx6umg0wOWXJ7j8cm8Op1q12LevzBNPlHj88RJ/8RcjPPJIkXg8wJVXJti1K8FVVyW46qoknZ3N91Pb26PccEMvN9zgnVG9XK5z8GCOAwfEoNGnn57mm988yeHDeY4dK9DaGmH16iQDAwkGBhJy8Gicnh4x11lPT4yOjuiidfC2bZPN1hgdrXDqlHeW6sOH81IKxONBtmxJs3mzkJe9rJft29sYGEgs287Ntm1KJZupKZNs1u3wczmdEETpsliua6QhtFvSbMuyZpeEbBvicVHCHIsFiEYNuSzWRaOi0kxUnIl1yWTQWdfeHiaZDEgRFWpCgiSTAdJpUb0WjfrGgI/mQ/P12meBSCTAjh0JduxI8Cu/ItbZts2RI1UefrjInj1F/t//G+bhh4t0dIS4+uok11yT4Jprklx+eaJpY9uxWJBLLhFjdBphWTbDw2WOHMk7RHDiRJEnnpiS0+6I6XcmJqokkyHa2yNkMhHS6bBnLrVYLOjMyRYOBwgExLQ5gQBYFp453txJRcVkotPTNaanq2SzNcbHq4yNVYhGA3R1xeQM1e4s1S99aQ/r1gnvbznkjEzTZni45lSNqfyJyqeMj5tMTKiSZVGmHAoZjuehSpX1kuVkUpBBJhNk5cqws5xIuNJIMoqEQqHlSdw+fCwEljVBzQbDMGRpZpQ3vEG4uJZls39/mQcfLPLAAwXuvHOCZ54ps3VrjB07RBHGpZfGueSSGP394aa25gMBg74+Mc3O6WBZwqtRE5aqmajVZKWVipjRWs1wbVniM/W6TSBgaPPAGXR1RYnHQ3JC0SCtrWJuuXQ6TEdHlI6O6LJ4PUK5bDllvUJXOXlSEJEq+R0bM+nsdCvGenrE+JWBgTA7d8adcuX29pBTpux7Hz6aDXs/8QmOznMuvRLAxTTV0dlgscZBlUoWjz9ecooxnnqqxN69ZSoVm0suiXHJJTG2bo2xbVucbdtiDAw0N3H5UHku06l0UnLkSJUjR6qMj5sMDLgDI1euDLNiRcQZODkwICrHfK9l6WBZNtPTMDFhMzEBU1M2U1NK22SzkMvZ5POQz0OxaFMsQrEIpZJNtQqVClSryNneoV4XUQEFw4BAAEIhCIUMwmGIRCAWU2KQSEAyCYmEQUsLtLR4dSol2qkUJJPutmRSfC4cZsn6Cz8HdQEgHg+we3eS3buTnvWjozX27hVFGM88I8YhPP10iVzOYvNmd+zBpk1RNm0SYxDS6eb3Hi4kTE6aPPusW2b77LOi7Pa55yokEgE5VkSMF3nlK9OsXRtlzZoIfX1hgkGffBYL9bogmfFxm7Exm7ExpHbbatv4uNhvehpaWqC93SCTgUzGoK0N2toMWlsN0mlYvTogCUIQSCIBiQQyJyfIJhJBRgEgGBSEpGaAEMcmpFazqdVwiK1cRhaYCNIrFGwKBcjnBSkePWo55JjL2eRyYp983tXFoiBEQXAQjxtSI0O5oq0fu2qnUobz21pbDTIZg/Z2HH2x3b9NR1DlMjz2mMW6dQbp9OJfjK6uMC99aZiXvjTlWT89XXeqCPfvL/P1r085HWNLi94pRlm3zh0B3tcXbrrBg8sBlYrFoUMVh4hcQqpQKlnSUBBGwutf38bGjVE2bozR2uobC+cDtZpLIoJU8JCLIhu9PT0NbW3Q0WHQ2WnQ2em2u7th27YAHR0GHR3Q2WnQ0SFIaXE92PPzt2o1r2dXKs3eVvsUiy4B5nKQy8H0tM3kpM3kpPAos1lob4fuboOeHoOBAYOVK4XcckvTdeULgqb7VdPTNr/6q1UOHbJJJGDDBoMNGwKsX2+wYYPBxo0BNm82aGtb3E6/tTXI1Vcnufpqr8dl2zaDgzUOHqzy3HMVnnuuzH/+Z5bDh6scPlxhaqrOqlURVq2KyLyGGISoBij29IhpWTo6QhdNaEm8W6nOyZM1Tp4U07ycOFHj2LEqR49WOXSowqlTNVavjrBpkyCeq65K8Cu/0s7mzTF6e0N+uPUsIcY5QTYrOrpsVhDI9LRXq5Da5KTNxIQgnIkJ0ZFmMkhCcUlFJxtBMmKfri7h+VxsFr9COGzQ2gqtrbBQJGiawjAYHrYZGrI5ccLm+HGbBx6wuOWWBfkTTYemI6ieHoM9e2LYts3wMBw4YHHwoM3Bgzbf+pbFs8+aPPusTUsLbN4cYNs2g23bAmzdKnRf3+LGfg3DoL8/Qn9/hOuua5mxvVi0OHasyrFjVWcKl+PHazz0UJGhoZpTITY5adLWFqKzU4wt8c4fJrQag6JEVYmlUkHPQL3Fgm2LsTa5nJggU02SqSbjnJz0TtY5MmI609nEYgYrVkQYGAizYkWYgYEIu3cn+aVfyrB+fYTVq6NL8puWArYtwkwivORa2Y1tPd9SKNhSi/BToeCGmIQFbjthqGxW/J1UCidMlk4L3dqqOlIRQlq3LkBbm1p2CSedxo8ELDFCIYPeXujtNbjssqU+msVB0xGUgmGoixHkuuu822zb5uRJ2LfP4plnbJ5+2uKuu2z27rUwTWHNbdtmcMklLoGtWLE0SctEIuDMgHE61Os24+OiIx8fr0stZl6emBBzdOmj+cXrAcT4mlyuTiBgeEqX1RiZaFS8DkCfjVnE5A3tlQHIKj5xbk0T+dpx8XqBSsU7MFSN3ymVLGKxAKmUO56mrU1Ut7W1ick4OztDbNkSc2YVUJVxzVri3wjxOgacRL3KO+RyXmJoDOeUSlAu21IrsedoixxJLObNU6hllZ9Q60UiXiTku7pg7doAyaSbpE+lRC5DJPMFuUSjPrn4WH5oWoI6HQzDYGAABgaC3Hijd9voqCCsvXuF/uY3hS4WYcsWgy1bAo7etMlg/XqDWGzpH95g0KC7O0x399mPFVJT1ZRK7gBQRShCBHGrd9qYpnhNgCIk2xZ/X5GVqGxySU0NElVaJ8LlZlXXajYjI26YZGTEZnRUrBsddfMoKtcyPS0S7sqrSKf1RLbhVHolkyIE1t8fcJLg4lUNbnVYPC6S+NHozG0XS3h3oWDbYJpusUO97hZAKDtUFUiEQkL7UeHlh2VJUKdDV5fBS14SnFHGPzFhs3+/8Lj27bO54w6TAwdsjhyx6e8XRLV6tSsq+bhihUE83tx3tmG4JDLPytJlDcsS1WKDg4J0hoZsSUCCiEZGbAYHhUxNQWenCJP09Bh0dwvp6oKtW715FFVJdrGEGs8nLAuyWZicgqlpV09Nw/Q0ZHMwnRU6n4dcHvIFIcUilMpClytuGbkiIL1ST5GUMsB0ElPl5OEwRCPCUIhFG3QMImG3EjASFvuHQhDSyC4QcEWPRBiGm3FSy/q+waD8PqljMfG343FIJiCdQoRe05BpE97yxYwLjqDmQnu7wQteEOQFL/CuN02bw4dFjuvoUSHf/a7FiRMiCXnypE0yCX19Bv39Bn19huzc8HRwqkrJD6UsDGxbeC8jI4JshofRiEeIIqSREfFQ9/YaDvGoa7R9e4DubnHd+vrENbpYE/cLgVpNkMvEpJQJrX0ayeZEOXWmzZW2ViGtskNe0Q9bU5BqgZakKLVukaXaCemVKiKJRESHf6awbZxy8moVKrKsvFIV4VjVLpeFVvvWalCtCYIToW8ZDrfVjCvq5YWuqL8HKkohidJyv8c0xfeXKzLXWIZCUYSOFVlPTAqC6+yArk7o74X+PljRBysHYM0qISsHBHFeiGi6n3XyFLzwRti4XsimDbBlk2jHTz95wrwQChls3GiwcePs221bVM4oC/zUKdEpHjtms2eP6DBHR92xHdGosr4FKba3u+M4MhlvUlpPVqtcQSSydAP8Fhpinjo3aZ/NulVi09OiSkyV0KqwmhonMzoqzqUyAnp6XALatSvgGAp9fWKfSOTCOGeLgVpNdIBTU16PZi7RiaZYFKTSnoGOdqEzbW5780Z3OdMmt8t9lrITNQzXK1ousG1RBDM2DiOjMDgs+seTg/CDH8KRY0KGR6AyttRH62JycpLNmzczMjJyzt/VdATV0w2f+L9w4CA8dwi+dBfsPwAHDwvrYctG2LoZtm0ReusmzmtYyzBE+Kery2DHjtPvKyZNdUfBC+2OhJ+cFOMcslm3rDebtZ0OPJcTFpc+Kl2MaPcORlQ5DpHPcAcnhsPI3JEbimgcqKhEHK/QyhK0Giw8VSyhj84XBRNucr9xLIdeVZbPi2NKpbxVYyqfk8kIEr/kEhGa7OpyPdHOzuYPrS42bFuc51zetbRzeaGzWUE6Kkw2nRWhs+msFkqT7XJZei2tXm9G927WrnbJRyehVOrsPBcf84dhqL4A1qyee79qdfGOSeHIkSO8733vo6enhxtuuIE3v/nNzrYvfvGLrF+/HoBSqcSv/uqv8spXvpLHH3+cT3/60wwODvKVr3yFZDJJb28vN91005x/p+kIKhSCF79IiA7ThEOHYd8BeHof/PDH8A93iOV4TJDVpg2wYR2sX+tKKjX73zkfMAzXO1q7dn7fUa16R67ro9n1yjARlrBFaKIiOqxaDWo1i1ptZgJZhRqUKJJShKUTWSikyE54mIoAEwmIRAwnwR+N6hVmIvHfOOXLheTZWJY47wVFyKpCr+ISdrXmknlVCynVTLfduI+6hiq/ovItSheKIhdTKIhznpZhsJTUrWmxrjXt5i9WDQjdJsfitGp5jZYWv2DgQsJsXuHgJz7B4XnOxVcABjdtYteuXc66W265hVsaBltt3bqVdevWsX37dvfvDg6SSqVIyuRZPB6np6eHqakpvvzlL/PHf/zHfPKTn2Tr1q1ks1le/epXn/ZYmo6g5kIoBJs2Cvm5V7nrbRtODcIz+4XXdfAw3P+A8L4OHxUx67VrhEW4eqV4cFcOwMoVIubd3SU65mZBJGIQiYipTXwsHMplN2Q1NQ2Tk17PwvE+pAeiJC+T9bm8IKdYTCSzVV4kFhMGkp5oV8n1aFQm5iXZR6OinUwIr0TtE4mIpH0sJnQ8Lr47kRDfredimulePR+o1iQxl6FUgbLKF1WhIg0vs+6Kng+abVbRRkPMYGYkQUHPH9m2+F5VbFG3vNqypeGn/W1LVRFqfyMYkNc/JCQeg2QMknFoSUBbCtrTYv1CGg19t91G5k//dF6fzeVy9D3PXHwrVqzgox/9KPF4nNe85jXcfffdAPzTP/0T73//+/nXf/1XAI4ePYpt23zgAx/g8ssvp6WlhX379vHGN76RdevWcdttt/H5z39+zr+zbAhqLhiGIJoV/XDj9d5ttg2jY3D4iCCrYycEiX3/Xjh+UhDbxKQgqd4e6FG6G7pkYrKzQ4gKfbS2XvidRLOiXNZCVVPe/MnE5EytZHJKdGwqVOVJ0Le64a01q9wqKsdLkSGWVIsgCD+8NTtsG3IFmMzCZE5q2Z7KwXTelWweckXIFkQ7X4J8EQol0cknYkLiUYhJ8o5GICo7eqeaTlbFBYzZSaeRcGwbbLzFDGq7TmTgfqcKjQcDQgKaDgTEfkqrv6+TW70uvWdTkG+5In5noSx+81ROnKN6HTpaoacDeqX0d8GqXljZK/SafkFqzYADBw6wbt06DMPANE1n/fDwMHfccQcnT57kc5/7HFdccQXpdBqA733ve7S2ttLT00M6naatrY3JycnT/p2mIyh1YRfCmjAMQT7dXXDNVbPvU6vB0DAMDsHwqGgPj8DR4/DwY4LgxiZc6zublRM5pt3QSjrlWrmqI0uq2ZDjwjpyxsbE3NLSaNQtd9XbkcjyGbdhWbOHq1SVlKqKUqGwUslbuaRCZYWCG8pSZca5vDjfubwgJfCGqhyyaRPk09sjQr0qb6LnUBKJ5XE+lxKKZFSnOdVANJNZmJgWbaXV9qm8IJNMGjIpqdPQ1iK8hNYWWNsvdGsLpJKQTgqdSrgeRaT5Xxl2XlCuwNgUDI/D8AQMjsHJEdjzDHztf+DYEBwZFOds/QCsWwEbV8Gm1bBpFVy5bXGP99SpU9x555309/fz+te/nptvvpnPfvaz/Pmf/zk/+clPMAyD9vZ2LrvsMj7/+c9zxx13cPToUbZu3cqtt97KF77wBdra2rj11ltP+3ea7nUb3QO7KK/dw6ZVsHkNbFwpLsQGqdtbl/b46nU3DKTCQrmcO2Yjl/N2uMWStzMua/kGvbxVaVXealnauA1PTsg7HiOoWZOBwOnHZyg4IQzL1U6hhO3mrVQey6yr/JYU03ucjWEtnWxjUTd0pcJhzgwJWigrEXdJPpkQbUX+KZlfiZ1+Mo6LGpYlLPNswfVSHI+lYd2U2pYT7SlJRtmC8FwUoehE09hubxWhKX1d+CIll8WCZcHQOBw8DgdPwIFj8OwxePYoPP5ldz//dRvnEat64Xvfgv1HxMk/cAz+41547jgcOC4653UrhBWxfgDWrhCu79p+4QpHz3MZaTAoy2bP84DY+hyk4FTXNRRBmObMeHnj2AwdOoE1hi0U+Snic4hRihrIGA4vH09vMWHbwtio1kTepCpFrauabl5F7VOuuLpcFfmXkszDFEoiJ1MoCcmXhKejdK4otidiwhtpbYF0i7C2lcfSKpdX98GOFmjVSKgt5ZLShTqe5kJAICDCfv1dcN0VS300i4OmvB3bW+EFlwnRYdvCDVYWxKGT8JMn4F+/A4dPCZe4ow1W9giiW9EtL2gn9HVBT7uI8XYsgzyS8o58r2HhYduCCHJFt4NXOq+k5LYLGjkUy15RRFKuSqkI0onI2QoiYZE7cZZlslzlVSKyHYuK/WIy7xKPCsmkYaDHTayrUFhLAlpkO50U+kLJj9m2IPGiJOtyDUry/FZNVyo1qCkPX+Z6TMtdrlveggrTmrmupm3zfF5r65+tWzONPmXgBQMQCojrFwsLnYxCOgHpuNDtLdCVhs600D1twuj2MTuakqDmgmFAV0bI7lnGJNXrInZ7fAiODwvCGhyDJw/AyVEYmRAylReWY0crdLYJUmtPCwtSWZOphBsfTyVFx5CIuTomOxXfe1h4WLKzUF5HRepy1fUqShWXJBzPQibaFdF4CKjoTc4HA94cSCopOny13KLyInHobhfL+vWPR10dj7mkokjpQiGLM4VlQa4E00Uh2aK3nS25OiclX3Z1viwLB8pQrIrrE49AIuJ2+NGw0JGwJPqgq0NBGQqX7WDAbavlUEC0E9GZ28OaDgZmfldIFmQEZUEEuM++pZFXrS494Zr0fivuuTg2BhM5GMvBaBZGp0W7MwX97TDQAau7XFnbA+t7oe0inu5oWRHU8yEYFNbmQA+84DT7mabwxManYVzqiayMz+eEd5YteK1rvTMsSou5WnOri3RrWZWUqvJSlTPSH5bgLFqvHGqsDnJCcjTkl+Rv0vNMp6tmUrqxokmVzurt2cpq1XQtHn2adY2fM3XLtqFkuKaFLpWXEZEdkiIA5WEoolCiexS9nTNJp5GMLtZk/Gyo1ARR6EQyG9mobdNFmCq4Ml2EXFl4C60JTZKu56D0mm7RTklpiQmdjIp2IiokfEH1THPDrMPwFJycgBPjcHQUjo7Aj56BwyNwcEici/WSrNb3wroeVw90XNjGUNPdBiPT8La/Fid/XQ+s7RbWRF9m4cJyoZDoxHo7z+17LMvNHejWvupoqzW3w9U74dk6dkUGOmGoZX2shSIWfdyHWue0n2c8CMwcDxIMeNs6Ser5KQ+pzka0uqU5yz4eizbkErhjtco8l++Zzg3LEuEv5Xno3ogjZZd0ciXXc3G0RjiWPZNI0vGZBNOXcYmnNSEse52Qmj1s3owIBWFFh5CrZ5luzbZhLCuI6uAQHByG+56BL/wADg3DRF70j/v+evGPfTHQdASVisF1W8XJ//YjcGhIWBUTeWEtrOqClR2wslNIf0a4x32ZxY/nBgJuJZqPixO2LYyOogpBVt18SVmGepz2XFqGg0ra54sVVxerIvxVlCGjck2Ev1piwvPQPZGWmCCUlFzuaYONfa7HoshGLbcmhNd/IRkEdQuqdZmrqrtSk6LapuWuMy1X6iqCoEUZDEMabAYEDRFajASFJCLQEoFkBFJRSMeEwbUQMAzoahWye/PM7cUKHB5emL/VjGg6gopH4e03zlxfrooY7rFROD4Gx8fh4YPwrUk4NQGDkyKe25aE7lboaRWJyI6USEx2pMQ2Ja0J8TArScb8ZOWFiHrd2+k3dvaFslfPtl5fV1TfU3G/L2AIwtAlprQMT0ZDMkcVEoSg9omFoaMF4h3ez6tQl8rDJCUZJWNi3XIO61gW5CowXRaSLUO24uq8lFwFClUhxZqUKpRqQsqmkIqmqzKsHAmKc61IJNygQzIHFVZtmZ8KaoNyDdx8kyKqugV12yW5iimOq1B1jzlfFUSViUNHAnpS0NMidF8KVrTCQKvQvalzI7NEFC5ZNXN97c8/Qekv5zfVUckGrnrJ/A9qAdF0BDUXYhHY1C9kLtTrMJ4TYcLhaeEaj+eEHBuFJ4+6MfPp4swkbUhaQ3rnEVVVWCFvYlZPrnrCWQHX0goEGkJpzJ47mgunG6HWuKlxZHzjvo3hQM+rAfCGD2lYnmvfxuM4kxF1+u89ndHuhDHxJqH1iqta3VvR5YjpkpJZdzt8pZNRV+sdvyKCjhZY1endnoh6P6sTyMWSL6nVZQcsO+KcJBWnra1TZKNIaLok9FRZfD4ZgdaY8DZaY5CWnkcqKqQlCu0JWJUR+ybC4vokwhAPQywktWxHlQTdcPVSoW6J3zpZhLEijORhOAfDedg3At9/Dk5Ow/EpmCwJolqdgVVtQq/OwOo2WNMOK9vE7zpbhD9wG/E/mt9UR2YuB6eZwHUxcUE9WsEgdLcJufQsP6uXthYrbiWO6vSqDR1iXesk9RxSXetUnTDBXJ39LETS+Fyd7kFr3Ha6zt9TRMHsRKmTqLPuefad8XfPkHDP5LfrRSLBgLeiKqwZDOGQ65moSq+4JI/IRZjPqluu5zGb5KWVr7d1XaiKtk5G+aowDBSBNEo6KsKKaek5rM6I9W1xQUCtMbedii5cCKwZEQwIcm1PwPrn2bdcgxPTcHTSlfsOwZ1Ton1yGjqTLnGtybjtVW1CUhfwUJSmI6hTWXjpZ4QLPNAGK9LQlxaucV9auMSJ8zAY1zDcDi7TsvDf78MHyMIa0xuuUm2PlmEjtazaBX25NjsBVevC00hquRElLVGxriXqbu9Kio5PeS5qe+NybBmTvWWL0JwpQ3R12zUgLc1YUr8vZMiydEOE/84XocbCsKFTyGyoW6JPPDIhCWwKHjkJX38Kjk3BsUlhhE3+4fk5vqVG0xFUZxJ+/2XCcjgxDftH4Z6D4iIN5mAoJ26c7hYR1+1IijhvR0K02zRrLR0TD5d60FSYIOznmnzMgrrlJYxCA2noJDAbWcwgGan176zURRgqoYWt4iHvsiIXtS0ZEQZaQiMatY+zrK2PL5Oih7oF2RpMV13JViFXg3xN6IIJBamLUkomlOpQrovzqXS1DlVLSE0WSpi2aFu2IJugJB1V7BDQogR62FqRmSnzTaEAxIOCpFtCkI5ICUN7FDpi0BGFzhj0JKAnDr1x6E2IazhfBAMizLeyDa6bZbttw0Rx/t/f7Gg6gooE4YYNc2+3bRF2GM6L2O54EcYLMFaAiRKcmhZx7snSzHi56igMxEOsx60jIWEpKa0SpqGG3JJzU2tVPTNCZw3HPGMevNO0Z833MHtIDJg1FzTbOVsI6L/Tmb0Z91wY2gMfMLzinL+APIcBLSFtzJK/a/juxt9ua9avSlw7+SnLW8GlkuhlLbGuEu0ljUBMS5KEIo6wlxB0UlCEkIkLbz/RsF8j4cRlOxpc3gUOOuqWIBGHXLT2VAWmND1ZgQkpk3JdriY6+9aIK+kIpMKutIShLQr9SUiEhMSDEAuKjj8WFOc0GoRIQOiwLHqIqOIHeY/Nl7RtW5CeIsZCTfzWrPytExUYL8N4BY6MwUgJhkswVIShkjjm/oSQgSSsSHr1QIsgt/kcn2EIw/xCRdMR1PPBMGQJbWxut/h0sG2RNyrVhNVV0ap/9BLUulZyalpuiMCSnaEijrolvxcv4eh/b7bfYJym/Xzr9O/x6NP87nO1qGcrktDLcG20gb7aubHleVOlu4pM5lpWUqt7iajx+HUiCwchHnCNibDssFTFVkwaIyqZHpeEEQ+JbYpIIhfYvIKWLbyLUoPnoXsiRU2Ul6I8Ft17yWtejdKlukskOsm0RiAThbaI8CjWp8Vye1RoJenw8shFGYZLgm1n+VnbFgR2qggnC3A8L/SeMfjGUdE+URDneEVCkNVAElZKAnMkITyz8DI4XwuJpiOoognfOQ5dMeiKC30uLnIjDMOtyPPhY6lgWl4CaCSFYkNbJxCHXOoa8Wjko9pVFU4MiWcoHtS8ELmcDLteiWp3xGBlSHgvyZBYnwx5vZp0ROzb6N368MIwZPgvBtvb596vaMKJPJwsCn2iAPun4PsnxbqTBRgtie/pT0BfQoQPVRjxfWdbFbZM0HTddMGEv3hSuMmjZXFRgvIit0srrE1aZ7OFBNQDmAwL91+JCgGEA3I8hAotnYPr7+PChgrteAhDehONnkVeb2v5k3zN+5m8JB3Tlp2/RgCODrlkkQi56zqlsZbUSUYLe+kkFJeh62YiENuGkgVTJkybkJU6X4dcXeh8XRKvJXTJgrIlc04WVOU1qdpQkTmimpYvMm2ooxVBMHuI3DAgiBu2DxsQMSAqQ4OJACSDkAhCSxBaQ1KCkAlDZxg6pO6KCB08h3OdCMGmNiFzoW7BSBlOFYRHpsKI+6fm/3ebHU1HUF0x+O6r3GXbFg+4ivE2xrZzNXGhDkyLTkC3NssNiVSVOK3JRKq6idVNGjQa8h/MUnqNVwMzckw6ZoT89HZD/uj5PtuIxjLvWcOGzP4bGsOGes7Hyf0oLduNeSV9nTp/QY34VQ4vpLcDboVUWGurPIFabvw+/e81hjtVeNHJSekdluVe72pddGrqfihLT6PUoPWwV9BwCUERSIumW8Iij5KUBlJnbO7t+mejyzScWLcFiUybgmimajAp25MmTNZEe6IGE1Lr6wMGtMnOPh2EdAhSQUhJnZTSHRaT8CYCEJMSlToSEGQSljokCUbdP/r9Z+DexzoUeamKvloD8RXrUKhDwRJGxbT8zRMmHCzBuAljVaFHquK3ZULQE4FeKX3Rme2+iPjt87n2wYDwnPoScOUCXMvlgKYjqEYYhvugr04t/Pc7OZKGDm62AgWHSBo+P9sxe5Ybt8+ybyPZzPVZ5+82/P1ZCy+Y/Tc05ss8OST9M2h5JbRz03CeVA5JnUdHVPGCrU0jYwvCqGltXdctt/Kq3HBt9ONohF6R1UiCybDrPUeDXs86Nof3ofRyivnbtvQ2NK/DaWvLelv3VArSgynU3bbj3ZiQld6N8igU0bSGROecCQu9Ng5XpqA9LCSjbY8uo/N5NjAtQVZDFRiqwmAVhqtwrAwPZsXyoNxWs2cnsd6IS3A9EeiOCA/uYkbTEVTVgmcK7o2fOM+jwg1ltZ+/P+HDB+CGuFSHn6/PLQVNippFX5TkUmwkHEtY/tGAKBiJSR0Puu1YQHR4cW1bUq5LB4V1rzyYREB4NS1B4dkoUko2WdiwWRAKCFLpicBlz7NvoS6ITJHYYFUsP5gVy8NVQWQjNdE3dWthxE4tvNgehvaQ0Dc25rc+9wn4x/lNdUQd6HrJ/D67wGi6fnm8Bq9/UoYPTGFtpIJuGCAZcB+iZNB1/2MN7n8kINz+kBYCcMrEcUNGnrAWZ1YR93yht+eD+lv635kRfsMbavSUb+Ntzwi5NeigttwYLnP20bfPsk61l2NYar6o25IU9HBPA7nk6pCTy1nZ9mitna+LezGldfqOhNx2UhJHb8R7ryckqTTquHb/NwN5lG2baQtXbJucBXkbchYUbChYNkVbtMuaVGyoAlXbpmpDDZljws0vqdCck19i9mcyoElQGqHKGA0bEDMgikHUgIQhznmLAS0BSBsGrQFoDUBbANoDBu0B6AhAJgChc3gQkkFYnxByOtgynDoiyWq8BmNKqnC07IZSZxDU22+D357fVEf4Ux3Njb4o7NntLldlp5Az3URqUXYWBZk4daQuY8m2yE2ppGlNhoz0MJW6uZ2wFmc2pkhhvren/jDNFqbTj8VqbKtQnHbceixdLde1z6gQmQrFNe7rPOy2m1y2Z1mn9jXQYvw05JtUDgDvSHxdGo0GNVK/cVuo8TvnMCzUtWgMTTphRmRIUbsPKrbwNvR7R/dGVJK+agnvQjeKdBJRRpPyMtZFhCei8ilpmWfRcyzNHjK0bZsKkLWETNswbQnCmXLEZsqCSQsmLJi0bCbl8qQlzr/q2FtlZ58KQMqAVACShpDOoMFKA+KSLOIGRICoARHDIGwYRHBJRd1busFlNIjzO9CeFWSoGdkfIHNNNlRsm7ItJkjNS8LMW5C1bU7UcH73hGUxYcG4XE4HoCsAnQHoDhp0B8Vyd9CQGroDYn3HPAnNMOR9E3r+KZMuVDQdQTUiEoD2gHBjfSwtGkmvrhGYyjXpuqYtO9VWDe2aNXObqX1WfY8iSD33BW5HpHvCureoKrTCAW+lli56yCshQ14Jua3ZPMa6bVOyoahJyZYhP9t2lkv6NhuK0mNRXkvRlh6hbZOXnXLOFh5OAEEkrQFoNURn3BowyEjSaTNgbcjgSulNZAIBqYXEm8GNO2Oc/bHWbUHIYxaM1mHUshmuw6gFB2o291swUocRy2K4Lki7VRJaVxC6AobU0BEw6JQk1iG9tHZ5noPNdvMtAZqOoAo2fK1okTQgYRjEGyysqOxkIgaEgYB/ERcNqjT3XMppLybYtk3Blt6Io0W4K6sRQt62yasQmCSLgvxs3vKSStUWz0FCPg+qnQhAXD4v+rak1JmAQb8MYyU9Ia0ALbKtPJyo/0ydFkFDkEpnELaE4flIrm7bTEjSGrVsRi0Yk4R2xLTZUxWe2ZhlOV5o1hLhxjbNE20NGKSlwSCuleGEJN/R0uSu+TzRdARVtOGfCio+bVG0oIIMv9gqPi0FGU5Chofwhp70GLTKn6hbqTEksBBo/G5l1euhCOd4DG983GljuLkfvGENPXzmhNFwf7ceYw8ahmfZ0zbm+MyMbYazz6x/13DPf7BxnfY5Yxl0eDUt1ON4J5YiBlvmTQSJiFyKIBpFMjkbspYttUtAUQPShuuRNIa7VEfTHRIdjSKLFsMgaRgOoSiJGUt7PuvY5LDIYTEtdQ6bPBZ5uVzApoRFCZsiNmUsythUsKliUwVq2JiybWFTB0xsJyxny/X2HMfhPk+G83wFMdwQIAZhxD0clu0IBlEMYhjECBDHIIFBnAAtGLQQoIUAKQKkCdCqSRwDY549RtCQHlNQHfkZnGdb3EsqrDpp2V5DRxo2o3Vxn73jAp3guukIqisAX+86s9pK2xY3tkqi1lTICTffom722cJCnu/i3Air8bsbcyJWo7bdhK+TC5IPqtXwO0zccJrZsE7F1U25v4qx123x8JuWWpb7audJJZ31Zf176ljOPs6+2rHo59u0Zx5bTf4+RWIziE16wTOIF83QQCdwY1ZDw3PenetuO+dPJdqVVsaNyEGI5DyIzl95H0q3BBBEYWhJdAOSAYM1IUEyioDSgYDHwk2fYzJ9oWFLwlBEkscmK4klq5FOVsq0tjxNnSwWRWySsgNPYTiduerck7Kj7ybkEIAihCgGUQRRKOIQRozQ6vo6BqVcnvk7BCyN0PTnp64Rnokgw5okSCVleS4EiVqMUucIpkO+We23T2EB0EbAkXaCZAiQIUib1BltvdgvSOQcSK1NelACzXMfLSaajqDOBobmJVwYuGB+iANlRDQSo4c0G8kN74wAgsi1zkj2ULpRoHutwjs1HG80jMxDIe6VqIHoKGU7bjQXkdRkp1nApiBJQS0XnWW3XdL2mW2b/j1Rx1MQOi09hpT0FNIEGCBESnayap3wJIK0YBC4AO/T50NJEtUkFlPUmcRikjoTWIxR5wA1Z92U3GcKiwiGQ1aN51Mn95S8JkkCUkRbEfzFeM6hCQlqjDo3M0wYWcEjLa0gODqoaT1sJjooY0ZVT6OGsy8V179bLau/Cd5Qg27tq+NUxxiSxx5qsB6DDb8zJLUKT4QwpOWpzsPyuGEdIwLhoZzDNy3MAZ0H2NIqz3u8Ezf0lWtYV9CWFXm42qIOTicVlzqBQUJ2WEknPCWWuwnJUJW7Tu3f2Nk1y31jN4Tv1PPVrIgTIE6AvrP4jC3viWlJaK436urj0mtTXmxR3gd5zcioSMMiLskq7vFIhfwrveftty8lmo6gkgT4RVqoSre8inDZawiXXXfh65pV7VrZ7jqYffYHhTN9HET4yG5Y9obs9L+rh5j00IPd8Btq2FjghCFUSMLUfm/Ns06sr2JjgIewIpLMIiiCU+t0omtcdvfV4/WhWdaH8BoLoQbtEq1rQIQckm40LJSH4yVvve0aGYbHEJjtmrnn3faEe0zZrjnnTpw/Fe6pSlH5ERX6KSHyJiqH4nooXs8mL9fnsQhiePIYLRiOZ5KSRJHCoJOgZ5+k1k7IdoSl6awtbIrUyWGSp05e6oJsF6hT1ETkmYSuaFLFooal3dO2vDbi3tdhMPPZdI0/w6MDmg7OEAgRkPeqehYChAkQke0oAWIEiBEkRoAEQSminSREC0GSBGmR7fCsQcYzg4HhhEEH5v0t4rqUGu5NPadXOWtze/mg6QgqjsEruYBfcLJAMBs63Cpu0lmRuyI6d5t3WX1WJ8Sq7NhLWM76Oi5R1jwEKx4eE5cQdONBEURjbqAuiURvNxKMIP65jY3G7luRnurcFHEGmN0TjUodkVapskR1KzVBgE7cRHpcElDSIROXYMJLbP0rclGS13ReIxxFPjnZzmnrC9SJE5SddIiU7KiTzjrRofcSJUGQOEF5XoJEJQFECRCRpBCS50UYHoZzjU4XrlKhXNvTtnGNPlu7p2xnndkgiiCrWNIQsWTHXqciiXWMquecFeT5KmjnK0SAFoKkCZEiRIs8Lym5nNLIrMUhOPecJQiec3gugCG94IsPi0ZQR44c4X3vex89PT3ccMMNvPnNb551vxo2z5DXLCY9dOaG7/C0XehJ8/nAtdQNZ1n/27r2hvLcB3ExoCzF+KL8NR8LjRrWDI9EhHSUd+LqQsN2tU7fVsZyvALlASRkJ9mieQY9RNngdLai41WdbpIQoSUmWu/zs7THYktvRRF5ziF4k6xcnqDGMcqOEZDDdMhOXZsoAYfc49J7U+Qec4hdkbwhCT4gPUCDsOYZhrTloFwOYrCd8zBR6WkwV3/+7//+7+TzeR599FFuuOEGXv3qV3P99dezfv16LrvsMt73vvdx77338pOf/ITp6Wne//7309PTM+ffWVQPauvWraxbt47t27fPuc80Nf6I5zRr2nasKRVOQ7OydMwWKjgbuBa67Szr4Tv9ONRxuVacaAPajaPajTeYa12qEERIaneda4k2tpWVGp1ln9nWqRv9Yk20nits6VmWJCmUNKJoJJeCFgrTdWPbBpKyk1Kdl+rAEh4JeDwWtT6JNzwVXwBLfb7nxsSSHo2r3efGm2lyw7beti5BZ/vS3q8GhiSSIN3z/A7LuW8sx6goe0KjYrkiPbwqFiUsJqk5UZKqJ1xqOV6i8iJNbL7YOAPgv30CvjXPufhMGBzcxK5du5xVt9xyC7fccotnt9n685//+Z/nvvvu49vf/jaXX345AGvXruWFL3whGzZsAOAv//Ivueuuu3j44Yf53Oc+x4c//OE5D8Ww7YV6IfjpUavVqNVqxONxXvOa13D33Xc7226//XZuv/12AEZHRzl69OhiHNJ5gYq1m8weemgMQei66tyMlgzHWU6IoiLXV+T+FWebivvbDcve/WrYhDCISrLS4/Nhzzp3WbfWvOKu03MAuhfp5pQMTzGLnk+AmYUtOhq94bkNBpXv0889Tsfp5vK851k/X7roHYYKCYVkZxXTCCHuyWMEPUSTdCQ0Y30CUX682B2w6CxrFKhSoEaBGkVqFKlSxKRETYpolzEdqVCnQp2qbNeoU8PClPm3EAGCBLTrb8z4hXou12t4zi6NpBUk4LRDsi3uRfG3Q/KeFjoo7+8gYYJEpAhPJUSUIDFCRAkRI0ScEDHCUoeIEybq3LnLCzfeeCNf/epXyWQy8/p8Lpfjpptu4p577plzn9P15wA/+MEPeOCBB7jtttuYnp6mtbWVn/u5n+Ouu+7iNa95Dd/97nc5cuQIn/jEJ/j7v//7Of/OonlQBw4cYN26dRiGgWmanm06O+usvRyhHqhmS+7ZmjWmSE8nQp0kzQbyVB27TrCq469KEtCJwc0VuN6m7nXauEUjjd5woxer0FidOVsCXRVZNIY/FMnGCZAm5JCx8jTdEIshE+luTiUul5e6+k1UCtYpShIpSF1sIJqCRkBFauSpOstlTGKESBImSYQEYY/ECZMgRIa402GrjjxGyOngI7KtyOF8eG42emGFur8suex6aqaUuuNd1OV9a0kSrcv7vU6VOhVMslQk6boEXHJ0zWmbWDPIKy7Jq5HQFOkp3XiudLJU5y0kCT3I8psFYq7+/Lvf/S4vf/nL6evr49SpU5w4cYJIJAJAJBKhXC6TTCaxLIvR0VFWrVp12r+zaP3oqVOnuPPOO+nv7+f1r3/9nPtNUuK3+A4wMx/U2GnN5fo1Bhbmgl7aqrcbww8q56RbcAF5c+mWnLrZwtoNqN+QwpILeCy6sOdmVm33pl4oC87AcMJ+Ps4/bEnqZc0bER2f8lD0dm1GB1n0bBPtMAFJIopQQiQk2STlui6SrKHNIaAWuS1JhDihZdMZGppnvlTTcNa166eumXst3WtawmSKkvS2TY+nWfWQpOkQqilJtI4oAQpqZK97i26+2/VK3V7B3f4XvGJRz01jf37zzTfz2c9+lnvuuYdjx47xzDPP8M53vpOpqSn+4R/+gR07dnDllVeSSqX4zd/8TT75yU86OajTYdFCfGeKnbuu4Ot7vn9aS9q7PDueL4DSWDpuOfa821Zl61aDNVd3LDllzVnSe3DbpmPBqRtS3ayW54atSetO3dRuu04dyyEsZY1FtTBFY8gi0rA+4khIa7vbwo4W1t1y6bwWAnUnlFqfIRXPdXDDW8riVp2QNwTmWuGqAzMwZrXA3XbY2d7YTmj7J5aYXIT3Ysr7u+5o9UzY8nmAuTzfxs41IDtcVwflUsDpmJdfaG2+0D1CtyrRmtH3uJWNtqe/srFZixvOW4wQ32Kh2SJRhAh4TvbFjHoDeVW0DrSxXdY61WnKzna1rnaa5Sp1TGnJhbX4vfD8gp7YvrLu3Li/yhGozsYroOebZs81wWz5JX1M2+w5irrsGhsT9OoB10NAymJVRoP+WyMNoodmYo4BIJbjhGgjRlSSh8phKIlr7TCL/zpUC5sKVUqUKVFxpEyFMlXKVKloWkiNClVpMNWkFqKIKUSQIEGpxbU3tGuu/3OvqfdaWk73qgopvNqS18zGlveU+1d0EtO1ELFGHVuIkLx3Q/L+DRKWS2F5XcKE5TUOE5Y6QshZr28X33b+CFP8BtHy4UXTEVSJCt/h/gZ7zGuXzQz1udbEbGgMFaq222Eq6y4gXeaADDEEZn04gs7DoB5a92EIy4dAfyjme3MHZQ4kvkhBDkWIutdXm6WTtzweo275WVrOSVl5eiflzTE1WsnCP3BJTE+0e4nPm4x3idJLoIpQww1EG5Y5pWa00k3qDqF4dZUiZWdZSJliw3KZKhHCJIgSI0rcoyPEpG4hQZQIUcJEiRAhTFTrrMNOZx6SNLF450qRmbqv3LZXK2/Okm3T0ULq0hBTNKtIN0+VKllnWRGzaNeoOm2xbGIS1J5t9xl3CVBISN5zisSDWh/i9RgbKb2R3J/vfDf2jC/nBefteiwlmo6gQDykem4IDE/n5W3NvtwI70wQXutcOdCuS23JbXM/FPWGh8F9CLwPhIlJQFrkuqUmdJiw7BgiHh2RbbcDadRq/8AChn1cQvTxfLCwNW+jRkV2bEoqM7TrqVQavJiy3FamgoVNjEgDsUQ9hNNGij66nHUJYsSljhJZ9qFaQ3pPwSbxKFSIs4buWbqE5+0H6jP6CN1D1EN0Xp+ysYeaiZk9nEtuFyqajqDiRHkN1y31YSwYxDiRuuy41A0+syPT22WqZMnLDq1GVXZiah/VwVUxCRH0kFtEIzCdCPXlsCeUMVNCMgyiW4gq3LLU0K3ruvTyLKkbjYbZDAgltQYjotYg3mulr685nwk3hIcimqGhDA/X2AiTJO4sx4jIdkR6NhEZOFz60mbRoZoN5phrruld7GxdqcFM/2CmD9HYDtLoRTQLAhjOtfWxuGg6grKoM8qpBhd29gTsXPD6WbP9C3jajQ+NG8g799CGgeF0/As9VYmoFDMdEqsw05J3RXSuOQpOh6s620bRO3DRFYuuqjHu35jYVuerscpInQn3qF2t24+NSfeZ3qtoq/yEfhwq1BrQQq4qFNsYitHDM2GCxImRagjh6GEulZMIE3LCYGFCS9qZisHDZScIWPVkmdwMk+u76XeBnm0yZfbSpXCL+oxAlSFbBt4g1WzlSHpw1xuXcP0HPTahb5udvGaSm/d5dYO+wRl3qB6IDzbcCUEaA3TBhu1uZivo+e6Zx+XtW4AGPXOq6sYwnUv4jf83/rMa9rboPKtpbJcPmo6giuT5Fl+US7NfarVtJma75EpbzsWczclWlqF6aOoyBd94gzfezMrXmNmd6WlXNyinB+t0Wzosh26eDQyPZZc4q8+eLdS5MhtsalXLVWdmwGKu3KAec5/dzjZkZ6OS8YbTRajuYDlDGBZVLcDXmHHytkW5Q5HGrFSIsBP4c7NL4n5S7RgJUmQ8/nW4gXYVZeud81KQr/406t6a11yZbfuZZqYatYmYja/mWWcyM5vlNZFm8yi9XqVOMaebqtpbPuTNRTUOd3YN5plPztv5vfN5aZYMTUdQLbTy63xoqQ8DQN767k1fl0El17cQGaeaY4HWGqzTKhVK5JnWfJwqevZBWbh16k7AJyqHSHrT2o1t7756wEgMRV3YDqbZ8gLnCyq1rvuUM/3M2QOANY93MjN4q3s1QULa9YxKklEZJ5FZStFGJ33ESBAlTkwSUUxmnwIX2LUwnF90Yf2uJcH3PgE/mudUR1WAlyzk0cwbTUdQzQQDUQm2GEMF69Qb0ubekE1FbsszTZVhZ3l2sjOdrJTy2LwWdGNmamYwK9jgIc4sMnbrGvWRLeK8NRaUe0MYXg/WLTSuz7CCXaNgLgt4ZnZp5jq3XXOMCpV5qnu0CdgzsnJBJ8DnniNvQbJYbqHV4z3PVvqivOXlQC5uEb93bhB3VM7sIXd3jo/G2fYMbZu7zsd5wM/eBm/80/l9NpeDm25a2OOZJ5qOoEpM8p+8n5lDaWfHzLkfZnsIGouTVX7JO7LHOwmJO/rHO5zVnfvBHf6qRsqIUTPBeRBakCBxksQXIFNlUfdkpaqzWPN6TqJCmQI5xwvQywjEUOI6agy8iTkjh2BpnZY3bq4HYt0wnh7Qa0yUu4E8PazqkuNsoVZ9xIvwIN1M02z5BZd4vIMD1N9oRogyGzXRkTtznj5TnkmZmcOOxUyM7ux5NbwDCNzlxsmDwMYd6TZTBBoJRuVI8OjZyE1s13PCAXRym53ojFnXieXGORf02QFV2zsfjHef2UR/h0Gj4eX93e7vB+/EXm7eyHLyRzPPSeM6tGdr5mdsbZ3NK/jUOd5hzYmmI6goKXbzm54bYS4ry6Uv/SaY7YGYfXhn4/wPQuujgCpUKaBGB4mHWjz0s801oOYREJ6Xd/imO3eAaqvZz8QkNe7MaGpimiQhYvOyMAMEZUGyXzC+lBD+YZWZkxrpExgVqTmipnLV14lZ9QDETHnee8kdLixmzQsSIUoKNezYNarCuKPA9OlU3SHYM4djn1+y9ib8rVmWvZ28d4BIY7GA3rHrhRn68G3vTH7uPqbn8+5oPlv7TpzvbvwNelGW+H92Ep3Nm3RnkpxpUDcSpdc40D9/4aLpCCpAiAxrl/ow5g1xS5t4J72ZrXMqUiVPgRG8U326HVOdKt7pPNUMa8mG9Y2zs3k7scB5yEktJ6hroiacsjRvQtdim9ngdXjbc02K5BopypMRbTVB1cwpRt3pWcMkSNKjGSy64SIMlvl45c0O5eX48DEXmo6g6hQZ4uvMXvsltNft1q0Q9cKH0Cxt9w1MM9/GpPS5WyPikRPWafQcXyImQnWFGeTlviyhRJlpcgxqYZ/iDEK0sR1vLixfeK1b3Y3zL8+cqU+FOsO48zbooRFlzc3W2XgtXgvdm3UnJLJRFVd62EkRhvJcZycWyyGPufYz0V/IIDwLPXTrehR6KFfsE3XWh4gTo5WZkyIprSZGUuc0uixyTT7ODeL+diM07nz+jW+Lm2vZ9OyP49HVte9Tn7M17XqQvfz8Uv3884qmIyibGnn2yqWZSXbvrG3qAs124U3t4uuv+VIvklAvi3BfNCGITH/1n3oRQ4yAJkFHi1fIBZxXycVx3/jjfSNQgOhZnwsRqksTJX1O51Tkk7xTmjZa+43zL4v3groTH+k5CxUWsbQHRQ+FKKjwh1s80ZgTVOEkb4jJSxoh2dmnPGGpIPrc8CHckFa4gWzCkliXXyhEnFn1gnL9NXfuW6y897D7WruZ973+JjL3OXD3Ue2a9pyo56juEf31oXrY63QZY68HP1tIzP3NqqUbqd6ijEY986+5uvFvNK4zGj7T+L3KwNLDfCr0WNe2qftcfyuaesm9MpT1de6yvn3uz+tvWNNfNCN+g09Qi4QQrWzgI4v+d8VtaOK+7m/2V9h5O4oy4g0903hf2O2+O1W8CLoAGJKsWgg6L9wWL+MWL9xO4b6IO0WItFwW7cA881HAgnl0Pp4fgrzLM+6DOkVMp62/7D3fcL94t4vS64RjECkDSX+3svcVkyFPWywncF8z2fgSce/rKb2vowzP0rnqnadeNDBbR++elZntuUltNjJxtzT+nZlFGkrbsxLa6d5C5j0K7991yUB/BafQSz/7x4WKpiOopYK49cXDutAQj0pVklV+Fp3DJE+ZY07bJItJjjo5TLLY1AmRlqSWkqTWoumkQ3hBWjQPTn+Pa3xZehJnAlsWuLivZNRflu2+knF277lxWdf6Kx4b31msDBavdyO8bv0l7ur8t3i86yi98rrNJuqF7hde7smHjzNF0xGUyRDHuUZbIywVPeekrDihw5oOYUiLUkgEiMh1UY8Ij0RJHENOk+ptJwmQkN8xfwtJkJ8YAwMd8/oO8faonCQtRWB5SWCC6KqMa8RX1CzxgvTwytICT8gwpXpxuR6+FGFN3UIXVnqjZe7m91zLspH8VPhPhQK97+NVoaW5XnrvDWPpXu3Ml93b1BvyiY0vtA83/A7dc2h82b3KQyW174jK8GFMOy9uuFeRkrivLkwjYKnh5mfcUD5azgcnh2Np69Wy3rYb9lXb6g1tPaRZR+WG3GMQ9zPyfna1qek6aOFS72frDfuaqKlp9e90/76FN6zoeoEreeD8nPQlRtMRVIhOevmqtkZdCMtz87k3jntxbWrgWMoV1EvObSogOzSbChZZTMrYmliUsB0pymURthPjQZIYJKROEqBFtlsIkJLLQhukZDstdauzPN+qpQARInQQmSfBQWP4qaRZ/SXqTudfkgThkoFJrsELUbkJ0/OwqHEtOhpj53roqbFYJUiL7PjVS9ldgtRzgvqyoRHoxRRmsRueA7ej9XbebgepnhP1TAiNQ/BV+cxUPYLnWarJZ8zUtN7Z6sfjPba5CcCa5XhV29TWmYh7SxlFbr5G5WnwtNV23cBVxtTMZfczAc/3ufdvSH6/+pshuS7ghEKR+6iwqnusIc2QDmnrg57PzvzeUMNvUmFV1yicGQa9sNB0BAUhwpz+PfWLDWHBF7EpSJ3HcqQgl3NY5DAZlO2sXJ+VksMiL72ztCStNEFaZbtVWy8kSJu23Ma5vghD5TOC53nevosdgswLDfdJXt4/OdkuavsUsCnJe0sZRxXNgFJE4RKNMNq8nahb0RrUOkDVISqtIgwRuRzV1kU9yzgGQEJb53qd7vfP3pnqnb7bNphJJkFtnU4Aula/08cZ4YFPwNPznOqoDP5UR3Oigm0+AIb72jo06wVCYIgHBcJgREGF8ozzU9JryAoxaDun7xHhrgIW01hkqTMt29OSxKYwOYbFNHWmsJjStk8DzCAxd7nRa0tJT67FEYOkDGkuf4tL5PUqjnc80/o38XbquhfRaPmrbXXNS9Cr2Spyuap53IpAShq5lLAoAHXnfAekty3aadlOaB54l+adJzBIoELPIlwoSANtiAQOKSz/63ixwbZVxEHck2CCrbWVt2i7niQNXjL2zGmmjNBu7x+65jZ4xTlMdfQ9f6qj2WFPUi//b/TQnnPRqGsXU4pdBSpSQkAMjJimE2DEMUiAkQCSYCSlbsEwWoAWMFrASAEpDCMFRtoVUhjGuSerRYhLkMd8IJLxirCmpDWuyC2LxTQmJ2RbeHWud1fApoCN6ekMRa4tgZt303NzKncXkRaz6iR1y1aFRZQxoQ8FmBnPF96A6QkzueRSafAcdNG3if29OUb9WMPasarcpNu5e8MsoYbfFEJ5CYIgwg1/Q5FGDD1nKZYF8ZxrztKHF6JTl8+5rZ71qmyr9SokWZV9Qk22tb6CWgMZmNi223a3z0Uepvw+N8Tpfv9cn2n8mzW8RndYGtwhTYJgqJCh6x2rEB8EpAHvIhT66UKc6qZD8xGU0Uuo5ewTfuImruHexCWwy0ARbBE6wS4CBbClUMC288AIWDmwhViodlYIWSCiEVYaw2gDo9URw2gD1LqM3K4JKQzj3EIUqpABeub9HW74qeiElIQXoOfhqjPIwKIETKMKEtQ7ZdX4EJeMGkuP9XCTeCDdcuYEBm3gkEtM5pWizrLhIc2opqM+CSwCRAdeBLuEeKaUFoaDeMYqQNklD4dEKthqu7bO3U9ss7X2rN9HFWTIUURMZNSkoW04+6gIS8QbbZlBBmFpeMbl9hAERK7I3d/d1/mc4ZbruxEdbZ85l9Xf9EOVZ4rmI6h5wjAMVKhPeEIN28/huwX5lcCeloQ1jW1Py+UpsOUyB8ESy5Y9JbdNCk0RSDuEZRgZ2c40LLcBGQyj3dkmCC9yDr/AhUGYIG2ca7jSx5nDtk0gLw2jPMJIEoaB2+FrVj81sF3Pc3bMNQ6ooYrNsfCVd6GTRHmW4yiCY8wV5XeKKATENS2MBhGliCIiFroWYhhxhOGmkYuzXewb0D/rbNe/J+J36hcpmo+grDyMf066uAFhwRhhTUekRIUOxMRD4+iE3L5w1rUgPxUiFG+uPNtvt21TEBpTYE9i6+Sllq0TzrJlTwKTGsFFGgirTZJZqyQ415vDaMVAC1E6ocvmu9znCtuu43bqqpPXQy0qrq+JrVeU6TH+uoz96yEfvXOvAmVsu4TIJMuOXPPMbfKChOw8qDYmKqTshpdFWFV0+KozFmFUYbk3hnU8v1rTdsN2Azyh17AMY8vvDajwtyIBEdoVx6Hu8YSzvBCh7QsetiXuNVsL+6llXTzb9P219c49qLQl71clyByUhMrVd9yyqD95sdB8PZZVgcKPcToN/WI6ImLO2BWwZJjBKgmxi+KCBhIQaBESlDqQgmDa1cFWCLQKHWybKYEULJDlZhghMDpQ46DOhuCEB5f3eGS2Pel6cExj20Ng7ZfrpmWYMuuGKskjOj6VcxMdpWEktU4pAVqnaahcHtIoUB2oE/ZQMXI9pOfmnzz5Q4cs9ByBFgKiIq14FTYSVr1r3av1elipIv+G8pwbwzl6cY0mns5fL+ENar9NFeQo0lDnQJ2bVqBPGkRJef5EMYpLRCl5vqPSyPExb9i2uA+sAlhFTRfd597pA2R/4PQPFa3PkGIpo6amtWchl1kJx/Sux3LDeI4hrRnVNCwb2jPkrA+596uh34sB2QepHK+8jwwDt1jC9glq0RDqgFV3nNt32DV5A0up50WOycpBPQdWFurTUM9C7QBY01CfkuumoD4ptFWURJaZKaF22W6fZV1GktvCdEqic0tJT2ilWHe2p8S2EZ17Hsih8nC2ysk5RFBwwj+CPMYA9UCrhLTyOlQOSi+M0B8kAzcOr5K+eo4ghmFEAdGJE1DehKsDMpykE6c3TBTyO/9mg21L4lDPXH6Wdl5b1sSzXNB0Udw3gaQmCaFV5MSJosTF/aF0sMUNMRoRjSQiDcsaWdC4TiecRhLyJwQ+X2g+gloIGGHXCzoX2KYkrUlXzAmtPQqV/Q3rpbbKGnE1ElzbLLqhvcA3vejEVSff5a5f0L/iY1nCtoXXUVckkpUkktXW5RqMPKU1wnGWC4IsAiktcpHSIhr6+jaIrHSXA0kt6iHbipB8Irjo0HwEZRbgxFfEzWiEIBCCQESIEYFgVNz8wZjUCQglZfXNAsMICY8uNI/ZG6yqRmxTM9vmiEtuM7ZnxQMZzGjhR6kD+rIKUaa15bQMY7b4D/RCw7Zk+EiFlVWIqXAakfvYJTfcZJVxcw+NhRDS81Qep3oOPOEgPVTZmKOyccbR2KYb3rKUVuEwedyKVIygvHdSDTqtEUwKQn0Q3eSST7CRhFIXJ5nYtjznNbCk2I3anGW9qa1X100TbJmDmjn2yQn/GQFY+ZbF/82LgOYjqHoJTv2bvHB1GS9WF70iOn6rDPWy2LdehLqYLZxQEkIpKS0QSkO41dXhNikZiGQg3A4RTQILUykHSFLtgfA8SsJtS1qok1rYccptW9NgDkHlWbluWoYptfClx4ptsGB1q9QJlagCExUiiUEgKrQRdQ0ET6xdy0E5cXL5IKnErpPwVR2yHJvi5AO0ztMuy7bWkTvrNNHzB3rS2ZNg1uYrs1UpvD1TbBu3cMJqOFbTe6xY8rzI6rVAwg0zOTnP5MxzG+r0fs6QYU6HfPRzxyznrd6QD9GS6PYsVX56PiOgCoqkOMeqJCVDYMuoGMK2xbNvZsHMg5mTOu/2B/Wi7B9kP2GV3f6jXvH2K3MSSSN5aG1Ly0GpdQRcg9oIC6PZo0OnWVbPVLBBtHC5Jx+u7l1ZRNHEBHXXXXfxZ3/2Z/zkJz856882H0FFO+Hqr5zdZ2xb3CzqJnVu2izUpqGWhdoUmNNQOCTa1QmoTQqpTkB1XHhl4XaIdIjjiHSKdqRTW+70bgvGFv4cGAHXI5ovbEta8HooJu9azXaD5W+OyiRzQSMLRRBactnWclC2zEE5yVo1F58aSGho1r/sjB2SC0sCVB1nVOvE1TpJsMFO774zcgeNCeaA98FuTC7TIKozwMAlX+nBBGSRRCAit/lB0QWBXYfqFNQm3GfR0ZOanmqQafFcGyFhiIbT0hhNQTApjNRgQkpcSCAmntWANLQCUUEKsxGJQxYNxKHaAa0QItCw7SIqhT9y5Ajve9/76Onp4YYbbuDNb34zAJ/85CfJZDLs3buXd7/73WzZsoWdO3eSTCadz/77v/87+XyeRx99lBtuuIFXv/rVc/6d5iOo+cAwRIelPKH5wLYFqVXHoTomdEXq6ihkn5LLY97twahLYpGOWaRdemyq3Q6RtvMfAjECwmsKpvDf2ODjvMEypcGnnpVxQSzVcZd8quOaITgh1pt5CLWKSIZ6RpzIRgaivZDaKte3SVFRkPTCRjsuROz/BAzOcy6+EgwObmLXrl3OqltuuYVbbvFWCm7dupV169axfft2Z91b3vIWVqxYwTe+8Q3++7//my1btrB+/XrP537+53+e++67j29/+9tcfvnlpz2U5iMo24JaQbNmFsliNQxx44fTkFx7Zp+Zi9Rq8qHMP+s+tLVJ9+E1s8LqUw+l8wC2yYdQSki107KdluHKtLAWfWvex0LAtgVhOF6K5sU47QkvwSjiMXOSaBqMMqXTl8xioLWL+/oi8jieF7YtQ44yrGupEG5jmFrBcPNPRgBiGe/mzbfB7vnPxdd3+03cc889c+6yYsUKPvrRjxKPx3nNa17D3Xff7awHeOCBB/jt3/7tOT9/3XXXYZom//iP/8htt902537NR1D5k/CZLnmxTOFGB6OuhOIQSkA4IXSkBcJSIimItkIkLXS0DWLt4uJFMxDvEJ9ZqI59PqQGkoSz4kFXnUJ1SnYI0yIUWTzihidVqNIJW2ZFXD2UFIQVSkE4peXfUlrIo0VKUuQaQslZQiEqHJIQIctm6Tjsusw5VmfJDeg5mNMMYNTzY56wH+59YFtaR6DloCzTDW+q3IXKf1oqB6qJvs7Jl0qxTS0vZ8u/HXDDiyrk5Ei0QdT6sPsZFcrUOzEnb6uOWc/VlkQZd02Wd9ey4l4z8zIMphtLDR5NyyZBMp68bYfYt1nuFwXbFtfKLGlSFuvq6jpWoa5y23pbirNszrG+cV3j98l7tq7aVa1dc7c5eTBLCxk25KAMLWTu/MaGa/6/phb1FB84cIB169ZhGAamaWqn3ubv/u7vePe7302hUKC9fWZE67vf/S4vf/nL6evr49SpU6f9O81HUKmV8L/3iLayKuoVecNVxANXK4JZFJ5WrQDVHNTyUM1CJQvZI