{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Optimization of a Dissipative Quantum Gate" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:16.962109Z", "start_time": "2020-03-21T21:31:16.947553Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.376969Z", "iopub.status.busy": "2024-06-03T14:24:00.376836Z", "iopub.status.idle": "2024-06-03T14:24:00.861352Z", "shell.execute_reply": "2024-06-03T14:24:00.860942Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python implementation: CPython\n", "Python version : 3.12.0\n", "IPython version : 8.25.0\n", "\n", "qutip : 4.7.6\n", "krotov : 1.3.0+dev\n", "sys : 3.12.0 (main, Jun 3 2024, 09:08:56) [Clang 15.0.0 (clang-1500.3.9.4)]\n", "matplotlib: 3.7.5\n", "numpy : 1.26.4\n", "scipy : 1.12.0\n", "\n" ] } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "%load_ext watermark\n", "import sys\n", "import os\n", "import qutip\n", "import numpy as np\n", "import scipy\n", "import matplotlib\n", "import matplotlib.pylab as plt\n", "import krotov\n", "import copy\n", "from functools import partial\n", "from itertools import product\n", "%watermark -v --iversions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "$\\newcommand{tr}[0]{\\operatorname{tr}}\n", "\\newcommand{diag}[0]{\\operatorname{diag}}\n", "\\newcommand{abs}[0]{\\operatorname{abs}}\n", "\\newcommand{pop}[0]{\\operatorname{pop}}\n", "\\newcommand{aux}[0]{\\text{aux}}\n", "\\newcommand{int}[0]{\\text{int}}\n", "\\newcommand{opt}[0]{\\text{opt}}\n", "\\newcommand{tgt}[0]{\\text{tgt}}\n", "\\newcommand{init}[0]{\\text{init}}\n", "\\newcommand{lab}[0]{\\text{lab}}\n", "\\newcommand{rwa}[0]{\\text{rwa}}\n", "\\newcommand{bra}[1]{\\langle#1\\vert}\n", "\\newcommand{ket}[1]{\\vert#1\\rangle}\n", "\\newcommand{Bra}[1]{\\left\\langle#1\\right\\vert}\n", "\\newcommand{Ket}[1]{\\left\\vert#1\\right\\rangle}\n", "\\newcommand{Braket}[2]{\\left\\langle #1\\vphantom{#2}\\mid{#2}\\vphantom{#1}\\right\\rangle}\n", "\\newcommand{ketbra}[2]{\\vert#1\\rangle\\!\\langle#2\\vert}\n", "\\newcommand{op}[1]{\\hat{#1}}\n", "\\newcommand{Op}[1]{\\hat{#1}}\n", "\\newcommand{dd}[0]{\\,\\text{d}}\n", "\\newcommand{Liouville}[0]{\\mathcal{L}}\n", "\\newcommand{DynMap}[0]{\\mathcal{E}}\n", "\\newcommand{identity}[0]{\\mathbf{1}}\n", "\\newcommand{Norm}[1]{\\lVert#1\\rVert}\n", "\\newcommand{Abs}[1]{\\left\\vert#1\\right\\vert}\n", "\\newcommand{avg}[1]{\\langle#1\\rangle}\n", "\\newcommand{Avg}[1]{\\left\\langle#1\\right\\rangle}\n", "\\newcommand{AbsSq}[1]{\\left\\vert#1\\right\\vert^2}\n", "\\newcommand{Re}[0]{\\operatorname{Re}}\n", "\\newcommand{Im}[0]{\\operatorname{Im}}$\n", "\n", "This example illustrates the optimization for a quantum gate in an open quantum system, where the dynamics is governed by the Liouville-von Neumann equation. A naive extension of a gate optimization to Liouville space would seem to imply that it is necessary to optimize over the full basis of Liouville space (16 matrices, for a two-qubit gate). However, [Goerz et al., New J. Phys. 16, 055012 (2014)][1] showed that is not necessary, but that a set of 3 density matrices is sufficient to track the optimization.\n", "\n", "This example reproduces the \"Example II\" from that paper, considering the optimization towards a $\\sqrt{\\text{iSWAP}}$ two-qubit gate on a system of two transmons with a shared transmission line resonator.\n", "\n", "[1]: https://michaelgoerz.net/research/Goerz_NJP2014.pdf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The two-transmon system" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We consider the Hamiltonian from Eq (17) in the paper, in the rotating wave approximation, together with spontaneous decay and dephasing of each qubit. Alltogether, we define the Liouvillian as follows:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:20.746226Z", "start_time": "2020-03-21T21:31:20.724436Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.882411Z", "iopub.status.busy": "2024-06-03T14:24:00.882238Z", "iopub.status.idle": "2024-06-03T14:24:00.886521Z", "shell.execute_reply": "2024-06-03T14:24:00.886280Z" }, "lines_to_next_cell": 2 }, "outputs": [], "source": [ "def two_qubit_transmon_liouvillian(\n", " ω1, ω2, ωd, δ1, δ2, J, q1T1, q2T1, q1T2, q2T2, T, Omega, n_qubit\n", "):\n", " from qutip import tensor, identity, destroy\n", "\n", " b1 = tensor(identity(n_qubit), destroy(n_qubit))\n", " b2 = tensor(destroy(n_qubit), identity(n_qubit))\n", "\n", " H0 = (\n", " (ω1 - ωd - δ1 / 2) * b1.dag() * b1\n", " + (δ1 / 2) * b1.dag() * b1 * b1.dag() * b1\n", " + (ω2 - ωd - δ2 / 2) * b2.dag() * b2\n", " + (δ2 / 2) * b2.dag() * b2 * b2.dag() * b2\n", " + J * (b1.dag() * b2 + b1 * b2.dag())\n", " )\n", "\n", " H1_re = 0.5 * (b1 + b1.dag() + b2 + b2.dag()) # 0.5 is due to RWA\n", " H1_im = 0.5j * (b1.dag() - b1 + b2.dag() - b2)\n", "\n", " H = [H0, [H1_re, Omega], [H1_im, ZeroPulse]]\n", "\n", " A1 = np.sqrt(1 / q1T1) * b1 # decay of qubit 1\n", " A2 = np.sqrt(1 / q2T1) * b2 # decay of qubit 2\n", " A3 = np.sqrt(1 / q1T2) * b1.dag() * b1 # dephasing of qubit 1\n", " A4 = np.sqrt(1 / q2T2) * b2.dag() * b2 # dephasing of qubit 2\n", "\n", " L = krotov.objectives.liouvillian(H, c_ops=[A1, A2, A3, A4])\n", " return L" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use internal units GHz and ns. Values in GHz contain an implicit factor 2π, and MHz and μs are converted to GHz and ns, respectively:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:22.101320Z", "start_time": "2020-03-21T21:31:22.096718Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.887847Z", "iopub.status.busy": "2024-06-03T14:24:00.887740Z", "iopub.status.idle": "2024-06-03T14:24:00.889367Z", "shell.execute_reply": "2024-06-03T14:24:00.889143Z" } }, "outputs": [], "source": [ "GHz = 2 * np.pi\n", "MHz = 1e-3 * GHz\n", "ns = 1\n", "μs = 1000 * ns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This implicit factor $2 \\pi$ is because frequencies ($\\nu$) convert to energies as $E = h \\nu$, but our propagation routines assume a unit $\\hbar = 1$ for energies. Thus, the factor $h / \\hbar = 2 \\pi$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use the same parameters as those given in Table 2 of the