1CZhsoUlCehMgnlCSG2BbEOiHcKSXRBXEqi2yvxbkF0C+2pGAER5ou0zf87LFPLteUaEsY5UQ2pkselkyJxbOY1XZLtotZ5FUXHGojIKkmVB2rsILX4u8rdGGrmgoZZDmzNEvQkmbWktCULJ/QO3aqKr1H5Aj0noP6208GfZgCjajuVUI1kZmv5J8P7u4yQRhby96ucRjAq2zLPEe3y5jyCDcTiVN5pHY0iV5Vw9/x+WTyiOlNFOmZOO5+KnLWcmxF0SS3YArG41wBR+RqllYfebFV3tgXlKSiNQGlMSHHUfY6VVLPiWa9m3X6gVhCdfCjuSlBdM1UJHHaXVbQmqPJQIXedvhxOQlQtR7T9ww3fo+4VuS6k7gNtv8a/awQXvp85jzh16hR33nkn/f39vP71r+fmm2/ms5/9LL/zO7/DoUOHePLJJ+nr6+MP/uAP+Na3vsWpU6e4++67efWrX80999zDsWPHeOaZZ3jnO9952r9j2LZudi49du3axZ49e87fH6iVoDwub/pR98YvjQhdHIHisNhWHBZWjkNaPVK6Z9fxTvFgLGfYlmt5O95CgxfheBm1md4HhvagaQUIjjRUL+mJ6oD2IKv9fFw4sG1hNBYGpQyJZ6wwDMUhqaWUxkSUJN4tjchOiHWKKEis3Y2MRLSISSQloylJ0elfpLjxxhv56le/SiaTef6dZ0Eul+Omm04f4lssXHw9QDgO4QFIDZzZ/rWSfGhGvDp7FIYe1NaNCE8tmmnwyrrcByve6X24Yu3iAWumh8kISGvzPFQn+rjwYNvCe1HPgU4yDgENSQIaEl5Lsk9KrzDskr3QvkUuK2OvS3gePi5qNB9BlbPwg78ULnAoIm7ScEwQSygG0SREpERbIJYW28+XexyOQ+saIc8Hy9Q8MinFUeGxTR2EwQdEWEIPOVam5e9qE+JYg2kpKa84+TYt9xZOSmkR37WMQgU+mgz1mrg/S+NapGHMvZc9ekREHgIRSTQ9wuNJykhD906XgJJ9oh1OLPUvPH+wbXH+zIortbK2XPZuM2VOSum6zHnVVf6z7kYoZiuSCMgQdyAIL/vgkvzk843mIyirDuOH3QumLnCtJKRahGoBKnmo5KCcE5+JtwqySmQgnhE62Q7JTkh2CN3SBakuaOmGVLcgtoVEICQfxt4z/4xti5i5ypdVszPj6tWcCIlMHpAx9ryMtxfcmHtVaqsqi0iSspAkqRFYwltgEkqI+Hw44Y3Xh6QxEIzOEbvXYvNq/EegIRfk/kD5gOlJ/LpbpaQGZFvm3G1PHkuNu2qAoVU1qZyMk2zWHmQ9Z+Xkg7RjVDkhJZ6kesVNtptqsLjKjVa0wgo1Q4RzcPJ4tJyDKvgJxsS5brwWwZgwzoIxma9Q420achV24/HKPK06PufekKLuq8q0lEktTzsp9lfefbzLzdXGOqClH7oucyMDytMJx8/8fj9fsG3RV1Rysm/Iy76iKHLWtZLWlzQQRb3qEoazrLVn3V6ZXYyAvJ7SsNZ1KCq3ScM7qLTMSQXVsyULJQIhSUL6/ap+bx1MWfVnzTJY+wJB8xFUIgNv+PTZfaZWEZ5XeRqKk5pMQGEMJo/BiUchPwq5EaHzI+JmSfUISfdK6XN1a7+Qls7z55UYhvCGIi1nHnY8Hay6WzyiF5KY6kFVy6q6qSg6JvOUu6x3wGZ5ZiftdIg1POWwjbMa2La3AqmRKAKhmVqJvt5p69VMjdP7yIIIu67pumaF6lobgT/jGBuOxyHniEvYirx1Eld5D/1Y9dkhrLq38susCM/EU2kmpVb0Eo3zOXneG+8fIyT/dkh2esrAiLmedTgp77O0KETquFR46qrC1Qk5p5qjKs+2xXM6dRKyg5AdEpIfFc90fkzo0pSQ4pS4r2Ip8TujLSLaEk4IAo3IcxKOuQSiJJaeSRihqCASPZLj7NOwrBPQcs9BNxmaj6Dmg3AUwtI7OlPYtrixs8OQGxY3f24IpgdhZL9Ynj4F0yeFFZbug7YV0LrCJS4l6T5o7RM3+lKH1wJBiKaF+PDRrKgUYPK4MB4njnr11HFBTJEktA3IZ6xXGJJtAzBwuTAakx0yYtIGsVbRD/i4oHBhENR8YBji5k5koHfL6fetFiVZnRIPzvRJQWTHHxFtRW51032QUt2ubulyQ4wtnZBoFxJLLT2h+fCx0KgUxHOhnpWpk4KMpo67pFQtQNtKyKyC9tVCb7perGtfJYgocgHnq3ycEZqPoIrTcNefSq9Ixm+jCVdiLZBIQzwldKxFxGnPJyIJ6Nog5HSoFCRZDWsyAmMH4fBPRXiiOA6FCSiMizBPok3kzOJtoh1LC2swlhYEFk3JYpCUVhyiFYpEElJUiMknPB8LDMuC0qQIq+VHNT3i3uPZITcUZ1a0aMMK0e7eCJt/BjKSlFq6Ltx7tW5CpQTVElSKIudVLYl1tTJUy5quCDFVsURN5JbqKr90uiKJIARDQt70Ue/m4U/AsXlOdVQAeMn8PrvAaD6Csm3IjbsXrqpd6HJBkEApB8WskGpJEFVLBpIZSLVDqkNIaxeku6C1G9q6oa0X2vsh3nJ+jj2ahK71Qs4EtYobQy9NibxZJSfyaaWs0HlJcE7ytyCsz2rBmwSuFABbkJUTd5fkpdphfTkuS+4TWnxeW6/i9U58XWurOLxK7KoCiQu1w9GhV2o5VVc1LTckz0Eg6OY0VM5iqc+PVXfvM11Kk8JoKkopjGsyJvI70RY3AqAiAqke6FwPa3ZDqleEudO9wtha6t+qw6xBOa/1IcW5iaNacvVs63SplLz9k2rXTWFMR+KuRLV2RD1bUVdC6pkKQ0gWS0TisrhmtiIJyy2QqJszf3PPbZD50/mdr1wOuGl+n11gNB9BJdvgbWfB/HUTCtNQmIL8hCC37DjkxiA7BkeegOwoTA3D5BBMnBKdR3s/dKwQ0r4COgegcyV0SN26CBZeOCpex5HuWZjvq9fkQ1JwKx5rcrkqqyBrRW29XJcf1baX3EqnWkkk6RtLZes1t6LJqVqzvVVHjZVHSltqUK9e2GB5l2e890bBcIlQkaIquFDVT8GQ1g5rhRd6FV9DBZ+lFVHUa5rMVq1VFd+niEd9f1B7lGxbdhxaBVi9JowB5f1GW1xp9IZVpZeq7gqo2TrkMdt1rRTZlNen7F7ziqzcq+ShNC2Kh0rTYnssLb11We2abHfbqR7o3QqJDrcCVoWkg03QVZQL4hmeGhLP89Sw9ryPQ2HS7QtKWWHIlvKyylcWTejRGJ0sdPKIyOVoEtKd2nZNNxJQJC6/Ny6uXTMR9DJGE9x154hgCNIdQjgDz8W2hec1cQrGT8LESRg7Acf2wiPfgfETMHZcPAyKrHTpWukSWUumuW7EYBjiYYgvQYGEZblE1Th2wzOtkF4xZ3iJTF8/a7m6JC8n7FF3rUinzLomOu9G78Ypa6/PJEGnsjAgCU4r+dWrvZT3OJ+QslV3PV5nmIQmynBQxoPy0tQwCv33e0g3JAhHebvhuBsWVuME460ibBxdhHD4fGFZMDkII0dg+AiMHhXtsePymTwhiDjTB209IhrS1i0iJZ0DsPYyGUVpg0QrJFtFGiDWIgzBZnpOfZwxlj9BnS0MQ9y8yVZYuXXu/coF8VAowho7DocegQe/IR+akyJE53hh/UIyfVJ6xUOU6RUPTbN2DAuFQIBFewXCcqzkVSXQsdRSH8nSIT8lCegwDB+CoUNCDx8WhBRPQ89a6F4jZN3lcM1rhTHYMSDC9z7RXFRoPoKybajVILzE0//EkjCwWchcUCQ2ccqVsePw3B43FDE5JOLf6U6ZD+sSVl+6U+iWdmH5KUm0CkJLtgkL8EInNh8XBup14QGNnxDG2+hRGDnq6pEjwrPtWQM964Ss2AxXvAJ61wlCiiWX+EcsEUwTqjJ8XJMRAGcQrgx/WzIaEVAh7oDIVYXCEI5A6zzfg9fkaD6CGj4O1yTERYnGIZ6EZAoSKaFbWiGdEdLaDm2dkOmUugs6e6GtY3E69jMhMYBaVeTDpkeEzo1LPSYe4MOPQX7SjaEXp8VypSDi4Im0sC7jKRFLjymRFX2xpLcdTcyMt8calv04uY/TwbZF4j83IXK7WZnTzY7CtMrpDgoDbHJQLKfaXW+ne7WQS14MXauFZ7TcPKB6XRRClEtQLkKpILXeLswtjZ+pyO+plEW7IoswACJRQTSKdIIqhBtwSQlcsrIsQWJKfjSxdOfpPKL5CKp3FewZEZZEpSQucCEHxRzks5CfhuykkOkJOPAkTI3B5KiQ8WGxT1sndPZBdz90SekZ8ErqPLxKYzaEI9DRL+RsUK8L76uYFaRVzoukbzkvEsCqqrFcEInhiVOiXZZFEZWCW7lULUktl217JnFFEm6iN6J0Q+VRJOaW/6sKpGBYViGpaXxC2gOmi55vCsyu9SIL1XYe1JC3tFb9jfN9DW1bK/3VqqfUcQeCEAzKHFWTxR+rZVlANOkaQaqdnxA6NyHW5ya864Mh4eGn2oV2qmK7YM0OuPzl0N7nVseGFynEOxtsW/QV0xNu35Cfhtw0FLKi7yjloSjFQyJFSRySQBQhmTWIJcQrS2IJr8STEFdak7YO6Fvl7qNr9T3ROERjQiIxCDVfN9wsaN4zEw4LaUlDV9/ZfbZWg4kRGB+CkVMwegpGTsITP4HhE0IGj4kOpneVuKH6VkHfalf3rxaktpQdTjDo5stYubDfbdbccttKQVp0qgKs5C6rcltViluYlkMAyt7xG6as7FPVZSpMocphHd1QuecpqtCW1b6KDNS6uppMs+7qQFCQYyCkWZ+NJKlXF2poPD5FRM7vkW2nOlCRpbwvnCKNujgfgaBL5I5X2zLTy400kL8i9lDYrdpTUEUg6tjUOBpV5lzOu8ZLKSeMGWXU2LZbPJBsk6FkLayscj1qiIa+LRJb2HtuPrBtQTanjsLQMfEcq2d6dFA855OjQgdDIqrS2i4iLKk2SKZFH5KU0tkHiRaXUBzCkcShE0nEL65YajQvQZ0LwmHoWSFk25Wz72PbwroaOibIavAYDB6FZx8XD8PgUZgaFyTVv9olrd5VUq8U62JNMFHmfBAKQ0iR3zKGbbukpcjEMoX3qYjStlzPx7bwdP6qZF2J8gIdLT3DM+mo1LGoMTPKuy3nXc9WrXPG05QFqajqQ5V7cL9UemhhlyQjMUEo7f2C4FS1WqxFhICdKra02LfZO1nTFM/b0QNw/Dk4flDIiUNw6og4/32rxLPXMyCiIpdfKwzXjh4R2s90Ld9n0cecuDAJ6kxgGJBuE7Jpx+z7VCswdNy13k4dhcd+DP/5r2J56Liw0voUYamHaIV8kFYIi22pCz4uZBiGG7dniTso/VgSF3G13mywbRF+P3oAjj4r5Mh+IScPC6JZvQlWboCV6+HKF8PAOlixVnhAPi5KLCpBXX/99XzsYx/j2muvXcw/O39EorBqg5DZYFkizKC8sKHjcOIgPPJDGD4pwhETw4LEOvuExdfeA+3dQjq6Ra6srcPVLa3Nl8fw4eNMUKuKZ+DkEeH9nJBe0LHnhGcUiQoCWr0J1myG1/yqaK/a4Hs/PmbFohHU9773PZLJ5y8jtYcGqbzsWmhJQbIFI5WC1jaMtgxGaxu0t2N0dmF0dEJHJ0Z3D0Z0iWYxDgTcUOJlL5h9n3pdFHGMDbkxcyUH94ptU+NSj4kEbiIl4uipNimtgrhaWkUlYzItdUrE0xMpb1xdtaPLILzjo/mhwuHjQ+I+HhsSOaDhE8IIGzouQnSTY25IfOV6WLEOfub1or1qg8gLNTlsy4JyGUqies/W21JTKmFL7bSLorjClpqS3L9SFt9XrYjvqlREZKZaxa7KsnKzJsKcpulW6NW1MK8axB4KaRKGWAwjJootYg895fkd9fInMLPzm4vPzMFFNRefbdvs2bOHXbt2zbr99ttv5/bbbwdgEgh99ONQyGPncpDLYk9PwdQU1rP7YHICe3xMyNgojI5AMonR3YvR04vRvwKjr19I/wDGwEqMlaugpxdjKTrrYFCELzp6YPNlz79/vS6qj1Q1kqpEyk251Ujjw3DsgFbhqBLkBW+VkqpCaiQu1XaWG8mtoTrJU4kkE8qxhD9GaznBssS9k52ErLy3slPy/poSkp8W63JTshJuXBhP2QlxvTt6xX3c2SsiAr0r4dKrRShbFRUtUUWaXS5jj47AxLjsG8Zgego7Oy11FvI57HwOcjnsYkGQSqkoSKVUFIRTq0EsBnFRaWdITTyOEYuL9bEYRjwh23GMhCysSLcS6OmVz08cIxrzflc0Kiv3IhCNYoTlGKZQSKQBgrIaVC8tdwqHbNE3KCKrVl3SK5dnnI9g7DZC6fnNxRcyLrK5+L72ta/xute9ji9/+cuzbr/lllu45ZZbANi1axfBF113xt9t2zZMTmIPD2EPDWIPncI+dRLr0EHs++7FPnkc+9hRKBYwVq/FWLceY+16AmvXY2zYiLFuA8aq1RjNUuoZDLqVSOcK0/SO1SjmT68nR0U+YLZxHEpKBXdMRyQqK5/kZJhO+azU4ag7viMSdQcV6mM9gkFXB4Iz1+kl5SGtrbYFgmK9U/LdWKWnVQbW5cBHVf1nmm6BhbJi67rU3QGS2IDhPYZIdGYZsqfsWJXqz7MarF4X1rYqf1bnXhkkxbwwUAo5YbwUcl7CUUSTnRTtWEKrcMvIHKysdmtpFeE3x2tvk6HnDvGZJSwht6tV7OPHsI8cEvr4MewTx7BPnsAePIU9PAiFAnR1Y3R0YrR3YLR3QKYdo7UVWtsIDKyCVAoj2QKpFCSSGElxjRyCiccFcTRT1EE/llAIGqJFTXSk5wWL0isfOXKE0dFR9uzZQ6FQYPPmzXR1dS3IdxuGIcJ+7e2wdduc+9n5vLjBDx3EOnwQ65m92Hd/A/vgAezhIYyVqzDWb8RYv5HA+o2CvNZvFOuXa04oFBIJ5vORZLZtd8ChIiw1+FANQKyURV6iVpFalqMrXa+7RFCruqRhaeud0u+6l0z0z9ZNl4jU+CQdirhUqbkiGUVuDlnKdijkjm1yxmkZbiVg3RSWdq3ijplRY/Z0Y0AN8jRrMwnaIVJ5rPpvNmUpeb3uGgGOJ5uQlXqaqFLq9m4RSlME09LqLblu4mId27axTxzH3v8M9rP7sQ7sx37uWexDz2EPnhKRkdVrhTE5sIrAC6/DWDGA0duP0dsn+gDfo7/gsCgE9YEPfIAjR47w7W9/m2AwSGvr4pc2Gy0tGJfugEt3zJjKza5UsA8fwj54AOvgAaynnsD+xl2CvMbHMFatwVi/AWPdBgLrNggvbM068bAsVf5rqWEY0nOIX7DTrCwYlCekRv3Xqi6hAmB7CTMYEh7omZa3LyPYtg1Dg1hPP4X19FPYTz8ljMX9z0CyhcDmrRgbNxPYuBnjVTe5RmITk6uP84dFi2utWbOG//iP/1isP3dWMKJRjC1bYcvWmeRVLGIfOoh9+CDWoeew9j6J/a1/xz56GPvEcYyubkFgq1ZjrFwtLbyVGCtE7stI+yWyFz2CQeH5XESw63URinvuWez9+yQJPY2172kIhQlsuxRj26UErtpN8NfeTmDLNoxM8xdR+FhcNEnipXlhJBIYl26HS7fPJC/TFHHwo0ewjx/FPnYU66GfCu/r5Ans40chHBZktWJAaFXE0dsnpKcXOrt8C9HHsoNdqYiw3LGj2IcPYh96TuR+Dx7APvScyAVt3Cw8oh07Md74FkFECxTe93Hho+kIyq5UKD7xBKGODkIdHQRiTTDdyhwwQiGM1Wtg9ZpZt9u2DRMTolDj5AnxMJ86ifXgT0Ryd/AU9sgwTIxDulWUzKvy+Y5OjA6Z6JUiyu3bhG5tE0nf5Zof89HUsKtVUXQ0eAoGReGRfeKYuIdPHsc6fgzGRoXBtXK1U3wU/IU3Eli3XhBTy3l6c/U5wDZN6rkcVqGAVSxiyXJwq1TCqoiqOKtcFuRbrYp1siTcrtVmtC3V1gTTFG3TxDZFXtGWpeO2mp3cCe/i5DiNgMiPGkrCYRHdiUQIRKMEEgkCyaQjwdZWguk0wdZWWl/96qU7qecRTUdQ5uQkR978Zszxcerj4xixGOHeXsK9vYR6ewn39xNZuZLwwACRgQEia9YQ7utrygSpYRjQ0SGIZsfOOfez63UYH8ceHcEeHwNZQm+PjwkSe2Yv9sQ4TE+LkvvpKaHzeVF5lEqL8WItbpWSIceR0dIi1um6JaXpFKTTou0T3gUJu1KBqUnsyUnsqUkxVGNyQpZkjzvDNhgbxR4Zxh4bgXxeePd9/Rg9fcLrX7mKwM4rMAZWifB1X/+SVr/Wczlqg4OOmCMjmGNjjtQnJ6lPTQk9PU09l8M2TYItLaKTTyQIJBIY8TiBeJxANIoRE+XggWjUJYdIBENJOCw+I8vEjXDYWe8RRTCydNyQ5eNGQCu6aSgjd0hMEZwiwUoFu1IRhFosYhUKmOPjVA8fFr9retonqMVCuLeXbXv2AMIDqU9PYw4PUxsaEjfiqVPUTpyg8MADVI8do3r0KPXJSSKrVhFZu5bo+vVEN2wQeuNGohs2EIgs4SzLZwAjGITubozu7rP6nG1ZYixHLos9PQ3Fghg7ls9hFwpS5yGXg/ExrCOHxfgyNRZE1/lcA+GlobVV6FRalOs2rk+3YqTTwptLt4p90q2QSDRXqe4yhm2aMDXlNUyyWTG+x9HT2LmsMGCy03Lsz7QzBgjTFF53JuP1yDPtGB2dBLZfBu0dIp/a3YPR1Q2ZzJIbffVcjspzz1E5eJDKoUNUDx0Sz/yxY1SPHwfTJNzfLwzXvj7C3d2EurqIX3IJwc5OQu3tBNvaXEmlBLH49+ayQdMRlA7DMAi1tRFqayO2ee53LlmlEtWjR6kcOiRu5ueeI/f971N59lmqJ04Q3bCB+I4dQi67jMTOnYR7exfxl5wfGIEAtEivqO8sX+UxC2zLEiSVz4mBjTnZAeZyUgsitE+dxM49I0ixsUPMTosS7NY2l9TSrcJLS7aI2UFaWiCRFEQWi8lqwJjI14Ujohw6FHJLwxu9OvVOnHrdlVoN26yJv12tQqWCXa3IkfuyxF2Ga6jKMvdqVYRj1Hgnqw4Yzt81gkHvYMxE0iFn9Zuc2U6SLRiRiDY+KwC1qvv3yiXsfB6kwSAIZUqcTzWYdGpSkNHUpPB4pibF4NHWVmEEtLbJv+saA0YqDb19BDZudgwGtZ/R2gptGTFotIk7Zds0Ke/fT+nxxyk98QSlp56i/NRTmKOjRDdsILJuHdH164lv307ra15DeNUqIitXEmxra+rfdSHjyJEjvO9976Onp4cbbriBN7/5zQA8/fTTfOlLX8IwDN70pjcRi8V497vfzcDAAE899RR33HEHX/jCF5iYEO+vKpfL3HnnnXP+naYmqDNFIB4ntmULsS1bZmyzSiXKzzwjbvzHH2f4u9+l9PjjGKEQ8Z07HcKK79xJbNOm5hmwuwQwAgHR6abTGP0r5v09dqXihiN1sstloVAQXl0+D9NTWENyyphKWZBMTY2TMt3R8/VZxjapEfdq9H0oLEfmh8VI/UhUDLpU7WQLZNoJhCNiu9pPDvpVIRjAmW7GNk1xXMUidqkI+bzIwWSnBTnnc+6MJ4W8k39wxm+FI2IYQiQiZhKQREayxSWYdKuo+rx0h0tCmQy0ZTDaMiLsegF1wlaxSOmJJyg+8gjFRx+l9OijlJ5+msjAAPHLLiO+Ywed73gHsUsvJbp2rR9yniem+Gum+Pt5fTaPxeBgq2fmH30yBYWtW7eybt06tm/f7qz71Kc+xcc//nEAfu/3fo9Pf/rT3HnnnXR2dvL7v//7bNu2jfe9732sXLmSe++9F9M0T3ssF3xvHIjHSVxxBYkrrnDW2bZN7cQJSo8/TvHxx5n62tcY/IM/oHbqFLFt25wHJb5jB/Ht2wl1dCzhL1h+MKLReYUsfVw4cJ6xp54SxuFjj1F87DGqR48S27qVxOWXk7j8cjp+/deJ79hBsAkLKpYz2ngfGX5/Xp/NkaOv7ybuueeeOfdZsWIFH/3oR4nH47zmNa/h7rvvBuDEiRN0dnYCcPz4ceLxOPF4nCeeeIIdO8RbI1auFO+2+/73v88f/uEfnvZYLniCmg2GYRBZuZLIypW0vuY1zvp6Pk/pyScpPfYYpSefZPIrX6H05JMEk0lil15K/JJLiCnZsoWQP27Dx0UOu1ajcuQIlf37Ke/bR3n/fsrPPEP5qacwYjHi27cT376d9KteRe+HP0xsyxZ/SMUFgAMHDrBu3ToMw/B4QQMDA4yNjQEuEQF8/etf5yMf+YizfOTIEdasWfO8f+eiJKi5EGxpoeUFL6DlBe7M5LZtUz16lPLevZT27iV/332M/cM/UN63j2AmQ2LnTmLbtxPfts0hrmYujffh42xhFYtUjhyheuiQyPMeOkTlwAGR4z1+nHB/P7FNm4hu2ULiiitof/ObiV16KWF/vNMFi1OnTnHnnXfS39/P61//em6++WY++9nPcuutt/LXf/3XGIbBrbfeCsDY2BiZTIagFq79l3/5F37rt37ref+OYdt6Qf7SY9euXeyRVXzNDNuyqB4+TPGxxyg/9RSlvXspP/00leeeI9zXR3TTJvHQbthAZO1aImvWEF27lmDKf5Gdj+aBbdvUx8fd6jhZGVs9dozqkSOiSjabJbJ6NdF160TBwrp1RDdsILZ5M5F165q+SvZiw4033shXv/pVMvOM8ORyOW666fQhvsWC70HNE0YgIErZ16+HX/gFZ70T8pAWZvnZZ8l+73tUDx+mcuQIgWhUjOFasYLwwIAY39XTQ7inh1BPjxig3NlJqKPDD4X4OGdY5TLVEyeoydJsDwFJCcRiIuS9ejWRVasIr1pFYtcuomvXElm9mlBPz5KXnJ8NzFKJytgY1clJqlNT1KamqE5PY+Zy1PJ5zFwOs1CgXipRL5UwSyUsOejWqlaxajUxVZMqlmmw4Q1Z4WkEgwTkeKdAOExAjpkKxmIE43FHh5JJIYkEoVSKcDrtSKStjUgmQyiZvKCKYRYKPkEtMIxwmNjGjcQ2boRXvcqzzbFWT56kduIEtZMnqQ0NUd63j/y994qBhuPjYqDhxASBeFyMFm9rc0aNB1IpMdCwYbBhIB4nIF9gFpCDDdUIdCMS8S5Ho2If9Rm/UqqpYddqYjzg1BSWHHBaz+Ww8nmsXM4ZrFmfnhb3z/AwteFhzOFh6tmsO7hdklDiqqtoe8MbxNjBVauWTYFCLZejcOwYxePHhZw4QWlw0JHyyAiV8XHsep1oZyfR9nbCbW1E2toIt7YSTqUItbQQbmkhsWKFIBFFJLGYIBg10FYSkBEIeIjDlgNq7XpdiGlimaaH4OrlspBSiXqxSG16mtKpU5iFAmY+Ty2bpZbLUZuedgi0XqkQyWTEcXd2EuvqItbdTay3l3hvL7HeXhIDAyQGBoh1dS0rg+Fc0HQEZZsm9WqV4AUYNjAMQ3hHnZ1w2elfXmjbNlY263Y+U1PUs1nqqlPK5cQULcUitYkJMcJcTdVSKonpWCoVMRWLGomu2uUyVqUi9iuXBXG1tAjiS6Wc6VMccmxvd6aeCnV2EuruFh5fd7efb5snrHLZGXxuDg2JtiQVc2REtEdGMEdGqOfzXkMllfIYKmp9dONGEtdc43jj4Z4eQsuwM7NqNaafeYbJRx9l6sknmdq7l+mnnqIyMUFy1SoSK1eSXLmSxMAA7VdeKTrxvj7RoXd1EVyGA8Xr1SrViQkq4+NUxsaojI5SHhmhNDTExMMPUxocpHjyJMXjxzGLRdIbN5Leto22Sy+l7dJLGfi5n1vqn3Be0HQEVRoa4qttbaS3bKH9iitov/JKOnfvpm37dgIX0RglwzAckjifsG0bu1SiXihg5fPCMm8gRnNigtrx45QeewxzdBRzdJSa7DwDsRihvj4xkr+/X4QupTjt3t4lD1fapikIuVIRIRsZtjGCQTF1TSy2YJ2a8pQrhw+LGRAOHxZhNRliq504gVUoCBLp63On8urpIX7ppS65yJkRgm1ty45kzhT1SoWpJ55g/OGHmXj4YSYfeYTpZ54huXo1mZ07aduxg02/8Ru0XXopydWrL9jzEIxEiEtv6flQy+XI7t/P9N69TO3dy4G//3ufoBYLiYEB3vDDHzL1xBNMPPoo4w8+yP6//muKx46RueIKul74Qrqvu47OF76QqF/mfc4wDANDhgk5y6or27apT025U1BJqRw4QO4HPxAhzJMnMUdHCba3E+7rE95Xdzeh7m6CmYzrqaXTBOJxEaJUr8PW/o5dqzkTeVqlkuNFzvAyp6ZEO5t1xCoWwbLE90ejnk7OIa5q1Q2pdnSIaXLa2wllMgTb28WxptNijrWgeG+TXS4LAp+cpD45Se3ECSevY4TDYuqtdeuIrF1L/NJLSb/ylc48kqHOzmVn5Z8rzFKJ6aeecsho4uGHye7bR2rjRtqvvJL2K69k/c03k9mxg1AyudSH27QIp1J07NpFhzaQ9kJF0xEUQCiRoHP3bjp374b3vAeA6tQU4w89xOiPf8wzn/oU47/8y7SsXUv3S15Cz0tfSveLX0zML2tdVBiGQSiTIZTJEN92mrcZ1+siZDU05Hhe5sgI5uQk5tCQyK1ks84s0la5LGZl0DrwQCTi5tficYKplAh1pdMEMxkia9e6c66pEKXM2QUSCZFXOA0h2PU6VrEo8jgTE9QnJsSExZJ8zIkJzMFBJ+9gmyaBWIxgJkOoq4vYxo2EX/96N69zEb8HzLZtSqdOifDcU08x+fjjTD76KPlDh0hv2kRGRkY2vOMdtO3YQSgeX+pD9tGkaEqCmg2Rtjb6XvYy+l72MkDEqScefZSRe+/l4B138NObb6btsstY+5a3sOoXf5Fou/+W12aBEQwS6e8n0n/u8wWeLxjBoEN6kYGBpT6cZQPbsigcO8bko48yLkN043KYSNv27bRt307v9dez9dZbad22jeDF+gbqRcYJPs/T/Mu8PlukDiz+W89nw7IhqEYEwmE6r76azquvZtvv/A71SoVT3/kOR/75n3n0d3+Xnpe+lNVvehMDN93khwt8+DgH2LZNdWqK/KFD5A8eJH/oENl9+5h++mmmn3mGcDpN5vLLab/iCja8611c/Q//QFKbRcDH4mOAXyfDrfP6bI4ccNPCHtA8sWwJqhHBaJSVr30tK1/7WmrZLMe//nUOffGLPPiud9H/yley+pd/mb6Xv9wPJ/jwgZwrL5sV1WKjozN0eWSE0smTFE+epHTyJAQCpNavp2XdOlrWr6frRS9iwy230LptG5G2tqX+OT4uUFwwBKUjnE6z7q1vZd1b30p5dJTjX/sa+//qr/jJW99K38/+LCtf/3r6X/UqIue5Qs6Hj6WECr9N793L9NNPk923zxlHVDh+HMMwiHV3E+3qItrVRUzqeF8fmR07iK9YQUJK+CLOqflYOlyQBKUj1tXFxne9i43vehfl0VFOfvObHPmXf+HBd7+b3pe9jHVvexv9L385AX/WBh/LHPVymfE9exi57z5G77uP0fvvJ5RM0nrJJbRdcgkdV1/Nql/8RWcckU86PpodFzxB6Yh1dbH+5ptZf/PNVKenOfaVr7D34x/ngXe8g1W/+IsM3HQT3S95iZ/I9dH0sG2b4vHjjO/Zw9j99zN6//1MPv44rVu30n3ddax/xzt4wRe+QMx/5YmPZYyLiqB0RFpb2fDOd7Lhne8ku38/x+66iyf+4A+YfuYZem+8kd4bbqDr2mtpveQSAv5UQD6WCLZtUx4ZIffss2T37ye7fz+Tjz3GxCOPEIhEaL/ySrpe8AIu++M/puOqqwgvk2mLfPg4E1y0BKUjvXkzl374w1z64Q9THhnh5Le/zcgPf8i+T3+a8vAwnddc44xqb9uxg/TmzRfkVEw+Fh71apXS4CDV8XExUamUeqlEXU4/VS+XnfW1XI7q5KRnjrlQPE5q0ybSmzaR2rSJLb/1W7Rffjnxvr6l/nk+fJxX+ATVgFh3N+vf9jbWv+1tAJRHRhj76U+ZfOIJTvzHf/DUH/0R+cOHSaxYQWrjRlIbN9Kydq2YyFHODxbr7vbDhBcZarkck088weSjjzL52GNMPfUUhSNHqE5MEOvpIdrZKWaybmkhlEwSjMcJRKPO7NfhlhZiPT20bNhApK2NeF+fI2H/FS0+LlL4BPU8iHV3M/BzP+eZ68qq1cgfPkzuwAGyzz5L4ehRRu+/35lhuTI6SjCRcCqkIpmMmKm4vV3MqpxOE5bT7qup+IOJBKFEwpldORCNEpQdWCASETMrX2RT45wN6tWqM8FmLZulLifErVcqBKNRhxzCra3E+/vPKRRWmZxkeu9eMTj1oYcYf+ghCseO0XbppWR27qT9yitZ97a30bJ2LbHeXj9E7MPHPOET1DwQCIdJy5DLile/esZ2NbCxMjJCeXRUvJdmYoLKxISYen9wkOz+/c57acxCAbNYxCwURKcqp+u3KhWsWk3MQm5Z4t0zUgJyTjj1bhrUawGUiAMB23YmR3XebyPFWSehPm+EQp7324SSSec1BaFUyiHcSCZDtKNDlCd3djqlyuHW1gUjU6tWE2Ny5GzO+tic4okToj04iFkoOGXS4XRaEL0k+Hql4oTQqlNTlE6dIhCJkFixgnh/v5gJW86IHUomnfMMUJ2YoDQ8TGVkhMLx40zv3Ustm6V12zYyO3fS/eIXs+XWW2m75BK/EtSHjwWGT1DnAYZhEM1kiGYypDdvXpDvtLT3z9imKV6qpr+XRhGOmqlbEoRDOoGAmCRVEZlaNgwMw3A/Z9tYpoldq2HVaqJzVyQq32VTnZykOjlJZWSE7DPPUBkbcwZ5VsbGqJdKznttIpmM+1K2lhY3rBWJYFuW84K4erksvlu+H6cyMUF5eJhaNku0o4N4f78gFDkup/vFLxbtgQHifX1EMpkzJkXbtqlOTjpEVxoaojw0ROHIEeqlkvj9polt24KAu7tJrV/Pyje8gdZt20iuWuV7sz58LAJ8glomCASDEAzCMijOqJfLgrTGxsTbTOWbTc18XhQFyOIA5Z0pTy3c2uq8XC7a3i5yNx0dC/6KBcMwiLa3E21vJ7N9+4J+tw8fzYCnuYvj3D2vz5aoLfDRzB8+QflYcARjMeftnz58+Fh8bOMXeBHvmNdnc+T4YpPMxXdhvv3Lhw8fPnwse/gE5cOHDx8+mhI+Qfnw4cOHj6aET1A+fPjw4aMpMW+C+su//MsFPAwfPnz48OHDi3kT1PHjx/niF7/IyZMnF/J4fPjw4cOHD+AcCOq1r30t119/Pffdd99CHo8PHz58+PABnANBFQoFyuUyGzduXMjj8eHDhw8fywTXX389P/rRj553v//7f/8vf/RHf3TW3z/vgbrDw8P09PQQ9CfC9OHDh4+LDt/73vdIJpOedV/60pc4ceIElmXxyle+ku3btzM2Nsb+/fvZtm0bAE8//TRf+tKXMAyDN73pTWzZsmXOvzFvgtq9ezd/+qd/ys/8zM+wc+fO+X6NDx8+fPhYYPyU7/EUP57XZ8tUGRwcZNeuXc66W265hVtuucVZtm2bPXv2ePYBQVD/8i//wsjICB/96Ef5whe+wBe/+EV+7dd+jT179gDwqU99io9//OMA/N7v/R633377nMcyb4Lq7e3l85///Hw/7sOHDx8+zhN287O8kjfO67M5cny/7ybuueeeOff52te+xute9zq+/OUve9b/8R//MXfccQfpdJqRkRGOHz9OV1cXsVjM2efEiRN0dnYCotjudJg3QX3pS1/i1a9+Nd/5znd45zvfOd+v8eHDhw8fywxHjhxhdHSUPXv2UCgU2Lx5M11dXaTTad773vdy8OBBHnvsMR544AGy2Sz/8R//wcGDB3n88ccZGBhgbGwMgJUrV57278yboKrVKvv37yeyDGbX9uHDhw8fC4cPfOADHDlyhG9/+9sEg0E++MEP8tnPfpZvfetbTExMUKlU+O3f/m36+/upVCp85CMfIRAI0NbWxq233spf//VfYxgGt95662n/jmHbtj2fAxwZGSGbzTIyMsILX/jCef3I2bBr1y4nVunDhw8fPs4ON954I1/96lfJZDLz+nwul+Omm04f4lsszNuDuuuuu6jX62QymQUlKB8+fPjw4QPOgaC6urp4wxvewE9/+tOFPB4fPnz48OEDOIeButdccw2/+Zu/yb59+xbyeHz48OHDhw/gHDyoRCLBe9/7Xn8mCR8+fPjwcV4wb4L6yle+Qr1e58EHH+Qtb3nLQh6TDx8+fPjw4eegfPjw4cNHc+KsCer48eMUCgWuueYa3v/+97Nz50527959Po7Nhw8fPnzMA9/jp/yYp+b12SrlBT6a+eOsCepTn/oU8XiclStXMjExQX9///k4Lh8+fPjwMU/8LLt5I6+c12dz5LiJ7y/wEc0PZ01Qr3vd63jxi1/M3XffzXve8x7uvPPOM/rc448/zkMPPUSxWGRsbIw//MM/POuD9eHDhw8fFw/OmqD+/M//nL1799LR0QHAqlWrzuhzl112GalUij/7sz/jda97nWfb7bff7sxoOzo6eraH5MOHDx8+LkCc9VRHBw8epFKp8KMf/Yi9e/dy7Ngxvv71r5/x5/P5PG9961u56667Zt3uT3Xkw4cPH/PHRTXV0cGDB/m3f/s3stksAwMDvOAFL2Dnzp2el0+dCb773e/y8pe/nJaWFnK53LkdtQ8fPnz4uODxvAT1gx/8gF/4hV/g2LFj/N3f/R133303Q0ND/NZv/RZvectbHKJ6PoyOjvInf/InBAIB3va2t53rcfvw4cOHjwscz0tQ9XqdfD7PDTfcwPHjx3nrW99KtVrla1/7Gp/5zGd4z3vec0Z/6Fd+5VfO+WB9+PDhw8fFg+edi++WW27h3nvv5cYbb+Qb3/gG3/rWt3juuee46qqryOfzi3GMPnz48OHjIsTzelCGYfCbv/mb/K//9b/4n//5H+6//36++c1v0tnZyZve9KbFOEYfPnz48HER4ozLzEOhED/7sz/Lz/7sz57P4/Hhw8c8YFsWtVwOs1DAqtWwazWsWg0jGCQQiRCMRglEo4RbWwkEg0t9uD58nBHmPRefDx8XG6xajfLoKOWRESojI9TLZYxQiEAohBEOE+3oIN7XR7SjAyMw7zfZuH+vXqc8NETx5ElKJ08KfeoU5eFhSsPDVEZGKI+OUpuaopbNEkwmCSUSBCIRIaEQtmVRr1SwqlXqpRJmPk8wkSCSyRBtbyfa1UWsq8vVnZ1ElW5vJ5LJEGlvJxSPL8AZ9OHj7OATlA8fDbDqdXL79zP+8MNMP/UUU3v3Mv3UUxRPniTa0UGsp4dYVxfBeBy7XscyTaxqlcrYGKXBQcxcjmh3N4kVK0gMDJAYGCDa1UU4lSLU0kKopQVsm3q5LKRYpDI2JohvdJSSJKXKyAiR9nYSK1YQX7FC6P5+OnfvFsfQ00O0q4tIJkM4nT4jz0h5WtXJSaoTE5RHR6ko0h0bI3/kiFgeHRX7SMG2CSWTzvEHYzGXCMNhQciGAYi0gG3bYFnYlgW2jVWve5Zt2wZ9CKZhYBiG0MEgRiAgtDIANEMgEIkQVH87GiUYiwmJxwklEoSSSYKJBOFUinA67Yg6TwthPDQ77uJp7ub4vD5bo7TARzN/+ATl46KGVauR3b+fiUcfZfKxx5jYs4eJRx8l1t1Nx65dtG3fzoZ3vIPWSy6hZd26MyKBeqVCaWjI8XqKJ05QGR2lMjJCLZ/HzOcxAgHRycvONdbVRcfVVxPr6iLW00NiYIB4Xx+BcHhBf68RCBBpbSXS2gpr1pzx5+rlMmahgFkoUMvlqJfL2LUa9WoVq1oFywJwiMcIBCAQ8JJOMCjakiDUNoewEASKZWHX645YpoltmlgybGnValjVKlalQr1SoV4uY1UqVMbHKR4/7hynmc9Ty2ap5XLUpqepTk1h5vOE02miHR1Eu7uJSYn39zvGRHLlSpJr1y5rr/EX2MY7eNG8Pivm4vviAh/R/OATlI9lDdu23c4ol8PM56mXSiKsJTswtd3M56lNT1MaHKR44gSFo0fJHzlCcuVKMjt3ktm5k0s/8hHar7ySaHv7vI8pGI3Ssno1LatXL+AvXVooLyUqpzhbrrBMk9r0tPBYpedYHh6mNDjI6I9/TPH4cQrHjlE4epRYTw/pjRtJbd5M2/btQi69VJC7j0WBT1A+mh7V6Wmy+/aR3b+f7LPPkjtwgNLJk5QGBykNDoJtE06nCaVShFMpgvG4UxQQjEYJJpOEZWgqnE7TfuWVrLjpJpJr1pBat45QMrnUP9HHIiEQCgnvqaOD9ObNc+5nmSaFY8fIPfss2X37mNizh0N33MH0008T7+uj69pr6XrRi+i69lrSmzcLb9DHgsMnKB9NhVoux/iDDzL2wANMPvooE48+SnloiPSWLaQ3bya1aRMDr32tEwKL9/URbmlZ6sP2cYEhEAqRWreO1Lp19L/iFc56q15n+umnGf3Rjxi+5x6e/MM/BMNg4KabWHHTTfS89KUEo9ElPPILCz5B+VhSFE+cYOS++xj50Y8Yu/9+cgcOkLn8cjqvuYaB172OHR/7GKmNG/3SaB9NgUAwSGb7djLbt7PpPe/Btm2mn36ak9/8Jk/+4R/y41/+ZVa+4Q2se9vb6HrhC33P6hzhE5SPRYFlmuQPH2Z6716m9+5lau9exn7yE8x8nq5rr6X7uutY92u/RubyywlGIkt9uD58nBEMw6Dtkktou+QSLrntNoqnTnH4n/6JB97xDux6ndVvfCMrX/c6Mpdf7pPVPOATlI95w7YsKhMTzngcVZ6sdHl4WCSdjx+nMjJCfMUKWi+5hNZt2+h/+cvZ/n/+D+ktW/wH18cFg0R/P5d88INs+93fZfzBBzl2113c90u/hG2arHzd61j1i79I5+7dF0Wp+0LAJygfc8Kq1ykcPkzu4EHyhw6RP3SIwpEjFE+coHjyJOWhIUKplHegZ3c3sa4uUhs30vWiF5FYuZLkypXnpWTah49mhWEYdF5zDZ3XXMPlf/qnTD31FMe/9jV++o53YBYKrH7jG1n9xjfSfsUVvoF2GvgE5QOA8ugoE488wsQjjzD15JNkn36a7LPPEu3qIrVhA6n162lZv572XbucAajxvj4/IezDx/PAMAwnb7X993+fqaee4uiXvsSPfumXCITDrHnzm1nzlreQWr9+qQ/1rHH99dfzsY99jGuvvfasPjc5OcnmzZsZGRk57X4+QV1ksC2L3MGDTD35JNNPPcXk448z/tBD1Kanab/iCjJXXEH/y1/O1ltvJb1li18h58PHAkInq8v+6I8Yf+ABDv/zP/PdF7yAlnXrWPHqV9Pz0pfScfXVTW/8fe973yPZMETjs5/9LEePHiUWi3HFFVfwyle+kj/6oz9ixYoVDA0N8aEPfQiAL37xi6w/A0L2CeoChlWrMbV3LxMPP+yUbE898QTRjg5n4OGqN7yBy//0T2lZt+6ij4vbtRrm+Dj1qSnMyUmsbFbMdKCm3IlGCWYyBDMZQpkMxgKGLG3bxi6VMKemqE9PY2Wz1KVYxSJ2uYxVLmOXy95pggyDQDSKEYsRiEYJJJME29oItrYSbGsj1NlJsK3tor+2zQjDMOjcvZvO3bu58lOfYuh//oeh//5vHr71VrL79tFx1VWigOjaa+l8wQsIp1Jn/N2f5wT/wpm97bwRdYoUBwfZtWuXs+6WW27hlltucZZt22bPnj2efQB27NjBgw8+yNTUFMVikUsvvZShoSE+8pGP8N73vpcTJ04QDAZJpVIzyG02/P/tvXecJVd55/2tujn17RymJ/ZEhdGMRkLkaNmYIEAE82Lva8yLkYVZY0CsYdfZZK3xrj9ejMGCJXltYGGBNQILMEKAhGCUUJqRJvTk6dx9b998b533j3NO1anb3RN7um/31G8+z5xTp+pWVzy/J51TAUGtEphkpGX60UdJbdhA53XX0blnD+te9zo6du8m1tGx3Ie7LHBKJarHj1M9fJjK4cNUDx2ieuSIlKNHqY+NSQJqb5dlWxsAol6HRgOnXKYxNUVjaor61BR2IkG4s5NQVxfhzk7sdBo7mcROJrFiMW9OOiT5iXIZp1SSMjsrySeXozEzQ2NmBsJhSSxtbW5pZzLYqRS2mhbJisVApdxbloVwHESlgqhU5H4LBXd/jelp6uPjOIUC4e5uwr29RNasITI4SGRwkKgqdT3U1RXEQ5YJdiTCmpe+lDUvfSkgB6eP3XsvYz/5CY9+8INMPfgg6c2bXULrfuYzyWzfvuDwi7ewlvdwYe95njw3DQxw9913L7jN17/+dW6++Wa+/OUv+9o/9alP8cEPfpBsNssjjzzC8ePH6e7uBqC7u5vjx49zzz338K53vYt//ud/PuuxtBxB1WdnOfGd79B+9dUk164NXph5UJ2ZYebxx5l6+GE5f9xDDzHzxBMuGXVddx0b3/QmOnbvPi+ta6XCKRapjYxQHxmhNjJC7fRpaqdOUVdl9dgxaseO0cjliAwOEtu0iejQELFNm8i+6lVEN2wgun49kYEBrPC5vRJCCJxcjvrkJI3JSeqTkziFAk6xKKVcdre1LAvCYexEAjuRwIrHCWUykoDa2lxCsi+RS8epVqmPjVE/fZrqyZPUTp6kduIEhZ/9jNqJE1SPH6d24gROqUSkv5/IwADhgQEifX2E+/qI9PYS7ukh3NUlybiri1BHhyTi4P28JIhmswy+7GUMvuxlgJzfceqRR5i4/35Of//7PP7hD1M6dYr2nTvp2LOHGz7xiSU9vuHhYcbGxti7dy+FQoHt27fT09PDxMQEHUoB/shHPsInPvEJxsfHARgfH2fdunWMjIzw2c9+lhMnTvCZz3yGt771rQv+nZYjqEa5zL6/+RumH3uMRrFI2xVXkNm6ldT69TIwv2YNif5+4v39JPr6CMXjy33Ii45GpSJTtE+ccOcGKx47Ru6pp5h57DGqU1O0XXEFHbt303nttQz9zu/Qfs01KzZeJIRwNX6t/Tu5HI18Xloa+bx0d+n1ExPUx8aojY5SHx1F1GqyM+3v9zrVgQESu3bR9tKXElm7lui6dYR7exfN1WVZlrRyslnYtGlR9nmpYEejRJWVlLzuugW3c0olaqdOSTl5kvroKLXRUUq//KUkuIkJScgTE9SnphC1mmftZTLSgkynCaXTWIqM7XjcdT9a0SiWmoLKMpeVZaitRDuZxFKWaCiVklZki8djLjVCsRjdN9xA9w03sP0P/gCQiurUI48w9eCDS348t912G8PDw9x5552EQiHe9773cccdd/DOd76TD3/4w1SrVd74xjeybt06+vv7+Z//838yODjI4OAgH//4x7nvvvuwLIvOs8x5aQlhznm//Lj++uvZu3cvAJWJCWaefJL8gQMUjx2jeOwYpdOnKZ8+7ZZ2LOZ+xyba1SW/X9PRQbS9nUg2K6faV9Puh1MpV0LJJGH1AoUTCexodFE6LyGE++2dRqlEXX2DR09kWsvlqE1PU1VSmZigMj4uRX1qwf1cw5o1JNevJ7VuHcl168hs2UL26qtJb9y4YmIKolaTbrWjR6kePUrt2DFZP3aM2unT1EdGqI+OYiUShNvbsVWnH2pr83d6uj2bJdzZSbi319Xu7Uwm0OSXAaJWozEzQ316Gmd2VioTs7M4+TxOqeTGzZxyGVGtSjekckc2LzvlsiyLRemqLBY9izSfB5DPgRFfC7W3E+7qku7Lri5p5fX1eUpKX985W8SrCTfeeCNf/epXXUvmfJHP57npppvO6OJbKrT03Yt1ddGrgoTzQQhBPZ+nrDr3ysSE/H7N9DTVqSkqY2PMHjwop9vP5WjoafiVNCoVSSRqun4rHHa/NaM/D2B+JgBwS6G/b2N8D8ipVnFqNexwWE5YqsT8DlAkk/ERaMc113gfiOvulh+86+xcEQQkhKAxPS0JR8VxqkePUlMEVD1yhProKJGBASLr1xNdv57ounUkdu6k7eUvl+19fYR7e7FXoSW82mFFIpIcVIzhUsKpVnHyec/SVoksjYkJ6hMT1EZGKD32mM/N25iYINzTI+Nsa9cS27iR6MaNRDdtIjY0RGzz5uC5a3G0NEGdDZZluR8jywwNXdS+hBDymzPVKo1Kxfc9GtFouNuoikdeto0diUiJRuUH1VbRvHGN2Vkqhw5RPXSIysGDMsHgyBGqw8NUh4fBsmQMZ8MGouvWEd2wgeTu3TKms24d0cHBy1KLDbC4sKNRbBX/OleIel3GI48flwrT8DDl/fvJ/du/UTlwgOqRI0T6+4lt3Ur8iiuIX3kliauuIn7VVYQv4nMrARYPQc+hYFmWJJdI5LL7/IKo1agcOkR5/37K+/ZROXCAylNPUXnqKerT01LbHBqSiQVbt5L51V+VmuiGDYTb25f78AMEmBdWOEx07Vqia9eSetaz5qwX9TrVI0coP/UU5SefpPiLXzD5+c9TevxxQtksid27SVx9NfErrpDEdcUV2MnkMpzJ5YuAoC4jCCGoDg9TeuQRSo89RunRRyk/9hiVgweJrl1LbPt24tu3k7z2Wjr/n/+H2LZtRNasWRHuxgABzhdWOExs82ZimzeTVdlyIAezV4eHKT70EOUnniD33e8y+vGPU37qKSJr1pC4+moS11wjZedOYlu3yjBAgEVHQFCrFKJWo/TEE5QeeojiQw9RevhhSo88gp1Ok9i1i8TOnbS/6lXE/8t/Ib59e+CLDxBAwbJt12vA617ntot6ncqBA65yN/m//pfMcDx9mvhVV5HYtYvk7t3S8rrmGkKXwRCPS42AoFYB6pOTlB59VFpGDz9M8ZFHKD/5pIwHXXstyWuvJXvTTSR27SLS07Pch3vJIGo1mJlBzExDbgYxMyPL2TzMzsqyUICazCCjWgXHgXDYnS2CRBLSaaxUGjIZrEwbtGWxslnItGElEnKbZBIikXmzB4UQUK9DrWaI8TerFVDZa+6y2k7UalCvyeNqNKQ0J9qq2S2wbSkRGfskEoFYDOJyrBXxOCRT8lxSKUgmA2v4ImCFw8R37CC+Ywcdr3+9297I5dz3r/jww0x84QuUH3tMWlu7drmS3L2byLp1QcbpeSAgqBUCp1KheuSITFRQCQulxx+n/NhjNPJ5ElddRWL3bpI33ED3LbcQ37mT0AqKpQkhoFyGXA6Rm4F8ThJMXi0r4hEz0zAzjZiegqkpWU5PyfZSCbJZrLYsZNtVmZUkk0pjpdOQTEGyXY7BicZkZ99oQKMuZ4wolWB8DGf4MMzmvb+dz8ljKZWgVIRiUZKQZUmSCIXkfhxHEkooJAkjGoWwJA8rFpMEEomCGguk60QiEI5gRaMuYbr7tZpIRTjy72gSq9UQ1aoktkoFymVEuSTPpVREzM5CsSCX02l5XTJtknTbsljZdnW92vzXzdwu06aWM4s6xdNqQKitjfRzn0v6uc9120S9Tvnpp13PxfgnP0nx4YcR5TKJnTuJ79xJfNs2Ylu2ENu8meimTYs61uvvmOYfmL6g3zrMsmPRjuTiEBDUMkIIgVMsUh8flwMh1Wj/2qlTMvvoxAl3zFBjakpmyan02NjQEJkbbyRx9dUtpZWJYhExOQET44jJCcTkJExNIqZUOTONmJqSJKMtnWlZEgrN7RDbdCk7UmtwLdaVV2O1d0B7B1aHKts7ZOe7hBaCEMIjCscxCMVqmfthQjQa0pLM56Qi4Fqa05Ls8znIzeAcOyrb8zmPnPVyLidJty0rCS3TJhWATJtcTmewMhlZpjOS0FTpKgnpjLTq0mmIx1vyWl0srHCYxBVXkLjiCnjTm9z22tgY5UcfpfTYYzKj8DvfkUrn0aOE+/rkLCcqFV4Py9ADzUPnMRD/D2jnzy5mqqML+uXio+UIypmdZfJf/sUbmKnnIksm3TnJCIcX/aEWQkCjIedMq1ZlWavh6Hq1Okccc8ChmsjT0XOiFYsIVZozIji5nJwQdHqaxtQU2DaRnh5CajxJZGBApr5u3kz6+c9307UjfX3LFogVQsDkJOLEMcSJ44hTJz0ZPY0YHYGxUVk6DlZ3D3R2YSmhvQOrsxN6erG3blfk0i4197asp7GvsNkCLO1qWyEBcisUktc5m73gfQghpJt0No/I5TwLN5/3iE9Zm87JE3K7fB4Ks4jCLOTzUCy4bdRqkqhMQssoomtrMyw8paB0dEJHJ1ZHp3ymurpX1HMT6ekh8pKXkHnJS3ztol6XyujwMJXhYaqHDzN7zz0yRf74cWrHjoFlEenv92ZM6e6WU091d9P3nvcs0xldWrQeQZXLTH/9694kmmo2Z3dkebksO0E1TYoVDrtCKCQ7De120bM+C+ERkDHAVtRq0q1Tr0vfv23L/UYinujlaFSOc9ISi3nLeioXXeppWjo7iaxd686IEMpksDMZORu2GglvJxLLfck9Ajp8EOfQQcTRYcSRYVkePYI4cQyiUazBddKCWTOI1b8Ge/cerL5+6O3D6u3D6umFVGpVasQBJCzLUoSSxuofuOj9iVoNCgU3Tkg+J+va1assPXHiOOKJx6RLd3ISMT2FmBiHyQnpLu3uge4erJ5e91m0+gawBtbAwBqsgTVY/QPShdqCsMJhNzFjvtQKIQTO7KycfeX0aVnqQcrHjy/58S4VWo6gwt3dDH3lK2fcRjQargVDo4Go111xSclxJFEZ4s4KYduyrkgITXKrPIAsqlXEgacR+5/EOfAU4un9OPufRBx4Sg4+3rQZa9Nm7E1D2NfsxrrpNVjrNmCtXSfdNgECLDKsSERa0xc4nk4IIa238TEYH0OMjrjiPLUPcc8PEadPwqmTiJHT0rJfuw5rcB32ho2yvmYt1rr1WOs2QG9vSypYlmXJCYYzGdi6dbkPZ8nQcgR1LrBCIXcyygBzIep1xKGDiCcew1EinnwcceSwfBG3X4G9dTv2c19A6P/7Pewt2yD41EKAFQjLslScsg2GzvwBPNFowOlTiBPHcY4eQRw/ijN8GPGTexDHjyKOHoHCrHxHNmzC2jiEtWkIe+MQ1uYtUoFbQYlHqwErkqACSIhSCXHwacRT+3Ge3o948nGcfU8gDj6N1dePddVO7CuuJvSqm7Hf/6dYW7bJ9OMAAS5DWKEQDK7FGlyLfcPcmSUARKEg3dpHDiMOH8I5cpj6vT+WCt/wIWjLYg9twdqyFWvzVuzNW2V9aEtAXpcAAUG1MES9jjh9CnH8mJQjhxGHDyIOH5LlyGmp5W3djr1tO/ZLX074D9+LtW3HynlZhIBKGfLTUMhDIQezOSjmoTgrpVSQZbko6+Wi/E21IqVelSnfDSXG12YBCIVlOnc4otK6ExBPqDIJyTQkUlLiSbkunoRYXP4mHJH7CIV8cU2Z5l0HpyH/fr0ml91SrWvUjRR0x0tFN6HjppYl08rDYbBD8u+Gw+rvh/3LdsjYLjT/9uGwdw76/CNR+bcCzIGVSmFdcSVcceWcdcJx4NRJnIMHpGJ48GnqX/4nWT98EDq7JGFt3iLJa2iLrG8cktmLAc4bAUEtEYTjeEFgPZh0ZlqmZE9OICYmEONjiJFTkpROn4KxUZmltG699Jlv3IS9+zqs1/6GfOjXb2iNiVgdR5JKfnqu5Kb8MjMpJTcJObVNKATpLKTbINUGqQwk0rJMZSRxJNOQaYeeNR55ROMQVWOJdGdsh7wEGZClJo26HDBLuaRIriQJr1SA8VOKBI115ZJHevWaJBlfXNP2k0XEJLMmItEEYpKQCSEM8nLcsVkuuWnCq9c80tOk7KgBvZoo3fU1P3HWqp6EI/La6euoS5O440k5KNmtp+a2a2LX96i5voqI0LJtGFxLaHAtvOBFvnXCcaQSefBpxMEDiEMHqP/sp7J+5DBk2rCHNqv3VsW+1q5zE44CF/v8aIHebfkgGg01mLHkDWwslxDFor+u11XKaqCmUS/r35e9uh7IWSzI38/m5W9SKZk+m1VB4basTMNW6dj2Nbux+l8ms6P6B6SbbjmyjoSQxHH6OIwch4nTMDEC46dhchRmJmBqXJba8kllJMm0dcgy0+4tt3XA+q2yzHZK0e3prOwcAywdhJCkVa0oS1Q9u7qsKJLWZK0tV23JToz4rVlznVmWi/LeJuYhroXqybQnWklJt0FSlemsJP4Wg2XbWOs3wPoN8OIbfeuE48DpUzJDdvgQ4sgwzt77Ed/432q4xgkoleR739cvsxB7+2UmYlc3dHdjdXXL4RnZdi/tvkUzEhcTLXenxamTlJ+1Sw7gi8XVSPyw1E5DYU8j09qG06R11mruNDOiXpNTyVQqSnOWY5WolOWsBfU6JKS7x0ok5PQ18QQkEliJpH+d256QL11XN3Y8IWcBSCSw1HriCaxkUs1YIL8MSjrTWtPMCAHTE3DsIBw/BCcOw6kjcHIYTh6B08fkNe9bC72D0D0A3f2wZgNc/QzIdkF7l0c2qbYVMxYoAPLd0a6+1CXMznQcpbRp4ip49fmWZ2dg9ITn2tVuXtP1W8hJSy+jlKC2Dmjr9JSf9m75bLZ3Q2cPdPZKaetYNmvOsm1YM0hozSA87wXzbiOKRTWucARGRxAjpxHjYzgHn4af3ye9K+4sKrKUngc5LVf8ySNLeUpLhpYjKKu7h+g/fsEjk2pFuSnU3Gba/49MMbXMOcls23OzhMNy7E40Kl0Z0ahHevG4JJZodHWb1TOTMPwUDO+Ho09LOfI0HDsgyX7tkJTBTbBtF7z41TCwAfrXSW01QICLgW0rRW0R46FCSDLT7mHXfTwpla7pCalsTY/D5Ji0+CdH5W86e6Wi1T0APQNS+dLSvw4G1i/bc28lk1ibt8DmLee0vRBCKt6zagD0KkXLERSRCPbOXct9FCsHszlpBR07qAhIEdKRpyS5b9wOG7ZJedGrYcNWWL9FapQBAqw0WJbnAuxfe+6/q1YkUY2fhrFTMHZSWmuP3Cvd2CPH4dRRaZX0r4c1G2Fwo6ewDWyQBNbd3xJxNcuypKIdj2PN80Xjj840uD1fv7Cdz9Z54UUe32Kh9QgqgId6Xfr7x05KOXVUyRHpijtxSE5cunYI1m2WcZ5rng2v+h3YuA26+jxX6EqBEDIWUinIWEhVSb0GjZqXOGDCsowstwiEVaZeNAGROMRTEImtvGsRYPEQjUmi6V+38DY69nryiHzHjh+G00fhkftkeeqodEP2rZWEtWaDvxxYL/cfWf7Y0PuzIT7WcWHdez4fDubiuyygg9GuT93wp+dnZKkz23JTMulgcgymlGsiNyl96T1rpEuif718Ca7YI1+KtUOtR0KNBhRnYHYSZqcgr0q9XJj2pDgDhRko5aCYg/KslHAUYilJMFGVXRaOqcy4iMyGwzhn4agMNkVi9aokNU1wlaJcH0/J/cZTXj2WlPuPqL9jG5mAdsiLbTo6S64qpaEyAhv6byry1McinLnXxlYzk1u2lxKuxQ77Sdasu1mATcem96OzAs3StuU1Mkv3b6vfmcdg63T0qPybkai85pGYuj4xj/CjcXVvEqsr9mhZXvLOjt3zb1Mu+ZXEU0fg/h949bFT0NHtvav96yWhuTIIXf0yFBHgrLh8CUqThxusLczNSjLbykVprZRNMbKcKuozDJWmzCfLktlIZnZSOisllfEy2rZcJYO9nb1ecLe9e3kzlqplmDoNM6OQG4fcmCzzk5JwdGkSUCkPyTZId0CqAzKdskwryfbAmq2QapeSbINEmyozkjhCl+CcG3UoF6RUCooM1XKtAvWKvHdOXSXeKJJp7tDDUX8nHtKp5YpUNGloYnAhjHFQakyUY6SwOw257FqKDY/8zDRyfXzufhrG2CzVLoy/VRdGW8MojTFcjbpnnWoCrlflddFSLXllVWX8VUvyvGNJT6IJWcY1+Sf9y64Yy+66lLdsKhAt4FJzEU/Apu1S5kO9LocsnD7meTxOHIYHfwwjx2D0pFQ+2zqk0tnVL5VMLTq5Qyd76EzX1aQInAdaj6BmJuFD7zAGF4aBpglgzQGPvvEeVW/wZrWiXEVlb0yLSR7lovx75jiOZjHHfui2zh7pPpozqDPhX9brW1VTKuZh7IiSYzBxXMr4MZg8KYmpUoT2Psj2Qlu3JJdMl5QNOyXhZLoU+XTKMtmiL1MoDKmslACLAyEkaVWKnqVaKUrSr5aUMlCUCoFeLhdgZgwqR5SiMM+2ZUOBqJUlUSXSEE/7FZpkm6HoZGWZNpShTJd8bmPJpbsm4bDnStz9nPm3aTSkl2T0pDeEY2JExsT2PyLXTY15npVCTiq2eoxgUo0P1APO40n44OeW7hyXEK1HUJEIDF2hBlVqt4nA1UBtw01hWd7ASE1o0ZghcXkTY6o0Bx3GEy3hK75kqJRgdBhGDsHIYU9Gh6XUKtCzHno2QPc66F4LV71A1jvXQMeAfMlbyX0YoLVgWZ4L9lKh0VCkNyut81JeuoNLOeUqnpHl1Ck4/qSy5qc8Cz8/LveTUQpWWw+090rFq71flh398pnvXCNJ7lI/86GQyibsP7ftHUfGvgp5/ywrWumulC7t8S4jWo+gkhl4039c7qNofdSq0toZHZZW0Miwn4xmJyUB9Q1B3yYp258FvZugb6PULgPyCdDqCIVkn5DMABf4eY9KUbqmZ8aku3pmDKZPS1I79JAsp07D5AnphelcA11roWtQlWs9Ja57nfQoLKXb0ba92NhlhtYjqMsZjQYUpiA3AfkJ+VJNn4bpEfUCnZSkNHFcElDnGujdKK2g3o2w+1cVGQ1JC6gVXW3zwWlI1069LF069bKMCbkxl4Z/fj3LVjGfCIR0MD8h4x2RRGvFLAIsP2JJ5S1Yf/ZtS7PyPZs4IQlr/DicfAp++QPPBV7MyXeve53cpyawrrWSxLrWStdi8BxeNAKCOlcIIbWrSkl2omaguKo6Vl2a6dHNvvmKGj3vuixy0k1RnJFtyawX52nrlm6Ijn5YuwN2/Yqn0bX3tQ4BNWpQmISilim5XJqS9eIUlKaVzEB5Bso5KOehMivJSJNLJA7huExE0FlrljG/njtnXR0aOpuuDLUSVIuS3MJxiKUhnoFoWsYwIkmv1Nlp4Zj8GzrGaVle8oKjEgfqlTNIFZyaP5nBaYBoIlQsI3lCz80XUZl7Rqmz6fQ5u1l6TRl6zckX7uB14/polzjGnITNcPdp+4/PzSrUSSBRWY+obMqwynrU98otdWq/oSzoeji+MjrsRBoGt0lZCNWyJKuxo5Kwxo/D8C/hgTuVAnlCvtuda6QV1jHguc3b+6SLsa1HWmKZLvk3A2/GvGg9gqrX4Pg+b5JN96VUMCfVdBr+FF8z+8jNQiobRFLy0o9rZSO4axBJdb662j4U8VKS3XE2MS/l1k1XTvhTceMpSTY966U2l8jIgK8O+uoAbyKz/KQjhCSP/CjMjqpyTMk4FMa9sjAhpVqAZAckOw3p8KRzIyTbIaElC/GsJJBYWnZii/WCOo4kq8qskrw8vkpBEli1IIlNk0yjjtuxIyQxuKQRVuntykqbI1HPkrMjXqaffm71PsEjL9cqVAToK+veOseRRKcz7lwCmid9XROsS7S2n8zca9t0jTWRmanxDePYGjVPCdDXq1KQ97xe8azdaklZvyVPUXDrJagV5fY+Szfp1bVEjHo01VRPyWfFVDziGYi3SQkvYTw5GoeBLVIWQqUkLbHJk9KFqOsn9nluxplR6SmpV2WSUabLS/TQiR+JjD/DVWdFxpJKyYrKcmj3Ep28Hy9+8Yv5wAc+wPOe97xLsv/WI6jcGHzo1f6UWg0hmpIkbCPNV2mhkZhx4+L+MS6aOJJtEO3zp8VqwtHirjMGfC43eVwsKgWYOgbTx6XMnIDpE5A7peS0lHAU0r2Q6ZVlugfS3dCxDtZeK+upbkh1SYm3tY52bNsqPTkF9C330QTQcBxFZkU/kVULHok1L1cKUkFyFYyCX/Eo55UlnpPvf7wNEh1KGeqAlKEwpbq85zbdIyXTe+mILZaAgc1SzoZqWRJVftIbIzg7Jb0rOilk8qTnidFSN4YB/O0jl+Y8zoC77rqLVNNnfU6ePMlXvvIVUqkU/f393HTTTXzxi1/Etm2eeOIJPvShD3HHHXdw5MgR4vE4e/bs4WUve9mCf6P1CKpzDXxy73IfxcqD40D+NEwegcmjMKVLQ2olaF/rSXYQ+q+A7b8CbQPQ1i8luoRpuQEuD9i2ZxEtNoSQ1pzrRp72XMvFSWnxjT0Nh+8zvAGj0hMQz0glLDsAmX5ZtvVDdg20rZFldo3c7lK54aJxlZAxuGi7/Ogw3P7QBf64CNtOneL66693m2655RZuueUWd1kIwd69e33bANx+++1cccUV5HI5XvGKVzA2NsZXvvIVXvva13LFFVcAcM011/Dzn/+c6elpisXiCiOoAH44jnzhZscgP6KsnFMwcwqmj0mLaOoY5E5KTbFjvSe922D7jdC5HtrXSQ0y8HUHWG2wLM/zkT2PTD/HkQSWH4HciFTwZpQ34cQjMHNSyvQJuX37oEdY2UFv2VTuYq3xYcL3b4SPXXthv83n4aaBAe6+++4Ft/n617/OzTffzJe//GVf+759+3jjG9/I0NAQ73//+/m93/s9qtUqb3nLW/j93/99nve85/GpT32KD37wg2SzWR555MyW35IQ1Le+9S327dtHrVZj27ZtvOENb1iKP3vpIYTnp9dBczO+odu0r75m+Om1i2OOy2JGaYDTXsJBPCNdFJk++RJklIZ3xa9Lt1v7OvmyRFrsu0qNKlRmpFRzUM1DbVZJAeoqdtFQ18epy6QDpy7jLyYsW8aFLD0tTxxCMQjppIokhBNNEpelbcaJIsyd4aHu/c1GxS/1ind8jbKKyVTlOvdY9e+VO3pOgoSOCzUnP4SMduWyNuNJ+vjMxAc3LtXwjtmp+8+huRQNL86kY07zxbLc2JU+RhWLc69fVF1zVYbjxvVvvvYqpqTroWjrKUe2LZW2dDcMXHXmbUs5RVjKLT5zAkafhoM/lqSmyc2yoa1PvqOZPllP9xiu8h7PNZ7ubr139hwxPDzM2NgYe/fupVAosH37dnp6eujr66OtrY329nampqbo7e0lm5WD43XbxMQEHR0yZf4jH/kI3/rWtxb8O0tCUNdddx2vetWrmJmZ4a1vfescgvr0pz/Npz/9aQAmR0/DsQdV5lZTkoQZKNZBZDOw3KgbHUjNI4g52Vdlr17Tqc3zrDN/b5KQXm7UVGepYl7hmIqJGYH0UFQGg8MxL9vJDQonpMbVsU4FgDMyiUD70JPt8kEOLfNsFMKB8iQUx6A07kl5HEoTcl1Zl1NSKtPgVCGahVibLKMZiKRlgDuS8jqzkCKbSNIjICvUlBxjZNc5NUkQlZxHHvUS1IsyduFrKykiqXkZd80IRTzyCOn7FvMTYCjutdsqqy0U9Y7XDgFmQo9lEEFTIoImDacBzEcczRl3ZhafIhD3GqmkDksnFensR2O9jwybiVBfXz0Y3jgmU2Fw1HtVKxgErq+zca31fTDrtYLcfySp7rsqTQkb9WhaPieRlPG8pI3np03Wo23yniwFEmoGi/4dC28jhFQytacjPyJldgxGnoQDP/KSi2bHoTgh74UZN9NJH4mslxQSS8skEZ0VaWa6htTUWxufuTTXQeG2225jeHiYO++8k1AoxPve9z7uuOMO3vOe9/C5z32O9vZ23vOe9zA0NMTQ0BCf/exnaTQa7N69m3e+8518+MMfplqt8sY3vvGMf8cSYr7800uDz33uc+zYsYNnPetZC25z/bZB9r6110jZbdL0fGmxtvcyupNtqhtmm0QRNQhCaX56XcSo+9oNgmnej7vvFtQKzxW1EhRHPCno+iiURmWppTIFkQwkeyDRA4luKfEuSHQZZSfEOiCuJJxcudcnwOKiUfPIqlaEuiprBSWz/rI662+rzkItL61wLbW83He0TUosC7F2T+Id6nnslOI+q+r5jSxzrFUI9R4aQzF00kdpxvOuVFWplema9jzUPK/Ne+93d3vjjTfy1a9+1bVSzhf5fJ6bbrrpjC6+pcKSxaC+/e1vMzQ0xODgWQKBbQPwviBJ4oLgNKRlUzytCOc0FE5D4dTcslGGZJ9fUn3QPgRrng3JXkj0SlKKt4AVF2BlIxSBUFaSyGKiXlHu45y02iszsixPScWqPAXjj3pWfmnC8wBYllS4kj3yWU/pd6F3bpnoVmPmFhGW5XlT2hcvQWI1YUkI6hvf+AYf+9jH2LVrF/l8nn/6p39aij+78lEvG26zSfVijXmla+Uo66c8KTVGTTbJfkj1Q3oQ+q6H1IBcTvZL7TKwbgKsdIRjEFYkcz4QQlpnpTHluh6VSl1pFHJH4fRez6NQHJFkF2s3FLpe7z1L9KrlXo/wIsHg28XAkhDUa17zGl7zmtcsxZ+6OAgVhG7UpM9dxyyaYxii7i+b1zvq93o/jYoXWG9UvOSAemmui6MyA1WVWCAczz0R71CuCeVmS6+F3uu8FyPZJ1+MxdbyFhPCgUZJSVFd4yoIdc2EAxgBfB03QQfso00S8+RCOwPhqOSHEjjlpuPTy2VVr4BT8R+3MBISMGNOhufcnE3CLOdLiNDHZMaqhE7EqBnXquYdh09qIKreM+j7nU4+0fvW8S59rE3HaIU9mXP9VVzOVyYhlJASTqnlJIRUjCmUgnDaL6G0XGct8Tg6y5KxrWgaspvOvr3rnRjxK4WFEZh62lMWS6NyO6duuMMXcIPHOpRbMuvFaiMZGWoIyA1oxTTz8iR8/1avY5p3ahfH/xL7splqRqky7HTZqHrB3uY2vayzl0JRL+urOQtMZzY113WwWgfQbT3TgAqs6yB7rN1LDtBB4bAqtS89mm2tB1UIqOehOgm1SahOQW1KldOyXpuG2oyU+gzUcvI39VlozMqOPhQHW3VioThYuuNTQX3M7yiZHXXd6IQrnjQqsvO1jA7UCvuz5nzPTMPfuYuGv6MNJeTxhZOqLWF0wpoQdScdMTpxlaBgWU3nIIxzEd45ucekCcJIrrAspWhE1X7D3t+ywyoRwjgGkzh81yFi/C5iHKdB/O77ZXnH1Hzd3WtfM6591SDuUpMUZVk7Jev1AjQKsqzPqrp6Lup5uW0oCeGMlEgGwm2q3qbquvPOqjZVRrKqnoVI+6VT0OyQtJZS5zj4u1Y0kokM12JlCmZPSLdjZcqf5VqZkYqqU/f6hHDCy4Y0E3VCMX/f89LPXprzXma0HkHZUejZ7SchF2JuJpLu2HQZaiaOqEc28xJHxL9+qTW5pYYQsoOoTkJ1wiActVwZl2XNWF+dlAQUikOkA6KdEOmEaIdcjnRAtB3ia2QnETE6kXDG0JYTl+b6CuGRTqMCaMtDCeYzYzd16OHWUQIuV4iGyvzL+8VVcHKqPgOlk/7l2oxfKQol1DPYbjybHep5NcRd7pISXuSBuJEkRNZD2zlMUNuMRk15VIrquujs1KYhEKb3ZpWi9QgqmoZdty73UbQ+nKq0WHyWzJRHJiax+EhoUpK3fjE10ejlxBrIXuO9vJFOiHUp7XQJ5zs7H1iWZ1WEW2OgZIDzgBWS1lEkc3H7EUJaZaZF3/w+zPyy6Z2YkNKoqGe+Wz73sW5V716gfglITSMUgZByA17maD2CWi0QwvP/u3EL7ZYyYx5KQ2oU57o+ajmlLc54ZW1ailNp0hBNTbEDEusgu0tpi5qA1HahlTk48LKEEEBd3m9RUfGlsqqXVbtadppKUVVSM8o60sLUMTPldnRhxsaMGJQVUS5MLTHp+rSUe9RSrlE7qcqUJ9YSZYBalkF0687vt42KJKzKOFSVF6E6LpeLwzD9wNx1jYqn2PnEtNK0l6HdkDY1YPzS4aMPwe0HLvDHZXjhoh7NhaP1CKpRglP/1x9IdmF8UsDnJ9e+ch2rqDcFk5uXzbI5iNzcbpQL1d02w+QWNeXrV65ES42+t2P+uIYOJLtB5bR8weIDkN6mfOzKBx9t9x7yUGrluqaEozrQutFhNs0cgeXFXwh5HSWh8z9vIVQHrTvvIjhFcApnEL1NSRFBaZ5Ov6nDF46sm3Em3zM7j7gxn4Z3HUQdqHl/g5BKBFHPkUsKsSaiiHltlk4e0YQSUTGpmHc9tevTjEH5jtWMQZVA5Lzr6BKlikOJkne93OunrqVlg51WkpHPuJ1R9QzYbRBq88pQVordBqF2//KlcsGHYhAakO/duaJRMQhrwu82r07A7NPKUps2rDqlbNrRJhe4Kn19QbIpEUW7pXWpQxthWHOz79Defy187CUXdinyebjp6xf228VG6xFUPQ/DnzZeXNHUIakgtJttFMI/st4MJjcHiSNGYN5Yt9CyLzhtBMT1vuf7O1bYCKCv8HiWEKqjyYMzC428qudVPQeNnFrOGe2zhhQ9ESWp8VNXnWgEj3zMxAK8zl405PY6uQEHqdnrBIjm31p4WWqaPKrqfsVUR55U2n1SSdqv8et14R7DMtCE0NThW2HveNDJB5pEm2ROW9NzjHlOEUNW8HMkhFIMNPHnZcKMkzOeIV1OQW1YPkuNGSnODDSmVb2gSK39DNJhSLtRtitrbhGVulAMEoNSzveaNIqKrGaNuNus4UkpKA+LUgBqU/5MTafiV86bCGq1oPUIKtYLz/6/y30UKxOirjqBWT9RuMRyvvWC7JRDGUPjbdJ+Q1lZj66bZ5uUnwgs3clHLryjEE6T1WVaX1rztw1rS2fXreBOfiXDsjyLj66L25doKPKaVjJlEJharhyQpW5zpqE+JduoN5FYp5/Qwp1z1+k2O3Fxx27CslSGXmrx9rlK0XoEtZogtJtEuYUc7R7RsQNdN9xIjnKVCMPycF0ms4YmquoNw1oRNc+VEsoYbpW0RzK6PdwPsa2G28XcXi+nVEffQrBsSTgBXAhRB9QzhHK7UZEiqkAVgYpDocjdLZvGbfnS5BXJo63EKBZRZPp7DFCuRVQMiiTWpYw3WSEId0i5EDgVj8gak6qc8gisegQaD8t1dXObScBqss7Ucdjtsgy1y7p2R/rclG3y+qxUl/wyosV6H+TLlf8+/vjTufrtDZ85dS8u5MYKDL++O8jSKH2/Mdvm2Z7a3P27MQMzfmB7riHtP9aWhB1TLiQj2GynVJvhfgr3zuOCShnkk/Z+F7wEFwU5NWVJKggot6TR6QuqbqcP+vnQHb5KPMC07Bx/mxIhGt7v9TOm9ymqmAQj3L+vCahklCXke5FQJKGJIybrVgyIKGIxXJKoGJRLRs3vmj5m/V7J59pBKVZUjeuij6Wo9pMAKwWkZGmlsciAlZZCBqw2LEuW0AZWFsvKgtUOuiSDtZiWrx0Duw8i5ziWyYRTMohryiC6Kel+rB6HxmPSYtPuSddFmZfXb44nQieRaJezcie7Mca46je0azmCew8t060cgsyvLd51aiG0HkE1ZmD0I+COqtcxqGa/vR5oaPrtVQzKrOuYkunXt+NeuxZ3fXie34QX3pe5HzfryYxRXL6uJdnZq85WlPF3wDW8DlsrG/PAd+/dPXtKiu7wfcRR8TpvUQIKCDELogAUQMyCmEUw69bRdYrIjj0JJFWnr62EGBaqs0B1Fvqeu5aGikG58SS9bLQTwrLCar+KLGxzn9pCiSmrJY41x1oxSiJYLaKYCFFDXuOC73oL9xrnpZBHiElwhkHkgBkcMQOuTCPvRUaRVgeW1e7W5XKHW8fqwEKv09svoqVtJ8AehMh5xps0nKrnQndmDc+H6SEpKK+K9qJMK0+L9rw0K8eGIhQQ1BIh3Aebf7DcR7Fq4CcJpZWbdVUKl0R0m+kuKiFU6XX82sIoIuZYHHq7MvIR0xq9dg+pjt11ITXPIOEevSHNMGZDINREHJpgtFWRwrK6wF6P1OrTYGWwSSsNPwO6ThLLCl3kVb98IV187coCMtovYF/SdZmTHbWYQogpt46YVgR3zF12xBTgrZfWhiasdkVo7UCHWm5318llbblllUW3mAQXBbuLi47DXWZoPYJqcQh33IjSZLRb0OeuqXt17e6jhnCXtQVRa1rWVoB0oQifq6epRI51ET5CMUmm7O5H3mbt7onNW5cdfFwtK03drSewrCTQpYLdSYMAkthNy6a7KejslwaCBoIKgrIqq9KqVM+dXPbiT8J1PTaPg/LcfpayCr1SugplGVOWnXp2iGBdEA0tDGlldoLVKZfP47fyPS0YhDaFcC2zabV8ApzH1foZHDEtrTd0GVXuxiyQxbLa1HKb65qUbkolyNKy0kiFRys9KSDaMlbuSkLrEZTI4VT+m9mA9yKppAPl2hHaxMUgBB851F1y8C/XZdDYWPa2qc1tE8bvqSFfFcMKcC0CnTYd8a93ff8RLBVs9rtzVEnEZ2lYVgxoA1S8yowtKGKxTWLxxR7i7naL6se/DCGQg2W9jr+mOv+q6vz1M1VXJNBcNtQ2DfVb+RwJQ+S+Ku6+JdHoNpN4SgjKOL62MtAwCCPqCi6hyOfRUm5Iy7Vamy1X/b45CNd9qs9FH1t1zrGBo/5+Aos4NkkskqpMYZNSZdoVi4yqZ5S0Kcmq/Vx4hy7JQMe81sq28/i9JDjlZhMzIHIIcm5duiXzCHEanKcNt2VeuTa1+1i5OXGQil0KT5GTma1+963yMhBr6kfU/bM8N7F372zs2Hsu+Fq1MlqPoGggxNGmNjOQa96cEJZl+PEJyfFHruvIiBe5N1mShaU0Qn/g2Nze+I1lrCMcdPgtCkkkVRyKCAo4FHGQsSaHglGfbWrX2xcQSJelQ8klA0EF2alHFQHI50Muh43OXyoosrQVMahnRj2Pzdub+5KdedT4O6bEDQKSRGAby3J/y6ehS3IuG9euqK5rUV1XfZ3lta8zgsMBBHkcV3KuCGqKtLKuhMhi0260tau2Zsmo633hkASnkjyQcaeLubpebE4lkwglmuDdZBMzjmok4lBDiDpCqLkmaeBX3lcnWo+grA5C8f929u0CXFIIZa162rN2EXkWRLM2zZw27WYyte9my8LLfBNu0oNwtXepyZsafA2/9l5RnaLsDMFeQGtPqY7L0+ItelR7GouUofEnsEm41oAkgdZ7VVoJknila2sxnLqCqiKrGRrM4DCDw7Tb5jBBjUNG27Rqz+Ewq+6xZ5F5pWmpyW0st82z6CySWCyeIrpQbA4ujvhWO1b1W+e5ZszO0HS/NNzSc8HMXeeVpsvDMdaZrkfH8O83MH39XgfcvNww9uF11J6LxfzbZgxhbkc/d9uG75iE7zib6/Wmuo1f09f1mNsm4w+m1h81RKc363pYtSfxWxoqsw0v6UG267+vYyBRRRQRZT2YFoUml0s4DqeFIBSJO8rt6FDFUeTtuERexzFcj94zYj6jJix1zXUZwiKk7lsYW90Dmwg2UWx1v2U9jr2I3YlFlBDdhOg+7zsqr0tOWWWatEyZoc6JJsttVllzszjkEZSVopJWio4uU0p5SaplrdAklUKTMJ7NZjHfj7h6N0KXxPL96L/D7T+7wB9Xg7n4FkSDUU7wMvwZXPN1+nW3g/WCvw38Pn85LY7nd5/rgvF3gM3b6nUht5Rt+uX10oott2PF2NZWD5/n7zeXLXQg2h8T8H4fmvP3/TGECP5Atj3vb7yAd/Mx6W0stV+9PmycUwDQhFDDURakQ0V1/h4hOEZMqblt/tL8bVXtW7Zp4mkoK1Gu95fy+dEEEfWRh4XnxrYIKfLQhGM+i9acs/RIzFN0HJfwanOO0aFKgzIAIeLYxLBJqHqCEElCbikViTAptZwiRIowaUJKwqQJk5Hx1QuARYgQHYS4wAG96KSTouEO1q7KWcN1qcsSdWbcunR1ainhjyOa8bsqso/Syp6pBPr7Gs+Faw6k9qb3GuRO3/G//yXwsddd2Lnn83DTTRf228VGyxGUTTvdfBjvBsgbojtSf8fraXjecqRpfWBAX25wqNGgQINZGhSpU1DLBRoUjVKKQ0nVZfzEoUKDMo5KRpBlVT1rHiHYqlPRhGAbCQmSFKI+stDr9e9CtBntJtFECKnYk62sRdnpR1UZU/tordfXoa6uVdm9lg0l3jX2rn+NKRoUjPszS51ZVeYBCJMhTIaQKiV5tRGmTZFZ2zzbZAiRviiLTt5rmbxxKSGVbdN1PZ+XRyvhZsal4+5BKhWrE631hCNN+xjXLvdhBLhIyNdGu5ZqrgbuaeH1OeIYcSbHdVtVjU6vrDq6siIWj2hMEgJHaeNaS9eaetq3HKGTOGuNNqnx28QNS8Ajh4sNvK922ISxVRxqMeBQoU6eOrPUyVEn55JXnRw1pihxlAY51ZZ3Sa7OLDYRl6w8C01bbCm37n9OtJWXUFafjkdemiQUaSHpVP0AzWg5gnKoMMV9SK3B794TvnrdXTbjL83i39aM6zhN2zSM/TeMv6OTBTCOReNsmotl1PwmOe7jbs3Z1r9/0fSXRFP7mY/BmrP/hf6eMEqtlQnM2JXAi495sQ0vddqMfQjqSgvVVobpcjJjGmFjOWKsl1aEjnOEiBMiQZROw21kdixp120kffyrw3J21LVuKLdaQ5G9V9aVu63eJA33uXeM51vfW/M5Np8RS8X+LOX2tZXL11ZuQi0hooSIEFKWZIgYYaKEiKm2iydzmxhRYkTpPu/fyghdUVnR2jIruBaatuIqjKi6TLTxLDytDEkB7b7UCkuzaAs41mQV6+c/4nvWPQk1iXa/Nrth7Xn6C68faOdZF3m1WxMtR1ANCpzkn/BuSPPN8m6kGVy3lL9W32iMmy4fGn/b3N/bRn2hB0UHkOHMxAJmhy+aluea5ea65v01k5xu8wjvbEfg379/jT7CZgL1n695XfW1DjWRTGQeklnZJKGJoUGVuhtrqam2mrvsuG11ty5/q7epL0AuVeNvzF3XoIbAIaQ6ONnxh43liCKMCCFV2u59Cal7I59he57Yk+7iJDyFRLhlQxGkp5CYhNjwXQ8ZL9N1C5swcUVccVcixAmTUMsJIsSJkFT1JBG31JIiTPy8CU/Sq7SU4ALm3pvnWfBcl57b1/HFCPVyTV0jnfGqlbdik7fAVKy1sqcVYq0YwvyKse4r5DsWENQSIUInV/E/lvswAqwwONSpUVRS8tXrblmiTpkaZRpU1HKFOmW3NDtaSQ7RecW0ImyDMDyLQhJGhKxBKtrqMAkm4iOg5rq1AuOokt5qTde1Qo2yew/qlNR9KlFiihonVVtBtReoUnS3DxEjSsolragq51v2tksSVqR3ISRnQrsvw4vkvgxwbmg5groYCJ8WaGqCzpx2z9XhucyanWkmPAvDMv7ZTRJqWl5ZHctSwVFZYdoy8TTvCnUqbqlJxSuLRgdWdDuxGgUc6kanlFCaeEp1Tgm3TNBJxtXgtcQMbT9muKlWvhW4HJA5o5LIFyOyIulOk1fRvefecoEKOfKcNp4RT1HRJCcVBvN5iPskRNRX97st51MitHLid4HqrMmgD7h4tBxBlZjkX3n7AmTTOAvxODAPeZypzXOTNdc9eNTlGKX/784nmrRsQk11j8jsJoIzj9U8RrPU6d9+IrTxzlFv4yfLueRpXoNm16V31vOdm+OmHzdc149QriDPveV3bWm3kEC41oZ++XXnoEnCcwl5xNLGWsMN5NeWZdbbyugM5BVtUFcxpAZ16qo0xWtrKNdaY95lR9V0rMlx4076XRFqea7y5T3xfsXLVm5BXcp/YbceJkJYWYqyrssoYSJEiBImSkTVL8Z6sbCJkiLKhX/gT+Aoa85TeKQlZ4pWjsqUmfG5LD13ZsV4vmvKDes99178T/ZVppt1rgLb/H76leD5XPhzXbKy/go+ccHXppXRcgQVJ8sL+TMA5u9YTYKZ7ya3xtgdf0fujStx5glcN4v5+/ktPXO8SjNZL0Sc5vgW07cNXjIINMfBzOuvCU+TrO2Srg6ehwyNUgfT57qzWslt5dCgRpUaNepUqVGlTk2Vut2UqirrvvaG0dZw12mC8epyfUNdOdmxh5pkvjZNC36ikMs2NmEVf9LU4ld+vH/zJceYCpjj0pmjLF1Nf5pQSy5J+s/VE/MaapFPRowIMaJEVT1K1G2Lq4QIsx4nSpyYKnVbjDih8+y6LGyl2CRYxG/jnhH+97+BM+/77n+PzQQlmD8JqjnxaTnfpRe/+MV84AMf4HnPe945/+bgwYPceuut/Pmf//lZf9dyBGURIsPAch/GRcOzkFruEq94NGhQodQkZbdepUyFClXKSirUqLil13FWcHCUpq+1/ZhrHXiWgF726nESyLE4el3YZ1GYlkXIXfYIqFUUqaWAHHBQ8133GlWq6h7pek0tzzKj7mHZ3ca8lxVKyqqKNRGYrM8lPE2CMZcYtWgrT7ryFncYgaVUhtWKu+66i1TKb9V+4Qtf4J577gHg7W9/O9u2beOOO+4gm83y7//+73zpS1/Csiye+9znntPfaLnes0KJn3AnpqXg/6ctDDMV2rQqvLVnQ7Nbz26y2LRzw3R5hJSbrlmb9bReve5MGvHlOUtDg4bqnPwdlC4rqhNqJhxdL1OkQok6dWLEiZFQEidGUpWyo0qRoYOeOZ2UqbVHiBIK4kyXHBaWSwiLAensrytlxP/seM+TbM8z7VNOqoaCYpJmnRqAoWxE57y7YcNy9foC7QoN4VmuZh9iut2bY9jzWUALDf/wW1Om1SuA5/Iy368++jW43T+5xLmjBttOneL66693m2655RZuueUW7+8Lwd69e33bgJxk9znPeQ7FYpFNmzaRyWT4vd/7PT7+8Y+za9cuAIaGhs75UFqOoMB0K+lEczOOZM17s/Xv8C2dqePx6M1Pco7h6PBcHDXlW9buDl3OFzNw1NJ8MQVHuUcs9Yg3+/k9t5nfVbNQvbnU+7Jc/c0f59IvjI3tXqWF4k/6fx3P8P75r0Pdd47a5VV3X3zdEQiEQRDRBdw5knDStBN3CUiKXE4SabFxTg2V7qEdeKYD0O/ga44sOWpJPxUNteS4672r7D2NTlPdwXPONTt//a5bE96dl0+F996F1FOin87mCNR8TknPjgy5NsnCESlZD1+gq1emkMu/cOFRqbmQ179quC49l23Dd4fq7h1ooGOxzXfDHwPUd0i71T1XPMwd66iXmmNQFs3O94Wu3/tfBx/73Qu7DnKqowHuvvvuBbf5+te/zs0338yXv/xlX/urX/1qMpkMR44c4U/+5E/4+7//e5LJJH/6p3/Kq171Kv7gD/6AeDx+zsfScgQVIzFHG1ht0A9nXcWj/F2QcB/4Bl5SiH+dUP7s+cvmF8VbN/el8b8o/jFR+p/smkwSNOMffmsy4mqeEfV/zO2i7AvskC72WtdpuDq11qOrPluuWfy6tRmJao5S1agr4vU65PmcfGePLNnqWnlX1bPXPaLwpy54RGKmAc2nykl4Coi+NvM9Dd4T5pGhR6jzpXXUKVMlT9ElZn2Nasb109dc1wXCdbaZjreYq8KYda3K+Nv9Ea2IS44X8pzJ6y2VoQBnxvDwMGNjY+zdu5dCocD27dvp6enhwIED7Nmzh66uLkZHR9m3bx+JRIINGzaQTCYpFosrm6AaOBxn5BwcdH7MtZ0s30s7n/1hdgDaolgK6G4/usg+79WGBo05kaYSZcPx53cMmqXnPKxhYy3Y6c0XkUiTdDu6mKH1R4yIhVnXBBHg/KAtz2qT882vRHjtU+SoUvNFFf0RLbldA8e9l9Em4jIjimFDoZjPKT+/M8/v9Df9EvMrCMCc8uyYz5k3d+i/Vw7Se/E35Dxw2223MTw8zJ133kkoFOJ973sfd9xxBz/4wQ+49957GRkZ4bbbbqPRaPDXf/3XXHPNNWzevJnOzk7279/Pgw8+SLlcZvfu3aTTC48ts4T8dGTLYOv1O3jr3vf7jNszO+rM/72bqA1p0/1hGt+m68ShAVjzuC387gt/uDyi/oWbQq0R5ro4/GK+EKu1Y2vQmDfEPV+EySSdEhWKarlO3RdpShI3nIAxEm5YXLeZzkKvvtjB76WEZ9k052x6bXq75g5Mw3zGzAlzmvNfQ0Z9JaOB47OIa9Rdy8206DyXbG2OM97vdvUS+Zv9Ew2jb/HceN69OhPBzIf57N35Cc7vnP/PvMVdc+ONN/LVr36Vjo6OC7p++Xyem2666YwuvqVCy1lQWdK8n99Z8r/rjwfMl0DbaEqirftegCLlJneG/2UwxfRo+51kttLHFwrBzi29un/0iun6mavpQfND74/HMcfN43fx+K9Pc2J2hSoCiBFx0xaao0wJoiSIkyHlIyAz7SG+jLEmgf7YRcOdD8EbQuyVVbf0Rs3UfKUeLTN31jxz9Iw34Y05mkm2ebGi+Ueyybs4f93rHr3zMifbmm9Agt6/ORPfQjLfHBrmnBl67g2zHmPuMFivDLvLF3rvQ9jucxRgZaPlCGq5IElgcbKMzhV+S84jLS8i1fBtY0aUGiquZMYJ9LJe16zlmXEGc9ixjjvp7k1O8Rr2uULDqiY7JjMg7k/G1jGBpbYOa4pI9JwT51Mvq3rzkM0QljtkOIY5z4RXmh1slBBtxDAnRNKdt9mZe6PGLMwRZHp0mTmsW5PFUkE/I/5h2H5CNUl2/hkGzZkKGxSoKfu57hv2WvHV5bqyKus4LonNR2jztTdLBG8YuDfnw9yZDM15IEIGMa90S3I1oOUIapIS/5Fv488y8jTI5jkT/C+1OdGIX8vTU2qaczBHjQfce+i9yU8SavlSdRCy8wlzeXwDdn40cNSkNVXfJDVyQpu6W+rJjbyy7qs7iKZJjSK++6iX5eillDFVqbc+RshtiykL9nKDhTctsP4A53KgoQhOE5kmMNNqLTcRXlWR4ZQiQ5MkNWmapGqSrCZiTcICCDUpCc1zQVhGf4RberQ2n7POj7l5e155PpEXi7/nFeex/cpByxFUlhjv5/lzXBHz+d7N+RgW0vjMh7KuHtgC1SbtTT70ZePB11OJVmkQJaRm7tKdn78jNOdmTjSRXLPWbWp3S6kZXwo0cHyz5ZkEYhKNJqD5yiqNeaf9NCVLjAHSxvWOuFOA6mt+MS6hxYZQz6P+Pq753Vz9xSs9d7X+aIk314h+vvE97+cTv2ieMMebe8WMO5nfcdYuveaPP4A3uxz4P5oilcJLBemms0ksk/pmzv3SPBdMczywuZ+Cc7tfMDdtwjrDuvlwLuM9VzJajqBC2KylbbkPw4WDcMlKu4VMDd5sn6REiRoVGq7rqDluYX5YIdRk4enJgUwr0IwF+CcYMj+icOYZvvSIJ+//uV988tyK+uMA/g9GmBqsdoM5CJ8FkiCsSCWq5pGOkibCABlSinzSBgmliRJneQbKCkUg8us/dd+3dks4qpRtZRz1vV3vK0H6gwv6U4oVHJ8A6O/fml8EMjt576Mlc2dj1GXzB17mm6xIno+E57bFEGEQniZQ8ytoc7+mVm+qm6I/PwnMOTfzG8OynFs3r4v5JSVzvd5Gf2EpgvnVJW+biKqHF9klZ8bhAiwfWo6gCjT4X5w0NLi5Xx0yP7Ld/KDrb6BG0cMPLw42lqu1s4jjI4SrUftdDd5Uk5IkPC1urrVoat3m0ECzIzJn3vP+tqdN63M051824yTmlK7aHaqtw4jrdL30EMiv7pgfadck4i+9z86ZUmiqF2gAzPOdXVkm8H9nt5OI+t6u/myd9/m6uZ+wk0rGakcD/7eSTUtR16UFKdsqeF9JqqplvV1OueTKatlbp7cTxu/1vrz9Owijb/ArA/5PBdo+5cC0Fm1j2fwaXMh4TzRdeVMFzHXlnZtD78ww9+u3hv2Kiz7WN7P2PPa+ctByBNVAcIryHBeI5xrx3CTeA+w98BXjwY+6bgLZmfg/6jz3A9D649AZ9Aei5Qejk5fAfWRhue6+1Yw6Dnka7oe7ve+ZSqtltolACvOQi7ZeQlg+8ki5df+9TRCik4ivLdV035MqDhngwiE78xDnPuzy0kGTZd0gLf1pQNO9aoozx8WKqwCaLtYGniutgedUm9+ld2acSy/S/ClTz9vhWcOmW7hZAV1NaDmCaiPMbZz7XE0LwVEaV0lp1bo0te0C+iPQdU5TcTtQszPNU6eKIE2IjCKsDPJbnbqeNkgu5eso/Rp3TFl+rRIrORO0xVJW18wkkOYPaOeN0hO5XMNRn3nTpB9y6/qatRFmgJiPdMzrmFQktNzuFgdBGUEJoZ4pYYj+tqrcRtdroCwGrWThdooNUEqY3r//26lzJyfySr8mjU/j11p/qKnulfO1WYSN5fA8ZUStj4BhkeBaKLo9qtqjRvulfuY1WQaQ+Ohn4fZ/usAfN+CFFzaEatHRcgS1WJCuOdnZXSxqOHM64FnVUedVx32Ksuq0vdiFdjdV8D4W3ZjXFTH3A+radG/+QL3ulDx3g9dJzTeljda8/BqhaZF67hRtfZZVrCWi3FfN1kfKJRhJNhtJuuTT5lqgl876PB/UEMziUMAhr+qzOOSN5bzRNougoJZnERRxKKi2EoIYFgklSWziqh7HUoqIRUyJjJWgYjBye7Nzlx2/n1ianab+yYm8uhdX8u6vcElPx5QwtG1tHchrop8BR22v19WbSk2g+nnRv9dtdXfZI9+q0a631URmkpcmtqixLqIITb8XevuIu72f+LQLLwTuepM8m0nYT9jm++Rdf33dzfeqOQ5owlw+V1um+R6bySxmQoupUDSfW9ToE5rx/v8PPnbbOR5ME+RcfBf228VGyxHUCepcxRH3JY+5L7+lOgObpHrZk1iksEmpMo1FGpuMkjZDLiYmEMGmA5uORcgocgxffcXndnAMzdoU8LKIzIGVumPyf9lJE9J8/mvzBTX98zoArUVbfEsZR2kgKCpC8JdCxZwkSejlgrFNQS3PqmVNQgXVQWbUs5HBJmU8H/p5SWPTT5gtxnLafabk85XEJqGUhQDnB2GQV6WJvKpNxKaX9franGWT+ORyCcfdh0mimpxNAm4mb++98t4nXQeP+MF7t/znNhdne0L8LkLzb3kZnNqtOJ/yoElfn2MUi8NsPMtfXZloOYIaIMz3WKviStJdIkV2UuWmjqyAwwQOx6i7GvAsDjmlEeeUJLDIYtNOiHZsQ+RyByE6VVsHIUVIIaKL3CHZWCrADplF3fPSo45wr28OhxnjmptWSkHVNaloQtFWSVF1LAlD8UgapGC2pVQ9i80awi55pFWZaiKWBCvDpbqaYRmWZHK5D2aVQQ9nWK1oOYKyga5F9iU7CGYR5GgwjePKDA0mcZjC4RA1pnCYosGUWj9FgxgWHS6JSULrMCyzdtUZZpo0b7NjbTWtu65IoTSPBTJrkIwmGE0+ORrk1LXJKXIxrVQtGVcsurDZQJiMuhZpZcVIsvEs4ngLEUlFCPIO5AXMOjArYNYRzAooCCg4siwKKApBUUBJQMmBMlAWUipCUBVQEVAFakKKdI9BQxjasphfQ7cA2zLjTBCydGxJiSVfZF2GVRmxcONH4aZ1ZhkylkMLtlm+v9H8txb+nbnd3ONYaD/Nx6bdoZbVGs9IqyCklLDVipYjqJKAH5YdMpZF2oaMBW02pCywL/DhtLFow6IN+7ySMQWCPIIpRWxTBsHlFLENU5sTyzDdUkUEIaT2qF2Wpv9cxyB0gNrsiOZPZdXH5rkk5Nx5urPz3AHaHaJdKzp4L4Ckz11qua4vTbKaaDYScokn65YhsspCaYXBxkIIKnhkoskl7whVQs6BnGrLCbXsQE4Ioy5LgIx69jI2pC1IWRYptw4p9UymLIseGxKWJ3ElMcsmakHMQsZVVGl2zjqRwQIsy3+vXReQ8FxQDcARuO6qhlGva/JTZU0Yz4PQy942NfV7vdwwS986QUmo/TjeukbTfsx9m/vy/q7j1ef5u3VjW/N3+jga6tqYxGzWNWnbxnW18RO8+T5Zlr+NecqzPnvnsI35N23LjDGZ52D5FIswELVwn58o3nMVtywSFiS12PD65OrMSG05gso78JczTlNHI7XVtAXttikWHTZ02tBpW3Ta0GVDdwi6bItuG3pCELtAYrMMYttwgecjlL9YZ3VVWCibS8ea/EFw00/dfBZmMNV7cWWcqTmgbAbvw1z6rCoNIQRl19rwpKSsj5Kj682ltEyKar22WApCUFREVDAsnBCQVgSSdsnFchWcNlV2hSyGdJsNbZbt1vW2F/q8tCZWz7kIYSR1KNJy8FuielnGcFScSZgxJo/0zQQiWDhVfL53z8SZ1pnvr/6bjiGNJiXCVB5q2voWUMGzzAtCMK7fG2XNv36V+k5bjqB6Q3B339zDagipDc84MK1kyhFMOTDlwKQjeLQGEw6MN2DccZhwYKwhtY5uW+67x7boDfnrPTb0hCx6L5LQ5oOFl5W08FdPWg8NIeS1Fvp6y2s97ch7kHMEM8ri0EpEXgjDJSbLopDaX9I2ND5laSQtS9ZtXI1Ql9oySYZlW8rW7bZrvaQNSybawqRSd2QnUxNQdZRlYApe52XC1PJdq8BSbjGjDFtK67bk+tUKy/Ky2lYR77LKTmZR0XIEtRBClkW7sqA8a+bsN1YI6dIZa8CYA6MNoUo41hA8UIVRB0YbDmOK3JKWtMJ6bOi2LXpCKOtMWmkdNmRtyNoWWaV5a/dPZBk7SkcIKkLGQYqOtjhkabq7NNHPOMIlnKkmws8ri7VDnW+7bdHunjdkLVgbsmiLSOtEusRsMpo8VJm0ZPyilVFzIN+AXF2W+Qbk6zDbmCsFJcWGusZNZakBZUfGoypKAKK2dNdEbBUbsgw3leV38cFcLb8hDNeeIrZ6k9SE/H3EJC57Lok1i0l4bsynWfDI0XWpNdXtprpZmr+fs26etjmuOdMdZ/ndZvMtwzxuu6bH8FyfynNx45n708erj928Ju59UPclannPRsyGuCGR1em1Oy+0HEHlG/DFU9ARgc4IdIWhOwrtYXmjzxeWZZG1ZKe6RbaccXshBNMGoY0rQptUVtrhquzAZwTMOA7T2t2kShszBiHF9Cu7LyPeC+f7+/hdD9pF0RxnqCnTvwpuIL6O/Htx5losaeXu0rGVdhv6QhbbI5JsJBHZtCuXadaWSkGroe4ot0YTYZjLs4pkZg2yyTfXjba6gExISdirp1U9HYKUksGYvLZ6ORmSy4mQsgSNesxW938JOxqTuGqOn7xqTcTWvGxadTo2ZLY5+OuOYQE6TetFU5tJrnXAcfzrzOdcGL8TxrIj5neZNS/DPGUTy5wr6Wic7U0w/54+9+Zr0KxY6HtSVRZ2WSk0WsGx8J61ZGjuM9oehmxYlv9543me0ApByxFU1YF/m4TJOkzVYLwGEzXINeSN6IlAb9Qr+wzpNyRxgYmAlmXRoTrsbbLlnH8rhKCKzuDySjNwXRce+TTm/N6vDZpBXxsvs0kH2qOWdJ9FjfpSZzkJIV+qgrYi5rEsSsqyKKkXr9xkaZhtJeMFNX+rSakh5MuaCin3nqpnVKnJRL/Ea2OQSfpf7LamMm7P1a5XKrTFE4Pl/FpGgEVATT3zBUMh04pVrg4zSqbrZ9/XSkXLEVRXBL501dz2uiNJa7wGo1UlNRipwoN5WZ6uwumKLBMhSVQDURiIefV+Y7k/Kq20xfLbW5ZFDKk1rwQ4Qj7gkzWYqkuZrsN0TZb64c+pFyKn6vkGzKoXpdCQZKm1vJSyKJLKikjOY1nE1XJ7xKvHm7Zpruv9R62VRSZ1ByoNKDeUpqzKmqMy4oQsXW17oVgUSlEx3W62Vw/bRkzKluK691QZClxGKwoRnQx2Ab/96N/A7X97gX9YwAuvu8DfLjJajqAWQtiWFlNvFK5MnXlbIWRnqwnrVFXK6Qo8MquWFZHNNuQ++5UV1qsss+6IlC4l2pTOhqWWvlydpFCuvVKTpWJqWLMNSSQzTVrWlEFEUzWYachz6Qgrichz7DDOdVtSltkwtBlWSNqQpXRhLSaEkOQxW4fZWpOotkINCrpeh2JdthVVvdgw6nUo1SUZ6VIgiTYaki6/aEjFoWw/mbixF2t+t68mroaAhtOUZKHaNNk1lHuvpuqaCB3hEVW4idg04dl4pRsfMo7LrFtmHcP6b2qjeb06r/m2B/+7dabXrJnITTfepXLxNZ+beU30tXNjejrOZNzzmA3xsFcmlaRUmYlAW1SW2aiUC3m/3v8e+NgHzv93cJlOdVSv1/nYxz7GkSNH+PSnP73gduUGPDQO/UnoiV/YzbEsaRl1Rs5OZhXHs760ZaaXHy94Lka3s29IckiEPP9w3JaBzpjldTxucJS5ZOamvQpjvIiSmumfVr5p7aPWQXf9t8wYiPZRpxWJtCkXVlcENsUV8UQ8IupUJNTq5NLQrr+6RxCaJAqqza2fY5tJQmFLdgbpCKQiXj0dlstuGYGOGKxNeZ1JKqKegzAktIT8ZStdX2cBMtOlXm+WZqxJx3jMujCe5TlxIcUCze0ssD3MTzIY686W6DAfuS1WkkTzuZmle23nucY1x289lxvyORwvK0VTPdOzNcgryVUhV4OZqny+2qPQGYOuOHTFoDsOPQnZR/Ym4I2bz/FkVhiWjKAKhQK//uu/zic/+ckzbjdThbf8CE4XYaIMnXFYk4SBpCzXpGQnMZiCwSSsTcsbdqEWTcyG9XEp54qGsmC0b1gThyaR5uCxCYGRtcXcjKmI5WVbRSyldassH02ErZBKXG34O/3iPFJqXm742zXxmO0lo71Yly93wtAwkwY5mJpnSrWlwtAbh1RGkY6xTi+77ZHLK1NKa/qX0zmvdDhCEtdUBSYrsk+crEhyGyvDvmn48emAoC4a2WyWrq6uedd9+tOfdq0qe3aMh18n2+sOjJbgVFHKiQKcLMLPR+GEWj5ekJ3ZoCIuUwZTXntfYvF88CFLatYraVyTRqkO01WYrvjLGUNyVaXF1by61u609QEeIWiySDYRibYutIXREZP3Q1sXSdPiaF5Wv40tozv1UsHR2rSWunLDKWk4XjyqWcHRMF1szRKyjfiUUdfrzNJ12a2SaywM604vnwt87sYWuha2JV1+bVHYkFnuo1l6tEQM6pZbbuGWW24B4Prrr3fbw7a0mNacxU1XqEmyOlbwSOvxKbjruEdkkxVpCg8qK2xNUroR+xJSehPSEuuKy460FawUDR0rKdb97irTJZCv+Qlmuiq1rqkKTBl1R8jza49CuyqzTTKQVC+Fcnllon7XVzoi/eqrCUJApQ7FGhSqUKyqcqHlmmxrLkt1VdaklOteWa7Lv1F3VFwiJAk4osSNRxkEYsZxzGN13WuGi8nR8SnHiFWZ7junqRTePsAfU7Ga/vZCdQ1zeU685wwkcU5xpCZXoVkXzL9/c0zZ2Qhnof3o62Amp9i2EbuzjYQUdQ+jIYiFlYQgHoFkBBKqTEUhE1MSh2wc2uOQTUBHArqS0L6IyvRKR0sQ1MUiFYFt7VIWQrUBp0vKCitI4hpR1thISZrLE2WYqMgOPh2RHbQOWJpxhXjIy4yKGC43/R5ov73PL93kk9bjVGqGb7rSUGJkfpXqsh4NzR9QzRgkoglmS1YRUFSRUQw6otJdmliBFkm94ScKkyTMtuayVDOIw1g224tGPWTLDiQVlZ2J7lBSUUhG5y6notCdMjqgqFc3JR6WHVVCdVyRFrwHjjM3pnImYjCxEEGcadm37gy/bSaZBRMvrLm/vVCYVphpyTYrAPWGZ/XWGupdVu9rRSkjWkExn9t8BY7PQH4UZsowXYLpMkwWYaIo12fj0JOC3jT0ZaA3Bf0ZWJOFgQysaYO17ZLQWu1ZWkwsGUEJIfjyl7/M/v37efDBB9mzZ8+8243k4fVfgPXtsK5dlhs6pHSnLvxmREOwPi3lbGg4fhdXruqPl5Tr/kyp5he4OfupOavHzeLS8aWQLCO2JL+YkrhBiK1k0c2HhiNfvtkKzFbnrxeq3vJ8ol9gX1tVdgApgyCSJolEJQmkmgiiIwGDWU9z9ZVNRKL3FV5lVuH5wA40dhemm285HomGA1MlGJuFkVkYnZX94uk8/OQwnMrByRycyMn3YzALB96/DAe6BFgygrIsi/e97328733vO+N22QT8xi44OgXDU/CjQ3BkSkqlLolqYydsaPeIa0MHbOyQGsZivGghW7m/Yhe/r1aF40iyyFcgV24qK7I0Zbaprn+r65W67PgzMdnhp6NemY55loduG8j420xptlZi4dWtJZ4PtHbvCDUbw1liLOea9WYqWL7lZpeaWLg+Z7sFftt8Pmda9q1beNUZYVphrhtTx+Bsf+zO1m670PKRdsiWynh3Cq7oO/O2xSqcmFma41oOtJyLLx6WBDUfcmU4Og3Dk5KwhqfgwRMegU2XYW1WEpa2wAaVKTzYJk3lntTK1ZSFkK4EbV3MVv3EoUkmV5Gug5mSKg2ZVm35irQesnFJKm1xzzfeZvjIMzFJ/HpdWpGQJh1dT0YuLxKp1aFQgUJZlrMlFacqe+3FilGvyuWSUWopV6FSU26hmnQTVevyb+gECu1achwjLmLPHw/SONvYn+b1c+aws+a2607eNtY1JxeYy/ORw9ncf2d6jM73GVuIJLVL02lKSmk4ynXXkH8rbMQIo2GIhCEWUTGmiHLdxpQlH4VkDDIJSMeltCUhq6Q9BR1p6MpISS6CApyMwtaei9/PheLFL34xH/jAB3je8553SfbfcgR1JrTF4ep+KfOhVINj0x5hHZ+BvcfhG49LLWNkVvp52xPSt9uRgM6kLLNxpd2rjjceVq439WCaAWsLf3C6YWRfmf7ouiprKlur1vDqWip1rzSlbPivzfiJhWdlNBNGNu6RSzYh/dTZeJMkvPpqCcQ6DpRrqsOvyHq5qkqz3lRqcnCJouYnkGLFkKqfdISAVBxSMaM06smYf30mDn1Z2Z6IGhKTnZzZ6UXDSiIqeSLkBeTtVTQtU6vDUe9wta7eXfVuVpUiUan5nzv9jMwacuAUzBSlTBdgqgATeSmWBb1t0JuFvnYpazpgTaeUwU5Y2yXXt6IL9q677iKV8mewfeMb32B2dpaHHnqIl7zkJVx33XV85CMf4brrrqNYLHLrrbfy3/7bf+Pxxx8H4E//9E/ZsGHDgn9jRRHU2ZCIwLYeKQuh4chA5OgsTBUlYU0pq0JbJqOzHnFUVam1LU1MZnquO82Myuwxs7IittK8bIjHVOZW2J/FpZejYRVQV8H0uI6ThL3YSWSFWn8gO/ViBfIlyJVkmS9BrijL2bJqK0uLZFZbJ+Umy8Qgj1JV3qN4xOv047pUHX8i6mm7ejmu1sejkkC627x9mCSSiiuyiXnLqZjUpAOiWN2wdYw4cmn2XyjDWA5GpmF0Bk5Pw6kpeGQYvvMgHJ+QkitJwtrQAxt7VNkLQ31S1nTOJbCPfrTG7beXLvDISmzbdsqXUW1mWoPMKdi7d69vG4DXvOY1/PjHP+bOO+/k2muv5b777mPHjh389m//Nr/2a7/GW97yFiKRCM9//vMpFAr09vae8UgsIc51pMDSYGDoerb+5l6G+mCzugGb+6V0twWdwnKg0ZCkMVOQL8tMUZJKTpGLr26UJhHlipJoomHp9sgkoC0hS1eUWySTUFZHwrNA0gZRpOIqTqUsldhl5l5cDgjhucMaDS/LTyttjuN3m7kp8E3xqDPBdCm6qe6W3z2oLUg3fmR729q2F0daTc9DuQrHxuHoOAyPKhmDwyNwaERaZaV/8ba/8cYb+epXv0pHR8cF/b18Ps9NN93E3XffveA2X/va17jyyiv58pe/zI033jjHxffDH/6Q+++/n/e85z188pOfpLOzk3/8x3/kq1/9KvF4nGw2y913383Pf/5z/uiP/mjBv9NyFlRvG/zlG+HgaXnxv/ULWR4ckS+HSVpDfZ42sb5ncXy6qw2Vmt9S0QQyo+ozBc8Fod0QZjmjiCUdl370TMLzqet6W0KSzvoetZz0yMctk3IfkZZ74pYPtRrkizBblBZjoSTrhRIUy15ZqihXZFnFq6pQVS6mak26nkypN6CuSjemUjdSpBtN5Tm0gUcIIdufZGCpBAOTWHS7Lx51BtIwkzJ8caJ5kjE0ETYacxNGNFFaFoRC3kDlcFi6Sk2JaDeqKmPK0o5pCzumXLBRSCUgGZdlKqFmyE/Jsj0jJZuWZXiRn/F4FLaukTIfipXF/XvnguHhYcbGxti7dy+FQoHt27fT09PDv/3bv/HSl76UgYEBTp48iRCCN73pTfT29vK1r32Nnp4eHn74Yfbs2UNXVxejo6Nn/Dst111EwvDinVKaMZn3iOvgafjFAfjf98GRMTg2ITtA7cMd7JQ+3e426GmD7owMUpqdZyJ68a4aocZD1BpecNUdHzFf/Szrag0vQK7rzT5vM25ixke0O0y7x/JleYzpuEci+tw1yWRTslzT6Q/mtqe89W2J1vSBLyWEgHJFkYgiE00os6rMFyTh6DJXWLg+W5T3O52QHV1adXzppNcJJuMqAK/KRBw62mQHGg2rUnWwWnTHGw55nbLuoN1ZJUILlGdoW0n3XxhEZZJ0w3zPDEKvKqKv6GQVFZssK8WgWFZSgpFJda+N+zwzC9N5KbmCvHddWehul9LbCX2dshzohjU9Xpk5yyQE54LlUMxvu+02hoeHufPOOwmFQrzvfe/jjjvu4O677+bo0aM8+eSTvO1tb2NmZoZ3vOMdvOhFL+I//If/gG3bfOUrX+GBBx7gqaee4vd+7/fO+HdazsV3/fXXs3fv3vP+neNIf+7JSSknJqVfdywH4zlZmpZDviQ7+4YjYw8R84VU2p+ZAeRqlY73wNca8u+6GlnIiEGpiUJDIX+gW68Ph/z1sI5Zhb3fR0L+oLmOmehYig7G65iJzhzS7rFMQm63GiCE7ES0VaEtC21V6M5EWxjayqjWjbphdZidUcX4XaliiPob+u9FI4pEDDJJ6zLp16rnlEloS/vb4hcxh2SA1oTjSMKamIaJGRibgtFJGJ2CkQk4PQEnxzyJhGFdP6xXsnENbFqjykFJcOf7jCyFi2+p0HIW1IXCtr1MmGuHzv139YaX2msSkIZ+Npq1SpNkgk5mYdRq8oXNFWRpSk6163V5VdfaqbZMtJViW55lYVoX8ZjnktEuGu2u0a6baFhum03712t3jm5LxAyJ+/9WaAUnqARYGti2tHI72vQXvBeGEDCVg2MjcPQUHDkFw6fgF4/D4RNw6IR0Ww4Nwua1sHU9bFkHW9fJen/36u97Wo6gZmbh01+DbRukDFzim6Ctl0WwtFclhJBEMpWXL9NUzqtPG+W04eYwpVKDtpQkBl2a0qbKdX1yfbOVoa2TVBwiq8QaXGwIAdUqzM5CoShdUUWjLFegVIJyWdYrFa+sVJQVWVGWZUXuq1qTZU3HuWoqrqXjXHXlMqt7sSpHJ1A4/uSIBefKs7xYkZvwYMSMQtpNqV2XEVmPRmQ9EoGocnNGo1JiUYjFlOIRl0pGXEsMEgmleCQhmYBUClJJSKcgnV7aZ8yyoDMrZde2+beZysHB43DgmJQfPwSf/SY8fVRa99vWw45N8E8fWrrjXkq0HEEJAfc/Bl/8Njx9TGrSQ2ulFqFNX20Sr+uDno5Asz0b6nXPapnOy9IlmHmIZzLnldN5aT10tEFHxtMOzfqaHi9I3NHmDxqnEqtfy7tY1GowNQ2TUzA1JetT0zA945UzOSnT05CfhVxelvlZSUy2LTvZZFJ2uMmk1xHrjjke8zpq3YnHYtDWZnTsMY8AdOcfMSRskka4KWZlEM2cDDzjGWgmLx0v0gSnCU+TnyZHTYzVqoodKQLVJGoSbrksr834hKyXypKkdVlUUihIUi8U5Yf6QiF5HdvaINsGbRlZdnZAR7uUrk7o7pLS0w29PbJc7OQIkO/T9VdKacZ0HvYPw/4ji/93WwUtR1DtGfjMn3vL+YI0dQ8dl5rEoRPwowelSXxsRHaqXVno75JByI6M1Eg6MlIbT6mU5aSKx+iMHT2ViZlp5DS9NK5W2FTqbKHmVNpmmGmz846qb+q4zQwl/bKaCRTNsRMdK9ExEp0BpoO42n1WqUrrRJOGJhJNMu0ZqYXp5c42dQ3Vuks1DmS1QAjZ0WkSmZmRpGKKJh2XiFQ5OSU70Pas7PzMjrA9Cx0d0NcL27bIjjLbJjvPtoyUTFpaAdHoMl6AVQIhJMHlZyGXk0qAvqdT057y8OR+GJ+U5Dc2DqNjMDEp71d/H6zphzUDMDgAg2tg/VpYt1aW2eziKWztGXjmTimrFS1HUM3IpKT5u5AJXKvB2LQMQI5OSsKanPEshOMjXmC9Wven5QqDaPTgW3MqF60dmqm1bjpt0/gLmP+TA2ecl0zMfVib5wiLhL0MLF/cRFk1ZpaX6w5TabDaZZaMXx5WjHZ1aS26WvW7q5qXazVvO1PzLlc8rbuotGtdzhakxaKtl1xeat6xmCSP9qxHJB3t0N4u27o6YcuQR0CdHV49k7k87k+rw7I8d2BP9/n9ttGQhHV6BE6egpOn4cRJeOiX8K074ehxKbYNmzZ4snmTfC62DMH6dYEbuxktT1BnQyQiXUxrlnE+qgDnDyFkR+9aHTm/1qo7ftONNavcMbOz/jhLqSwJpVKRz4N2X5lxCV2PhL26dl+Z7i7tBkvEpausp0taKDpekUl78QptxaTTl8a9s5wQQlBVhF0qQaUiXCL3XGtCut5qnmtOW/5yH97+TK+BbcSYQiHtPrRct2IspktL3ouEbLNamMVDIWnp9vXCrgUsGiGkFXb4iJRDw/DoE/B//hUOHoZTp2Hjerhiu5JtstyxTT5jlyNW2WsVYClRKnnuKlem/LETLTM5oz4jCUhbHaZo338mLWWgH7YZpJBWQW1NGjronUjITm0ljddZbAghmJ2FyUnB1JQsp6dhelowMwMzM4JcTkjiz0M+L7cvFASFgiL8oqBYlPc2EvEsiljMcolDSzhsuYkLmmxChusc/LOlu25xx0uwcBMvakLGkgwSrFSES5C1mjyOZBKSSUve/ySk0xbpNGQysmxrk/W2Nmhrs8hmZdnebklrVpXx+NKTnWVBZ6eU666du75SgacPwr6npBvxO9+Dv/kE7H9axrt2bJVktWMbbN8KWzfD2sHV/cy3HEGNtM5aLwAAISFJREFUjcPb/kCavxvXw4b10pe7ZiDws18KCCE7Kx0P0TIxObetOXYCXrykWdqz0mWxa6ff7dWeldLWFrgzzgXVqmBkRHD6NJw+LesjI4LRUcHICIyNCcbGBOPjgvFxeU07Oy06O6Gjw6KjQ3bK2SxksxaDgxaZjEUm43XqqZTs8NNpSCQsmVgRh1CodSwWx5FkVSxKQi0qS7pQkCQ7OyvI5STp5vNw8iTs2+e4xKxJempKkncopMnCorPToqsLenosurul9PZCX59Fb69Ff79FdzfYl/ijbLEYXH2lFBONBhw5Kolq31PwyGPw5a9LMpuegaGN8Nj9/t989KOnuP32wxd4JAVe+MIL/Okio+UG6l555fW887a9DB+VZvDRY3DilPTtZtukCd3TLaW7U/r4daZNOuVp1FLr87KOIhF/Kut80/83uyHctFdjVL7OXopEZPtyex2E8DKWcjnPPWZaMVNTCwfpp2fkderq9OIiZl1nLZnLup5ILOOJr2A4jmBiApdsRkYEp055JCTrsszloK9Pdpb9/RZ9fZ709kJvr+V2rF1dy2MZrDQIIQlOW5kTE4LJSRgfFy7hj46ilAB5L3I56O2FgQFJ8mvXerJ+vcWGDbI9HF7a6z87CwcOwe5rvLZgoO4lRDIJt751brvjyGyZ0TFpZekMGt0ZHzkmLQE95qNUlm4CnZ5aq81NafUlLyww55djpLvqrDqd2uo4Xjqujl3o8RdmXKM5BqIJb74pZNw0W+UCqTQF8HXsxQzYh8OSnLNtMkvItFS0bNtiWDgGCbVnA8t0MVCvS9LxOjhp4WirRxPOqVPS0mlrw0c4AwNyeedOWy1L6eq69Jr75QbLkhZjKgVr157bta1W9T2EkycFx49L+eUvHY4eFRw5Iu/zmjUW27Zpsdm+3WLHDot166xLch/TaT85rTa0HEEtBNuWKZz9fct9JB70GI1q1Rv4WCr5SaV54GO16p+Es5kkXV++CiSbBKcHF+oxLpn00g8uXE1oNIRUZkpQKsm6diEVCjJ1XLuMdOxmetqL60jtGyYm5LqODs+i6enxCOhZz7Lp7/dIp7dXJgWsRpgOmVZOajhfRKPSUlq/fuFtajXB8LDg6ael7N/v8M1vynJ6GrZts7jiCpsrr7S48kpZbt689FbXSsKKIahWhCaTeBzalvtgVgHqdY8YZmeFL96gA/iaRDShaHLRwXQ5Y4Jws/p0XYvetlyWFqoOvCcSFglF/jomk0zKALuO17S1wbp1Nh0dMp6jYxddXTLwvhIsHWnp1RkfrzM52WBqqs7UVIPp6QYzMw3y+Qa5nEM+36BQcCgWHbesVBzKZUGlIqhUHOp1oZIbhOttaIaeKSIctlyJRi2VoWcTi1kkkzbJpE0iYZNK2aTTNplMiExGlu3tIbJZKR0dITo7w3R0hOjoCLcU0UciFlu3WmzdOnddLifYt0+wb5/D448LPvvZOo8/Li3qrVslYV11lUdgW7bI63S5IyCoABcFIWSHr60Kf8aYfDGbS2mRSBLK52U5OyutS+160SSRSlkqc0tmb0ky8Qglk4HeXlvOlKCy+eJxy12OxSw3TdlcTiSk5blatPx6XXDiRJVjx2qcOFHl+PEax4/XOH3alDr5fIOOjjA9PWE6O0NuR9/RIQmgtzfCli2SGFIp20ceiYRFLGarjD5bxWItIhGLUMgyYrgWQgjXO9BoCOWylmRWrUqCk1l6DqWSoFj0yHB2tsHsrCTJqakGw8NVZmYkiWpCnZxsMD1dJ5UK0dUVortbnlNPT5je3gi9vWH6+sL090fo74/Q1xemqyu8bEpEW5vFDTdY3HCD36dfLErieuIJSVxf+lKdJ54QHDsm2LDBYvt2i+3bpatw61aLLVtsBgZWz3N7NrQcQZVKcP/9DuvWWfT1tVYm0WpHvS6DxRMTMitsYgJVzq3r4PL0tHS/trdLq6K93UvvzWYtsllpeaxfb6sUYHxZZJmMlyqcSFw+L96FQLqQKuzfX+Gpp8o89VSFp5+ucOBAhVOnavT1hVm3LsratREGB6MMDkZ4xjOSbkfd1xehoyO0JO+UZVluAtGl+nuOI8jlGoyP1xkfbzA2VmNsrM7oaJ3jx2s88ECRkZE6p0/XOHWqRqHgMDAQYf36KBs3RhkairJpU4yhoRhDQ1EGBiJLTmDJpMWePRZ79viJq1wWHDgg2L9fugh/9COHz35WcOCAw+wsbN5sKbEZGrL4/d9vua58UdByZ5XLCd7xjirHj8vOUmcr6ZTPri6ZOqtTaJtTZs1xEq0+uO9SoplsxsdRpax77d5yPi+JRqfaaveVrm/fbtPVJes6PbejI8gcW0wIIRgdrfPUUxX27y+zf3/ZrQ8PV1mzJsL27XG2bo1x9dVxbr65na1bY6xbF20pd9dSwLYt2tvDtLeH2XK2qcOBctnhxIkaR49WGR6ucvhwhe99L8fhw1UOHaowM9NgaCjG5s0xtm6NsW1bnG3bYmzbFmNgILKkfUk8bnH11RZXXw3gn2w0n5fkdfCg4NAhh0cemce3ukrQcgTV12exd28ckAP1Tp+WKZ86HVcPQjxxwmFqyhtsqEs90LBQ8Ab3ydiCF2PQyzrekFQDP9Npyy3l4L+5AwH1NqkUlzS4KYSQ84KpAZXaPea50uSYDh2o1xZNc9Bekoscx6HrfX1w9dW2265JqL09sFiXAkIITp2qcehQlYMHKxw8KC0hKWXCYYvt2+Ns3y47yTe/OcX27XE2b44Rj6/iUZmXGPG4zebNkoDmw+xsg4MHpUX69NMVfvazAl/84gT791colx22b4+zY0ecHTtiXHllgiuvlPdkqZMcMhmLa6+1uPZaaCav1YaWIygTsZgcX7Bhw4X9vtHwBveZQXVNYubIeXNE/diYozK45sZJPCKUwd9Uyot76PRyPXWLTiU3x1lJn7wn1ao3hYzMAvSOLRTyRsZnMp4LTY+G7+y0GBqyue46fAF7HbQPyGZ5UCo5nDxZ49ixKsePy7iQ1tqHhyscOVIlnQ6pzjLK5s0xXvGKNrZulZZRZ2dLv5arFul0iF27kuzalZyzbnKyzv79Zfbtq7BvX5nPfnacJ54oc/JkjS1bYlx9dYKrropz9dUJrr46ztBQbEUkzbQ6VvWbEAp51o43l/jiQM9VVih4c5Xp7DD5eQDhTuPSPNu5OTWMzGjy5iDTlp4M4gcPeKvAcQTT0w1GR+uMjtYYHfViG6dO1Tl1ShLSiRM1SiWH/v4I69ZF3JjQVVfFeeUrs2zcGGXDhijp9MrRfIUQlEoNQ+pUq45KfpAiB7fLZIlQyCIWCxGL2cTjIRKJEKlUeEW72zs7wzz72Wme/Wz/pHjFosO+fWUef7zE44+XueOOcR59tMz4eJ1duxLccEOSG25I8cxnphgaiq7oa7AcWNUEdSlhWZb7/RzVspyHE2AeCCGzxgoFxyc6S0xniuVyDfJ5WZ+ZabgZYzMzMltsYqLOzEyDTCZEb2+Y3l6ZLdbfH2FgIMJzn5tiYCDiJid0doZaviPK52scPVrgxIkSJ04UOXGiyOhohbGxMmNjFcbHK8zMVJmZqZHL1QiHLZLJMImEJJxo1FZkZLuWeqMhcBxBve5QrTqUyw0qFYdCoU6l4pBKhchkInR0ROnsjNLZGaOrK0Zvb4y+vgR9fXH6++MMDiYZHEySSrV+95RM2uzZk2TPHr/VNTPT4KGHitx/f4GvfW2aP/qjE1Qqgmc8I+mS1jOekaSn59IMYvzoRx/n9tuPXOCvS8FURwvh+uuvZ+/evct9GAEuARxH+MbVmFIqOcoN61Auy/E2Zr1c9tKS9bJZyt97+9J/B6TrRo+vkWWIdNpW4o23yWRssln/uJuuLp2OHV5xAyrz+Rr79+dceeqpPIcOzXL48CyFQp0NG1KKDBIMDibp74/T3R2jpydOV1eMjo4obW0R2toiRCIXF/uq1x1mZ+vk8zWmp6tMTkoZH68wOlpmZKTMyEiJ06fLijBLxOMh1q9PsmFDio0b02zYkGJoKM3mzWk2b86sCAIzcfx4lV/8osgvflHg5z8vsndvkbY2m+uuS7okt2tXgsHBi0vICKY6CnBZoVx2XKtCWxZacjktjlvX1kg+77dWSiWHREKOqzHH2MhxNpYaa2OreJ5Xj8VsenrCxOO2O7gzkbDdwZ5y3JM3VkfuP0QyaV8WbtJGw+HAgVkefniSRx6Z5rHHpnn00WlGRsps3Zphx442tm9v45WvHGTz5jSbNqXp64svqZUXDtu0t0dpb4+ybl3qrNsLIZicrHL0aIEjRwoMDxc4fHiWu+8e4eDBPIcPF2hvj7BtWxvbtmXYtk2e444dbQwNpQmHWy+ZZO3aKGvXRrn55nZAKmyHDlV44IEiDz5Y4r//91F++csS9brgmmsS7NwpEzGuukqWXV2XX3d9+Z3xZY5i0WF0VI4XMUWOJfFkcrLB5GSd6ekGQkB7u9+yyGZDtLXpus3atREymThtbTZtbSEymZA7I4C2VhIJOwgcLwIKhTr33jvG3XePcM89ozz00BT9/XF27ergmmva+Z3fGWLnznaGhtKEQq3XUZ8LLMuiq0u6AK+9tnPOescRnDhR5Omn8zz1VI79+/PcffcI+/blOHGiyNatGZ71rG6e85wenvOcHrZty7Sc29W2LbZsibNlS5w3vtFrP326xiOPlHj88RJ79xb5whcmeeKJMqEQXH11gj17klx7rSSwK66Ir+rMzpZz8W3YsJtXver/sn17TKXaxhkcjAQZaWdAqeRw6pQ3Y4AenHj6dJ2REbk8OirLel2o0fZhenrkiHs9Cr+7O+yOyu/q8qaTSSRW7wuwEjA1VeGnPx3jnntG+fGPx3j00Wn27OnghS/s4wUv6OWGG7rIZoMZfzVKpTpPPDHDz342zr33jvPTn45RKNR57nN7eN7zenje83rZs6eDaHRlJaqMjtZ57LESDz5Y4qGHijz6aIkDByps2BBl376r3G0DF98lRDIpxyo89liZr31tmv37K0xO1tm4McqWLXLU96ZNcgT4pk1RNm6Mkc2unAftXCGEYGqqobLEaoqA6k3LsqxUBH19EQYG/FO77N6doK8vQ1+fXO7tjZDJ2C2nSQbwIITg6afz3HffOPfeO8a9945x5EiBZz6zm+c/v5cPf3gXz3pWN4lEy726LYNEIsx113Vx3XVdvOMd2wE4caLIT386xk9+Msbb3/5znn46zw03dPGCF/Tyghf08qxndZNMtu41tSxLvccRfuVXvJk/q1WH/fsry3hklxYtd0dSKZt3vavX11YsOhw6JAc0HjpU4fDhKv/+73kOH65y5EiVUMhiwwaZvrt+fZR16+R0JoODEdaskZlWqdTykpj82qnD5KSclkW70rS7bXTUs3a0FZRI2AwMhBkYiLgZY2vWRLjuuiT9/bJ9YCBCe3vrZ40FmAsZg5jlkUem2Lt3gr17J3nggUkymbDrmnrb27awa1fHRScpXO4YHEzyG7+xgd/4DTmocnq6yr33Sqv0j//4ER59dJrduzt44Qt7edGL+njOc3pWRBJGNGqzc+fq/TBb698BpFUlB8DNvREymNrgyBFJVseOVTl6tMoDDxQ5ebLmSixm0dsrLYk1a7x5yTo6QrS3h8lkvAB8PG67A2x1x99oCN9klzprrFSSacwyKUAmBshJLeVkllNTDSV1YjGbzk7pQtOiU5af+cwUvb3aAgrT1xdZ1b7lyw1CCI4eLbB37yS/+MUE9947xkMPTdHREWXXrg6uv76Td71rB9df30lf3+rtcFoF7e1RXv7yQV7+8kFAxvXuu0/G9f7qrx7loYemuOGGLv7f/3cTr3/9ejKZ4Js2y4EVQVBnggymyphJ81gEDSG8QZYjI567bHq6wdGjNX75yxL5vPc5gVLJUd9qEu4A2+bPBeiss3jc+zxAV1eYjRs16cn4jSylRKMB4VwOKJXqPPVUnl/+copHH53ml7+c5sEHJ7Fti2c8o4vrr+/kT/5kJ894RicdHfNPuxNgaZFKhbnxxgFuvHEAgGKxzne/e5LPf/4w7373A7z61Wv5nd8Z4oUv7AsSfZYQK56gzgWWZalPCoTZvj2+3IcTYBWgWm0wPFzg4EE5tujAgVn278+xb1+OU6dKDA2lueaadq65pp3/+B+3sXt3J4ODicAVu0KQTIZ57WvX89rXrmdkpMT/+l/D/OEfPkAuV+PNbx7izW/exNBQZrkPc9nx4he/mA984AM873nPuyT7vywIKkCAc4VMTqmqgaNlTp2SMy2cPCnLI0cKHD1aZHy8wtq1STVoVA4cfclL+tixo41Nm1pzHE6AC0NfX4J3v/sK3vWuHTz00BSf//whnvnMf+Oqq7K8+c1Dl60L8K677iKV8o9pu/322+no6ODxxx/n1ltvZceOHbz+9a+nvb2dwcFB/vIv/5I77riDI0eOEI/H2bNnDy972csW/BsBQQVYNRBCqAmC5Zxxuszna+TzdVXW3FkMpqaqjI1JIhodLTMxUWFsrEIiEaK3N05fn5x2Z82aBGvWJHjGM7rYsCHF+vUpBgbiK3aMUYALg2VZ7NnTyZ49nfzX/3ot3/72Sf7n/zzIu9/9ALfeupW/+ItriMeXP6O4p6eH//Sf/pnPfGbsAvdwkj178lx//fVuyy233MItt9ziLgsh2Lt3r28bgN/6rd9icHCQb37zm3z/+99nx44drFmzhmc84xlks1kArrnmGn7+858zPT1NsVgMCCrA4qFel3Orzc5KKRSkFIt1isUGxWLdnVS0XG6o+dgaaqqiBtWqjPVVq7Iuk04a1GpyDjc5ya4sZWKK4yao6IlJzTaZuOJQq8n532xbzjyh54xLJMKk02EymTCZjJy2R88Dt359kmuv7aCvL05vrzfNTyt0MgFaG9FoiJtvXsfNN6/j5Mki73znXq699k4+97ln88xndi/rsb33ve/lz//8zxHiXy/o969+9av54z/+JDfccMOC23z961/n5ptv5stf/rKvfXBQJp3cf//9vPe97wXgAx/4ANlslt/93d/luuuu41Of+hQf/OAHyWazPPLII2c8loCgLkMUi3V3UtCxsTITE9KamJysMDlZZXq6yvR0zZ0sNJ+XE4bm83IW63Q6TColRdeTyRDJpCwTCTmpaDweUlMRhWhvjxKN2u4s15GITTQqJRLxRCaiyAlIw2FvduzmtnDYNhJXvP0EAewAS401a5L87//9Ar7ylSO8+tU/4jd/cyMf+MCuZUtTv+666wiHw9x///0885nPPK/f7t27F8dxzkhOAMPDw4yNjbF3714KhQLbt2+np6cHIQR///d/z6233kqhUCAcDjM2NkY2myWbzTI1NcXExIQ7iPgjH/kI3/rWtxb8Oy03k0QwWeyFo1ZzOHmyyNGjRY4d82aqPnmyxKlTciLO06dL1GqOz2Lo6orS1RWjs1NOENreHiGblaWeLDSTkZJMBmOuAgRYCGNjZd797ge4995x/vEfn8mv/Er/shzHww8/zH/+z/+Z73znO+f1u1e+8pX81V/9FXv27DnrtsPDw7zzne/kyiuvZHR0lDvuuIP/9J/+E4cOHaKvr4+BgQF+//d/n/e///08//nP58knn+RjH/sY//7v/87dd99NtVpl586d/NZv/daCfyMgqBWGRsPh0KFZnnhiRs1SLeciO3x4ltHRCn19cdavT7J2bdL9bMHgYIKBgQT9/Qn6++O0tS3t56sDBLjccOedJ7j11p/zjnds433vu+rsP7gEeN3rXsdtt93Gc57znHPa/v777+cjH/kI3/jGNy7tgZ0HAoJqUQghOH686I6jefTRaR5/fIannsrR1xfniiuy7NghZ2/etq2NTZvkpxOC7LEAAVoDhw/Pcv313+HIkdeQTi99lt+jjz7Kbbfdxl133XVO27/sZS/jIx/5CLt37760B3YeCGJQLYBGw+Gpp/I88MAkDz88xUMPyTIcttm1q52dO9v51V/t5z3v2cGOHdkVMQVLgACXOzZtSvOiF/Xx+c8fcucEXErs3LmTjo4OfvzjH/P85z//jNvee++9pFKpliInCCyoJYcQggMH8vziFxP84heT7N07wcMPT9HbG1cprB3s3t3Btdd20t8fTHkTIMBKxj33jPC2t93Pk0/etCwJPE888QTvfOc7+f73v3/G7X7t136Nj3/84+zcuXOJjuzcEKjilxhCCH75y2m+971T/OAHp7n//gkymTDPeEYXz3hGF3/xF9ewZ09HMOVNgACrEM9/fi+WZfHTn47x/Of3nv0Hi4wrr7yS3t5efvjDH/LiF7943m3uueceOjo6Wo6cICCoS4KxsTLf+94pvvvdU9x11ykymQi/+qv93HLLVj73uWcHk4EGCHCZ4MCBPOPjFa68Mrtsx/Bnf/ZnvP3tb+dFL3rRvMlRf/mXf8nf/d3fLcORnR0BQS0CHEfwwAOTfPvbJ7jzzpM89VSOF72oj1//9QH+8i+vYdOm9HIfYoAAAZYBf/Inj/Dud++gq2v5PCQ7duxg3bp1/OAHP+DGG2/0rfvhD39If38/V1555TId3ZkRxKAuEMVine997xTf+tYJvv3tE3R0RHnFKwZ5xSvW8Nzn9qyor3UGCBBg8fHAAxPcdNOPePrpVy17YtPTTz/N7/7u73L33Xe7VpQQgpe85CX8wz/8A9u3L30Sx7kgsKDOA44j+P73T/OpTz3N9753iuuv7+LVr17Lf/kvV7F5czCzcYAAASRGR8u8/e2/4M/+7OplJyeArVu3MjQ0xF133cVLX/pSAH7wgx+wbt26liUnCCyoc8LMTJXPf/4Qn/jEU8TjId7xjm28/vXr6ewMEhsCBAjgx/e/f4o3v/k+fvu3N/HBD+5qmUmFDx06xG//9m/z4x//GIAXvvCFfOYzn2Hr1q3LfGQLY/mpvYVx4ECev/3bffzTPw3za782wGc+8yye+9yeYBaGAAECzEGt5vBnf/YIX/jCYT7/+We7Hz9sFQwNDXHFFVfwne98h1AoxJYtW1qanCAgqDkQQnDPPaP8zd/s4957x3jb27bw6KOvYHBw/q/1BggQIMCTT87wH/7DvfT3x3nooZfT29uaH0b94z/+Y37zN38T27b5whe+sNyHc1YsCUEVi0X+4i/+gvXr19PX18cb3vCGpfizF4R3v/sB7rzzJO95zw7++Z+fSzIZcHiAAAEWxvR0lRtv/AF//uc7edvbtrS0h2Xjxo3s2rWLRqPB0NDQch/OWbEkMagvfelLxGIx3vCGN/Ca17xmzmSEn/70p/n0pz8NwGOPPcbVV199qQ9pyTE2NkZPT89yH8aiIjinlYHgnFYGLuacuru7+e53v7vIR7T8WBLz4NixYzz72c8GoFQqzVlvfq2xFZMkFgOr8byCc1oZCM5pZWA1ntPFYknSS9atW8fYmPz8cCIRzKIQIECAAAHOjiWxoF772tfyF3/xF4yMjJzx41QBAgQIECCAxpIQVDKZ5Pbbbz+nbbWrb7VhNZ5XcE4rA8E5rQysxnO6WLTcQN0AAQIECBAAligGFSBAgAABApwvAoIKECBAgAAtiYCgApwT6vU6H/rQh1aVn3w1nlOAAKsJyzpNwkIzTDzxxBP8y7/8C5Zl8aY3vYkdO3Ys52GeFxY6py984Qvcc889ALz97W/nuuuuW87DPG8UCgV+/dd/nU9+8pO+9pV8rxY6p5V8r771rW+xb98+arUa27ZtWxXv1ELntJLv0yOPPMIvfvELisUi4+Pj/NVf/RUAP/rRj7jvvvuYmZnhXe96F319fct8pMsMsYz44he/KL7yla8IIYR49atf7ba/9a1vFaOjo2J0dFS87W1vW6ajuzAsdE5f+MIXxGc+8xnxd3/3d2JiYmKZju7icPjwYfHWt77V17aS75UQ85/TSr5Xx48fF0IIMT09LV73ute57Sv5Pi10Tiv5PgkhxMGDB8Xb3/52cdddd7ltr3nNa0Sj0RA///nPxYc+9KFlPLrWwLK6+I4dO+ZO7WHOMHH8+HG6u7vp7u7m2LFjy3V4F4SFzunVr341b3nLW3jlK1/Jn/zJnyzX4S06VvK9Wggr+V4NDg4C8H/+z//hve99r9u+ku/TQue0ku8TyNnFb7/9dv7hH/7BbSsWi9i2TU9PD0ePHl3Go2sNLCtBLTTDxNq1axkfH2d8fJx169Yt1+FdEBY6pwMHDmBZFl1dXYyOji7X4S06VvK9Wggr/V59+9vfZmhoyO3YYeXfp/nOaSXfp3/7t38DIJ1Ok8/n3fZUKoXjOIyNjbF+/frlOryWwbKOg2qO13znO9/hjjvuYN++fSvWX77QOX384x8nkUgwMjLCy1/+cnduwpUCIQS33347//qv/8rf/u3f8j/+x/9Y8fdqoXNayffqG9/4Bh/72MfYtWsX+XyeWCy24u/TQue0ku/Tl770JY4ePYpt26xfv5677rqLz33uc0EMqgnBQN0AAQIECNCSCNLMAwQIECBASyIgqAABAgQI0JIICCpAgAABArQkAoIKECBAgAAtiYCgAgQIECBASyIgqAABAgQI0JIICCpAgAABArQkAoIKcNnjj/7oj/jJT36y3IcRIECAJgQEFeCyxn//7/+dLVu2+OZNDBAgQGsgmEkiwGWLT3ziEzznOc/h2muvXe5DCRAgwDwILKgAlyWmpqYYGxvzkdOBAwd41atexd1338273vUujhw5soxHGCBAgICgAlyW+Pa3v80rX/lKX1ulUuGlL30pL3rRi4jH4xQKhWU6ugABAsAyf1E3QIDlwqlTp7jqqqt8bT/5yU/o6uriX//1X1m3bh3pdJqvfvWrjI2N8YY3vIFSqcT999/P2NgYr3vd6/iXf/kXIpEIu3bt4qmnnqK3t5d0Os03v/lN1q5dy7vf/W4sy1qmMwwQYOUjsKACXJZ4zWtewx/+4R/yta99jUqlAsDjjz/Ob/zGb/DKV76Sn/3sZ/z1X/81r3vd62g0GkxNTfmWZ2ZmuPLKK3nFK17BP/7jP7Jz5042b97Mxo0b2blzJ+95z3sCcgoQ4CIREFSAyxJbt27lm9/8JhMTE7zlLW/h8ccf58iRI9xzzz188Ytf5Ld+67fYvXs3999/P+3t7Wzbts23PDo6yokTJ/jud7/Li1/8YmzbZnZ2lp/+9KfceOONy316AQKsCgRZfAEuWxQKBe677z4OHDjArbfeutyHEyBAgCYEBBUgQIAAAVoSgYsvQIAAAQK0JAKCChAgQIAALYmAoAIECBAgQEsiIKgAAQIECNCSCAgqQIAAAQK0JAKCChAgQIAALYmAoAIECBAgQEvi/wc9pstqkiw4MAAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_boozer_surface(eq6)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Running full simulations with all modes ###" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "eq_test = eq.copy()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "eqfam2 = run_steps(eq_test,qs_weight=8)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_Kd(eqfam2[0])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_Kd(eqfam2[1])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_Kd(eqfam[2])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "rho=0.5\n", - "iota_grid = LinearGrid(rho=rho)\n", - "iota = jnp.abs(eqfam2[2].compute(\"iota\", iota_grid)[\"iota\"][0])\n", - "grid = get_field_line_grid(eqfam2[2], iota, n_pol=11, rho=rho)\n", - "Kd = get_value(eqfam2[2], \"Kd\", grid)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plt.figure()\n", - "plt.plot(grid.nodes[:,2][475:525],Kd[475:525])\n", - "plt.axhline(0,color='r',linestyle='--')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_Kd(eqfam2[3])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_boundaries(\n", - " eqs=[eq, eqfam[2]],\n", - " labels=[\n", - " \"Before optimization\",\n", - " \"After optimization\",\n", - " ],\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "_,ax = plot_qs_error(eqfam[2],fC=False,fT=False)\n", - "ax.grid('on')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_boozer_surface(eqfam[2],rho=0.8)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Data analysis ##" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Comparison plots ###" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def plot_Kd_family(eqfam, results_df, n_pol=11, rho=0.5, n_wells=5):\n", - " \"\"\"\n", - " Plot Kd for each equilibrium in the family in a 4x4 grid.\n", - "\n", - " Parameters:\n", - " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", - " - results_df: DataFrame containing weight values for each run.\n", - " - n_pol: Number of poloidal turns for the Kd calculation.\n", - " - rho: Radius in normalized coordinates.\n", - " - n_wells: Number of wells for effective radius optimization.\n", - " \"\"\"\n", - " # Create a new figure\n", - " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", - " fig.suptitle(\"Kd Plots for Optimized Equilibria\", fontsize=16)\n", - "\n", - " # Iterate over equilibria and corresponding weights\n", - " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", - " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", - " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", - " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", - " ax.set_title(title)\n", - "\n", - " # Calculate and plot Kd\n", - " iota_grid = LinearGrid(rho=rho)\n", - " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", - " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", - " Kd = get_value(eq, \"Kd\", grid)\n", - " ax.plot(grid.nodes[:, 2], Kd)\n", - " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", - " ax.set_xlabel(r\"$\\zeta$\")\n", - " ax.set_ylabel(r\"$K_d$\")\n", - "\n", - " # Calculate R_eff and L_par for displaying in the text box\n", - " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", - " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", - " a = get_value(eq, \"a\", grid)\n", - "\n", - " # Format the text to be displayed in the box\n", - " textstr = (\n", - " f\"Mean $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", - " f\"Mean $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", - " f\"Min $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", - " f\"Min $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", - " )\n", - "\n", - " # Add the text box to the plot\n", - " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", - " ax.text(\n", - " 0.05,\n", - " 0.95,\n", - " textstr,\n", - " transform=ax.transAxes,\n", - " fontsize=10,\n", - " verticalalignment=\"top\",\n", - " bbox=props,\n", - " )\n", - " ax.grid()\n", - " else:\n", - " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", - "\n", - " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", - " plt.show()\n", - "\n", - "\n", - "# Example usage" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def plot_boozer_family(\n", - " eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0\n", - "):\n", - " \"\"\"\n", - " Plot quasisymmetry for each equilibrium in the family in a 4x4 grid.\n", - "\n", - " Parameters:\n", - " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", - " - results_df: DataFrame containing weight values for each run.\n", - " - rho: Radius in normalized coordinates.\n", - " - fill: Whether the contours are filled, i.e. whether to use `contourf` or `contour`.\n", - " - ncontours: Number of contours to plot.\n", - " - fieldlines: Number of (linearly spaced) magnetic fieldlines to plot. Default is 0 (none).\n", - " \"\"\"\n", - " # Create a new figure\n", - " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", - " fig.suptitle(\"Quasisymmetry Plots for Optimized Equilibria\", fontsize=16)\n", - "\n", - " # Iterate over equilibria and corresponding weights\n", - " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", - " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", - " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", - " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", - " ax.set_title(title)\n", - "\n", - " # Plot Boozer surface for the current equilibrium\n", - " plot_boozer_surface(\n", - " eq,\n", - " rho=rho,\n", - " fill=fill,\n", - " ncontours=ncontours,\n", - " fieldlines=fieldlines,\n", - " ax=ax,\n", - " )\n", - "\n", - " # Customize the plot axes\n", - " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", - "\n", - " # Optionally, you can add additional calculated values to the text box\n", - " textstr = (\n", - " f\"qs_weight: {qs_weight:.2f}\\n\"\n", - " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", - " )\n", - "\n", - " # Add the text box to the plot\n", - " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", - " ax.text(\n", - " 0.05,\n", - " 0.95,\n", - " textstr,\n", - " transform=ax.transAxes,\n", - " fontsize=10,\n", - " verticalalignment=\"top\",\n", - " bbox=props,\n", - " )\n", - " else:\n", - " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", - "\n", - " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", - " plt.show()\n", - "\n", - "\n", - "# Example usage" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def plot_quasisymmetry_error_family(eqfam, results_df):\n", - " \"\"\"\n", - " Plot quasisymmetry error for each equilibrium in the family in a 4x4 grid.\n", - "\n", - " Parameters:\n", - " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", - " - results_df: DataFrame containing weight values for each run.\n", - " \"\"\"\n", - " # Create a new figure\n", - " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", - " fig.suptitle(\"Quasisymmetry Error for Optimized Equilibria\", fontsize=16)\n", - "\n", - " eq_initial = eqfam[0]\n", - "\n", - " # Iterate over equilibria and corresponding weights\n", - " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", - " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", - " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", - " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", - " ax.set_title(title)\n", - "\n", - " # Plot QS error for eq_initial and the current equilibrium\n", - " fig_qs_error, ax = plot_qs_error(\n", - " eq_initial,\n", - " helicity=(1, 0),\n", - " fT=False,\n", - " fC=False,\n", - " legend=False,\n", - " rho=10,\n", - " ax=ax,\n", - " )\n", - " plot_qs_error(\n", - " eq, helicity=(1, 0), fT=False, fC=False, ax=ax, marker=[\"x\"], rho=10\n", - " )\n", - "\n", - " # Add the weight information in a text box\n", - " textstr = (\n", - " f\"qs_weight: {qs_weight:.2f}\\n\"\n", - " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", - " )\n", - "\n", - " # Create a text box with the weight information\n", - " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", - " ax.text(\n", - " 0.05,\n", - " 0.95,\n", - " textstr,\n", - " transform=ax.transAxes,\n", - " fontsize=10,\n", - " verticalalignment=\"top\",\n", - " bbox=props,\n", - " )\n", - " ax.grid()\n", - " else:\n", - " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", - "\n", - " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", - " plt.show()\n", - "\n", - "\n", - "# Example usage" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def plot_boundaries_family(\n", - " eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0\n", - "):\n", - " \"\"\"\n", - " Plot quasisymmetry for each equilibrium in the family in a 4x4 grid.\n", - "\n", - " Parameters:\n", - " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", - " - results_df: DataFrame containing weight values for each run.\n", - " - rho: Radius in normalized coordinates.\n", - " - fill: Whether the contours are filled, i.e. whether to use `contourf` or `contour`.\n", - " - ncontours: Number of contours to plot.\n", - " - fieldlines: Number of (linearly spaced) magnetic fieldlines to plot. Default is 0 (none).\n", - " \"\"\"\n", - " # Create a new figure\n", - " eq_initial = eqfam[0]\n", - " fig, axs = plt.subplots(4, 4, figsize=(16, 12))\n", - " fig.suptitle(\"Quasisymmetry Plots for Optimized Equilibria\", fontsize=16)\n", - "\n", - " # Iterate over equilibria and corresponding weights\n", - " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs.flatten())):\n", - " if i < len(results_df): # Ensure we have weights for this equilibrium\n", - " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", - " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", - " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", - " ax.set_title(title)\n", - "\n", - " # Plot boundaries for the current equilibrium\n", - " plot_boundaries(\n", - " eqs=[eq_initial, eq],\n", - " labels=[\n", - " \"Before optimization\",\n", - " \"After optimization\",\n", - " ],\n", - " ax=ax,\n", - " )\n", - "\n", - " # Customize the plot axes\n", - " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", - "\n", - " # Add the text box to the plot\n", - " textstr = (\n", - " f\"qs_weight: {qs_weight:.2f}\\n\"\n", - " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", - " )\n", - "\n", - " # Create a text box with the weight information\n", - " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", - " ax.text(\n", - " 0.05,\n", - " 0.95,\n", - " textstr,\n", - " transform=ax.transAxes,\n", - " fontsize=10,\n", - " verticalalignment=\"top\",\n", - " bbox=props,\n", - " )\n", - " else:\n", - " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", - "\n", - " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", - " plt.show()\n", - "\n", - "\n", - "# Example usage" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Testing ###" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# Example usage\n", - "plot_Kd_family(eqfam, results_df)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_boozer_family(eqfam, results_df)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "plot_quasisymmetry_error_family(eqfam, results_df)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "plot_boundaries_family(eqfam, results_df)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python (desc)", - "language": "python", - "name": "desc" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.19" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/docs/notebooks/critical_gradient_optimization.ipynb b/docs/notebooks/critical_gradient_optimization.ipynb new file mode 100644 index 0000000000..918bd8748d --- /dev/null +++ b/docs/notebooks/critical_gradient_optimization.ipynb @@ -0,0 +1,2747 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Critical gradient optimization #" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This notebook shows how to run optimizations on the effective radius in DESC. This also orks for the parallel connection length but not enough testing has been done on it\n", + "\n", + "Notes : \n", + "1. It is possible that an optimization might not work, because of the creation of little wells in the drift curvature profile which make calculating the effective radius more complicated. This is still to be resolved\n", + "2. The entire notebook should run, gpu highly recommended" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports ##" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Uncomment if GPU available" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from desc import set_device\n", + "# set_device(\"cpu\")\n", + "set_device(\"gpu\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.3+146.gb1f772e95.dirty,using JAX backend, jax version=0.4.30, jaxlib version=0.4.30, dtype=float64\n", + "Using device: NVIDIA A100-SXM4-40GB (id=0), with 40.00 GB available memory\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2024-11-20 14:00:31.160193: W external/xla/xla/service/gpu/nvptx_compiler.cc:765] The NVIDIA driver's CUDA version is 12.2 which is older than the ptxas CUDA version (12.6.77). Because the driver is older than the ptxas version, XLA is disabling parallel compilation, which may slow down compilation. You should update your NVIDIA driver or use the NVIDIA-provided CUDA forward compatibility packages.