paper:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:24.070838Z", "start_time": "2020-03-21T21:31:24.057786Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.890703Z", "iopub.status.busy": "2024-06-03T14:24:00.890597Z", "iopub.status.idle": "2024-06-03T14:24:00.892721Z", "shell.execute_reply": "2024-06-03T14:24:00.892434Z" } }, "outputs": [], "source": [ "ω1 = 4.3796 * GHz # qubit frequency 1\n", "ω2 = 4.6137 * GHz # qubit frequency 2\n", "ωd = 4.4985 * GHz # drive frequency\n", "δ1 = -239.3 * MHz # anharmonicity 1\n", "δ2 = -242.8 * MHz # anharmonicity 2\n", "J = -2.3 * MHz # effective qubit-qubit coupling\n", "q1T1 = 38.0 * μs # decay time for qubit 1\n", "q2T1 = 32.0 * μs # decay time for qubit 2\n", "q1T2 = 29.5 * μs # dephasing time for qubit 1\n", "q2T2 = 16.0 * μs # dephasing time for qubit 2\n", "T = 400 * ns # gate duration" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:24.971025Z", "start_time": "2020-03-21T21:31:24.964035Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.894184Z", "iopub.status.busy": "2024-06-03T14:24:00.894099Z", "iopub.status.idle": "2024-06-03T14:24:00.895767Z", "shell.execute_reply": "2024-06-03T14:24:00.895476Z" } }, "outputs": [], "source": [ "tlist = np.linspace(0, T, 2000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "While in the original paper, each transmon was cut off at 6 levels, here we truncate at 5 levels. This makes the propagation faster, while potentially introducing a slightly larger truncation error." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:26.260377Z", "start_time": "2020-03-21T21:31:26.257115Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.897109Z", "iopub.status.busy": "2024-06-03T14:24:00.897026Z", "iopub.status.idle": "2024-06-03T14:24:00.898648Z", "shell.execute_reply": "2024-06-03T14:24:00.898398Z" } }, "outputs": [], "source": [ "n_qubit = 5 # number of transmon levels to consider" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the Liouvillian, note the control being split up into a separate real and imaginary part. As a guess control we use a real-valued constant pulse with an amplitude of 35 MHz, acting over 400 ns, with a switch-on and switch-off in the first 20 ns (see plot below)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:27.293109Z", "start_time": "2020-03-21T21:31:27.288042Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.900017Z", "iopub.status.busy": "2024-06-03T14:24:00.899936Z", "iopub.status.idle": "2024-06-03T14:24:00.901808Z", "shell.execute_reply": "2024-06-03T14:24:00.901551Z" } }, "outputs": [], "source": [ "def Omega(t, args):\n", " E0 = 35.0 * MHz\n", " return E0 * krotov.shapes.flattop(t, 0, T, t_rise=(20 * ns), func='sinsq')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The imaginary part start out as zero:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:28.065018Z", "start_time": "2020-03-21T21:31:28.060909Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.903239Z", "iopub.status.busy": "2024-06-03T14:24:00.903160Z", "iopub.status.idle": "2024-06-03T14:24:00.905094Z", "shell.execute_reply": "2024-06-03T14:24:00.904643Z" } }, "outputs": [], "source": [ "def ZeroPulse(t, args):\n", " return 0.0" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now instantiate the Liouvillian:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:29.256425Z", "start_time": "2020-03-21T21:31:29.232057Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.906732Z", "iopub.status.busy": "2024-06-03T14:24:00.906637Z", "iopub.status.idle": "2024-06-03T14:24:00.912774Z", "shell.execute_reply": "2024-06-03T14:24:00.912364Z" } }, "outputs": [], "source": [ "L = two_qubit_transmon_liouvillian(\n", " ω1, ω2, ωd, δ1, δ2, J, q1T1, q2T1, q1T2, q2T2, T, Omega, n_qubit\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The guess pulse looks as follows:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:30.676783Z", "start_time": "2020-03-21T21:31:30.666954Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.914704Z", "iopub.status.busy": "2024-06-03T14:24:00.914587Z", "iopub.status.idle": "2024-06-03T14:24:00.916976Z", "shell.execute_reply": "2024-06-03T14:24:00.916732Z" } }, "outputs": [], "source": [ "def plot_pulse(pulse, tlist, xlimit=None):\n", " fig, ax = plt.subplots()\n", " if callable(pulse):\n", " pulse = np.array([pulse(t, None) for t in tlist])\n", " ax.plot(tlist, pulse/MHz)\n", " ax.set_xlabel('time (ns)')\n", " ax.set_ylabel('pulse amplitude (MHz)')\n", " if xlimit is not None:\n", " ax.set_xlim(xlimit)\n", " plt.show(fig)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:32.331454Z", "start_time": "2020-03-21T21:31:32.090987Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:00.918326Z", "iopub.status.busy": "2024-06-03T14:24:00.918231Z", "iopub.status.idle": "2024-06-03T14:24:01.154341Z", "shell.execute_reply": "2024-06-03T14:24:01.112532Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_pulse(L[1][1], tlist)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization objectives" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our target gate is $\\Op{O} = \\sqrt{\\text{iSWAP}}$:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:33.941041Z", "start_time": "2020-03-21T21:31:33.930103Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:01.172595Z", "iopub.status.busy": "2024-06-03T14:24:01.172419Z", "iopub.status.idle": "2024-06-03T14:24:01.191719Z", "shell.execute_reply": "2024-06-03T14:24:01.190785Z" } }, "outputs": [], "source": [ "SQRTISWAP = qutip.Qobj(np.array(\n", " [[1, 0, 0, 0],\n", " [0, 1 / np.sqrt(2), 1j / np.sqrt(2), 0],\n", " [0, 1j / np.sqrt(2), 1 / np.sqrt(2), 0],\n", " [0, 0, 0, 1]]),\n", " dims=[[2, 2], [2, 2]]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The key idea explored in the paper is that a set of three density matrices is sufficient to track the optimization\n", "\n", "$$\n", "\\begin{align}\n", "\\Op{\\rho}_1\n", " &= \\sum_{i=1}^{d} \\frac{2 (d-i+1)}{d (d+1)} \\ketbra{i}{i} \\\\\n", "\\Op{\\rho}_2\n", " &= \\sum_{i,j=1}^{d} \\frac{1}{d} \\ketbra{i}{j} \\\\\n", "\\Op{\\rho}_3\n", " &= \\sum_{i=1}^{d} \\frac{1}{d} \\ketbra{i}{i}\n", "\\end{align}\n", "$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In our case, $d=4$ for a two qubit-gate, and the $\\ket{i}$, $\\ket{j}$ are the canonical basis states $\\ket{00}$, $\\ket{01}$, $\\ket{10}$, $\\ket{11}$" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:35.466561Z", "start_time": "2020-03-21T21:31:35.459426Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:01.200433Z", "iopub.status.busy": "2024-06-03T14:24:01.200293Z", "iopub.status.idle": "2024-06-03T14:24:01.203500Z", "shell.execute_reply": "2024-06-03T14:24:01.203147Z" } }, "outputs": [], "source": [ "ket00 = qutip.ket((0, 0), dim=(n_qubit, n_qubit))\n", "ket01 = qutip.ket((0, 1), dim=(n_qubit, n_qubit))\n", "ket10 = qutip.ket((1, 0), dim=(n_qubit, n_qubit))\n", "ket11 = qutip.ket((1, 1), dim=(n_qubit, n_qubit))\n", "basis = [ket00, ket01, ket10, ket11]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The three density matrices play different roles in the optimization, and, as shown in the paper, convergence may improve significantly by weighing the states relatively to each other. For this example, we place a strong emphasis on the optimization $\\Op{\\rho}_1 \\rightarrow \\Op{O}^\\dagger \\Op{\\rho}_1 \\Op{O}$, by a factor of 20. This reflects that the hardest part of the optimization is identifying the basis in which the gate is diagonal. We will be using the real-part functional ($J_{T,\\text{re}}$) to evaluate the success of $\\Op{\\rho}_i \\rightarrow \\Op{O}\\Op{\\rho}_i\\Op{O}^\\dagger$. Because $\\Op{\\rho}_1$ and $\\Op{\\rho}_3$ are mixed states, the Hilbert-Schmidt overlap will take values smaller than one in the optimal case. To compensate, we divide the weights by the purity of the respective states." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:36.676350Z", "start_time": "2020-03-21T21:31:36.671546Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:01.205079Z", "iopub.status.busy": "2024-06-03T14:24:01.204980Z", "iopub.status.idle": "2024-06-03T14:24:01.207084Z", "shell.execute_reply": "2024-06-03T14:24:01.206814Z" } }, "outputs": [], "source": [ "weights = np.array([20, 1, 1], dtype=np.float64)\n", "weights *= len(weights) / np.sum(weights) # manual normalization\n", "weights /= np.array([0.3, 1.0, 0.25]) # purities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `krotov.gate_objectives` routine can initialize the density matrices $\\Op{\\rho}_1$, $\\Op{\\rho}_2$, $\\Op{\\rho}_3$ automatically, via the parameter `liouville_states_set`. Alternatively, we could also use the `'full'` basis of 16 matrices or the extended set of $d+1 = 5$ pure-state density matrices." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:38.635739Z", "start_time": "2020-03-21T21:31:38.576793Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:01.209130Z", "iopub.status.busy": "2024-06-03T14:24:01.208943Z", "iopub.status.idle": "2024-06-03T14:24:01.220062Z", "shell.execute_reply": "2024-06-03T14:24:01.219711Z" } }, "outputs": [ { "data": { "text/plain": [ "[Objective[ρ₀[5⊗5,5⊗5] to ρ₁[5⊗5,5⊗5] via [𝓛₀[[5⊗5,5⊗5],[5⊗5,5⊗5]], [𝓛₁[[5⊗5,5⊗5],[5⊗5,5⊗5]], u₁(t)], [𝓛₂[[5⊗5,5⊗5],[5⊗5,5⊗5]], u₂(t)]]],\n", " Objective[ρ₂[5⊗5,5⊗5] to ρ₃[5⊗5,5⊗5] via [𝓛₀[[5⊗5,5⊗5],[5⊗5,5⊗5]], [𝓛₁[[5⊗5,5⊗5],[5⊗5,5⊗5]], u₁(t)], [𝓛₂[[5⊗5,5⊗5],[5⊗5,5⊗5]], u₂(t)]]],\n", " Objective[ρ₄[5⊗5,5⊗5] to ρ₅[5⊗5,5⊗5] via [𝓛₀[[5⊗5,5⊗5],[5⊗5,5⊗5]], [𝓛₁[[5⊗5,5⊗5],[5⊗5,5⊗5]], u₁(t)], [𝓛₂[[5⊗5,5⊗5],[5⊗5,5⊗5]], u₂(t)]]]]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "objectives = krotov.gate_objectives(\n", " basis,\n", " SQRTISWAP,\n", " L,\n", " liouville_states_set='3states',\n", " weights=weights,\n", " normalize_weights=False,\n", ")\n", "objectives" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The use of `normalize_weights=False` is because we have included the purities in the weights, as discussed above." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dynamics under the Guess Pulse" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For numerical efficiency, both for the analysis of the guess/optimized controls, we will use a stateful density matrix propagator:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A true physical measure for the success of the optimization is the \"average gate fidelity\". Evaluating the fidelity requires to simulate the dynamics of the full basis of Liouville space:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:41.265578Z", "start_time": "2020-03-21T21:31:41.254299Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:01.222133Z", "iopub.status.busy": "2024-06-03T14:24:01.222005Z", "iopub.status.idle": "2024-06-03T14:24:01.224696Z", "shell.execute_reply": "2024-06-03T14:24:01.224461Z" } }, "outputs": [], "source": [ "full_liouville_basis = [psi * phi.dag() for (psi, phi) in product(basis, basis)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We propagate these under the guess control:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:31:42.549432Z", "start_time": "2020-03-21T21:31:42.544173Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:01.226141Z", "iopub.status.busy": "2024-06-03T14:24:01.226034Z", "iopub.status.idle": "2024-06-03T14:24:01.227807Z", "shell.execute_reply": "2024-06-03T14:24:01.227574Z" } }, "outputs": [], "source": [ "def propagate_guess(initial_state):\n", " return objectives[0].mesolve(\n", " tlist,\n", " rho0=initial_state,\n", " ).states[-1]" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:32:05.817207Z", "start_time": "2020-03-21T21:31:43.260810Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:01.229193Z", "iopub.status.busy": "2024-06-03T14:24:01.229095Z", "iopub.status.idle": "2024-06-03T14:24:21.392136Z", "shell.execute_reply": "2024-06-03T14:24:21.391810Z" }, "scrolled": true }, "outputs": [], "source": [ "full_states_T = [propagate_guess(psi) for psi in full_liouville_basis]" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:32:06.535034Z", "start_time": "2020-03-21T21:32:06.511175Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:21.393955Z", "iopub.status.busy": "2024-06-03T14:24:21.393845Z", "iopub.status.idle": "2024-06-03T14:24:21.399079Z", "shell.execute_reply": "2024-06-03T14:24:21.398841Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "F_avg = 0.344\n" ] } ], "source": [ "print(\"F_avg = %.3f\" % krotov.functionals.F_avg(full_states_T, basis, SQRTISWAP))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that we use $F_{T,\\text{re}}$, not $F_{\\text{avg}}$ to steer the optimization, as the Krotov boundary condition $\\frac{\\partial F_{\\text{avg}}}{\\partial \\rho^\\dagger}$ would be non-trivial." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before doing the optimization, we can look the population dynamics under the guess pulse. For this purpose we propagate the pure-state density matrices corresponding to the canonical logical basis in Hilbert space, and obtain the expectation values for the projection onto these same states:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:32:18.392304Z", "start_time": "2020-03-21T21:32:18.385960Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:21.400577Z", "iopub.status.busy": "2024-06-03T14:24:21.400492Z", "iopub.status.idle": "2024-06-03T14:24:21.402593Z", "shell.execute_reply": "2024-06-03T14:24:21.402330Z" } }, "outputs": [], "source": [ "rho00, rho01, rho10, rho11 = [qutip.ket2dm(psi) for psi in basis]" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:32:19.327664Z", "start_time": "2020-03-21T21:32:19.323843Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:21.403895Z", "iopub.status.busy": "2024-06-03T14:24:21.403813Z", "iopub.status.idle": "2024-06-03T14:24:21.405693Z", "shell.execute_reply": "2024-06-03T14:24:21.405452Z" } }, "outputs": [], "source": [ "def propagate_guess_for_expvals(initial_state):\n", " return objectives[0].propagate(\n", " tlist,\n", " propagator=krotov.propagators.DensityMatrixODEPropagator(),\n", " rho0=initial_state,\n", " e_ops=[rho00, rho01, rho10, rho11]\n", " )" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:32:20.186981Z", "start_time": "2020-03-21T21:32:20.180098Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:21.407142Z", "iopub.status.busy": "2024-06-03T14:24:21.407059Z", "iopub.status.idle": "2024-06-03T14:24:21.409406Z", "shell.execute_reply": "2024-06-03T14:24:21.409155Z" } }, "outputs": [], "source": [ "def plot_population_dynamics(dyn00, dyn01, dyn10, dyn11):\n", " fig, axs = plt.subplots(ncols=2, nrows=2, figsize=(16, 8))\n", " axs = np.ndarray.flatten(axs)\n", " labels = ['00', '01', '10', '11']\n", " dyns = [dyn00, dyn01, dyn10, dyn11]\n", " for (ax, dyn, title) in zip(axs, dyns, labels):\n", " for (i, label) in enumerate(labels):\n", " ax.plot(dyn.times, dyn.expect[i], label=label)\n", " ax.legend()\n", " ax.set_title(title)\n", " plt.show(fig)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:32:31.162618Z", "start_time": "2020-03-21T21:32:20.943081Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:21.410587Z", "iopub.status.busy": "2024-06-03T14:24:21.410509Z", "iopub.status.idle": "2024-06-03T14:24:26.853774Z", "shell.execute_reply": "2024-06-03T14:24:26.853482Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_population_dynamics(\n", " *[propagate_guess_for_expvals(rho) for rho in [rho00, rho01, rho10, rho11]]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now define the optimization parameters for the controls, the Krotov step size $\\lambda_a$ and the update-shape that will ensure that the pulse switch-on and switch-off stays intact." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:32:41.075191Z", "start_time": "2020-03-21T21:32:41.070283Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:26.855582Z", "iopub.status.busy": "2024-06-03T14:24:26.855445Z", "iopub.status.idle": "2024-06-03T14:24:26.857471Z", "shell.execute_reply": "2024-06-03T14:24:26.857106Z" } }, "outputs": [], "source": [ "pulse_options = {\n", " L[i][1]: dict(\n", " lambda_a=1.0,\n", " update_shape=partial(\n", " krotov.shapes.flattop, t_start=0, t_stop=T, t_rise=(20 * ns))\n", " )\n", " for i in [1, 2]\n", "}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we run the optimization for 2000 iterations" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:34:36.838199Z", "start_time": "2020-03-21T21:32:50.996511Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:24:26.858929Z", "iopub.status.busy": "2024-06-03T14:24:26.858842Z", "iopub.status.idle": "2024-06-03T14:25:06.112930Z", "shell.execute_reply": "2024-06-03T14:25:06.112641Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "iter. J_T ∑∫gₐ(t)dt J ΔJ_T ΔJ secs\n", "0 1.22e-01 0.00e+00 1.22e-01 n/a n/a 4\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "1 7.49e-02 2.34e-02 9.83e-02 -4.67e-02 -2.33e-02 11\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2 7.41e-02 4.06e-04 7.45e-02 -8.12e-04 -4.06e-04 11\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "3 7.33e-02 3.78e-04 7.37e-02 -7.55e-04 -3.77e-04 11\n" ] } ], "source": [ "opt_result = krotov.optimize_pulses(\n", " objectives,\n", " pulse_options,\n", " tlist,\n", " propagator=krotov.propagators.DensityMatrixODEPropagator(reentrant=True),\n", " chi_constructor=krotov.functionals.chis_re,\n", " info_hook=krotov.info_hooks.print_table(J_T=krotov.functionals.J_T_re),\n", " iter_stop=3,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "(this takes a while)..." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:34:37.834869Z", "start_time": "2020-03-21T21:34:37.817889Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:06.114621Z", "iopub.status.busy": "2024-06-03T14:25:06.114525Z", "iopub.status.idle": "2024-06-03T14:25:06.121494Z", "shell.execute_reply": "2024-06-03T14:25:06.121174Z" } }, "outputs": [], "source": [ "dumpfile = \"./3states_opt_result.dump\"\n", "if os.path.isfile(dumpfile):\n", " opt_result = krotov.result.Result.load(dumpfile, objectives)\n", "else:\n", " opt_result = krotov.optimize_pulses(\n", " objectives,\n", " pulse_options,\n", " tlist,\n", " propagator=krotov.propagators.DensityMatrixODEPropagator(reentrant=True),\n", " chi_constructor=krotov.functionals.chis_re,\n", " info_hook=krotov.info_hooks.print_table(J_T=krotov.functionals.J_T_re),\n", " iter_stop=2000,\n", " continue_from=opt_result\n", " )\n", " opt_result.dump(dumpfile)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:34:38.627427Z", "start_time": "2020-03-21T21:34:38.622364Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:06.123221Z", "iopub.status.busy": "2024-06-03T14:25:06.123112Z", "iopub.status.idle": "2024-06-03T14:25:06.125280Z", "shell.execute_reply": "2024-06-03T14:25:06.125040Z" } }, "outputs": [ { "data": { "text/plain": [ "Krotov Optimization Result\n", "--------------------------\n", "- Started at 2024-06-01 20:43:47\n", "- Number