\n" + ] + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import pandas as pd\n", + "\n", + "from desc.backend import jnp\n", + "from desc.examples import get\n", + "import desc.io\n", + "from desc.equilibrium import EquilibriaFamily\n", + "from desc.grid import LinearGrid, QuadratureGrid\n", + "from desc.equilibrium.coords import get_rtz_grid\n", + "from desc.objectives import (\n", + " AspectRatio,\n", + " FixBoundaryR,\n", + " FixBoundaryZ,\n", + " FixCurrent,\n", + " FixPressure,\n", + " FixPsi,\n", + " FixIonTemperature,\n", + " FixElectronTemperature,\n", + " FixElectronDensity,\n", + " FixAtomicNumber,\n", + " ForceBalance,\n", + " ObjectiveFunction,\n", + " EffectiveRadius,\n", + " ParallelConnectionLength,\n", + " QuasisymmetryTwoTerm,\n", + ")\n", + "from desc.optimize import Optimizer\n", + "from desc.plotting import (\n", + " plot_comparison,\n", + " plot_section,\n", + " plot_surfaces,\n", + " plot_boundaries,\n", + " plot_boozer_surface,\n", + " plot_boozer_surface,\n", + " plot_boundary,\n", + " plot_qs_error,\n", + ")\n", + "\n", + "from desc.vmec import VMECIO" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Methods ##" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### General ###" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Function to get value of a parameter directly\n", + "def get_value(eq, name, grid):\n", + " return eq.compute(name, grid=grid)[name]\n", + "\n", + "\n", + "# Function to get the straight field line coordinate system, need iota for jit\n", + "def get_field_line_grid(eq, iota, rho=0.5, alpha=0, n_pol=4, n_points=200):\n", + " n_tor = jnp.abs(n_pol / iota)\n", + " good_grid = get_rtz_grid(\n", + " eq,\n", + " jnp.array(rho),\n", + " # np.array(rho),\n", + " jnp.array(alpha),\n", + " # np.linspace(0,2*n_tor*np.pi,n_points*n_pol),\n", + " jnp.linspace(0, 2 * n_tor * jnp.pi, n_points * n_pol),\n", + " coordinates=\"raz\",\n", + " iota=iota,\n", + " period=(jnp.inf, 2 * jnp.pi, jnp.inf),\n", + " )\n", + " return good_grid" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Function for plotting the drift curvature profile and calculate effective radius and parallel connection length\n", + "def plot_Kd(eq, n_pol=11, rho=0.5, n_wells=5):\n", + " iota_grid = LinearGrid(rho=rho)\n", + " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", + " Kd = get_value(eq, \"Kd\", grid)\n", + " plt.figure()\n", + " plt.plot(grid.nodes[:, 2], Kd)\n", + " plt.axhline(0, color=\"r\", linestyle=\"--\")\n", + " plt.xlabel(r\"$\\zeta$\")\n", + " plt.ylabel(r\"$K_d$\")\n", + " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", + " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", + " a = get_value(eq, \"a\", grid)\n", + "\n", + " # Format the text to be displayed in the box\n", + " textstr = (\n", + " f\"Mean value of $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", + " f\"Mean value of $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", + " f\"Minimum value of $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", + " f\"Minimum value of $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " plt.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=plt.gca().transAxes,\n", + " fontsize=12,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + "\n", + " # Add a legend and show the plot\n", + " # plt.legend()\n", + " plt.show()\n", + "\n", + " # Print the values for verification\n", + " print(f\"Values of R_eff are: {R_eff}\")\n", + " print(f\"Values of L_par are: {L_par}\")\n", + " return grid, R_eff, L_par" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Function to check force error\n", + "def check_force_error(eq):\n", + " grid = QuadratureGrid(eq.L_grid, eq.M_grid, eq.N_grid, eq.NFP)\n", + " data = eq.compute([\"p\", \"sqrt(g)\", \"|F|\", \"|grad(|B|^2)|/2mu0\"], grid)\n", + " err = jnp.sum(data[\"|F|\"] * data[\"sqrt(g)\"] * grid.weights) / jnp.sum(\n", + " data[\"|grad(|B|^2)|/2mu0\"] * data[\"sqrt(g)\"] * grid.weights\n", + " )\n", + " print(\"eq error: {:.2f}%\".format(err * 1e2))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Optimizations ###" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def run_step_weights(\n", + " k, eq, target = False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", + " \"\"\"\n", + " Run a step of the optimization with weights, targeting effective radius, quasisymmetry and aspect ratio\n", + "\n", + " Parameters:\n", + " - k: Threshold for the modes to fix.\n", + " - eq: Initial DESC equilibrium object.\n", + " - target : whether to fix all modes except k or fix all modes above k. If True fixes all except k mode number modes\n", + " - qs_weight: Weight for the quasisymmetry term.\n", + " - ar_weight: Weight for the aspect ratio term.\n", + " - n_wells: Number of wells for effective radius optimization.\n", + " - n_pol: Number of poloidal turns.\n", + "\n", + " Returns:\n", + " - eq_new: Optimized equilibrium object.\n", + " \"\"\"\n", + " # Create grid for minimizing quasisymmetry error\n", + " grid = LinearGrid(\n", + " M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", + " )\n", + "\n", + " # Create an ObjectiveFunction with weights\n", + " objective = ObjectiveFunction(\n", + " (\n", + " QuasisymmetryTwoTerm(eq=eq, helicity=(1, 0), grid=grid, weight=qs_weight),\n", + " EffectiveRadius(eq=eq, n_wells=n_wells, n_pol=n_pol),\n", + " AspectRatio(eq=eq, target=6, weight=ar_weight),\n", + " # ParallelConnectionLength(eq=eq,n_wells=n_wells,n_pol=n_pol),\n", + " ),\n", + " )\n", + " \n", + " # operation function to be able to target a specific mode or all modes above a threshold\n", + " operation = (lambda x: x != k) if target else (lambda x: x > k)\n", + " \n", + " # Calculate the maximum value array once\n", + " R_max = jnp.max(jnp.abs(eq.surface.R_basis.modes), 1)\n", + " Z_max = jnp.max(jnp.abs(eq.surface.Z_basis.modes), 1)\n", + "\n", + " # Apply the operation\n", + " R_modes = jnp.vstack(\n", + " (\n", + " [0, 0, 0],\n", + " eq.surface.R_basis.modes[operation(R_max), :],\n", + " )\n", + " )\n", + " Z_modes = eq.surface.Z_basis.modes[operation(Z_max), :]\n", + "\n", + " # Create constraints\n", + " constraints = (\n", + " ForceBalance(eq=eq),\n", + " FixBoundaryR(eq=eq, modes=R_modes),\n", + " FixBoundaryZ(eq=eq, modes=Z_modes),\n", + " FixPressure(eq=eq),\n", + " FixCurrent(eq=eq),\n", + " FixPsi(eq=eq),\n", + " ## Comment pressure and uncomment the 4 below if the pressure profile is not fixed ##\n", + " # FixIonTemperature(eq=eq),\n", + " # FixElectronTemperature(eq=eq),\n", + " # FixElectronDensity(eq=eq),\n", + " # FixAtomicNumber(eq=eq),\n", + " )\n", + "\n", + " # Default optimizer\n", + " optimizer = Optimizer(\"proximal-lsq-exact\")\n", + "\n", + " # Optimize equilibrium\n", + " eq_new, _ = eq.optimize(\n", + " objective=objective,\n", + " constraints=constraints,\n", + " optimizer=optimizer,\n", + " maxiter=20,\n", + " verbose=3,\n", + " copy=True,\n", + " options={\n", + " \"initial_trust_ratio\": 1.0,\n", + " },\n", + " )\n", + " return eq_new" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def run_step_weights_fam(\n", + " k, eqfam, target = False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", + " \"\"\"\n", + " Run a step of the optimization with weights, with input as equilibrium family, useful for continuiton type optimization\n", + "\n", + " Parameters:\n", + " - k: Threshold for the modes to fix.\n", + " - eqfam: Equilibrium family\n", + " - target : whether to fix all modes except k or fix all modes above k. If True fixes all except k mode number modes\n", + " - method: Optimization method for DESC.\n", + " - qs_weight: Weight for the quasisymmetry term.\n", + " - ar_weight: Weight for the aspect ratio term.\n", + " - n_wells: Number of wells for effective radius optimization.\n", + " - n_pol: Number of poloidal turns.\n", + "\n", + " Returns:\n", + " - eq_new: Optimized equilibrium object.\n", + " \"\"\"\n", + " # Create grid for minimizing quasisymmetry error\n", + " grid = LinearGrid(\n", + " M=eqfam[0].M_grid, N=eqfam[0].N_grid, NFP=eqfam[0].NFP, rho=jnp.array([0.6, 0.8, 1.0]), sym=True\n", + " )\n", + "\n", + " # Create an ObjectiveFunction with weights\n", + " objective = ObjectiveFunction(\n", + " (\n", + " QuasisymmetryTwoTerm(eq=eqfam[-1], helicity=(1, 0), grid=grid, weight=qs_weight),\n", + " EffectiveRadius(eq=eqfam[-1], n_wells=n_wells, n_pol=n_pol),\n", + " AspectRatio(eq=eqfam[-1], target=6, weight=ar_weight),\n", + " # ParallelConnectionLength(eq=eq,n_wells=n_wells,n_pol=n_pol),\n", + " ),\n", + " )\n", + " \n", + " # operation function to be able to target a specific mode or all modes above a threshold\n", + " operation = (lambda x: x != k) if target else (lambda x: x > k)\n", + " \n", + " # Calculate the maximum value array once\n", + " R_max = jnp.max(jnp.abs(eqfam[0].surface.R_basis.modes), 1)\n", + " Z_max = jnp.max(jnp.abs(eqfam[0].surface.Z_basis.modes), 1)\n", + "\n", + " # Apply the operation\n", + " R_modes = jnp.vstack(\n", + " (\n", + " [0, 0, 0],\n", + " eqfam[0].surface.R_basis.modes[operation(R_max), :],\n", + " )\n", + " )\n", + " Z_modes = eqfam[0].surface.Z_basis.modes[operation(Z_max), :]\n", + "\n", + " # Create constraints\n", + " constraints = (\n", + " ForceBalance(eq=eqfam[-1]),\n", + " FixBoundaryR(eq=eqfam[-1], modes=R_modes),\n", + " FixBoundaryZ(eq=eqfam[-1], modes=Z_modes),\n", + " FixPressure(eq=eqfam[-1]),\n", + " FixCurrent(eq=eqfam[-1]),\n", + " FixPsi(eq=eqfam[-1]),\n", + " )\n", + "\n", + " # Default optimizer\n", + " optimizer = Optimizer(\"proximal-lsq-exact\")\n", + "\n", + " # Optimize equilibrium\n", + " eq_new, history = eqfam[-1].optimize(\n", + " objective=objective,\n", + " constraints=constraints,\n", + " optimizer=optimizer,\n", + " maxiter=20,\n", + " verbose=3,\n", + " copy=True,\n", + " options={\n", + " \"initial_trust_ratio\": 1.0,\n", + " },\n", + " )\n", + " eqfam.append(eq_new)\n", + " return eqfam" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Continuation type optimization\n", + "def run_steps(eq,modes=2,target=False, qs_weight=5.0, ar_weight=5.0, n_wells=5, n_pol=11):\n", + " eqfam = EquilibriaFamily(eq)\n", + " for k in range(1,modes+1):\n", + " eqfam = run_step_weights_fam(k, eqfam, target = target, qs_weight=qs_weight, ar_weight=ar_weight, n_wells=n_wells, n_pol=n_pol)\n", + " return eqfam, eqfam[-1]\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Running the optimization on precise_QA ##" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Initialization ###" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "eq = get(\"precise_QA\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values of R_eff are: [4.95346364 4.99643236 4.95395597 4.91346836 4.93973901]\n", + "Values of L_par are: [7.70731608 7.55765946 7.48283114 7.48283114 7.33317452]\n" + ] + } + ], + "source": [ + "plot_Kd(eq);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Running a single optimization, targeting only one mode number ###" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here we run a single optimization targeting k=3 modes only, with weights of 10 for both quasisymmetry and aspect ratio" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/3473964650.py:41: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 716 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 185 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 36.7 ms\n", + "Timer: Objective build = 1.43 sec\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 619 ms\n", + "Timer: Objective build = 680 ms\n", + "Timer: Proximal projection build = 9.30 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 491 ms\n", + "Timer: Linear constraint projection build = 2.73 sec\n", + "Number of parameters: 24\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 12.6 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.289e+02 \n", + " 1 2 1.049e+01 4.599e+00 6.761e-03 4.187e+03 \n", + " 2 4 8.237e+00 2.255e+00 3.733e-03 1.303e+04 \n", + " 3 6 7.386e+00 8.514e-01 1.832e-03 1.435e+03 \n", + " 4 7 7.074e+00 3.122e-01 3.488e-03 5.445e+03 \n", + " 5 8 6.923e+00 1.511e-01 2.255e-03 3.018e+03 \n", + " 6 9 6.845e+00 7.801e-02 3.968e-03 6.302e+02 \n", + " 7 11 6.769e+00 7.568e-02 9.155e-04 1.019e+03 \n", + " 8 12 6.701e+00 6.750e-02 2.411e-03 6.885e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 6.701e+00\n", + " Total delta_x: 1.503e-02\n", + " Iterations: 8\n", + " Function evaluations: 12\n", + " Jacobian evaluations: 9\n", + "Timer: Solution time = 1.92 min\n", + "Timer: Avg time per step = 12.7 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.499e+01 --> 6.691e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 4.011e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 7.042e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 3.887e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 4.484e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 7.872e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 4.345e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.462e+00 --> 2.022e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.431e+00 --> 7.176e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.449e+00 --> 1.236e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.462e+00 --> 2.022e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.431e+00 --> 7.176e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.449e+00 --> 1.236e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 6.009e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 9.569e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 3.601e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 2.596e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 6.923e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 2.605e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.878e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.879e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 3.103e-17 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + } + ], + "source": [ + "k = 3\n", + "qs_weight = 10\n", + "ar_weight = 10\n", + "eq_test = eq.copy()\n", + "eq_opt = run_step_weights(\n", + " k=k,\n", + " eq=eq_test,\n", + " target=True,\n", + " qs_weight=qs_weight,\n", + " ar_weight=ar_weight,\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Checking and comparing the output ###" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Values of R_eff are: [4.08859434 3.0032118 2.20853264 1.74587684 1.45076299]\n", + "Values of L_par are: [8.02996218 8.02996218 7.78414701 7.78414701 7.45639346]\n" + ] + } + ], + "source": [ + "plot_Kd(eq_opt);" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "eq error: 0.03%\n" + ] + } + ], + "source": [ + "check_force_error(eq_opt)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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He9KGDRsYNWoUEyZMYPLkyVSvXp0ePXrQvXt3brrpJubMmQNAly5d6NGjB7/++isnnXQS999/P6NGjTrq9dLS0g6NxrZs2cJrr70W4B/LWwrOR6DUWreOM9LTOX3BAn75/e/ZmpDAz3FxYbdzaqDPWyTQOSsfnbfyCdR569y5c7HHy7zMfNOmTfzxj38EYO/evSQmJpKYmFjkOZMnT6Z+/fqcccYZxb5G//796d+/PwBxcXElFhcuMjMzK/4z7t1rq+3Gj4eNG+360tixnNaoEacFpErvCch5izA6Z+Wj81Y+wT5vZQ6o2NhYtm/fDkDNmjWLfc6AAQMqVpUUWrsWnnvOVuDFxUFyMlxxBVTVLWwiEt6O+1vO7/czdepU1q5dy7Jly7j66qsZMWIE27ZtIykpqTJqjDz798OsWTZaWr0abroJliyxHngiIhHiuAHl8/lITk4mOTn50LHU1NSgFhWx1q+3RQ8TJ0LLljBgAHTvrnZDIhKRNE/k2sGD8PbbNlpautS2Fc/MtJtpRUQimLOASk9PJz09nV27drkqwa0tW2DCBPto3NhGSzNm2CZ/IiLiLqASEhJISEggLi7OVQnBVdyeS++/D6+9Bjt3wsKF0KsXzJ1rW1iIiEgRmuILlsP2XKr2yy+25fkLL8CZZ1onh0mTQPddiIiUSAEVLPHxttjh8su5ID/ftrIYO9am8tThQUTkuMKr9YCXLFsGgwdD27accOAA3H237bukcBIRKRUFVKD5/XZjbZcukJQE69ezoU8f28FW21mIiJSaVvEF0q+/2hTeV1/B6NG2OeC0aWzw+Wjat++ha1LqGi4icnzORlAJCQmkpaURHR3tqoTAWr0azjvPbqr95BP44QftuSQiUgFaJBEIU6bY9aZHH7W2RKA9l0REKkgBVRG5uRZMCxbA/Pnw+9+7rkhEJGxokUR5ffcdXHih3XT72WcKJxGRAFNAlcesWXDBBXDjjXZdqU4d1xWJiIQdTfGVxYEDcO+9tnFgejqcf77rikREwpaWmZfWli1w3XU2Wlq2DGJiXFckIhLWtMy8NN57z3az/dvf4K23FE4iIpVAU3zHkpcHo0ZBWhq8+qqWiIuIVCIFVEm2b7dWRfv32yq9Bg1cVyQiElG0iq84H34I7dvbtN78+QonEREHNII6nN8PTzxhmw1OnAhXXOG6IhGRiKWAKvDLL9C3L2zdCkuWQJMmrisSEYlomuIDWzbeoQPExsIHHyicREQ8ILID6vC9mx5+GJ5+2rqRi4iIc5F7o+7hezd9+CGcc46bOkREpFiReaPukXs3KZxERDwn8qb4pkyBTp3grrtspV5UlOuKRESkGJGzik97N4mIhJTIGEFp7yYRkZAT/gGlvZtEREJS+E7xae8mEZGQFp4Bpb2bRERCXmhP8aWmQkZG0WOPPQYtWmjvJhGREBfaN+p27Ag9e9q1pUsugX79YNIkC6khQwJXrIiIVDpnAZWQkEBCQgJxcXHlf5H4eAunHj1sOm/zZpg6Fa69NnCFioiIE6E9xQcWUs2awfr1MHSowklEJEyEfkBlZMCGDTB8uDV+PfKalIiIhKTQDqiMjMJrUCNH2ueePRVSIiJhILQDaulSC6X4eHtccE1q6VK3dYmISIWF9n1QQ4cefSw+vjCwREQkZIX2CEpERMKWAkpERDwptKf4REQiyIEDB9i8eTO5ubmuSwEgOjqaNWvWlPr5NWrUoFGjRlSrVq1Uz1dAiYiEiM2bN1O7dm2aNm2Kz+dzXQ579uyhdu3apXqu3+9n586dbN68mWbNmpXqezTFJyISInJzc4mJifFEOJWVz+cjJiamTKM/BZSISAgJxXAqUNbaQ7tZrIiIhC1nI6iEhATS0tKIjo52VYKIiHiYpvhERKRM8vLyGDNmDHl5eUF9HwWUiIiUydSpU+nWrRtvvPFGUN9Hy8xFRKRMevfuDUD9+vWD+j4aQYmISLksXLiQwYMH8+abbwbl9RVQIiLhasoUaNoUqlSxz1OmBPTlx48fT+/evWnXrl1AX7eApvhERMLRlCnQvz/k5NjjrCx7DJCUFJC3yM3N5bzzzgvIaxVHIygRkXA0bFhhOBXIybHjATB69Ghyc3OZNWtWQF6vOBpBiYiEqtatYdWqsn1PVhaU1NGhVStYubJUL9OhQwdycnLo3r172d6/DDSCEhEJVStXgt9f/EeTJsV/T5MmJX9PKcMJYNWqVbRs2fLQ42+//ZbExEQyMzMZPHgwWVlZFf3pFFAiImEpJQWioooei4qy4wGwcuXKIgG1b98+unTpQufOnalRowbZ2dkVfg8FlIhIOEpKgrQ0GzH5fPY5LS1gCyS2bt1Ko0aNDj1evHgxMTExvPXWW8TGxhYJr/LSNSgRkXCVlBSwQCowY8YMDhw4QMOGDYscX7VqFU8++SRVqlShT58+3HbbbRV+LwWUiIiUWrVq1Vi3bh2DBg06dGzVqlVkZWWxaNEiNm3aRFKAQlHbbYiISKklJiaSmJgI2I66AK1atWL27NkBfy9ttyEiIp6kRRIiIuJJCigREfEkBZSIiHiSAkpERDxJASUiIp6kgBIREU9SQImIiCcpoEREpEzy8vIYM2YMeXl5QX0fBZSIiJTJ1KlT6datG2+88UZQ30e9+EREpEx69+4NQP369YP6PhpBiYhIuSxcuJDBgwfz5ptvBuX1FVAiIuEoNRUyMooey8iw4wEyfvx4evfuTbt27QL2modTQImIhKOOHaFnz8KQysiwxx07BuwtcnNzOe+882jWrFnAXvNwCigRkXAUHw/Tplko/fvf9nnaNDseAKNHjyY3N5dZs2YF5PWKo0USIiKhqnVrWLXq+M978EH7fOmlx35eq1awcmWp3rpDhw7k5OTQvXv3Uj2/PDSCEhEJVStXgt9f8seCBVC3Lgwfbp8XLDj280sZTmC76LZs2fLQ42+//ZbExEQyMzMZPHgwWVlZFf7xFFAiIuGo4JrTtGkwcmThdN+RCyfKaeXKlUUCat++fXTp0oXOnTtTo0YNsrOzK/weCigRkXC0dGnRa04F16SWLg3Iy2/dupVGjRoderx48WJiYmJ46623iI2NLRJe5aVrUCIi4Wjo0KOPxcdXeJHEjBkzOHDgAA0bNixyfNWqVTz55JNUqVKFPn36cNttt1XofUABJSIiZVCtWjXWrVvHoEGDDh1btWoVWVlZLFq0iE2bNpGUlBSQ93IWUOnp6aSnp7Nr1y5XJYiISBklJiaSmJgIwJ49ewBo1aoVs2fPDvh7ObsGlZCQQFpaGtHR0a5KEBERD9MiCRER8SQFlIiIeJICSkQkhPj9ftcllFtZa9cqPhGREFGjRg127txJTEwMPp/PXSE7d8KWLZy0fz+ceCI0bAgxMcf8Fr/fz86dO6lRo0ap30YBJSISIho1asTmzZvZvn27uyKysy2gDh8Nff+9BVStWsf81ho1ahS5ufd4FFAiIiGiWrVqQdvaotSaNoXi+uw1aQIbNgT0rXQNSkRESmfv3uLDCWDjxoC/nQJKRESOLT8fpkyB5s0hKqr45zRuHPC31RSfiIiU7KOP4I47LKRefdVGUP37Q05O4XOioiAlJeBvrRGUiIgcbcMGuO46+xg4ED79FC66CJKSIC0NmjTB7/PZtae0NDseYAooEREptHs33HsvdOhgO+yuXQt9+kCVw+IiKQk2bGDhggUWZEEIJ1BAiYgIQF6ejYSaN4cffoCvvoJ//7vka06VQNegREQi3XvvwZ13wimnwNy50L6964oABZSISORaswbuusum8R57DLp3B5cdKo6gKT4RkUizYwcMGgSXXAKXXgqrVsFVV3kqnEABJSISOfbvhyeegHPPtVZFa9bY1F716q4rK5am+EREwp3fD7NmwdChcM45sHAhtGzpuqrjUkCJiISz5cthyBDYvh2efRb++lfXFZWapvhERMLR1q3Qty9cfjlcfz188UVIhRMooEREwktODjz4ILRpA6efbiv0brkFqobehFnoVSwiIkcr6JV3331wwQXw2WfgemuOClJAiYiEug8/tIaufr+F1EUXua4oIBRQIiKhav16SE6Gjz+Ghx+G3r2L9swLceHzk4iIRIrdu+GeeyAuzq41rV0LN9wQVuEECigRkdBx8CA895zdy7RtG6xYAcOHO23oGkya4hMR8aIpU2DYMNtKvXFjWyo+dy7ExMDbb3umoWswaQQlIuI1U6bYrrVZWbbwISsLUlPhsssgIyMiwgkUUCIi3jNsWNEt1cGC6s03PdfQNZgUUCIiXrNxY9mOhykFlIiIl8ydW/IoqXHjyq3FMQWUiIgX7N8Pd98Nt95qU3xHrsyLioKUFDe1OaJVfCIirq1fb6v0Tj/duo/HxEDz5kVX8aWkQFKS60orlUZQIiIuzZgB559vATVnjoUTWBht2GA99jZsiLhwAo2gRETcyM213WzfeceuO3Xs6LoizznuCOrgwYOkpKTQv3//Mr3wf/7zH+bPn1/uwkREwtb//mcdx7dvh2XLFE4lOG5AZWdn07VrV/Lz8wHIyclh6NChjB07lunTpxf7PUuXLqVJkyaBrVREJBxMngwXXmiLIaZOheho1xV51nGn+KKjo4kpmBMFZs6cSceOHenRowfdu3enevXqzJkzB4AuXbrQo0cPvvnmG3bs2MFPP/3EZZdddtRrpqWlkZaWBsCWLVvIzMws9w9w+vz5nDlhAtV//JF9p5/Od//8Jz8W854u/frrrxX6GSOVzlvZ6ZyVT2Wctyp79/K7p58metUqVj38MNlnnw0LFwb1PYMtUOetc+fOxf+DvxTWr1/v79evn9/v9/sfeughf0ZGht/v9/v/+te/lvg9Y8eO9T/11FPHfe0OHTqUpoTiTZ7s90dF+f12j7V9REXZcQ8pOF9SNjpvZadzVj5BP28rVvj9557r9//9737/nj3Bfa9KFOzzVuZFErGxsWzfvh2AmjVrlvi82267rawvXXbFtQPJybEdJSNwxYuIeIzfDxMm2O+kxx+HG290XVFIOW5A+f1+pk6dytq1a1m2bBlXX301I0aMYNu2bSS5DoFjtQNp1AgaNrSPM84o/Prwx3XqVG69IhI5du+GW26BVavggw+gRQvXFYWc4waUz+cjOTmZ5OTkQ8dSU1ODWlSpNW5sXX6LO/7BB7B1K2zZUvixenXRxz7fsQOsYUOoXx+qVStffb+1y+8UwTfaiUSkzz+H666Dv/wFPv0UjjHbJCVzdh9Ueno66enp7Nq1q/wvkpJiLekPn+aLioKHHrJAOFbfKr/f/sI5MsTWroUFCwofb98Op556/NHYKacU7Z9V0C4/JwcfWJAWLNVXSImEJ78fnnkGRo2CsWOhZ0/XFYU0ZwGVkJBAQkICcXFx5X+Rgl/05WkH4vPZ8s7oaDj33JKfl5dnO1cWBFZBoC1aVPTx/v0WVgWBNXdu8dfHhg1TQImEo59+gptust8Hn3wCZ57puqKQF/qdJJKSgvsL/4QTCoPnWDfTZWcXDazXXy/+eVlZ8MortuFYixZQNfT/JxCJeB99BL16wTXXwLRpcOKJrisKC/rtGCi1asE559gH2EipuOtjJ58M8+bZFMDWrdC2LXToYIHVoQO0bKnQEgkV+fm20+2YMbZaLyHBdUVhRb8Jg6Wk62NjxxaO+Hbtgi++sAuq8+fbf+gbN0KbNoWB1aEDtGpV/oUaIhIc27bB3/9usyeffQaxsa4rCjsKqGA57PqYf+NGfMVdH4uOhk6d7KPAnj2FobVwITzxhHUybtmyMLDat4fWraF69cr8iUSkwIIF0KcP/OMf8MADmvUIEp3VYPrt+tjCzMySW3kcqXZtuPhi+yiQnW2htWwZfPghPP00rFtnizsOnx5s0wZq1AjGTyIiAAcPwsiRNp338su2jFyCJrSXmUeKWrWsueSFFxYey8mBr76ykdaSJTB+vHVIbt686PRg27bF34Px2z1akbwZmkiZbNkCvXvbdPuyZXaPpARVaC8zj2RRUdau/4ILCo/l5haG1rJl9lfe11/D2WcXnR5cuxYGDiy8PqZ7tESO7e23bQn5oEFwzz22uleCTlN84aRGDTjvPPsosG8frFhhgfX55/DSS/a131/0e3WPlsjRDhywPnqvvw7TpxedepegU0CFu+rVIS7OPgpUKWEbsI0bbY5dF3xFbHHS9ddD3bqwfLl9lkp13A0LJQyV1AKqWjW7Iflf/7Jehr9tUikScWbMsJmInj0hPV3h5IgCKhKlpNg1rMNFRcHEidbYMjbWrlE1aQJ33WX3eBw5JSgSDqZMgaZN6XTppdC0qU2BDxwId98Nb70FQ4YU7bEplUoBFYmSkiAtzQLI57PPaWl2vFkzuPde+PJLePddC65evaxDxvDh1hFeJBwUNHTOysLn99tioZtugqVL7Trt4ddyxQlnAZWenk7//v21zNyVpCSbY8/Pt8/FLY5o2dLu+fjf/+wi8d690KWLLV1/+GH47rvKrlokcIrb8NTvhx9+sJZk4pyzgEpISCAtLY3o6GhXJUhp+Xy2RP3xx+2vzGefhU2bCpe5P/mk9RUUCSUlbXi6aVPl1iEl0hSflE2VKrbU9r//tVB64AGbDmzdGuLjbapw507XVYocX0mLhY61j5xUKgWUlF/Vqjbl9+KLFla33w7vv2/74FxxBUyaZL0FRbxo8OCjj0VF2SIi8QQFlARGjRrQvTtMnWotYZKSbF+cRo3g2mtt2e7eva6rFDHZ2faHVZ8+0KQJ/iMXC4knKKAk8E46yXqWpafD+vXQtSuMG2f3WP3977Yf1oEDrquUSOX322q9P/zBGr5u2MDCBQtKXiwkziigJLhOPRX++U/b72rNGtuV+MEHLawGDIDMTMjLK/o9R96bMmWKi8olXKWm2h9O48frHiePU08bqTz161uzzUGD7K/VqVPtOsD27XbHfq9e8M03hzZ69IEa2UpgvfOObVfz6afamiYE6D4ocaNpU0hOtn2u5s+HOnXghhtsA7gj700paGQrUhHffAM33lh4bVQ8T/dBiXvnnmvL1deuPXq6r0BJ96yIlMaePXDllXbj+eH7qomn6RqUeIfPp3tTJPDy821xzsUXwy23uK5GykABJd5SXCNbnw8aNIAff3RTk4S2UaPsv51nnnFdiZSRAkq85bBGtofuTXnhBfvrt00bW9GnzupSWrNnw/PP2314J57ouhopIwWUeM9vjWwP3ZvSt68tDZ47Fx591LpU6JqUHM/q1XaLw4wZtoJUQo4CSkJHXJztTfWnP0H79tYPUJsqSnF++cU6m6SmatuMEKaAktBy4olw//2waBFMngydOtnqP5ECeXnWyaRrVxt9S8hSQEloatnStqXv2dOWDT/yiNoniRk+3Po+jh7tuhKpIAWUhK4TTrCuFJ99BhkZNpWzfLnrqsSladPg1Vftc7VqrquRClInCQl9TZtaC5vBg237j3vvVef0SPTVV3DbbfDmm3Daaa6rkQBQJwkJDz6ftbH56iv49lto186mACUy7NxpiyKeftq6lEtY0BSfhJf69WH6dLsmdf319hf17t2uq5JgOngQrrvO9h3r1ct1NRJACigJT1ddBStXwr59doPv22+7rkiCJTnZrkc+/LDrSiTAFFASvk45BSZMsE4UAwfa7qk7driuSgJp8mTrFvHaaxZSElYUUBL+LrsMVqywC+dt2tg+VGqXFPo+/xzuuANmzbKNMSXsKKAkMtSqBU88YSu8Ro60C+pbtriuSspr2zabxn3uOWjd2nU1EiQKKIksF1wAy5bZSq927awxrdolhZYDB6BHD1u1efXVrquRIFJASeSpXh1GjIAFC+wa1Z//bEvTJTTccQdER9smlxLWFFASudq0gY8/hoQEG1k99pgtWRbveuEFmD/fFkdU0a+vcKf/hSWynXACDBkCS5ZYN4oLLoAvv3RdlRTn44+tS8js2TaCkrCngBIBOPNM+8v81ltt1d/w4XYPlXjD1q123WniRGje3HU1UknUi0+kgM8H/frZCGrlSltI8dFHrquSffvgmmtgwADo1s11NVKJ1ItP5EhnnAEzZ9py9Guvhdtvh19/dV1VZPL7rV3VGWfAffe5rkYqmab4RIrj81k4rVgBu3bZgop77rHO6VWq2OcpU1xXGf7GjYNPPoGXXtKiiAhU1XUBIp4WE2O/HJOTbfvwgg4UWVnQv799nZTkrLywtmiRLSX/6COoXdt1NeKA/iQRKY3i2iPl5MCwYW7qCXebNlmH8ldegbPOcl2NOKKAEimNjRvLdlzKb+9ea0U1ZIhtQCkRSwElUhqNG5ftuJSP329Tp82bw113ua5GHFNAiZRGSgpERRU95vPBgw+6qSdcPfmkLfGfMMHOr0Q0LZIQKY2ChRDDhtm0XmysBdYvvzgtK6zMnw+PPgqffnr0HwMSkTSCEimtpCTYsMG6n2dlwYwZdq/U99+7riz0ffednd/XXoMmTVxXIx6hgBIpr5Yt4Z//hDvvdF1JaMvOtkURw4ZBfLzrasRDFFAiFXH//Xafzvz5risJTX4/9O0LHTrAoEGuqxGPUUCJVEStWvD009aOR81ly+6RR2zadNw4LYqQoyigRCoqMRFatLD9pKT03n4bnnnG+h7WqOG6GvEgBZRIIDz1lC2R/u4715WEhv/9D/7xD5g+HRo1cl2NeJQCSiQQmja1G0sHDTq6JZIUtXu3LYoYNQouvNB1NeJh2g9KJFCGDIH162HWLNeVeFd+PvTpA5dcUthsV6QE2g9KJFBOPBH++1/tH3WkKVMKtyk59VRYs8YWlogch6b4RAKpc2fo1Mlu4BULp/797cZmv9/21tq82a49iRyHAkok0B5/HF580XrKRbphw2xbksPt3attSqRUFFAigVavnm20d+utWjChbUqkAhRQIsFwyy2Qmwsvv+y6ErdiY4s/rm1KpBQUUCLBcMIJMH483HMP7Nzpuhp32rWzxRGHi4qy7UtEjkMBJRIsHTrAtdfCffe5rsSN6dPhyy/h2WetQ7nPZ5/T0gq3LxE5Bu0HJRJMo0ZZ1/O+feGCC1xXU3lWrIB//QvefRfat4cBA1xXJCFIIyiRYDr5ZOvRd+utcPCg62oqx08/WaeIMWMsnETKSQElEmy9e8Mpp9hUV7g7eBCuv94C6oYbXFcjIU4BJRJsPp91mHjwQdi61XU1wXXffdbO6NFHXVciYUABJVIZWrSwpedDhriuJHhef90WRrz+OlTV5W2pOAWUSGUZNgw+/RTee891JYH3xRfWyX3WLKhb13U1EiYUUCKVJSrKNui77Ta7iTdc7NgBV10FY8fC73/vuhoJIwookcrUrRu0agWpqa4rCYyDB+G666BnT/ssEkAKKJHK9tRTtt3EunWuK6m4oUPtetNDD7muRMKQAkqksjVubL/YBw4M7WaykybBnDnw2mvW2kkkwBRQIi4MHmwdvWfOdF1J+Xz+ua1InDXLNiEUCQIFlIgLJ54I48ZZUO3Z47qasvnxR7j6amuG27q162okjCmgRFy55BK49FLbOypUHDgAPXpAnz5wzTWuq5Ewp4AScemxx+CVV+Crr1xXUjp33gknnRRaoSohy9nt3unp6aSnp7Nr1y5XJYi4d/rpMHKkNZP94IOj907ykhdfhHfegSVLtChCKoWz/zckJCSQlpZGdHS0qxJEvKF/f7uf6KWXXFdSsiVLIDkZZs+2Du0ilcDDf66JRIgqVWzBxL33enP33R9+sOtNzz8P557ruhqJIAooES9o3946Mdxzj+tKitq/33YF7tcPrrzSdTUSYRRQIl7x4IPw9tvw0UeuKyl0++0QEwP//rfrSiQCKaBEvCI6Gh5/3Du77z7/PGRmWscILy/ekLCl/+pEvOT66+G006zruUsffWTbg8yaBXXquK1FIpYCSsRLfD7bGj4lBbZscVPD1q12M+6LL0Lz5m5qEEEBJeI9zZvbNN8dd1T+e+/bZyv2/vUvuOKKyn9/kcMooES86L774LPP4N13K+89/X7bTPGMM+z9RRxTQIl4Uc2atkPtwIGVt/vu+PHwySd2w7DPVznvKXIMCigRr/rb36BtW3j00eC/1wcfwIgRtiiidu3gv59IKSigRLzsySdtRd+33wbvPTZvtpuEX3kFzj47eO8jUkYKKBEvi4217hK33Rac3Xdzc21vp9tvhy5dAv/6IhWggBLxuttvt6Xfb7wR2Nf1+2HAAGjWzLagF/EYBZSI11WrZs1k77gDdu8O3OuOHQvLl8PEiVoUIZ6kgBIJBRddBH/5iy1kCITMTLsZeNYsqFUrMK8pEmAKKJFQkZoKU6bAl19W7HU2boRevWDyZJveE/EoBZRIqDjtNBg1yrpM5OeX7zVycqB7d7j7brjssoCWJxJoCiiRUNKvny1umDix7N/r99vuvS1bummjJFJGVV0XICJlULD7bpcuNhKqW7f03/vkk7B6NSxerEUREhI0ghIJNe3a2TWk5OTSf8/8+XYN6803ISoqaKWJBJICSiQUjRxpjWQ//PD4z12/Hm64AV57DZo0CX5tIgGigBIJRXXqwOjRtmDiwIGSn5edDVddZd3JO3eutPJEAkEBJRKqevaE+vXh6aeL/3e/3xZVtGsHgwZVamkigaBFEiKhyuezbhB/+pM1e23UqOi/P/YYfPcdLFqkRRESkjSCEgll55xjjWQHDy56/N13bdXezJlQo4aLykQqTCMokVB3zz3QtCnUq0en7duhQQPYswfmzj16VCUSQhRQIqFu5kzYtQv27cMH1vn8xBOtpZFICNMUn0ioGzYM9u0remz/fjsuEsIUUCKhrqSRkkZQEuIUUCKhrnHjsh0XCREKKJFQl5JydPuiqCg7LhLCFFAioS4pCdLSoEkT/D6ftTNKS7PjIiFMASUSDpKSYMMGFi5YABs2KJwkLBw3oA4ePEhKSgr9+/cv9YvOmTOHxx9/nE8++aRCxYmISOQ6bkBlZ2fTtWtX8n/bwTMnJ4ehQ4cyduxYpk+fXuz3VK1alXPOOYeqVXWblYiIlM9xEyQ6OpqYmJhDj2fOnEnHjh3p0aMH3bt3p3r16syZMweALl260KNHD7p27UqVKlW4//77iYuLC171IiIStso8xNm0aRN//OMfAdi7dy+JiYkkJiYWec6rr75K7dq1iY2NLfY10tLSSEtLA2DLli1kZmaWtYyQ8uuvv4b9zxgMOm9lp3NWPjpv5ROo89a5hK1gyhxQsbGxbN++HYCaNWsW+5wbbrjhmK/Rv3//Q9e04uLiSiwuXGRmZob9zxgMOm9lp3NWPjpv5RPs83bcgPL7/UydOpW1a9eybNkyrr76akaMGMG2bdtI0kohEREJkuMGlM/nIzk5meTk5EPHUlNTg1qUiIiI7oMSERFPcrYOPD09nfT0dHbt2uWqBBER8TBnI6iEhATS0tKIjo52VYKIiHiYpvhERMSTFFAiIuJJCigREfEkn9/v97ssoG7dujRt2tRlCUG3fft2TjvtNNdlhBydt7LTOSsfnbfyCdR5q1u3Lu+8885Rx50HVCSIi4vjs88+c11GyNF5Kzuds/LReSufYJ83TfGJiIgnKaBERMSTFFCVoCybPUohnbey0zkrH5238gn2edM1KBER8SSNoERExJMUUOJpP//8M6effrrrMkQi3sGDB0lJSanU6VBnzWLDVU5ODiNGjKBx48bUq1ePHj16ALZFySmnnMKqVasYMGAALVq0cFypd5R0zgBefvllzjrrLIfVeVdJ523r1q1MmzaNWrVqUb9+fRISEhxX6i0lnbcJEyaQlZVFjRo1aN++PZdffrnjSr0lOzubrl27Mm7cuCLHV69ezeuvv47P56NXr14B/d2mEVSAzZw5k44dOzJw4ECmTJly6HhSUhI333wz8fHxzJ8/32GF3lPSOfv++++pXbs2tWrVclidd5V03lJTU6lZsya7d++mQ4cODiv0ppLOW9u2bdm2bRtffvklixcvdlihN0VHRxMTE3PU8SeeeIJBgwYxcOBAnnjiiYC+pwIqwDZt2nTozuq9e/ceOt6wYUMAPv30U3r37u2kNq8q6ZxNmjSJPn36uCrL80o6b19//TVt27blhhtuYNiwYa7K86ySzttzzz3HAw88wEsvvUS3bt1clRdyNm/eTN26dalbty6bNm0K6GsroAIsNjaW7du3A1CzZs1Dx/1+P88++ywDBgwgOzvbVXmeVNI527ZtGxMnTmTLli288MILrsrzrJLOW7169ahTpw4nn3wyP//8s6vyPKuk87Zz505OOeUUqlSpwsMPP+yqvJDTqFEjduzYwY4dO4iNjQ3oa2uZeYAdOb89b948JkyYwN133813331HvXr1aNCgAf/5z39cl+oZJZ2zKlWq8PHHH9OvXz9SUlK46qqrXJfqKSWdtxUrVjB58mROPvlkLr74Yi655BLXpXpKSectMzOTzMxM9u/fT5s2bUhKSnJdqqf4/X5SU1N56623eOqppxg7diwTJkzg66+/Dto1KAWUiIh4kqb4RETEkxRQIiLiSQooERHxJAWUiIh4kgJKREQ8SQElIiKepIASERFPUrNYEYdWrFjBunXraNCgAeeff77rckQ8RSMoEUeysrJ477336N69O6NHj3ZdjojnKKBEHHnqqafo1asXAOvXr3dcjYj3KKBEHPnmm29o0KABW7duJTo62nU5Ip6jgBJxYOfOnfzyyy8AvPjiiwwfPtxtQSIepGaxIg7MmzePxYsX07FjR0455RQ6derkuiQRz9EqPhEHlixZQmJiolbuiRyDpvhEHFizZg3t2rVzXYaIp2mKT8SBnJwcoqKiXJch4mkKKBER8SRN8YmIiCcpoERExJMUUCIi4kkKKBER8SQFlIiIeJICSkREPOn/Ae4vVXlZYIYlAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig_qs_error, ax = plot_qs_error(\n", + "eq,\n", + "helicity=(1, 0),\n", + "fT=False,\n", + "fC=False,\n", + "legend=False,\n", + "rho=10,\n", + ");\n", + "plot_qs_error(\n", + "eq_opt, helicity=(1, 0), fT=False, fC=False, ax=ax, marker=[\"x\"], rho=10\n", + ");\n", + "ax.grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Running a single optimization, continuation method ###" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Timer: Precomputing transforms = 65.6 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 157 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 36.5 ms\n", + "Timer: Objective build = 206 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 71.8 ms\n", + "Timer: Objective build = 86.2 ms\n", + "Timer: Proximal projection build = 1.25 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 283 ms\n", + "Timer: Linear constraint projection build = 2.09 sec\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 3.74 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.766e+02 \n", + " 1 2 1.433e+01 7.603e-01 7.663e-03 1.120e+03 \n", + " 2 3 1.428e+01 5.310e-02 7.509e-03 1.135e+03 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.428e+01\n", + " Total delta_x: 1.299e-02\n", + " Iterations: 2\n", + " Function evaluations: 3\n", + " Jacobian evaluations: 3\n", + "Timer: Solution time = 50.2 sec\n", + "Timer: Avg time per step = 16.7 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.510e+01 --> 1.428e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 8.051e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.482e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.575e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 8.999e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.657e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.760e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.313e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.293e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.302e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.313e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.293e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.302e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.785e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.727e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 3.868e-07 (N)\n", + "Average absolute Force error: 5.532e-01 --> 4.493e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.249e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 2.799e-13 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.251e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 67.8 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 145 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 36.7 ms\n", + "Timer: Objective build = 252 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 73.4 ms\n", + "Timer: Objective build = 87.4 ms\n", + "Timer: Proximal projection build = 2.16 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 240 ms\n", + "Timer: Linear constraint projection build = 1.71 sec\n", + "Number of parameters: 24\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 4.18 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.455e+01 3.597e+03 \n", + " 1 4 1.241e+01 2.142e+00 1.759e-02 2.306e+04 \n", + " 2 5 8.429e+00 3.976e+00 1.740e-02 1.010e+04 \n", + " 3 7 7.525e+00 9.036e-01 9.665e-03 3.384e+03 \n", + " 4 8 6.970e+00 5.557e-01 6.564e-03 1.752e+03 \n", + " 5 9 6.968e+00 1.844e-03 1.668e-02 6.431e+03 \n", + " 6 10 6.060e+00 9.077e-01 3.322e-03 6.021e+02 \n", + " 7 11 5.955e+00 1.048e-01 6.231e-03 1.826e+03 \n", + " 8 12 5.753e+00 2.027e-01 1.358e-02 4.080e+03 \n", + " 9 13 5.474e+00 2.790e-01 1.090e-02 2.390e+03 \n", + " 10 15 5.206e+00 2.674e-01 6.023e-03 6.539e+02 \n", + " 11 16 5.140e+00 6.634e-02 9.590e-03 3.196e+03 \n", + " 12 17 4.893e+00 2.472e-01 9.749e-03 2.989e+03 \n", + " 13 19 4.620e+00 2.726e-01 5.236e-03 1.013e+03 \n", + " 14 20 4.554e+00 6.595e-02 1.108e-02 3.994e+03 \n", + " 15 22 4.450e+00 1.039e-01 4.205e-03 1.371e+03 \n", + " 16 45 4.448e+00 1.851e-03 3.295e-16 1.371e+03 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + "`xtol` condition satisfied.\n", + " Current function value: 4.448e+00\n", + " Total delta_x: 9.295e-02\n", + " Iterations: 16\n", + " Function evaluations: 45\n", + " Jacobian evaluations: 17\n", + "Timer: Solution time = 3.13 min\n", + "Timer: Avg time per step = 11.0 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.433e+01 --> 4.448e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 8.051e-03 --> 3.431e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.482e-07 --> 1.765e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 1.575e-03 --> 2.382e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.141e-02 --> 4.863e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.101e-07 --> 2.502e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 2.232e-03 --> 3.376e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.306e+00 --> 1.644e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.249e+00 --> 4.714e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.283e+00 --> 9.022e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.306e+00 --> 1.644e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.249e+00 --> 4.714e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.283e+00 --> 9.022e-01 (normalized)\n", + "Aspect ratio: 5.785e+00 --> 5.825e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.727e+01 --> 3.269e+02 (N)\n", + "Minimum absolute Force error: 3.868e-07 --> 1.205e-03 (N)\n", + "Average absolute Force error: 4.493e-01 --> 4.673e+00 (N)\n", + "Maximum absolute Force error: 1.407e-05 --> 2.664e-04 (normalized)\n", + "Minimum absolute Force error: 3.152e-13 --> 9.815e-10 (normalized)\n", + "Average absolute Force error: 3.661e-07 --> 3.807e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 7.837e-20 (m)\n", + "Z boundary error: 0.000e+00 --> 1.096e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + } + ], + "source": [ + "k=2\n", + "qs_weight = 10\n", + "ar_weight = 10\n", + "eq_test = eq.copy()\n", + "eq_opt_fam, eq_opt = run_steps(\n", + " eq=eq_test,\n", + " modes=k,\n", + " qs_weight=qs_weight,\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Running multiple optimizations ###" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "def run_all_experiments(eq, weight_combinations):\n", + " \"\"\"\n", + " Run a series of optimizations for each weight combination, including mode number, and store results.\n", + "\n", + " Parameters:\n", + " - eq: Initial DESC equilibrium object.\n", + " - weight_combinations: List of (mode_number, qs_weight, aspect_ratio_weight) tuples.\n", + " - maxiter: Maximum number of iterations for each optimization.\n", + "\n", + " Returns:\n", + " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", + " - results_df: Pandas DataFrame containing the weight values and mode number for each run.\n", + " \"\"\"\n", + " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", + " results = [] # List to store weight values for each experiment\n", + "\n", + " for mode, qs_weight, ar_weight in weight_combinations:\n", + " eq_test = eq.copy()\n", + " try:\n", + " # Run optimization for each weight combination, using mode as k\n", + " eq_new = run_step_weights(\n", + " k=mode, # Use mode number as k directly\n", + " eq=eq_test,\n", + " target=True,\n", + " qs_weight=qs_weight,\n", + " ar_weight=ar_weight,\n", + " n_wells=5,\n", + " n_pol=8,\n", + " )\n", + " # Append the new equilibrium to the family\n", + " eqfam.append(eq_new)\n", + " # Log the weight values and mode number\n", + " results.append(\n", + " {\n", + " \"mode_number\": mode,\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Success\",\n", + " }\n", + " )\n", + " print(\n", + " f\"Optimization successful for mode={mode}, qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", + " )\n", + " except Exception as e:\n", + " print(\n", + " f\"Optimization failed for mode={mode}, qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", + " )\n", + " results.append(\n", + " {\n", + " \"mode_number\": mode,\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Failed\",\n", + " }\n", + " )\n", + "\n", + " # Convert results to a DataFrame\n", + " results_df = pd.DataFrame(results)\n", + " return eqfam, results_df\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/3473964650.py:41: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Timer: Precomputing transforms = 71.9 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 159 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.8 ms\n", + "Timer: Objective build = 216 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 73.9 ms\n", + "Timer: Objective build = 88.4 ms\n", + "Timer: Proximal projection build = 1.33 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 307 ms\n", + "Timer: Linear constraint projection build = 2.54 sec\n", + "Number of parameters: 16\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 4.30 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 8.176e+01 \n", + " 1 4 1.456e+01 5.297e-01 6.087e-03 3.349e+02 \n", + " 2 5 1.311e+01 1.443e+00 1.353e-02 6.461e+03 \n", + " 3 7 1.032e+01 2.790e+00 1.042e-02 4.754e+03 \n", + " 4 8 9.537e+00 7.872e-01 1.548e-02 8.330e+03 \n", + " 5 10 7.981e+00 1.556e+00 4.080e-03 1.036e+03 \n", + " 6 12 7.817e+00 1.644e-01 1.764e-03 2.002e+02 \n", + " 7 13 7.741e+00 7.573e-02 1.644e-03 1.602e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 7.741e+00\n", + " Total delta_x: 4.345e-02\n", + " Iterations: 7\n", + " Function evaluations: 13\n", + " Jacobian evaluations: 8\n", + "Timer: Solution time = 1.48 min\n", + "Timer: Avg time per step = 11.1 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.490e+01 --> 7.751e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 9.081e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.058e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 7.005e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.015e-01 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.300e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 7.830e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.449e+00 --> 2.091e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.418e+00 --> 1.023e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.441e+00 --> 1.508e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.449e+00 --> 2.091e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.418e+00 --> 1.023e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.441e+00 --> 1.508e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 6.226e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 7.480e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.979e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 2.082e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 5.412e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.432e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.507e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 1.253e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 3.103e-17 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for mode=2, qs_weight=4, ar_weight=4\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/3473964650.py:41: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 66.9 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 146 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.0 ms\n", + "Timer: Objective build = 210 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 73.3 ms\n", + "Timer: Objective build = 87.8 ms\n", + "Timer: Proximal projection build = 1.27 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 116 ms\n", + "Timer: Linear constraint projection build = 282 ms\n", + "Number of parameters: 16\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.75 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 8.182e+01 \n", + " 1 4 1.460e+01 4.916e-01 5.853e-03 6.035e+02 \n", + " 2 5 1.333e+01 1.267e+00 1.252e-02 7.345e+03 \n", + " 3 7 1.071e+01 2.615e+00 9.803e-03 6.489e+03 \n", + " 4 8 1.019e+01 5.188e-01 1.473e-02 8.444e+03 \n", + " 5 10 8.668e+00 1.527e+00 4.074e-03 1.607e+03 \n", + " 6 12 8.555e+00 1.127e-01 1.685e-03 2.036e+02 \n", + " 7 13 8.538e+00 1.647e-02 1.465e-03 1.875e+02 \n", + " 8 35 8.538e+00 0.000e+00 0.000e+00 1.875e+02 \n", + "Warning: A bad approximation caused failure to predict improvement.\n", + " Current function value: 8.538e+00\n", + " Total delta_x: 4.138e-02\n", + " Iterations: 8\n", + " Function evaluations: 35\n", + " Jacobian evaluations: 8\n", + "Timer: Solution time = 2.05 min\n", + "Timer: Avg time per step = 13.7 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.488e+01 --> 8.539e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 7.615e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 6.932e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 6.152e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 8.512e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 7.749e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 6.877e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.450e+00 --> 2.109e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.410e+00 --> 1.078e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.440e+00 --> 1.554e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.450e+00 --> 2.109e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.410e+00 --> 1.078e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.440e+00 --> 1.554e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 6.221e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 7.322e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.208e-03 (N)\n", + "Average absolute Force error: 5.532e-01 --> 2.046e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 5.298e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 8.739e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.480e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 1.253e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 3.103e-17 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for mode=2, qs_weight=5, ar_weight=5\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/3473964650.py:41: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 66.5 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 142 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 36.8 ms\n", + "Timer: Objective build = 210 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 73.2 ms\n", + "Timer: Objective build = 87.8 ms\n", + "Timer: Proximal projection build = 1.27 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 118 ms\n", + "Timer: Linear constraint projection build = 285 ms\n", + "Number of parameters: 16\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.75 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 8.208e+01 \n", + " 1 3 1.473e+01 3.626e-01 1.005e-02 5.386e+03 \n", + " 2 4 1.351e+01 1.219e+00 1.164e-02 1.405e+04 \n", + " 3 6 1.133e+01 2.179e+00 8.628e-03 1.058e+04 \n", + " 4 8 1.068e+01 6.436e-01 3.173e-03 9.410e+02 \n", + " 5 9 1.051e+01 1.697e-01 5.015e-03 5.410e+03 \n", + " 6 10 1.045e+01 6.184e-02 4.054e-03 3.901e+03 \n", + " 7 11 1.029e+01 1.581e-01 1.716e-03 4.601e+02 \n", + " 8 13 1.029e+01 3.592e-03 6.797e-04 9.263e+01 \n", + " 9 14 1.029e+01 3.958e-04 1.445e-04 3.597e+01 \n", + " 10 15 1.029e+01 3.822e-04 4.001e-05 3.619e+01 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.029e+01\n", + " Total delta_x: 3.452e-02\n", + " Iterations: 10\n", + " Function evaluations: 15\n", + " Jacobian evaluations: 11\n", + "Timer: Solution time = 1.29 min\n", + "Timer: Avg time per step = 7.08 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.487e+01 --> 1.029e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 5.022e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.716e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 4.195e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 5.613e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 3.036e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 4.689e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.473e+00 --> 2.141e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.394e+00 --> 1.272e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.438e+00 --> 1.698e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.473e+00 --> 2.141e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.394e+00 --> 1.272e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.438e+00 --> 1.698e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 6.178e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 7.342e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.063e-03 (N)\n", + "Average absolute Force error: 5.532e-01 --> 2.389e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 5.312e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 7.692e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.728e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 1.253e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 3.103e-17 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for mode=2, qs_weight=8, ar_weight=8\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/3473964650.py:41: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 67.9 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 142 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.3 ms\n", + "Timer: Objective build = 216 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 74.5 ms\n", + "Timer: Objective build = 88.7 ms\n", + "Timer: Proximal projection build = 1.29 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 118 ms\n", + "Timer: Linear constraint projection build = 288 ms\n", + "Number of parameters: 16\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.77 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 8.232e+01 \n", + " 1 3 1.467e+01 4.226e-01 6.719e-03 3.839e+03 \n", + " 2 4 1.371e+01 9.509e-01 6.500e-03 1.133e+03 \n", + " 3 6 1.289e+01 8.266e-01 5.751e-03 8.846e+03 \n", + " 4 7 1.279e+01 9.544e-02 9.147e-03 1.252e+04 \n", + " 5 8 1.185e+01 9.374e-01 1.821e-03 1.376e+03 \n", + " 6 9 1.174e+01 1.151e-01 2.797e-03 3.495e+03 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.174e+01\n", + " Total delta_x: 2.850e-02\n", + " Iterations: 6\n", + " Function evaluations: 9\n", + " Jacobian evaluations: 7\n", + "Timer: Solution time = 1.02 min\n", + "Timer: Avg time per step = 8.81 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.489e+01 --> 1.175e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 4.242e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 5.926e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 3.265e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 4.742e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 6.624e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 3.650e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.465e+00 --> 2.208e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.413e+00 --> 1.494e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.440e+00 --> 1.871e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.465e+00 --> 2.208e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.413e+00 --> 1.494e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.440e+00 --> 1.871e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 6.150e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 5.224e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 8.124e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 1.879e+00 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 3.780e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 5.878e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 1.359e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 1.253e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 3.103e-17 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for mode=2, qs_weight=10, ar_weight=10\n" + ] + } + ], + "source": [ + "weight_combinations = [\n", + "# n=2 mode\n", + "(2, 4, 4),\n", + "(2, 5, 5),\n", + "(2, 8, 8),\n", + "(2, 10, 10),\n", + "]\n", + "eq_test = eq.copy()\n", + "eq_fam,results_df = run_all_experiments(eq_test,weight_combinations)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "def print_results(eq_fam,results_df):\n", + " eq_init = eq_fam[0]\n", + " iota_grid = LinearGrid(rho=0.5)\n", + " iota = jnp.abs(eq_init.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq_init, iota, n_pol=11, rho=0.5)\n", + " R_eff = eq_init.compute(\"R_eff\", grid=grid, n_wells=5)[\"R_eff\"]\n", + " L_par = eq_init.compute(\"L_par\", grid=grid, n_wells=5)[\"L_par\"]\n", + " a = get_value(eq_init, \"a\", grid)\n", + " R_max = jnp.min(a/R_eff)\n", + " L_max = jnp.min(a/L_par)\n", + " R_mean = jnp.mean(a/R_eff)\n", + " L_mean = jnp.mean(a/L_par)\n", + " crit = jnp.min(a/R_eff+8*a/L_par)\n", + " print(f\"Initial equilibrium, (a/R)_min = {R_max:.3f}, (a/L)_min = {L_max:.3f}, (a/R)_mean = {R_mean:.3f}, (a/L)_mean = {L_mean:.3f}, crit = {crit:.3f}\")\n", + " for i in range(len(eq_fam)-1):\n", + " iota_grid = LinearGrid(rho=0.5)\n", + " eq = eq_fam[i+1]\n", + " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq, iota, n_pol=11, rho=0.5)\n", + " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=5)[\"R_eff\"]\n", + " L_par = eq.compute(\"L_par\", grid=grid, n_wells=5)[\"L_par\"]\n", + " a = get_value(eq, \"a\", grid)\n", + " R_max = jnp.min(a/R_eff)\n", + " L_max = jnp.min(a/L_par)\n", + " R_mean = jnp.mean(a/R_eff)\n", + " L_mean = jnp.mean(a/L_par)\n", + " crit = jnp.min(a/R_eff+8*a/L_par)\n", + " mode = results_df.iloc[i][\"mode_number\"]\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " ar_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " print(f\"Mode: {mode}, qs_weight: {qs_weight}, ar_weight: {ar_weight}, (a/R)_min = {R_max:.3f}, (a/L)_max = {L_max:.3f}, (a/R)_mean = {R_mean:.3f}, (a/L)_mean = {L_mean:.3f}, crit = {crit:.3f}\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial equilibrium, (a/R)_min = 0.034, (a/L)_min = 0.022, (a/R)_mean = 0.034, (a/L)_mean = 0.022, crit = 0.209\n", + "Mode: 2, qs_weight: 4, ar_weight: 4, (a/R)_min = 0.038, (a/L)_max = 0.018, (a/R)_mean = 0.057, (a/L)_mean = 0.019, crit = 0.186\n", + "Mode: 2, qs_weight: 5, ar_weight: 5, (a/R)_min = 0.038, (a/L)_max = 0.019, (a/R)_mean = 0.055, (a/L)_mean = 0.019, crit = 0.187\n", + "Mode: 2, qs_weight: 8, ar_weight: 8, (a/R)_min = 0.038, (a/L)_max = 0.019, (a/R)_mean = 0.050, (a/L)_mean = 0.019, crit = 0.191\n", + "Mode: 2, qs_weight: 10, ar_weight: 10, (a/R)_min = 0.037, (a/L)_max = 0.019, (a/R)_mean = 0.044, (a/L)_mean = 0.019, crit = 0.188\n" + ] + } + ], + "source": [ + "print_results(eq_fam,results_df)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run multiple continuation type optimizations ###" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "def run_all_experiments_combined(eq, weight_combinations, max_mode = 2):\n", + " \"\"\"\n", + " Run a series of optimizations for each weight combination, including mode number, and store results.\n", + "\n", + " Parameters:\n", + " - eq: Initial DESC equilibrium object.\n", + " - weight_combinations: List of (mode_number, qs_weight, aspect_ratio_weight) tuples.\n", + " - maxiter: Maximum number of iterations for each optimization.\n", + "\n", + " Returns:\n", + " - eqfam: EquilibriaFamily containing optimized equilibrium objects.\n", + " - results_df: Pandas DataFrame containing the weight values and mode number for each run.\n", + " \"\"\"\n", + " eqfam = EquilibriaFamily(eq) # Initialize with initial equilibrium\n", + " results = [] # List to store weight values for each experiment\n", + "\n", + " for qs_weight, ar_weight in weight_combinations:\n", + " eq_test = eq.copy()\n", + " try:\n", + " # Run optimization for each weight combination, using mode as k\n", + " _,eq_new = run_steps(\n", + " eq_test,\n", + " modes=max_mode,\n", + " target=False,\n", + " qs_weight=qs_weight,\n", + " ar_weight=ar_weight,\n", + " n_wells=5,\n", + " n_pol=8\n", + " )\n", + " # Append the new equilibrium to the family\n", + " eqfam.append(eq_new)\n", + " # Log the weight values and mode number\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Success\",\n", + " }\n", + " )\n", + " print(\n", + " f\"Optimization successful for qs_weight={qs_weight}, ar_weight={ar_weight}\"\n", + " )\n", + " except Exception as e:\n", + " print(\n", + " f\"Optimization failed for qs_weight={qs_weight}, ar_weight={ar_weight}: {e}\"\n", + " )\n", + " results.append(\n", + " {\n", + " \"qs_weight\": qs_weight,\n", + " \"aspect_ratio_weight\": ar_weight,\n", + " \"status\": \"Failed\",\n", + " }\n", + " )\n", + "\n", + " # Convert results to a DataFrame\n", + " results_df = pd.DataFrame(results)\n", + " return eqfam, results_df\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 70.0 ms\n", + "Building objective: Effective radius\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Precomputing transforms\n", + "Timer: Precomputing transforms = 134 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 36.5 ms\n", + "Timer: Objective build = 211 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 72.1 ms\n", + "Timer: Objective build = 86.6 ms\n", + "Timer: Proximal projection build = 1.27 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 116 ms\n", + "Timer: Linear constraint projection build = 291 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.75 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.757e+02 \n", + " 1 2 1.409e+01 9.961e-01 1.506e-02 1.457e+03 \n", + " 2 6 1.387e+01 2.203e-01 2.346e-03 1.467e+02 \n", + " 3 8 1.384e+01 3.428e-02 6.293e-04 9.439e+01 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.384e+01\n", + " Total delta_x: 1.601e-02\n", + " Iterations: 3\n", + " Function evaluations: 8\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 1.11 min\n", + "Timer: Avg time per step = 16.7 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.508e+01 --> 1.382e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 1.715e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 2.466e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 3.430e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.917e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 2.756e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 3.834e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.480e+00 --> 2.265e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.265e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.265e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.480e+00 --> 2.265e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.265e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.456e+00 --> 2.265e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.884e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.829e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 2.199e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 4.967e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.323e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.591e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.594e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 67.1 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 138 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 36.5 ms\n", + "Timer: Objective build = 209 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 73.6 ms\n", + "Timer: Objective build = 88.9 ms\n", + "Timer: Proximal projection build = 1.26 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 117 ms\n", + "Timer: Linear constraint projection build = 218 ms\n", + "Number of parameters: 24\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.66 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.387e+01 2.557e+03 \n", + " 1 4 9.590e+00 4.278e+00 3.732e-02 6.713e+03 \n", + " 2 6 7.096e+00 2.495e+00 2.053e-02 5.262e+03 \n", + " 3 7 4.735e+00 2.361e+00 1.265e-02 2.271e+03 \n", + " 4 9 4.269e+00 4.664e-01 7.133e-03 1.411e+03 \n", + " 5 11 4.105e+00 1.640e-01 3.888e-03 3.565e+02 \n", + " 6 12 3.958e+00 1.463e-01 3.993e-03 1.847e+02 \n", + " 7 13 3.840e+00 1.184e-01 6.665e-03 9.140e+02 \n", + " 8 14 3.664e+00 1.758e-01 1.377e-02 1.447e+03 \n", + " 9 16 3.570e+00 9.476e-02 8.459e-03 7.898e+02 \n", + " 10 17 3.365e+00 2.050e-01 7.019e-03 6.147e+02 \n", + " 11 18 3.188e+00 1.763e-01 1.374e-02 1.271e+03 \n", + " 12 19 3.031e+00 1.568e-01 1.303e-02 5.084e+02 \n", + " 13 20 2.874e+00 1.574e-01 1.014e-02 2.720e+02 \n", + " 14 22 2.762e+00 1.123e-01 2.742e-03 1.435e+01 \n", + " 15 23 2.619e+00 1.428e-01 4.861e-03 1.372e+02 \n", + " 16 47 2.619e+00 0.000e+00 0.000e+00 1.372e+02 \n", + "Warning: A bad approximation caused failure to predict improvement.\n", + " Current function value: 2.619e+00\n", + " Total delta_x: 7.910e-02\n", + " Iterations: 16\n", + " Function evaluations: 47\n", + " Jacobian evaluations: 16\n", + "Timer: Solution time = 2.95 min\n", + "Timer: Avg time per step = 10.4 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.325e+01 --> 2.629e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.715e-02 --> 5.986e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.466e-06 --> 4.545e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 3.430e-03 --> 4.389e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.990e-02 --> 6.948e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.862e-06 --> 5.275e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 3.981e-03 --> 5.094e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.210e+00 --> 1.356e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.210e+00 --> 3.999e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.210e+00 --> 7.558e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.210e+00 --> 1.356e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.210e+00 --> 3.999e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.210e+00 --> 7.558e-01 (normalized)\n", + "Aspect ratio: 5.884e+00 --> 5.959e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.829e+01 --> 7.091e+02 (N)\n", + "Minimum absolute Force error: 2.199e-04 --> 2.307e-03 (N)\n", + "Average absolute Force error: 4.967e-01 --> 1.624e+01 (N)\n", + "Maximum absolute Force error: 1.348e-05 --> 5.228e-04 (normalized)\n", + "Minimum absolute Force error: 1.621e-10 --> 1.701e-09 (normalized)\n", + "Average absolute Force error: 3.662e-07 --> 1.197e-05 (normalized)\n", + "R boundary error: 0.000e+00 --> 9.597e-21 (m)\n", + "Z boundary error: 0.000e+00 --> 8.679e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=5, ar_weight=8\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 67.8 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 138 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.4 ms\n", + "Timer: Objective build = 212 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 74.6 ms\n", + "Timer: Objective build = 88.6 ms\n", + "Timer: Proximal projection build = 1.30 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 118 ms\n", + "Timer: Linear constraint projection build = 286 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.78 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.759e+02 \n", + " 1 2 1.418e+01 9.127e-01 8.736e-03 1.172e+03 \n", + " 2 3 1.402e+01 1.551e-01 4.321e-03 1.239e+02 \n", + " 3 5 1.397e+01 4.507e-02 2.406e-03 9.610e+01 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.397e+01\n", + " Total delta_x: 1.259e-02\n", + " Iterations: 3\n", + " Function evaluations: 5\n", + " Jacobian evaluations: 4\n", + "Timer: Solution time = 52.5 sec\n", + "Timer: Avg time per step = 13.1 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.509e+01 --> 1.397e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 8.961e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 7.651e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.854e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 1.002e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 8.553e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 2.073e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.284e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.252e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.266e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.476e+00 --> 2.284e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.437e+00 --> 2.252e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.266e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.769e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.734e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 1.506e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 4.717e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.255e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.090e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.413e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 67.7 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 138 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.2 ms\n", + "Timer: Objective build = 210 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 80.6 ms\n", + "Timer: Objective build = 95.6 ms\n", + "Timer: Proximal projection build = 1.23 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 119 ms\n", + "Timer: Linear constraint projection build = 223 ms\n", + "Number of parameters: 24\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.64 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.424e+01 3.385e+03 \n", + " 1 4 1.086e+01 3.374e+00 2.082e-02 1.266e+04 \n", + " 2 6 7.940e+00 2.925e+00 1.097e-02 7.609e+03 \n", + " 3 7 6.787e+00 1.153e+00 1.583e-02 7.246e+03 \n", + " 4 9 6.220e+00 5.666e-01 5.148e-03 1.800e+03 \n", + " 5 10 5.915e+00 3.055e-01 9.486e-03 3.005e+03 \n", + " 6 11 5.478e+00 4.370e-01 8.249e-03 1.760e+03 \n", + " 7 12 5.183e+00 2.947e-01 1.198e-02 9.031e+02 \n", + " 8 14 4.979e+00 2.043e-01 8.630e-03 1.054e+03 \n", + " 9 15 4.707e+00 2.720e-01 1.644e-02 1.437e+03 \n", + " 10 16 4.402e+00 3.048e-01 1.109e-02 3.219e+03 \n", + " 11 18 3.942e+00 4.601e-01 7.106e-03 5.296e+02 \n", + " 12 20 3.895e+00 4.650e-02 3.125e-03 2.322e+02 \n", + " 13 23 3.854e+00 4.088e-02 5.044e-04 3.063e+01 \n", + " 14 24 3.854e+00 6.591e-04 1.192e-03 5.582e+01 \n", + " 15 25 3.834e+00 1.992e-02 2.512e-04 1.862e+01 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 3.834e+00\n", + " Total delta_x: 8.107e-02\n", + " Iterations: 15\n", + " Function evaluations: 25\n", + " Jacobian evaluations: 16\n", + "Timer: Solution time = 2.13 min\n", + "Timer: Avg time per step = 8.01 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.400e+01 --> 3.835e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 8.961e-03 --> 3.865e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 7.651e-07 --> 4.484e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 1.854e-03 --> 2.910e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.263e-02 --> 5.447e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.078e-06 --> 6.319e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 2.613e-03 --> 4.100e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.273e+00 --> 1.491e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.215e+00 --> 4.279e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.245e+00 --> 8.127e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.273e+00 --> 1.491e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.215e+00 --> 4.279e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.245e+00 --> 8.127e-01 (normalized)\n", + "Aspect ratio: 5.769e+00 --> 5.838e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.734e+01 --> 4.255e+02 (N)\n", + "Minimum absolute Force error: 1.506e-04 --> 2.536e-03 (N)\n", + "Average absolute Force error: 4.717e-01 --> 8.591e+00 (N)\n", + "Maximum absolute Force error: 1.409e-05 --> 3.457e-04 (normalized)\n", + "Minimum absolute Force error: 1.223e-10 --> 2.060e-09 (normalized)\n", + "Average absolute Force error: 3.832e-07 --> 6.980e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 1.220e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 2.732e-20 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=8, ar_weight=5\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 68.6 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 171 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 38.3 ms\n", + "Timer: Objective build = 214 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 74.7 ms\n", + "Timer: Objective build = 89.5 ms\n", + "Timer: Proximal projection build = 1.24 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 118 ms\n", + "Timer: Linear constraint projection build = 283 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.72 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.761e+02 \n", + " 1 2 1.467e+01 4.170e-01 4.420e-03 7.522e+02 \n", + " 2 4 1.459e+01 8.061e-02 2.057e-03 1.962e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.459e+01\n", + " Total delta_x: 4.540e-03\n", + " Iterations: 2\n", + " Function evaluations: 4\n", + " Jacobian evaluations: 3\n", + "Timer: Solution time = 49.7 sec\n", + "Timer: Avg time per step = 16.5 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.509e+01 --> 1.458e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 4.456e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.003e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 1.022e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 4.981e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.121e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.142e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.474e+00 --> 2.400e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.363e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.380e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.474e+00 --> 2.400e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.363e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.380e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.919e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.794e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 2.036e-05 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.073e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.298e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.473e-11 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.671e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 69.1 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 139 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.0 ms\n", + "Timer: Objective build = 212 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 74.6 ms\n", + "Timer: Objective build = 89.2 ms\n", + "Timer: Proximal projection build = 1.20 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 117 ms\n", + "Timer: Linear constraint projection build = 221 ms\n", + "Number of parameters: 24\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.60 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.462e+01 2.868e+03 \n", + " 1 4 1.249e+01 2.132e+00 1.718e-02 1.640e+04 \n", + " 2 6 9.164e+00 3.324e+00 1.022e-02 1.083e+04 \n", + " 3 7 8.067e+00 1.097e+00 1.792e-02 1.257e+04 \n", + " 4 8 6.984e+00 1.083e+00 1.292e-02 7.031e+03 \n", + " 5 9 6.737e+00 2.466e-01 1.543e-02 6.865e+03 \n", + " 6 10 5.528e+00 1.209e+00 3.353e-03 1.814e+03 \n", + " 7 11 5.297e+00 2.313e-01 6.182e-03 7.348e+02 \n", + " 8 12 5.086e+00 2.109e-01 1.187e-02 7.695e+02 \n", + " 9 14 4.915e+00 1.708e-01 5.634e-03 6.280e+02 \n", + " 10 15 4.577e+00 3.381e-01 1.093e-02 2.481e+03 \n", + " 11 17 4.391e+00 1.861e-01 5.674e-03 1.001e+03 \n", + " 12 18 4.352e+00 3.857e-02 1.102e-02 2.813e+03 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 4.352e+00\n", + " Total delta_x: 8.849e-02\n", + " Iterations: 12\n", + " Function evaluations: 18\n", + " Jacobian evaluations: 13\n", + "Timer: Solution time = 1.85 min\n", + "Timer: Avg time per step = 8.55 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.437e+01 --> 4.345e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 4.456e-03 --> 4.447e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.003e-06 --> 1.328e-06 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 1.022e-03 --> 3.069e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 5.364e-03 --> 5.352e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.208e-06 --> 1.598e-06 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 1.230e-03 --> 3.694e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.394e+00 --> 1.607e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.316e+00 --> 4.620e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.359e+00 --> 8.753e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.394e+00 --> 1.607e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.316e+00 --> 4.620e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.359e+00 --> 8.753e-01 (normalized)\n", + "Aspect ratio: 5.919e+00 --> 5.930e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.794e+01 --> 4.687e+02 (N)\n", + "Minimum absolute Force error: 2.036e-05 --> 8.117e-04 (N)\n", + "Average absolute Force error: 5.073e-01 --> 6.894e+00 (N)\n", + "Maximum absolute Force error: 1.347e-05 --> 3.519e-04 (normalized)\n", + "Minimum absolute Force error: 1.529e-11 --> 6.094e-10 (normalized)\n", + "Average absolute Force error: 3.809e-07 --> 5.176e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 4.883e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 2.682e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=10, ar_weight=8\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 68.3 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 136 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 37.7 ms\n", + "Timer: Objective build = 212 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 74.8 ms\n", + "Timer: Objective build = 88.3 ms\n", + "Timer: Proximal projection build = 1.26 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 115 ms\n", + "Timer: Linear constraint projection build = 278 ms\n", + "Number of parameters: 8\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.73 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.509e+01 2.761e+02 \n", + " 1 2 1.476e+01 3.274e-01 3.968e-03 6.232e+02 \n", + " 2 4 1.471e+01 5.248e-02 2.200e-03 2.019e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + " Current function value: 1.471e+01\n", + " Total delta_x: 3.766e-03\n", + " Iterations: 2\n", + " Function evaluations: 4\n", + " Jacobian evaluations: 3\n", + "Timer: Solution time = 47.6 sec\n", + "Timer: Avg time per step = 15.8 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.509e+01 --> 1.470e+01, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.048e-03 --> 4.206e-03 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.424e-08 --> 1.056e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 6.532e-05 --> 9.827e-04 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 1.171e-03 --> 4.702e-03 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 2.709e-08 --> 1.181e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 7.301e-05 --> 1.098e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.419e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.376e+00 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.397e+00 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.475e+00 --> 2.419e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.438e+00 --> 2.376e+00 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.457e+00 --> 2.397e+00 (normalized)\n", + "Aspect ratio: 6.000e+00 --> 5.948e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.962e+01 --> 1.867e+01 (N)\n", + "Minimum absolute Force error: 1.193e-05 --> 2.573e-04 (N)\n", + "Average absolute Force error: 5.532e-01 --> 5.419e-01 (N)\n", + "Maximum absolute Force error: 1.420e-05 --> 1.351e-05 (normalized)\n", + "Minimum absolute Force error: 8.629e-12 --> 1.862e-10 (normalized)\n", + "Average absolute Force error: 4.003e-07 --> 3.921e-07 (normalized)\n", + "R boundary error: 0.000e+00 --> 3.881e-18 (m)\n", + "Z boundary error: 0.000e+00 --> 2.181e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_305466/1672618710.py:42: DeprecationWarning: vstack requires ndarray or scalar arguments, got at position 0. In a future JAX release this will be an error.\n", + " R_modes = jnp.vstack(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: QS two-term\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 66.8 ms\n", + "Building objective: Effective radius\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 143 us\n", + "Building objective: aspect ratio\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 36.9 ms\n", + "Timer: Objective build = 208 ms\n", + "Building objective: force\n", + "Precomputing transforms\n", + "Timer: Precomputing transforms = 73.6 ms\n", + "Timer: Objective build = 88.3 ms\n", + "Timer: Proximal projection build = 1.19 sec\n", + "Building objective: lcfs R\n", + "Building objective: lcfs Z\n", + "Building objective: fixed pressure\n", + "Building objective: fixed current\n", + "Building objective: fixed Psi\n", + "Timer: Objective build = 118 ms\n", + "Timer: Linear constraint projection build = 221 ms\n", + "Number of parameters: 24\n", + "Number of objectives: 1689\n", + "Timer: Initializing the optimization = 1.60 sec\n", + "\n", + "Starting optimization\n", + "Using method: proximal-lsq-exact\n", + " Iteration Total nfev Cost Cost reduction Step norm Optimality \n", + " 0 1 1.472e+01 2.663e+03 \n", + " 1 4 1.305e+01 1.666e+00 1.782e-02 1.820e+04 \n", + " 2 5 1.051e+01 2.544e+00 1.947e-02 2.663e+04 \n", + " 3 6 7.860e+00 2.647e+00 1.377e-02 1.072e+04 \n", + " 4 7 7.147e+00 7.123e-01 1.812e-02 8.984e+03 \n", + " 5 8 5.555e+00 1.593e+00 1.218e-02 5.398e+03 \n", + " 6 10 5.040e+00 5.148e-01 8.104e-03 2.484e+03 \n", + " 7 11 4.679e+00 3.611e-01 1.237e-02 2.543e+03 \n", + " 8 13 4.369e+00 3.091e-01 6.457e-03 3.394e+02 \n", + " 9 14 4.098e+00 2.719e-01 1.158e-02 2.526e+03 \n", + " 10 17 4.054e+00 4.317e-02 1.625e-03 1.642e+02 \n", + " 11 40 4.053e+00 1.062e-03 1.968e-16 1.642e+02 \n", + "Optimization terminated successfully.\n", + "`ftol` condition satisfied.\n", + "`xtol` condition satisfied.\n", + " Current function value: 4.053e+00\n", + " Total delta_x: 8.469e-02\n", + " Iterations: 11\n", + " Function evaluations: 40\n", + " Jacobian evaluations: 12\n", + "Timer: Solution time = 2.59 min\n", + "Timer: Avg time per step = 12.9 sec\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.457e+01 --> 4.053e+00, \n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 4.206e-03 --> 4.572e-02 (T^3)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.056e-07 --> 6.628e-07 (T^3)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 9.827e-04 --> 2.953e-03 (T^3)\n", + "Maximum absolute Quasi-symmetry (1,0) two-term error: 4.928e-03 --> 5.357e-02 (normalized)\n", + "Minimum absolute Quasi-symmetry (1,0) two-term error: 1.238e-07 --> 7.766e-07 (normalized)\n", + "Average absolute Quasi-symmetry (1,0) two-term error: 1.151e-03 --> 3.461e-03 (normalized)\n", + "Maximum absolute Effective radius of curvature R_eff: 2.443e+00 --> 1.559e+00 ~\n", + "Minimum absolute Effective radius of curvature R_eff: 2.306e+00 --> 4.727e-01 ~\n", + "Average absolute Effective radius of curvature R_eff: 2.384e+00 --> 8.769e-01 ~\n", + "Maximum absolute Effective radius of curvature R_eff: 2.443e+00 --> 1.559e+00 (normalized)\n", + "Minimum absolute Effective radius of curvature R_eff: 2.306e+00 --> 4.727e-01 (normalized)\n", + "Average absolute Effective radius of curvature R_eff: 2.384e+00 --> 8.769e-01 (normalized)\n", + "Aspect ratio: 5.948e+00 --> 5.953e+00 (dimensionless)\n", + "Maximum absolute Force error: 1.867e+01 --> 4.317e+02 (N)\n", + "Minimum absolute Force error: 2.573e-04 --> 1.269e-03 (N)\n", + "Average absolute Force error: 5.419e-01 --> 8.774e+00 (N)\n", + "Maximum absolute Force error: 1.383e-05 --> 3.198e-04 (normalized)\n", + "Minimum absolute Force error: 1.906e-10 --> 9.404e-10 (normalized)\n", + "Average absolute Force error: 4.014e-07 --> 6.499e-06 (normalized)\n", + "R boundary error: 0.000e+00 --> 7.828e-19 (m)\n", + "Z boundary error: 0.000e+00 --> 4.918e-19 (m)\n", + "Fixed pressure profile error: 0.000e+00 --> 0.000e+00 (Pa)\n", + "Fixed current profile error: 0.000e+00 --> 0.000e+00 (A)\n", + "Fixed Psi error: 0.000e+00 --> 0.000e+00 (Wb)\n", + "==============================================================================================================\n", + "Optimization successful for qs_weight=10, ar_weight=10\n" + ] + } + ], + "source": [ + "eq_test = eq.copy()\n", + "weight_combinations = [\n", + " # n = 2 mode\n", + " # (4, 10), Be careful, this one gives errors because of the creation of little wells which make the effective \n", + " # radius calulcation impossible, this needs to be be fixed \n", + " (5, 8),\n", + " (8, 5),\n", + " (10, 8),(10,10)\n", + "]\n", + "eq_fam, results_df = run_all_experiments_combined(eq_test,weight_combinations)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Comparison plots ###" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_Kd_family(eqfam, results_df, n_pol=11, rho=0.5, n_wells=5):\n", + " \"\"\"\n", + " Plot Kd for each equilibrium in the family, including the initial equilibrium,\n", + " with up to 4 plots per row.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects, including the initial one.\n", + " - results_df: DataFrame containing weight values for each run, including mode number.\n", + " - n_pol: Number of poloidal turns for the Kd calculation.\n", + " - rho: Radius in normalized coordinates.\n", + " - n_wells: Number of wells for effective radius optimization.\n", + " \"\"\"\n", + " num_plots = len(eqfam.equilibria) - 1 # Include the initial equilibrium\n", + " if num_plots <= 0:\n", + " print(\"No equilibria to plot.\")\n", + " return\n", + "\n", + " # Set 4 plots per row\n", + " num_cols = 4\n", + " num_rows = int(jnp.ceil(num_plots / num_cols))\n", + "\n", + " # Create the figure with the appropriate number of subplots\n", + " fig, axs = plt.subplots(num_rows, num_cols, figsize=(6 * num_cols, 4 * num_rows))\n", + " fig.suptitle(\"Kd Plots for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Flatten the axs array for easy iteration\n", + " axs = axs.flatten()\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs)):\n", + " if i < len(results_df): # Ensure that there are weights for this equilibrium\n", + " # mode = results_df.iloc[i][\"mode_number\"]\n", + " mode = 12 # For the continutation method, otherwise uncomment line above and comment this one\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " ar_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " title = f\"Mode: {mode}, QS: {qs_weight}, AR: {ar_weight}\"\n", + " ax.set_title(title)\n", + "\n", + " # Calculate and plot Kd\n", + " iota_grid = LinearGrid(rho=rho)\n", + " iota = jnp.abs(eq.compute(\"iota\", iota_grid)[\"iota\"][0])\n", + " grid = get_field_line_grid(eq, iota, n_pol=n_pol, rho=rho)\n", + " Kd = get_value(eq, \"Kd\", grid)\n", + " ax.plot(grid.nodes[:, 2], Kd)\n", + " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", + " ax.set_xlabel(r\"$\\zeta$\")\n", + " ax.set_ylabel(r\"$K_d$\")\n", + "\n", + " # Calculate R_eff and L_par for displaying in the text box\n", + " R_eff = eq.compute(\"R_eff\", grid=grid, n_wells=n_wells)[\"R_eff\"]\n", + " L_par = eq.compute(\"L_par\", grid=grid, n_wells=n_wells)[\"L_par\"]\n", + " a = get_value(eq, \"a\", grid)\n", + "\n", + " # Format the text to be displayed in the box\n", + " textstr = (\n", + " f\"Mean $a/R_{{eff}}$: {a/R_eff.mean():.3f}\\n\"\n", + " f\"Mean $a/L_{{par}}$: {a/L_par.mean():.3f}\\n\"\n", + " f\"Min $a/R_{{eff}}$: {a/R_eff.max():.3f}\\n\"\n", + " f\"Min $a/L_{{par}}$: {a/L_par.max():.3f}\\n\"\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + " ax.grid()\n", + " else:\n", + " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", + "\n", + " # Hide any unused subplots\n", + " for j in range(i + 1, len(axs)):\n", + " axs[j].axis(\"off\")\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_boozer_family(eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0):\n", + " \"\"\"\n", + " Plot quasisymmetry for each equilibrium in the family, with a dynamic number of subplots.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " - rho: Radius in normalized coordinates.\n", + " - fill: Whether the contours are filled, i.e., whether to use `contourf` or `contour`.\n", + " - ncontours: Number of contours to plot.\n", + " - fieldlines: Number of (linearly spaced) magnetic fieldlines to plot. Default is 0 (none).\n", + " \"\"\"\n", + " num_plots = len(eqfam.equilibria) - 1 # Exclude the initial equilibrium\n", + " if num_plots <= 0:\n", + " print(\"No equilibria to plot.\")\n", + " return\n", + "\n", + " # Determine the number of rows and columns dynamically\n", + " num_cols = 4\n", + " num_rows = int(jnp.ceil(num_plots / num_cols))\n", + "\n", + " # Create the figure with the appropriate number of subplots\n", + " fig, axs = plt.subplots(num_rows, num_cols, figsize=(6 * num_cols, 4 * num_rows))\n", + " fig.suptitle(\"Quasisymmetry Plots for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Flatten the axs array for easy iteration\n", + " axs = axs.flatten()\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs)):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Plot Boozer surface for the current equilibrium\n", + " plot_boozer_surface(\n", + " eq,\n", + " rho=rho,\n", + " fill=fill,\n", + " ncontours=ncontours,\n", + " fieldlines=fieldlines,\n", + " ax=ax,\n", + " )\n", + "\n", + " # Optionally, you can add additional calculated values to the text box\n", + " textstr = (\n", + " f\"qs_weight: {qs_weight:.2f}\\n\"\n", + " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + "\n", + " ax.grid()\n", + " else:\n", + " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", + "\n", + " # Hide any unused subplots\n", + " for j in range(i + 1, len(axs)):\n", + " axs[j].axis(\"off\")\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_quasisymmetry_error_family(eqfam, results_df):\n", + " \"\"\"\n", + " Plot quasisymmetry error for each equilibrium in the family with a dynamic number of subplots.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " \"\"\"\n", + " num_plots = len(eqfam.equilibria) - 1 # Exclude the initial equilibrium\n", + " if num_plots <= 0:\n", + " print(\"No equilibria to plot.\")\n", + " return\n", + "\n", + " # Determine the number of rows and columns dynamically\n", + " num_cols = 4\n", + " num_rows = int(jnp.ceil(num_plots / num_cols))\n", + "\n", + " # Create the figure with the appropriate number of subplots\n", + " fig, axs = plt.subplots(num_rows, num_cols, figsize=(6 * num_cols, 4 * num_rows))\n", + " fig.suptitle(\"Quasisymmetry Error for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Flatten the axs array for easy iteration\n", + " axs = axs.flatten()\n", + "\n", + " eq_initial = eqfam[0]\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs)):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Plot QS error for eq_initial and the current equilibrium\n", + " plot_qs_error(\n", + " eq_initial,\n", + " helicity=(1, 0),\n", + " fT=False,\n", + " fC=False,\n", + " legend=False,\n", + " rho=10,\n", + " ax=ax,\n", + " )\n", + " plot_qs_error(\n", + " eq, helicity=(1, 0), fT=False, fC=False, ax=ax, marker=[\"x\"], rho=10\n", + " )\n", + "\n", + " # Add the weight information in a text box\n", + " textstr = (\n", + " f\"qs_weight: {qs_weight:.2f}\\n\"\n", + " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", + " )\n", + "\n", + " # Create a text box with the weight information\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + "\n", + " ax.grid()\n", + " else:\n", + " ax.axis(\"off\") # Turn off axes if there are more subplots than equilibria\n", + "\n", + " # Hide any unused subplots\n", + " for j in range(i + 1, len(axs)):\n", + " axs[j].axis(\"off\")\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_boundaries_family(eqfam, results_df, rho=0.5, fill=False, ncontours=30, fieldlines=0):\n", + " \"\"\"\n", + " Plot quasisymmetry boundaries for each equilibrium in the family with a dynamic number of subplots.\n", + "\n", + " Parameters:\n", + " - eqfam: EquilibriaFamily containing all optimized equilibrium objects.\n", + " - results_df: DataFrame containing weight values for each run.\n", + " - rho: Radius in normalized coordinates.\n", + " - fill: Whether the contours are filled, i.e. whether to use `contourf` or `contour`.\n", + " - ncontours: Number of contours to plot.\n", + " - fieldlines: Number of (linearly spaced) magnetic fieldlines to plot. Default is 0 (none).\n", + " \"\"\"\n", + " num_plots = len(eqfam.equilibria) - 1 # Exclude the initial equilibrium\n", + " if num_plots <= 0:\n", + " print(\"No equilibria to plot.\")\n", + " return\n", + "\n", + " # Determine the number of rows and columns dynamically\n", + " num_cols = 4\n", + " num_rows = int(jnp.ceil(num_plots / num_cols))\n", + "\n", + " # Create the figure with the appropriate number of subplots\n", + " fig, axs = plt.subplots(num_rows, num_cols, figsize=(6 * num_cols, 4 * num_rows))\n", + " fig.suptitle(\"Quasisymmetry Plots for Optimized Equilibria\", fontsize=16)\n", + "\n", + " # Flatten the axs array for easy iteration\n", + " axs = axs.flatten()\n", + "\n", + " eq_initial = eqfam[0]\n", + "\n", + " # Iterate over equilibria and corresponding weights\n", + " for i, (eq, ax) in enumerate(zip(eqfam.equilibria[1:], axs)):\n", + " if i < len(results_df): # Ensure we have weights for this equilibrium\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " aspect_ratio_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " title = f\"qs_weight: {qs_weight:.2f}, ar_weight: {aspect_ratio_weight:.2f}\"\n", + " ax.set_title(title)\n", + "\n", + " # Plot boundaries for the initial and current equilibrium\n", + " plot_boundaries(\n", + " eqs=[eq_initial, eq],\n", + " labels=[\"Before optimization\", \"After optimization\"],\n", + " ax=ax,\n", + " )\n", + "\n", + " # Add the text box to the plot\n", + " textstr = (\n", + " f\"qs_weight: {qs_weight:.2f}\\n\"\n", + " f\"ar_weight: {aspect_ratio_weight:.2f}\\n\"\n", + " )\n", + " props = dict(boxstyle=\"round\", facecolor=\"white\", alpha=0.5)\n", + " ax.text(\n", + " 0.05,\n", + " 0.95,\n", + " textstr,\n", + " transform=ax.transAxes,\n", + " fontsize=10,\n", + " verticalalignment=\"top\",\n", + " bbox=props,\n", + " )\n", + "\n", + " # Optionally add custom plot features\n", + " ax.axhline(0, color=\"r\", linestyle=\"--\")\n", + " else:\n", + " ax.axis(\"off\") # Turn off unused subplots\n", + "\n", + " # Hide any unused subplots\n", + " for j in range(i + 1, len(axs)):\n", + " axs[j].axis(\"off\")\n", + "\n", + " plt.tight_layout(rect=[0, 0, 1, 0.96]) # Adjust layout\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_quasisymmetry_error_family(eq_fam,results_df)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_boundaries_family(eq_fam,results_df)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Saving data for GX runs ##" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Modify path locations and uncomment lines" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "# path = \"/global/homes/j/jjfrybes/DESC/local/precise_QA_tests/mode_4/\"\n", + "# eq_fam.save(path+\"precise_QA_outputs_mode_4.h5\")\n", + "# results_df.to_pickle(path+'precise_QA_mode_4_dataframe.pkl')" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "def save_eqs(eq_fam,results_df):\n", + " for i in range(len(eq_fam)-1):\n", + " eq = eq_fam[i+1]\n", + " mode = results_df.iloc[i][\"mode_number\"]\n", + " # mode = 12 If running the continuation method, no mode value is assigned, so we have to set it\n", + " qs_weight = results_df.iloc[i][\"qs_weight\"]\n", + " ar_weight = results_df.iloc[i][\"aspect_ratio_weight\"]\n", + " path = \"/global/homes/j/jjfrybes/DESC/local/precise_QA_tests/mode_4/\"\n", + " filename = \"wout_precise_QA\" + \"_\" + str(mode) + \"_\" + str(qs_weight) + \"_\" + str(ar_weight) + \".nc\"\n", + " VMECIO.save(eq,path+filename)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "# save_eqs(eq_fam,results_df)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python (desc)", + "language": "python", + "name": "desc" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.19" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From 58ac2f69d4060c671aeaa69d4b1f5df1f439df0a Mon Sep 17 00:00:00 2001 From: kfrybes Date: Fri, 6 Dec 2024 07:57:54 -0800 Subject: [PATCH 17/23] Add possibility of accessing length of good curvature regions, calculate L_par with arc length --- desc/compute/_turbulence.py | 22 ++++-- desc/integrals/critical_gradient.py | 103 ++++++++++++++++++++++++++++ 2 files changed, 120 insertions(+), 5 deletions(-) diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index 7b2b318d07..59d90d5bbb 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -9,8 +9,12 @@ expensive computations. """ -from ..backend import jnp -from ..integrals.critical_gradient import extract_Kd_wells, fit_Kd_wells +from ..backend import jnp, trapezoid +from ..integrals.critical_gradient import ( + extract_Kd_wells, + extract_Kd_wells_and_peaks, + fit_Kd_wells, +) from .data_index import register_compute_fun _doc = { @@ -18,6 +22,10 @@ "int : Number of wells to detect for each pitch and field line. " "Default is 10 wells," ), + "curvature": ( + "str : good or bad curvature regions for the calculation of R_eff and L_par " + "Default is bad curvature regions" + ), } @@ -77,14 +85,18 @@ def _R_eff(params, transforms, profiles, data, **kwargs): transforms={"grid": []}, profiles=[], coordinates="rtz", - data=["Kd"], + data=["Kd", "|e_zeta|r,a|"], **_doc, ) def _L_par(params, transforms, profiles, data, **kwargs): # Parallel connection length defined as width of Kd wells grid = transforms["grid"].source_grid n_wells = kwargs.get("n_wells", 5) - _, length_wells, _ = extract_Kd_wells(data["Kd"], n_wells=n_wells, order=True) - L_par = jnp.diff(grid.nodes[:, 2])[0] * length_wells + curvature = kwargs.get("curvature", "bad") + _, masks, _ = extract_Kd_wells_and_peaks(data["Kd"], n_wells=n_wells) + if curvature == "good": + L_par = trapezoid(data["|e_zeta|r,a|"] * masks["masks_peaks"], grid.nodes[:, 2]) + else: + L_par = trapezoid(data["|e_zeta|r,a|"] * masks["masks_wells"], grid.nodes[:, 2]) data["L_par"] = L_par return data diff --git a/desc/integrals/critical_gradient.py b/desc/integrals/critical_gradient.py index ec08af469c..3c38c8d22d 100644 --- a/desc/integrals/critical_gradient.py +++ b/desc/integrals/critical_gradient.py @@ -83,6 +83,109 @@ def extract_Kd_wells(Kd, n_wells=5, order=False): return Kd_wells, lengths_wells, masks_wells +@functools.partial(jit, static_argnames=["n_wells"]) +def extract_Kd_wells_and_peaks(Kd, n_wells=5): + """Extract wells from the Kd array by identifying sign changes. + + This function detects regions where the Kd values transition between + positive and negative, creating a specified number of wells. + It can also sort the wells by their lengths if desired. + + Parameters + ---------- + Kd : jnp.ndarray + 1D array of Kd values. + n_wells : int + Number of wells to extract from Kd. + + Returns + ------- + Kd_wells : jnp.ndarray + 2D array where each row corresponds to the Kd values of an extracted well. + lengths_wells : jnp.ndarray + 1D array containing the lengths of each extracted well. + masks_wells : jnp.ndarray + 2D boolean array indicating which Kd values belong to each well. + """ + # Step 1: Identify sign changes in Kd + signs = jnp.sign(Kd) + + # Create masks for positive and negative crossings of the same size as Kd + positive_crossings = jnp.zeros_like(Kd, dtype=bool) + negative_crossings = jnp.zeros_like(Kd, dtype=bool) + + # Set negative crossings (from positive to negative) + negative_crossings = negative_crossings.at[:-1].set( + (signs[:-1] == 1) & (signs[1:] == -1) + ) + + # Set positive crossings (from negative to positive) + positive_crossings = positive_crossings.at[:-1].set( + (signs[:-1] == -1) & (signs[1:] == 1) + ) + + # Create cumulative sums for positive and negative crossings + cumulative_positive = jnp.cumsum(positive_crossings) + cumulative_negative = jnp.cumsum(negative_crossings) + + Kd_wells = jnp.zeros( + (n_wells, Kd.shape[0]), dtype=Kd.dtype + ) # Initialize with zeros + lengths_wells = jnp.zeros(n_wells, dtype=int) + masks_wells = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) + + Kd_peaks = jnp.zeros( + (n_wells, Kd.shape[0]), dtype=Kd.dtype + ) # Initialize with zeros + lengths_peaks = jnp.zeros(n_wells, dtype=int) + masks_peaks = jnp.zeros((n_wells, Kd.shape[0]), dtype=Kd.dtype) + + # Use a loop to fill the lengths array + for i in range(n_wells): + + well_mask = (cumulative_negative == i + 1) & ( + cumulative_negative == cumulative_positive + ) + peak_mask = (cumulative_positive == i + 1) & ( + cumulative_negative == cumulative_positive - 1 + ) + lengths_wells = lengths_wells.at[i].set(well_mask.sum()) + lengths_peaks = lengths_peaks.at[i].set(peak_mask.sum()) + + # Fill the corresponding row in the masks array + masks_wells = masks_wells.at[i].set( + well_mask.astype(Kd.dtype) + ) # Store mask as row + well_values = jnp.where(well_mask, Kd, 0) + # Store the well values in the corresponding row + Kd_wells = Kd_wells.at[i, : well_values.size].set(well_values) + + # Fill the corresponding row in the masks array + masks_peaks = masks_peaks.at[i].set( + peak_mask.astype(Kd.dtype) + ) # Store mask as row + peak_values = jnp.where(peak_mask, Kd, 0) + # Store the well values in the corresponding row + Kd_peaks = Kd_peaks.at[i, : peak_values.size].set(peak_values) + + Kd_cut = { + "Kd_wells": Kd_wells, + "Kd_peaks": Kd_peaks, + } + + masks = { + "masks_wells": masks_wells, + "masks_peaks": masks_peaks, + } + + lengths = { + "lengths_wells": lengths_wells, + "lengths_peaks": lengths_peaks, + } + + return Kd_cut, masks, lengths + + @jit def weighted_least_squares(l, Kd, mask): """Perform a weighted least-squares quadratic fit of Kd. From 884d6592128d5907e12a3f3bde1eeb5f83aff768 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Mon, 9 Dec 2024 10:21:34 -0800 Subject: [PATCH 18/23] Add curvature parameter to L_par objective to be able to target both bad and good curvature regions --- desc/objectives/_turbulence.py | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 298bae8dad..87132dc38b 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -304,10 +304,16 @@ class ParallelConnectionLength(_Objective): Number of points per poloidal transit at which to sample data along field line. Default is 200. target_type : {"max", "mean", "all"} - Whether to target only the largest value of R_eff, + Whether to target only the largest value of L_par, the average of the values along the field line, or all the values at the same time Defaults to all + n_wells : int + Number of wells to target if target_type is set to "mean" or "all" + curvature : {"good", "bad"} + Whether to target regions of bad curvature, making them smaller or + regions of good curvature to make them larger. + Define two objectives to target both name : str, optional Name of the objective function. """ @@ -330,8 +336,9 @@ def __init__( alpha=0.0, n_pol=10, knots_per_transit=200, - n_wells=10, target_type="all", + n_wells=5, + curvature="bad", name="Parallel connection length", ): if target is None and bounds is None: @@ -342,6 +349,7 @@ def __init__( self._knots_per_transit = knots_per_transit self._n_wells = n_wells self._target_type = target_type + self._curvature = curvature super().__init__( things=eq, target=target, @@ -405,6 +413,7 @@ def build(self, eq=None, use_jit=True, verbose=1): self._hyperparameters = { "n_wells": self._n_wells, + "curvature": self._curvature, } self._constants = { @@ -473,7 +482,7 @@ def compute(self, params, constants=None): "shear": iota_data["shear"][0], "a": len_data["a"], } - n_tor = jnp.abs(self._n_pol / (data["iota"] * eq.NFP)) + n_tor = jnp.abs(self._n_pol / (data["iota"])) zeta = jnp.linspace( 0, 2 * jnp.pi * n_tor, self._n_pol * self._knots_per_transit ) @@ -498,8 +507,13 @@ def compute(self, params, constants=None): ) if self._target_type == "max": - return jnp.max(data["L_par"]) + L_par = jnp.max(data["L_par"]) elif self._target_type == "mean": - return jnp.mean(data["L_par"]) + L_par = jnp.mean(data["L_par"]) elif self._target_type == "all": - return data["L_par"] + L_par = data["L_par"] + + if self._hyperparameters.curvature == "good": + return 1/L_par + else : + return L_par From d30065a9926c0eec60d257f32323720917cd24e3 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Mon, 9 Dec 2024 10:24:27 -0800 Subject: [PATCH 19/23] bug fix --- desc/objectives/_turbulence.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 87132dc38b..69b136b05c 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -513,7 +513,7 @@ def compute(self, params, constants=None): elif self._target_type == "all": L_par = data["L_par"] - if self._hyperparameters.curvature == "good": + if self._hyperparameters["curvature"] == "good": return 1/L_par else : return L_par From 7edb28b0b42d9c8c8c9930b0644defb78f9ad7cc Mon Sep 17 00:00:00 2001 From: kfrybes Date: Tue, 17 Dec 2024 09:10:20 -0800 Subject: [PATCH 20/23] Use arc length coordinate for calculating R_eff --- desc/compute/_turbulence.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index 59d90d5bbb..f82bc7f8bc 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -15,6 +15,7 @@ extract_Kd_wells_and_peaks, fit_Kd_wells, ) +from ..utils import cumtrapz from .data_index import register_compute_fun _doc = { @@ -60,7 +61,7 @@ def _Kd(params, transforms, profiles, data, **kwargs): transforms={"grid": []}, profiles=[], coordinates="rtz", - data=["Kd"], + data=["Kd", "|e_zeta|r,a|"], **_doc, ) def _R_eff(params, transforms, profiles, data, **kwargs): @@ -69,7 +70,8 @@ def _R_eff(params, transforms, profiles, data, **kwargs): grid = transforms["grid"].source_grid n_wells = kwargs.get("n_wells", 5) Kd_wells, _, masks = extract_Kd_wells(data["Kd"], n_wells=n_wells) - _, _, R_eff = fit_Kd_wells(grid.nodes[:, 2], Kd_wells, masks, n_wells=n_wells) + l = cumtrapz(data["|e_zeta|r,a|"], x=grid.nodes[:, 2], initial=0) + _, _, R_eff = fit_Kd_wells(l, Kd_wells, masks, n_wells=n_wells) data["R_eff"] = R_eff return data From 96b63c652e09fb348ad71775f808690e4924b5f8 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Tue, 17 Dec 2024 09:10:53 -0800 Subject: [PATCH 21/23] Adapt code to target also good curvature regions --- desc/objectives/_turbulence.py | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 69b136b05c..2db96a50f1 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -342,7 +342,7 @@ def __init__( name="Parallel connection length", ): if target is None and bounds is None: - target = 0.0 + target = 0 self._rho = rho self._alpha = alpha self._n_pol = n_pol @@ -507,13 +507,18 @@ def compute(self, params, constants=None): ) if self._target_type == "max": - L_par = jnp.max(data["L_par"]) + if self._curvature == "good": + L_par = jnp.min(data["L_par"]) + else: + L_par = jnp.max(data["L_par"]) elif self._target_type == "mean": L_par = jnp.mean(data["L_par"]) elif self._target_type == "all": L_par = data["L_par"] - + if self._hyperparameters["curvature"] == "good": - return 1/L_par - else : + return 1 / L_par + else: return L_par + + return L_par From 96a42bcfcaf4c867dfe6ae79db315fb2eeec2805 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Tue, 17 Dec 2024 09:13:49 -0800 Subject: [PATCH 22/23] Add xi compute quantity for flux surface spacing turbulence optimization --- desc/compute/_turbulence.py | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index f82bc7f8bc..0cd91d317a 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -102,3 +102,26 @@ def _L_par(params, transforms, profiles, data, **kwargs): L_par = trapezoid(data["|e_zeta|r,a|"] * masks["masks_wells"], grid.nodes[:, 2]) data["L_par"] = L_par return data + + +@register_compute_fun( + name="xi", + label="ξ", + units="m^2", + units_long="meters squared", + description="Target for spacing of flux surfaces", + dim=1, + params=[], + transforms={"grid": []}, + profiles=[], + coordinates="rtz", + data=["a", "|grad(rho)|", "Kd"], + **_doc, +) +def _xi(params, transforms, profiles, data, **kwargs): + # Parallel connection length defined as width of Kd wells + grid = transforms["grid"] + mask = jnp.where(data["Kd"] < 0, 1.0, 0.0) + xi = (2 * data["a"] * mask * data["|grad(rho)|"] * grid.nodes[:, 0][0]) ** 2 + data["xi"] = xi + return data From 6e4cf29ba79a5251aef528669e6babbed5f5b652 Mon Sep 17 00:00:00 2001 From: kfrybes Date: Wed, 18 Dec 2024 16:05:54 -0500 Subject: [PATCH 23/23] Add GradS objective for optimizing turbulence --- desc/compute/_turbulence.py | 4 +- desc/objectives/__init__.py | 2 +- desc/objectives/_turbulence.py | 154 ++++++++++++++++++++++++++++++++- 3 files changed, 156 insertions(+), 4 deletions(-) diff --git a/desc/compute/_turbulence.py b/desc/compute/_turbulence.py index 0cd91d317a..87817d904a 100644 --- a/desc/compute/_turbulence.py +++ b/desc/compute/_turbulence.py @@ -107,8 +107,8 @@ def _L_par(params, transforms, profiles, data, **kwargs): @register_compute_fun( name="xi", label="ξ", - units="m^2", - units_long="meters squared", + units="", + units_long="", description="Target for spacing of flux surfaces", dim=1, params=[], diff --git a/desc/objectives/__init__.py b/desc/objectives/__init__.py index 77e05403af..564848a63d 100644 --- a/desc/objectives/__init__.py +++ b/desc/objectives/__init__.py @@ -43,7 +43,7 @@ from ._power_balance import FusionPower, HeatingPowerISS04 from ._profiles import Pressure, RotationalTransform, Shear, ToroidalCurrent from ._stability import BallooningStability, MagneticWell, MercierStability -from ._turbulence import EffectiveRadius, ParallelConnectionLength +from ._turbulence import EffectiveRadius, GradS, ParallelConnectionLength from .getters import ( get_equilibrium_objective, get_fixed_axis_constraints, diff --git a/desc/objectives/_turbulence.py b/desc/objectives/_turbulence.py index 2db96a50f1..379197ac85 100644 --- a/desc/objectives/_turbulence.py +++ b/desc/objectives/_turbulence.py @@ -521,4 +521,156 @@ def compute(self, params, constants=None): else: return L_par - return L_par + +class GradS(_Objective): + """Grad s is a proxy for turbulent transport. + + TODO Finish descirption + + Parameters + ---------- + eq : Equilibrium + Equilibrium that will be optimized to satisfy the Objective. + target : {float, ndarray, callable}, optional + Target value(s) of the objective. Only used if bounds is None. + Must be broadcastable to Objective.dim_f. + bounds : tuple of {float, ndarray, callable}, optional + Lower and upper bounds on the objective. Overrides target. + Both bounds must be broadcastable to Objective.dim_f. + weight : {float, ndarray}, optional + Weighting to apply to the Objective, relative to other Objectives. + Must be broadcastable to Objective.dim_f + normalize : bool, optional + This quantity is already normalized so this parameter is ignored. + Whether to compute the error in physical units or non-dimensionalize. + normalize_target : bool, optional + Whether target and bounds should be normalized before comparing to computed + values. If `normalize` is ``True`` and the target is in physical units, + this should also be set to True. + loss_function : {None, 'mean', 'min', 'max'}, optional + Loss function to apply to the objective values once computed. This loss function + is called on the raw compute value, before any shifting, scaling, or + normalization. + deriv_mode : {"auto", "fwd", "rev"} + Specify how to compute Jacobian matrix, either forward mode or reverse mode AD. + "auto" selects forward or reverse mode based on the size of the input and output + of the objective. Has no effect on self.grad or self.hess which always use + reverse mode and forward over reverse mode respectively. + grid : Grid, optional + Collocation grid containing the nodes to evaluate at. + Defaults to ``LinearGrid(rho=0.5, M=50, N=50,NFP=eq.NFP)``. + rho : ndarray + Unique coordinate values specifying flux surfaces to compute on. + defaults to 0.5 surface + """ + + _scalar = True + _units = "~" + _print_value_fmt = "Grad s: " + + def __init__( + self, + eq, + target=None, + bounds=None, + weight=1, + normalize=True, + normalize_target=True, + loss_function=None, + deriv_mode="auto", + grid=None, + rho=jnp.array([0.5]), + name="GradS", + ): + if target is None and bounds is None: + target = 0.0 + self._grid = grid + self._rho = rho + super().__init__( + things=eq, + target=target, + bounds=bounds, + weight=weight, + normalize=normalize, + normalize_target=normalize_target, + loss_function=loss_function, + deriv_mode=deriv_mode, + name=name, + ) + + def build(self, use_jit=True, verbose=1): + """Build constant arrays. + + Parameters + ---------- + use_jit : bool, optional + Whether to just-in-time compile the objective and derivatives. + verbose : int, optional + Level of output. + + """ + eq = self.things[0] + if self._grid is None: + grid = LinearGrid(rho=self._rho, M=50, N=50, NFP=eq.NFP, endpoint=True) + else: + grid = self._grid + + self._dim_f = len(self._rho) + self._data_keys = ["xi"] + + timer = Timer() + if verbose > 0: + print("Precomputing transforms") + timer.start("Precomputing transforms") + + profiles = get_profiles(self._data_keys, obj=eq, grid=grid) + transforms = get_transforms(self._data_keys, obj=eq, grid=grid) + self._constants = { + "transforms": transforms, + "profiles": profiles, + } + + timer.stop("Precomputing transforms") + if verbose > 1: + timer.disp("Precomputing transforms") + + super().build(use_jit=use_jit, verbose=verbose) + + def compute(self, params, constants=None): + """Compute grad s. + + Parameters + ---------- + params : dict + Dictionary of equilibrium degrees of freedom, eg Equilibrium.params_dict + constants : dict + Dictionary of constant data, eg transforms, profiles etc. Defaults to + self.constants + + Returns + ------- + integral : float/ndarray + TODO finish + """ + eq = self.things[0] + + if constants is None: + constants = self.constants + + grid = constants["transforms"]["grid"] + + data = compute_fun( + eq, + self._data_keys, + params=params, + transforms=constants["transforms"], + profiles=constants["profiles"], + ) + + xi_flat = jnp.array(data["xi"].flatten()) + xi_95 = jnp.percentile(xi_flat, 95) + mask = data["xi"] < xi_95 + integrand = grid.spacing[:, 1] * grid.spacing[:, 2] * mask * data["xi"] + integral = integrand.sum() + + return integral