of objectives: 3\n", "- Number of iterations: 2000\n", "- Reason for termination: Reached 2000 iterations\n", "- Ended at 2024-06-02 09:36:53 (12:53:06)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "opt_result" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization result" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:34:47.080150Z", "start_time": "2020-03-21T21:34:47.074533Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:06.126643Z", "iopub.status.busy": "2024-06-03T14:25:06.126550Z", "iopub.status.idle": "2024-06-03T14:25:06.128783Z", "shell.execute_reply": "2024-06-03T14:25:06.128329Z" } }, "outputs": [], "source": [ "optimized_control = opt_result.optimized_controls[0] + 1j * opt_result.optimized_controls[1]" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:34:48.292586Z", "start_time": "2020-03-21T21:34:48.073785Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:06.130233Z", "iopub.status.busy": "2024-06-03T14:25:06.130133Z", "iopub.status.idle": "2024-06-03T14:25:06.197221Z", "shell.execute_reply": "2024-06-03T14:25:06.196834Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_pulse(np.abs(optimized_control), tlist)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:34:49.044243Z", "start_time": "2020-03-21T21:34:49.038956Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:06.198929Z", "iopub.status.busy": "2024-06-03T14:25:06.198788Z", "iopub.status.idle": "2024-06-03T14:25:06.200859Z", "shell.execute_reply": "2024-06-03T14:25:06.200553Z" } }, "outputs": [], "source": [ "def propagate_opt(initial_state):\n", " return opt_result.optimized_objectives[0].propagate(\n", " tlist,\n", " propagator=krotov.propagators.DensityMatrixODEPropagator(),\n", " rho0=initial_state,\n", " ).states[-1]" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:35:24.484838Z", "start_time": "2020-03-21T21:34:49.807447Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:06.202971Z", "iopub.status.busy": "2024-06-03T14:25:06.202851Z", "iopub.status.idle": "2024-06-03T14:25:34.786184Z", "shell.execute_reply": "2024-06-03T14:25:34.785903Z" }, "scrolled": true }, "outputs": [], "source": [ "opt_full_states_T = [propagate_opt(rho) for rho in full_liouville_basis]" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:35:25.589609Z", "start_time": "2020-03-21T21:35:25.571194Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:34.787921Z", "iopub.status.busy": "2024-06-03T14:25:34.787819Z", "iopub.status.idle": "2024-06-03T14:25:34.793068Z", "shell.execute_reply": "2024-06-03T14:25:34.792816Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "F_avg = 0.977\n" ] } ], "source": [ "print(\"F_avg = %.3f\" % krotov.functionals.F_avg(opt_full_states_T, basis, SQRTISWAP))" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:35:26.706411Z", "start_time": "2020-03-21T21:35:26.698539Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:34.795116Z", "iopub.status.busy": "2024-06-03T14:25:34.794991Z", "iopub.status.idle": "2024-06-03T14:25:34.796931Z", "shell.execute_reply": "2024-06-03T14:25:34.796672Z" } }, "outputs": [], "source": [ "def propagate_opt_for_expvals(initial_state):\n", " return opt_result.optimized_objectives[0].propagate(\n", " tlist,\n", " propagator=krotov.propagators.DensityMatrixODEPropagator(),\n", " rho0=initial_state,\n", " e_ops=[rho00, rho01, rho10, rho11]\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the population dynamics, we see the expected behavior for the $\\sqrt{\\text{iSWAP}}$ gate." ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:35:40.155906Z", "start_time": "2020-03-21T21:35:27.831020Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:34.798436Z", "iopub.status.busy": "2024-06-03T14:25:34.798332Z", "iopub.status.idle": "2024-06-03T14:25:42.069102Z", "shell.execute_reply": "2024-06-03T14:25:42.068846Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_population_dynamics(\n", " *[propagate_opt_for_expvals(rho) for rho in [rho00, rho01, rho10, rho11]]\n", ")" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:35:41.366138Z", "start_time": "2020-03-21T21:35:41.361375Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:42.071910Z", "iopub.status.busy": "2024-06-03T14:25:42.071772Z", "iopub.status.idle": "2024-06-03T14:25:42.073791Z", "shell.execute_reply": "2024-06-03T14:25:42.073503Z" } }, "outputs": [], "source": [ "def plot_convergence(result):\n", " fig, ax = plt.subplots()\n", " ax.semilogy(result.iters, result.info_vals)\n", " ax.set_xlabel('OCT iteration')\n", " ax.set_ylabel(r'optimization error $J_{T, re}$')\n", " plt.show(fig)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2020-03-21T21:35:43.293889Z", "start_time": "2020-03-21T21:35:42.567254Z" }, "execution": { "iopub.execute_input": "2024-06-03T14:25:42.075128Z", "iopub.status.busy": "2024-06-03T14:25:42.075024Z", "iopub.status.idle": "2024-06-03T14:25:42.258918Z", "shell.execute_reply": "2024-06-03T14:25:42.258583Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkYAAAGwCAYAAABM/qr1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuNSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/xnp5ZAAAACXBIWXMAAA9hAAAPYQGoP6dpAABJEElEQVR4nO3deXyU5b3///dkmSSTfSMhJGEXCIRFtmLdqlTUttRucqgV6tbqwaVFrPptjx7bc4ptLeJpo1aLcLrK6aNWz+/UYguCqEUgCLLvgQTIQvZ9m7l+f2RmzJgAyWQmM0lez8cjD8J933PP5/YmmbfXdd3XZTHGGAEAAEAhgS4AAAAgWBCMAAAAnAhGAAAATgQjAAAAJ4IRAACAE8EIAADAiWAEAADgFBboAgYSh8Ohc+fOKTY2VhaLJdDlAACAHjDGqK6uThkZGQoJuXibEMGoF86dO6esrKxAlwEAALxQVFSkzMzMix5DMOqF2NhYSR3/YePi4gJcDQAA6Ina2lplZWW5P8cvhmDUC67us7i4OIIRAAADTE+GwTD4GgAAwIlgBAAA4EQwAgAAcCIYAQAAOBGMAAAAnAhGAAAATgQjAAAAJ4IRAACAE8EIAADAiWAEAADgRDACAABwIhgBAAA4sYhsEHA4jM7VNMkYaURClEJCLr3IHQAA8D1ajIJAS7tDV/5ks6766WY1tdkDXQ4AAEMWwSgIWDo1EJnAlQEAwJBHMAoyxhCNAAAIFIJREAjp1GRELAIAIHAIRkHAoyvNEbg6AAAY6ghGQaDzM2iGNiMAAAKGYBQELJ270shFAAAEDMEoCITwVBoAAEGBYBQEOrcYOWgyAgAgYAhGQYZcBABA4BCMgoSr0YjB1wAABA7BKEi45jKixQgAgMAhGAUJ1ygjghEAAIFDMAoSdKUBABB4QzIYfelLX1JiYqK++tWvBroUN4voSgMAINCGZDB66KGH9Jvf/CbQZXhwtRjxuD4AAIEzJIPRtddeq9jY2ECX4cHdlUYuAgAgYIIuGG3dulVf+MIXlJGRIYvFotdff73LMXl5eRo1apQiIyM1d+5c7dixo/8L9TGLx4ppAAAgEMICXcAnNTQ0aNq0abrzzjv15S9/ucv+9evXa/ny5XrxxRc1d+5crV69WgsWLNCRI0c0bNgwSdL06dPV3t7e5bV///vflZGR0eNaWlpa1NLS4v57bW2tF1fUMyG0GAEAEHBBF4xuuukm3XTTTRfcv2rVKt1zzz264447JEkvvvii/vrXv+qVV17RY489Jknas2ePT2pZuXKlnnrqKZ+c61Jcy4IwxggAgMAJuq60i2ltbdWuXbs0f/5897aQkBDNnz9f27Zt8/n7Pf7446qpqXF/FRUV+fw9XNzzGPntHQAAwKUEXYvRxZSXl8tutystLc1je1pamg4fPtzj88yfP18fffSRGhoalJmZqT/96U+aN29el+MiIiIUERHR57p7xN2VRjQCACBQBlQw8pWNGzcGuoQu3EuCBLgOAACGsgHVlZaSkqLQ0FCVlpZ6bC8tLVV6enqAqvINCy1GAAAE3IAKRlarVTNnztSmTZvc2xwOhzZt2tRtV9hAwlppAAAEXtB1pdXX1+v48ePuvxcUFGjPnj1KSkpSdna2li9frqVLl2rWrFmaM2eOVq9erYaGBvdTagOVha40AAACLuiCUX5+vj7zmc+4/758+XJJ0tKlS7Vu3TotWrRI58+f1xNPPKGSkhJNnz5dGzZs6DIge6BhHiMAAAIv6ILRtddee8lxNvfff7/uv//+fqqovzCPEQAAgTagxhgNZqyVBgBA4BGMeiAvL085OTmaPXu2397j4wkeSUYAAAQKwagHli1bpoMHD2rnzp1+ew/3PEbkIgAAAoZgFCToSgMAIPAIRkGCrjQAAAKPYBQkLHSlAQAQcASjIOHuSgtsGQAADGkEoyDhCkbMYwQAQOAQjIKERXSlAQAQaASjIOFqMaIzDQCAwCEYBQnXPEYOchEAAAFDMAoS7sf1CUYAAAQMwShYuCd4JBkBABAoBKMe6N+10gAAQKAQjHqgP9dK43F9AAACh2AUJCw0GQEAEHAEoyDhnscowHUAADCUEYyChHtJEJIRAAABQzAKEq5FZNsdjgBXAgDA0EUwChKZiVGSpCMldQGuBACAoYtgFCTmjEqSJO08VRngSgAAGLoIRkFi9mhXMKqSg3VBAAAICIJRkJicESebNVQ1TW06VFIb6HIAABiSCEZBIjw0RFeMTZYkvX2oLMDVAAAwNBGMgsj8SWmSpI2HSgNcCQAAQxPBqAf6Y600Sbpu0jBJ0kdnalRa2+zX9wIAAF0RjHqgP9ZKk6RhsZGanpUgSfr7QVqNAADobwSjIHPTlHRJ0pt7iwNcCQAAQw/BKMjcnDtckrS9oELl9S0BrgYAgKGFYBRkspJsmpoZL4eRNuwvCXQ5AAAMKQSjIORqNXpzH91pAAD0J4JRELohp+Ox/fxTVWpuswe4GgAAhg6CURAanRKtlJgItdod2ne2JtDlAAAwZBCMgpDFYtG0zHhJ0uGSugBXAwDA0EEwClJjUqMlSSfP1we4EgAAhg6CUZAakxojSTp5viHAlQAAMHQQjIJUZmKUJKmkhqVBAADoLwSjIJUcHSFJqmhgkkcAAPoLwShIJcdYJUlVjW1yOEyAqwEAYGggGAWpRFtHMLI7jGqa2gJcDQAAQwPBqAfy8vKUk5Oj2bNn99t7WsNCFBcZJkmqaGjtt/cFAGAoIxj1wLJly3Tw4EHt3LmzX983KdrVnUYwAgCgPxCMgliMs8WooaU9wJUAADA0EIyCmM3qCkaslwYAQH8gGAWxaGuoJKmhlRYjAAD6A8EoiNkiOlqMGulKAwCgXxCMgtjHLUZ0pQEA0B8IRkEsOoLB1wAA9CeCURCLdg6+bqTFCACAfkEwCmK2CGdXGi1GAAD0C4JREHO1GPFUGgAA/YNgFMSinIOv6UoDAKB/EIyCmM0ZjJoIRgAA9AuCURCLCu8IRs1tBCMAAPoDwSiIuYIRXWkAAPQPglEQc40xaqLFCACAfkEwCmJRjDECAKBfEYx6IC8vTzk5OZo9e3a/vq8tvONxfVqMAADoHwSjHli2bJkOHjyonTt39uv7Rlo7bk9Tm13GmH59bwAAhiKCURCzOSd4NEZqaXcEuBoAAAY/glEQiwz7+PYwzggAAP8jGAWxsNAQWUM7blEj44wAAPA7glGQ48k0AAD6D8EoyLkmeSQYAQDgfwSjIGdjkkcAAPoNwSjIRYYTjAAA6C9hvjpReXm5XnrpJYWHh+uRRx7x1WmHPHeLUWt7gCsBAGDw81mL0Ve/+lUlJydr3bp1kqR9+/bpscce89XphyzWSwMAoP/4LBg1NDTo29/+tqxWqyQpNzdXb731lq9OP2S5utIaGXwNAIDf+SwYpaWl6dy5c7JYLO5tzc3Nvjr9kGXjcX0AAPqNz8YYrV69Wt/85jdVVlam9evXa8OGDZo4caKvTj9k8bg+AAD9xyfByOFwaOvWrfq///s/vf7669q3b59mzZqlO+64wxenH9IYYwQAQP/xSTAKCQnRr371K91555269dZbdeutt/ritFCnFiOCEQAAfuezMUazZs3SL3/5S1+dDk50pQEA0H98NsbozJkz+tvf/qZnnnlGV1xxhXJzc5Wbm6vPf/7zvnqLIYmuNAAA+o/PgtEbb7whSaqvr9eBAwe0b98+bdy4kWDUR65gxOP6AAD4n8+CkUtMTIzmzp2ruXPn+vrUQ5Lrcf1mWowAAPA71koLclFM8AgAQL/xWzAqLi5WS0uLv07fr/Ly8pSTk6PZs2f3+3tHWTsa9QhGAAD4n9+C0e23366JEydqxYoV/nqLfrNs2TIdPHhQO3fu7Pf3jnaPMWIRWQAA/K3PweiFF17odvvGjRtVUFCgu+++u69vMaTFRHa0GDW0EIwAAPC3Pgejl19++aL7WRakb6KdXWl1zQQjAAD8jcHXQS4moiMYtbQ71G53BLgaAAAGtz4/rn/gwAHNmzdPkydP1uTJkzVlyhRNnjxZGRkZvqhvyIuO+PgWNbTYFW8jywIA4C99/pSdMGGCXnrpJc2fP18VFRV6/vnndc011yg1NVVXXXWVL2oc0qxhIbKGddymegZgAwDgV31uMQoNDXUv/9FZc3OzDh061NfTQx3daZXtrapnnBEAAH7V5xaje++9t9vtkZGRmjFjRl9PD0nRER2P7NfzZBoAAH7V6xajZcuWaebMmZo+fbpyc3P17W9/2x91oZOYiHBJTTyyDwCAn/U6GOXn52vdunVqampSeHi4cnJyNGPGDPfX9OnTFRMT449ah6wYWowAAOgXvQ5G27dvl8Ph0OHDh7V792731xtvvKGqqiqFhIRo3Lhxmj9/vh544AFNmDDBH3UPKa4n0whGAAD4l1eDr0NCQpSTk6OcnBzddttt7u2nT5/W7t27tWvXLm3YsEGvvPKK/v73v+vKK6/0WcFDkSsY0ZUGAIB/+XRSnJEjR+qWW27Rj370I+3cuVOPP/64Hn30UV++xZAUSzACAKBf+HW2wCVLluijjz7y51sMCa4WozqCEQAAfuXXYDRy5Eh98MEH/nyLIYGuNAAA+off15eYMmWKv99i0Pu4K80e4EoAABjcvApGbW1tuv7663Xs2DFf14NuuLvSmPkaAAC/8ioYhYeHa+/evb6uBRcQG+kKRm0BrgQAgMHN6660b3zjG1qzZo0va8EFJNjCJUk1TQQjAAD8yetFZNvb2/XKK69o48aNmjlzpqKjoz32r1q1qs/FoUNClFUSwQgAAH/zOhjt379fl19+uSTp6NGjHvssFkvfqoKH+KiOFqPqRoIRAAD+5HUw2rx5sy/rwEXEO7vSmtrsam6zKzI8NMAVAQAwOPn9cX30XWxEmEKcjXC1dKcBAOA3XrcYSVJ1dbXWrFmjQ4cOSZJycnJ01113KT4+3ifFoUNIiEVxUeGqbmxTdVObhsVFBrokAAAGJa9bjPLz8zV27Fg9++yzqqysVGVlpZ599lmNHTtWH374oS9rhKSEKJ5MAwDA37xuMfrud7+rhQsX6uWXX1ZYWMdp2tvbdffdd+s73/mOtm7d6rMiIcXbrFJFIwOwAQDwI6+DUX5+vkcokqSwsDB973vf06xZs3xSHD7majGqamwNcCUAAAxeXnelxcXFqbCwsMv2oqIixcbG9qmoYJOXl6ecnBzNnj07YDUkx3TMZVRRTzACAMBfvA5GixYt0l133aX169erqKhIRUVFevXVV3X33Xdr8eLFvqwx4JYtW6aDBw9q586dAashNTZCknS+riVgNQAAMNh53ZX2zDPPyGKxaMmSJWpv71jcNDw8XPfdd5+efvppnxWIDqkxzmBUTzACAMBfvA5GVqtVzz33nFauXKkTJ05IksaOHSubzeaz4vCxj1uMmgNcCQAAg5dXXWltbW26/vrrdezYMdlsNuXm5io3N5dQ5Ed0pQEA4H9eBaPw8HDt3bvX17XgIoYRjAAA8DuvB19/4xvf0Jo1a3xZCy4iNaZjtuva5nY1t9kDXA0AAIOT12OM2tvb9corr2jjxo2aOXOmoqOjPfavWrWqz8XhY3FRYbKGhqjV7lB5fYsyE+m2BADA17wORvv379fll18uSTp69KjHPovF0req0IXFYlFqbITOVjfpfB3BCAAAf/AqGLW1tSkkJEQvvviixo8f7+uacAGuYFRay5NpAAD4A4OvB5DMxChJ0pmqpgBXAgDA4MTg6wEkK6mj+4xgBACAfzD4egBxtRgVVTYGuBIAAAYnBl8PIFmJtBgBAOBPXgejzZs3+7IO9IC7xaiqUcYYAigAAD7m9Rgj9L8RzmDU2GpXVWNbgKsBAGDw6VMwevfdd/WNb3xD8+bN09mzZyVJv/3tb/Xee+/5pDh4iggLVXpcxwzYpysaAlwNAACDj9fB6M9//rMWLFigqKgo7d69Wy0tHWt41dTU6Mc//rHPCoSnUSkd44xOEYwAAPA5r4PRf/zHf+jFF1/Uyy+/rPDwcPf2T3/60/rwww99Uhy6Gp0SI0kqOE8wAgDA17wORkeOHNHVV1/dZXt8fLyqq6v7UhMuYkxKx7QIJ8sJRgAA+JrXwSg9PV3Hjx/vsv29997TmDFj+lQULmy0MxgVEIwAAPA5r4PRPffco4ceekjbt2+XxWLRuXPn9Pvf/14rVqzQfffd58sa0cno1I+DkTEmwNUAADC4eD2P0WOPPSaHw6Hrr79ejY2NuvrqqxUREaEVK1bogQce8GWN6CQ7yabQEIsaW+0qrW1RenxkoEsCAGDQ8DoYWSwWff/739cjjzyi48ePq76+Xjk5OYqJifFlffiE8NAQZSfZVFDeoJPl9QQjAAB8yOtg5GK1WpWTk+OLWtBDo1OiVVDeoILyBl0xNiXQ5QAAMGgw8/UA5B6AzSP7AAD4FMFoAOLJNAAA/INgNACNIRgBAOAXBKMByPXIfmFlo9rsjgBXAwDA4NGnwdebNm3Spk2bVFZWJofD8wP6lVde6VNhuLC02EhFhYeqqc2uospGjUnlSUAAAHzB6xajp556SjfccIM2bdqk8vJyVVVVeXzBf0JCLBpFdxoAAD7ndYvRiy++qHXr1un222/3ZT3ooTGp0TpUXEswAgDAh7xuMWptbdUVV1zhy1rQCywmCwCA73kdjO6++2794Q9/8GUt6AXmMgIAwPe87kprbm7WSy+9pI0bN2rq1KkKDw/32L9q1ao+F4cLYy4jAAB8z+tgtHfvXk2fPl2StH//fo99FoulT0Xh0lzBqKS2WQ0t7YqO6PPqLgAADHlef5pu3rzZl3WglxJsViVFW1XZ0KqC8gZNGREf6JIAABjw+tTMUF1drTVr1ujQoUOSpMmTJ+vOO+9UfDwf0v1hdEo0wQgAAB/yevB1fn6+xo4dq2effVaVlZWqrKzUqlWrNHbsWH344Ye+rDHg8vLylJOTo9mzZwe6FA+MMwIAwLcsxhjjzQuvuuoqjRs3Ti+//LLCwjoantrb23X33Xfr5MmT2rp1q08LDQa1tbWKj49XTU2N4uLiAl2O8jYf18/eOqIvzRihZxdND3Q5AAAEpd58fnvdlZafn+8RiiQpLCxM3/ve9zRr1ixvT4teGJvKXEYAAPiS111pcXFxKiws7LK9qKhIsbGxfSoKPTM6pWONtILz9fKy4Q8AAHTidTBatGiR7rrrLq1fv15FRUUqKirSq6++qrvvvluLFy/2ZY24gJHJNlksUm1zuyobWgNdDgAAA57XXWnPPPOMLBaLlixZovb2dklSeHi47rvvPj399NM+KxAXFhkeqoz4KJ2tblJBeYOSYyICXRIAAAOa18HIarXqueee08qVK3XixAlJ0tixY2Wz2XxWHC4tK6kjGJ2tbhIjuwAA6Js+T5dss9mUm5vri1rghYyEKEnS2eqmAFcCAMDA16tgtHz5cv3oRz9SdHS0li9fftFjWSutf4xwBqNzBCMAAPqsV8Fo9+7damtrc39/IayV1n8y3MGoOcCVAAAw8PUqGHVeH4210oJDBi1GAAD4jNeP6xcWFl5w7pzu5jeCf4xIiJTEGCMAAHzB62A0evRonT9/vsv2iooKjR49uk9FoeeGx3e0GNU1t6u2uS3A1QAAMLB5HYyMMd2OJaqvr1dkZGSfikLPRUeEKcEWLkkqZpwRAAB90uvH9V1Po1ksFv3bv/2bx7xFdrtd27dv1/Tp031WIC4tIz5K1Y1tOlfdpAnpLMcCAIC3eh2MXE+jGWO0b98+Wa1W9z6r1app06ZpxYoVvqsQl5SREKWDxbWMMwIAoI96HYxcT6Pdcccdeu655xQXF+fzotA7rgHYPJkGAEDfeD3z9dq1ayVJBw8eVGFhoVpbPRcxXbhwYd8qQ4/xyD4AAL7hdTAqKCjQLbfcon379slisbgf3XcNyLbb7b6pEJfEJI8AAPiG10+lPfjggxo9erTKyspks9l04MABbd26VbNmzdKWLVt8WCIuhfXSAADwDa9bjLZt26a3335bKSkpCgkJUUhIiK688kqtXLlSDz744EWXDIFvudZLK6ltlt1hFBrCkiwAAHjD6xYju92u2NiOR8NTUlJ07tw5SdLIkSN15MgR31SHHkmNjVB4qEV2h1FpLd1pAAB4y+sWoylTpuijjz7S6NGjNXfuXP30pz+V1WrVSy+9pDFjxviyRlxCaIhF6fGRKqps0tnqJnfXGgAA6B2vW4x+8IMfyOFwSJJ++MMfqqCgQFdddZXefPNN/dd//ZfPCkTPuLrTzlYxzggAAG953WK0YMEC9/fjxo3T4cOHVVlZqcTExG6XCoF/jUiwSapkADYAAH3gdTDqTlJSki9Ph14YkdjRYnSGFiMAALzmdVfaddddp6eeeqrL9qqqKl133XV9Kgq9l8kj+wAA9JnXLUZbtmzRvn37tHv3bv3+979XdHS0JKm1tVXvvPOOzwpEz7hajM5WNQa4EgAABi6vW4wkaePGjSopKdGnPvUpnTp1ykclwRsjOrUYuWYhBwAAvdOnYDR8+HC98847ys3N1ezZs5nxOoCGOxeSbW5zqKKh9RJHAwCA7ngdjFxPnkVEROgPf/iDHnroId144416/vnnfVYcei4iLFTDYiMk8cg+AADe8nqM0Se7a37wgx9o0qRJWrp0aZ+LgndGJEaprK5FZ6ubNC0rIdDlAAAw4HgdjAoKCpSamuqx7Stf+YomTpyo/Pz8PheG3huREKXdhdW0GAEA4KVeBaPly5frRz/6kaKjo/Xcc8/5qyZ4yf1kGo/sAwDglV4Fo927d6utrc39/YUw83VgZCXaJEmFlTyyDwCAN3oVjDZv3tzt9wgOY1I65pIqKG8IcCUAAAxMfXpcH8FllDMYFVU2qt3uCHA1AAAMPH1aK625uVl79+5VWVmZHA7PD+KFCxf2qTD0XnpcpCLDQ9Tc5tCZqiZ3UAIAAD3jdTDasGGDlixZovLy8i77LBaL7HZ7nwpD74WEWDQqOVqHS+pUUN5AMAIAoJe87kp74IEH9LWvfU3FxcVyOBweX4SiwBnNOCMAALzmdTAqLS3V8uXLlZaW5st60EeuVqJTFQQjAAB6y+tg9NWvfpW10YKQq8Xo5HmCEQAAveX1GKNf/vKX+trXvqZ3331Xubm5Cg8P99j/4IMP9rk49N74YTGSpKOldQGuBACAgcfrYPTHP/5Rf//73xUZGaktW7Z4TOposVgIRgFyWVqsJKmsrkUV9S1KjokIcEUAAAwcXgej73//+3rqqaf02GOPKSSE6ZCCRXREmEYm23S6olFHSup0xTiCEQAAPeV1omltbdWiRYsIRUFoYnpHq9GhErrTAADoDa9TzdKlS7V+/Xpf1gIfmZgeJ0k6UlIb4EoAABhYvO5Ks9vt+ulPf6q33npLU6dO7TL4etWqVX0uDt6ZNLyjxegwLUYAAPSK18Fo3759mjFjhiRp//79Hvs6D8RG/5vgbjGqk91hFBrC/QAAoCe8DkabN2/2ZR3woewkm2zWUDW22nXyfL3GO59UAwAAF8fI6UEoNMSiKRnxkqSPztQEuBoAAAaOXrUYLV++XD/60Y8UHR2t5cuXX/RYxhgF1rSseO04VamPiqr11ZmZgS4HAIABoVfBaPfu3Wpra3N/fyGMMQq8aVkJkqSPzlQHtA4AAAaSXgWjzuOK/vu//1uZmZld5jEyxqioqMg31cFr0zITJEmHimvV0m5XRFhoYAsCAGAA8HqM0ejRo1VeXt5le2VlpUaPHt2notB3mYlRSo62qs1udKiYx/YBAOgJr4ORMabb7fX19YqMjPS6IPiGxWL5uDutqDqgtQAAMFD0+nF916Bri8WiJ554Qjabzb3Pbrdr+/btmj59us8KhPemZsbr7cNlBCMAAHqo18HINejaGKN9+/bJarW691mtVk2bNk0rVqzwXYXwmqvFaA8DsAEA6JFeByPXAOw77rhDzz33nOLi4nxeFHzDNQD75PkG1TS1KT4q/OIvAABgiPN6jNHatWvdocgYc8ExRwicpGirxqRES5K2n6wIcDUAAAS/Ps18vWbNGk2ZMkWRkZGKjIzUlClT9Otf/9pXtflFUVGRrr32WuXk5Gjq1Kn605/+FOiS/OrK8SmSpHePdX2CEAAAePJ6rbQnnnhCq1at0gMPPKB58+ZJkrZt26bvfve7Kiws1A9/+EOfFelLYWFhWr16taZPn66SkhLNnDlTN998s6KjowNdml9cNT5Vv9l2Wu8eOx/oUgAACHpeB6MXXnhBL7/8shYvXuzetnDhQk2dOlUPPPBA0Aaj4cOHa/jw4ZKk9PR0paSkqLKyctAGo0+NSVJYiEWnKhpVWNGo7GTbpV8EAMAQ5XVXWltbm2bNmtVl+8yZM9Xe3u51QVu3btUXvvAFZWRkyGKx6PXXX+9yTF5enkaNGqXIyEjNnTtXO3bs8Oq9du3aJbvdrqysLK/rDXaxkeG6PDtRkvQOrUYAAFyU18Ho9ttv1wsvvNBl+0svvaTbbrvN64IaGho0bdo05eXldbt//fr1Wr58uZ588kl9+OGHmjZtmhYsWKCysjL3MdOnT9eUKVO6fJ07d859TGVlpZYsWaKXXnrJ61oHiqsv6xhntPUowQgAgIuxGC8fJ3vggQf0m9/8RllZWfrUpz4lSdq+fbsKCwu1ZMkShYd//Gj4qlWrvCvOYtFf/vIX3XLLLe5tc+fO1ezZs/XLX/5SkuRwOJSVlaUHHnhAjz32WI/O29LSos9+9rO65557dPvtt1/0uJaWFvffa2trlZWVpZqamgE1TcG+MzX6wi/fU7Q1VLufuEHWsD6NuQcAYECpra1VfHx8jz6/vR5jtH//fl1++eWSpBMnTkiSUlJSlJKSov3797uPs1gs3r5FF62trdq1a5cef/xx97aQkBDNnz9f27Zt69E5jDH65je/qeuuu+6ioUiSVq5cqaeeeqpPNQeDyRlxSo62qqKhVbtOV2ne2ORAlwQAQFDyOhi5JnrsT+Xl5bLb7UpLS/PYnpaWpsOHD/foHO+//77Wr1+vqVOnuscv/fa3v1Vubm6XYx9//HH3EijSxy1GA01IiEVXjU/R63vOaeux8wQjAAAuwOtgJEnV1dVas2aNDh06JEmaPHmy7rzzTsXHx/ukOH+48sor5XA4enRsRESEIiIi/FxR/7hmQqpe33NO7xw5r0dvnBjocgAACEpeDzbJz8/X2LFj9eyzz6qyslKVlZVatWqVxo4dqw8//NCXNbqlpKQoNDRUpaWlHttLS0uVnp7ul/ccLK4anypJOlhcq7K65gBXAwBAcPI6GH33u9/VwoULderUKb322mt67bXXVFBQoM9//vP6zne+48MSP2a1WjVz5kxt2rTJvc3hcGjTpk3uSSbRvZSYCOWO6GjJe/cos2ADANAdr7vS8vPz9fLLLyss7ONThIWF6Xvf+1638xv1VH19vY4fP+7+e0FBgfbs2aOkpCRlZ2dr+fLlWrp0qWbNmqU5c+Zo9erVamho0B133OH1ew4VV1+Won1na/TO0fP6yszMQJcDAEDQ8ToYxcXFqbCwUBMneo5XKSoqUmxsrNcF5efn6zOf+Yz7767Bz0uXLtW6deu0aNEinT9/Xk888YRKSko0ffp0bdiwocuAbHR1zWXDlLf5hN49dl7tdofCQnlsHwCAzrwORosWLdJdd92lZ555RldccYWkjie+HnnkEY9lQnrr2muv1aWmVrr//vt1//33e/0eQ9Xl2QlKiraqsqFV/zxRoasvSw10SQAABBWvg9Ezzzwji8WiJUuWuJcACQ8P13333aenn37aZwXCd8JCQ3Rzbrp+90Gh3thzjmAEAMAneD3ztUtjY6N7gsexY8fKZhu8i5T2ZubMYLXzVKW+9uI2RVtDtfMH82Wz9mnGBgAAgl5vPr/7PMjEZrMpNzdXubm5gzYU5eXlKScnR7Nnzw50KX02a2SiRibb1NBq19/2lQS6HAAAggqjb3tg2bJlOnjwoHbu3BnoUvrMYrHoa84n0v4nvyjA1QAAEFwIRkPQV2ZmKsQibS+o1JGSukCXAwBA0CAYDUHD46N045SOmcLXvHcywNUAABA8CEZD1F1XjpEkvb77HEuEAADgRDAaomaOTNSM7AS12h16cQutRgAASASjIe278y+TJP3ug9M6U9UY4GoAAAg8gtEQdtX4FF0xNlmtdodW/f1ooMsBACDgCEZDmMVi0aM3dqx199rus/rnifIAVwQAQGARjIa4aVkJ+vrcbEnS46/tU1OrPcAVAQAQOAQj6PGbJmp4fKROVzTqP/56MNDlAAAQMASjHhhMS4J0JzYyXD/5ylRZLNLvtxfqtQ/PBLokAAACos+LyA4lg2ER2YtZvfGoVm88psjwEP3p21coNzM+0CUBANBn/bqILAaPB68br2snpKq5zaGv//oD7S6sCnRJAAD0K4IR3EJCLPqvxTM0e1Si6prbdfuaHco/VRnosgAA6DcEI3iIiwzXujvm6FNjklTf0q4lr+zQthMVgS4LAIB+QTBCF9ERYVr7zTm6clyKGlvtun3NduVtPi67g+FoAIDBjWCEbkVZQ/XrpbP0+anD1e4w+tlbR7T4pQ9YcBYAMKgRjHBBkeGh+sXiGXrma9MUbQ3VjlOVunH1u1r7foFa2pkIEgAw+PC4fi8M9sf1L+bk+Xrd/Zt8nTzfIEmKjQzT4jnZ+vbVY5QcExHg6gAAuLDefH4TjHphKAcjSWqzO/Sn/DN6btNRlda2SJIiwkJ066ws3XPVGGUn2wJcIQAAXRGM/GSoByOX5ja7/r+Pzum3H5zW3jM1kqQQi3RDTrq+PjdbV45LUUiIJcBVAgDQgWDkJwQjT8YYbTtZoV+9c1LvHD3v3p6dZNNXZ2bqi9MzlJ1kk8VCSAIABA7ByE8IRhd2tLROf9heqD9/eEZ1ze3u7WNSozV/UpquHJeiuWOSFBEWGsAqAQBDEcHIx/Ly8pSXlye73a6jR48SjC6iqdWuv+4r1ht7zur94+XqPPVRtDVUV1+WqvmT0vSZicOUFG0NXKEAgCGDYOQntBj1Tk1jm/62v1i7C6v19pEyna9rce8LsUhfn5utR26YqHhbeACrBAAMdgQjPyEYec/hMNp3tkabDpXqb/tLdKys3r1vWlaCrhmforljknV5dqKirHS3AQB8h2DkJwQj3/nNtlNa989T7nmRXMJDLcodEa+5Y5I1Z3SSshKjVF7fqqmZ8bJZwwJULQBgICMY+QnByPfKapu1+UiZtp2o0PaCShXXdL/kSFiIRVNGxGvu6CTNGZ2kWSOT6IIDAPQIwchPCEb+ZYzRmaomfXCyQjsKKrW9oFKFlY3dHmuxSBPT49xBafaoJKXGMgM3AKArgpGfEIz63/m6FsVEhKmioUU7CirdXyfLG7ocOyY12h2U5oxO1oiEqABUDAAINgQjPyEYBY+yumbtLKjSjoKOLrjDJXVdjhmRENUpKCVpdEo0k00CwBBEMPITglHwqm5sVf6pKu041dEFt/9sjewOz3/aKTERHkFpQlosS5cAwBBAMPITgtHA0dDSrg8Lq9xjlfYUVau13eFxTHxUuGaPSnR3vU3OiFN4aEiAKgYA+AvByE8IRgNXc5tde8/UuLvedp2uUmOr3eMYmzVUM0cmas6ojhalaVkJigxnTiUAGOgIRn5CMBo82uwOHThXqx0FFe4B3bWd1niTJGtoiKZnJbi73i4fmaiYCOZSAoCBhmDkJwSjwcvhMDpSWucOSdsLKlVe3+JxTGiIRVMy4txdb3PHJCkukrmUACDYEYz8hGA0dBhjVFDe4BGUzlY3dTlubGq0ZmQn6oacNE3LSlBaXGQAqgUAXAzByMfy8vKUl5cnu92uo0ePEoyGqDNVjdp5qiMobTtRoVMVXSefTIuL0IysRM3ITtCsUYmaMiJeEWGMUwKAQCIY+QktRnAxxuh8XYvW/vOU9hRW61xNk053E5SsYSGaPSpRs0claUZ2oqZnJrCUCQD0M4KRnxCMcDGNre3ad6ZGu4uq9eHpKu06XaWKhtYux41Njdb0rEQNi4vQTVPSNWk40wQAgD8RjPyEYITeMMboxPkGvX+8XHuKqrW7sKrb7rcRCVF67KaJ+vS4FCVFWwNQKQAMbgQjPyEYoa8qG1q1p6hKf9tXoj/tOtNl/6hkm6ZlJWhaZoKmZycoPCREDa3tmjMqiVm6AcBLBCM/IRjBl2qb21TV0KqXtp7UjoJKHSurv+jxOcPjdNOUdC37zDhCEgD0AsHITwhG8KfqxlbtPVOjj4qq9dGZau0pqlZ5fdcxStawEH1qTLJmZHW0KuWOiFdKTEQAKgaAgYFg5CcEI/Qn15Nv205W6FR5o363/bRqGtvUand0OTY9LlJTRsRpyoh45Y6I15QR8cypBABOBCM/IRgh0NrsDh0pqdPuwip9WNjRslRQ3qDufopTYyM6QlKGMzBlxis9LlIWC91wAIYWgpGfEIwQjOpb2nXwXK32na3RgbM12n+uRsfL6uXo5ic7JcaqyRkdrUqThsdp0vBYjUyOVihjlgAMYgQjPyEYYaBobG3XoeJa7T/bEZj2n63RsbJ62btJS5HhIZqQFqtJw+M0MT1WORnxmpGdoFCLhUHeAAYFgpGfEIwwkDW32Z1hqUb7z9bqcGmdjpTUqrmt65glSUqOtuqZW6dpYnosXXAABjSCkZ8QjDDY2B1GpysadLikToeLa/XOsXJ9VFTd5bjYyDBdlharCemxmpAWq/FpMRo/LFYpMVYCE4CgRzDyE4IRhoJ3j53X85tPqLa5TS3tDhWUN3TbBSdJibZwjR8Wq3FpMbpsWIzGp8Vq/LAYpcZGEJgABA2CkZ8QjDAUtbTbVVDeoCMldTpSUqejpXU6VlavwsrGbp+Gk6T4qHCNTY3WuGExGpva8TVuWIwyE6MUxrpwAPoZwchPCEbAx5rb7DpeVq/jZfU6VlanY6X1OlZWr9MVDd0+ESdJ1tAQjUqxucPSmNRojU6J1piUGMXbwvv3AgAMGb35/A7rp5oADDKR4aGa4pxMsrPmto4WphPnO0LTifMNOl5Wr5Pn69XS7tDR0nodLe26/ElytFVjUqM9QtOolGhlJdpkDaOVCUD/IBj1QF5envLy8mS32wNdChD0IsNDnXMkef5fmcNhdLa6ScfP1+uEMzCdKm9QQXmDSmqbVdHQqoqGVu08VeXxutAQi0YkRGlUSrRGJ9s0MrmjlakjNNE1B8C36ErrBbrSAP9oaGl3tzKdON+gk84/T1c0qLH1wv9DEh5qUXaSzdnCFKMxKdHKTrZpZLJNabGRzMMEQBJdaQAGmOiIsG675VzrxRWUN+hURYMKyht1uqLB/ffmNodOnG/QifMNkko9XmsNC1FWYpRGJkcrO6kjLI1Mtik7yabMRJsiw0P78QoBDBQEIwBBy2KxaFhcpIbFRWrumGSPfQ6HUXFts044xy+ddHbLFVY26kxVk1rbO4emT563Y+HdjwNTtLKSbBrp/HuCzdpflwggyNCV1gt0pQEDQ7vdoXPVzTpd2aDTFY0qqmzU6YpGna5sVGFFgxou0j0nSXGRYR0tTckdYSk7yebsoovW8Di66ICBhsf1/YRgBAx8xhhVNLSqsLJRhRWuwNTgDk9ldS0Xfb01NEQZCZHKTLQpKynK+adNWYlRykqyKTma2cCBYMMYIwC4AIvFopSYCKXEROjy7MQu+5ta7Sqs7BjLVFjZ6Py+0dlF16hWu0OnKhp1qqKx2/PbrKHKTIxSliswdQpNWUk2xUTwaxcIZvyEAkAnUdbQjjXh0mO77LM7jIprmnSmquOrsLJRZyobVVTVqKLKJpXWNaux1X7BuZqkjmVUOsKSTZlJnQJUYpRGJEYpIoxB4UAgEYwAoIdCQyzKTOx4qq07Le12na1qUlFVk4qcgelMZZOKqjpanKob21TV2KaqxhrtPVPT5fWuQeHdhaasJJvS4iIVyvgmwK8IRgDgIxFhoR3zKaXGdLu/rrlNRc6gVOR8eq6oU4tTU5tdxTXNKq5p1o5TXV8fHtox2WWWc8qBLGd4ynZ20yXawhnfBPQRwQgA+klsZLhyMsKVk9F18KdrUHhHUHIGpk6h6Vx1k9rs5qLjm6KtoV1CU8fYpo7voxnfBFwSPyUAEAQ6Dwqf0c2g8Ha7QyW1ze4WpzOdA1RVo0prW9TQatfhkjodLqnr9j2Soq3KSoxSpnMKgs5TEQyPj6KbDhCP6/cKj+sDCFbNbfaOrrluQlNRZZNqmtou+npXN13HGKoo55fN/eew2Ajmb8KAxeP6ADDERIaHatywGI0b1v34ptrmNmf3XJPOOAeDu+ZyKqpqvGQ3XXioRRkJzsCU4AxMSR+Hp2GxDAzH4EAwAoAhIC4yXJMz4jU5I77LPrvDqKS2WWecA8I7vpzfVzfqXHWz2uymYzLMikZJFV3O0Tk4jUmJ0cyRicpydtWlxDDpJQYOutJ6ga40AENRu92h0rqWCwan4upmtTsu/FESFR7qfnLOtT6d6++ZiVEs6Au/oysNAOAzYaEhGpEQpREJUZrbzX67w6i0ttkdmD4srNKx0noVVTaquLZZTW12HSmt05HS7geFuxb0zXIPBo/q+DMpmtYm9DtajHqBFiMA6B3XpJeFzukHOi+zUlTZeMkFfT/Z2pSdFKVsZ4tTZqKN1ib0CC1GAICgcLFJL40xqnQt6PuJ4FRU2aRzNU2XbG1Ki4twB6eRSdEamdzRVTcqOVoJTHgJL9Bi1Au0GAFA/2lpt+tcdbPz6bmPF/UtrGxSYUXDJVub4iLDNDI52h2UMhOjNDwhSqOTo5WREKmw0JB+uhIEWm8+vwlGvUAwAoDgYIxRVWObR2vT6YoG95NzJbXNF319WIhFIxJdY5k+HhCenRSt7GSbYpglfFChKw0AMKhZLBYlRVuVFG3V9KyELvubWu0qrGzUqYoGFVZ0/Hmuuklnq5t0qqJRre2OTtMPdJVoC3cu4Nt1Qd8RiVGKCGNs02BFMOqBvLw85eXlyW6/eLMtACA4RFlDNSE9VhPSY7vscziMSuuadbri40kuCysbddrZZVfV2Ob8qtHeMzXdnj8tLsIjLGU6Q1RWUhTLqwxwdKX1Al1pADD41Ta36YxzTboi59xNnZdXaWq7+P8kh4VYNDwhsiMouRb07bS4b2pMBIPC+xldaQAAeCkuMlw5GeHKyej6Aep6ku6Ta9G5Jrw8W9WkVrujY7HfyiZ1N0t4RFiIRiR2dM+51qLLci6vkpUYpaRo5m4KJIIRAAA9ZLFYlBwToeSYiG7HNrm66TqCUUdwcrU4nalqUnFNk1raHTp5vkEnzzd0+x5R4aHKTIxyzwz+yQAVH8U0BP5EV1ov0JUGAOiLNrtDxdXNOlP1cWjqHJxK65p1qU/lmIgwd1DqEqCSohQXGd4/FzOA0JUGAEAQCg8N6Zi5O9nW7X7X3E1nOnXRFTmXWimqbFJ5fYvqW9p1uKROh0u6n/QyLjLsAq1NHd9HMxXBRfFfBwCAIBERFqrRKdEanRLd7f6mVrvOVjd93NrkXti3I0BVNrSqtrldB87V6sC52m7PkRRtdYalTsHJNRVBgk1R1qE9FQHBCACAASLKGqpxw2I0bljXJVYkqaGl3R2UOnfRuYJUTVObKhtaVdnQesGpCFJiIjy66DoHqIyEqEG/Ph3BCACAQSI6IuyC8zdJH09F0LmLrnOAqm9pV3l9i8rrW7SnqLrbc6TFRSgz0aaMhChlJERqREKUMuI7QtOIhCjFRYUN6MHhDL7uBQZfAwAGK2OMapraPu6a62aM06XmcJKkaGuoMzS5wlJkp++jlBYXKWtY/65Tx+BrAADQKxaLRQk2qxJsVk0ZEd9lv2sOJ1fXXHF1s85WN+lcdZOKa5p1rrpJFQ2tami161hZvY6V1V/gfaTUmAh3UHK1OmUm2jTCueRKIJ+sIxgBAIBL6jyH07Ru5nCSOgaHF9c06Vx1s3ttunPVTTpX0+QOUi3tDpXVtaisrvvuOotFOvKjm/q9VcmFYAQAAHwiyhqqMakxGpPa/eBwV6vTuU6tTa4/XV141rCQgIUiiWAEAAD6SedWp9zMrt11UsdcToEUuEgGAADwCRFhgZ0OgGAEAADgRDACAABwIhgBAAA4EYwAAACcCEYAAABOBCMAAAAnghEAAIATwQgAAMCJYAQAAOBEMAIAAHAiGAEAADgRjAAAAJwIRj2Ql5ennJwczZ49O9ClAAAAP7IYY0ygixgoampqlJCQoKKiIsXFxQW6HAAA0AO1tbXKyspSdXW14uPjL3psWD/VNCjU1dVJkrKysgJcCQAA6K26urpLBiNajHrB4XDo3Llzio2NlcVi8em5XWl2sLZGDfbrkwb/NXJ9A99gv8bBfn3S4L9Gf12fMUZ1dXXKyMhQSMjFRxHRYtQLISEhyszM9Ot7xMXFDcp/7C6D/fqkwX+NXN/AN9ivcbBfnzT4r9Ef13epliIXBl8DAAA4EYwAAACcCEZBIiIiQk8++aQiIiICXYpfDPbrkwb/NXJ9A99gv8bBfn3S4L/GYLg+Bl8DAAA40WIEAADgRDACAABwIhgBAAA4EYwAAACcCEZBIi8vT6NGjVJkZKTmzp2rHTt2BLqkS1q5cqVmz56t2NhYDRs2TLfccouOHDniccy1114ri8Xi8XXvvfd6HFNYWKjPfe5zstlsGjZsmB555BG1t7f356Vc0L//+793qX/ixInu/c3NzVq2bJmSk5MVExOjr3zlKyotLfU4RzBf36hRo7pcn8Vi0bJlyyQNvPu3detWfeELX1BGRoYsFotef/11j/3GGD3xxBMaPny4oqKiNH/+fB07dszjmMrKSt12222Ki4tTQkKC7rrrLtXX13scs3fvXl111VWKjIxUVlaWfvrTn/r70twudo1tbW169NFHlZubq+joaGVkZGjJkiU6d+6cxzm6u+9PP/20xzGBusZL3cNvfvObXWq/8cYbPY4ZyPdQUrc/kxaLRT/72c/cxwTrPezJ54Kvfm9u2bJFl19+uSIiIjRu3DitW7fONxdhEHCvvvqqsVqt5pVXXjEHDhww99xzj0lISDClpaWBLu2iFixYYNauXWv2799v9uzZY26++WaTnZ1t6uvr3cdcc8015p577jHFxcXur5qaGvf+9vZ2M2XKFDN//nyze/du8+abb5qUlBTz+OOPB+KSunjyySfN5MmTPeo/f/68e/+9995rsrKyzKZNm0x+fr751Kc+Za644gr3/mC/vrKyMo9r+8c//mEkmc2bNxtjBt79e/PNN833v/9989prrxlJ5i9/+YvH/qefftrEx8eb119/3Xz00Udm4cKFZvTo0aapqcl9zI033mimTZtmPvjgA/Puu++acePGmcWLF7v319TUmLS0NHPbbbeZ/fv3mz/+8Y8mKirK/OpXvwr4NVZXV5v58+eb9evXm8OHD5tt27aZOXPmmJkzZ3qcY+TIkeaHP/yhx33t/HMbyGu81D1cunSpufHGGz1qr6ys9DhmIN9DY4zHtRUXF5tXXnnFWCwWc+LECfcxwXoPe/K54IvfmydPnjQ2m80sX77cHDx40PziF78woaGhZsOGDX2+BoJREJgzZ45ZtmyZ++92u91kZGSYlStXBrCq3isrKzOSzDvvvOPeds0115iHHnrogq958803TUhIiCkpKXFve+GFF0xcXJxpaWnxZ7k98uSTT5pp06Z1u6+6utqEh4ebP/3pT+5thw4dMpLMtm3bjDHBf32f9NBDD5mxY8cah8NhjBnY9++THzgOh8Okp6ebn/3sZ+5t1dXVJiIiwvzxj380xhhz8OBBI8ns3LnTfczf/vY3Y7FYzNmzZ40xxjz//PMmMTHR4/oeffRRM2HCBD9fUVfdfah+0o4dO4wkc/r0afe2kSNHmmefffaCrwmWa7xQMPriF794wdcMxnv4xS9+0Vx33XUe2wbKPfzk54Kvfm9+73vfM5MnT/Z4r0WLFpkFCxb0uWa60gKstbVVu3bt0vz5893bQkJCNH/+fG3bti2AlfVeTU2NJCkpKclj++9//3ulpKRoypQpevzxx9XY2Ojet23bNuXm5iotLc29bcGCBaqtrdWBAwf6p/BLOHbsmDIyMjRmzBjddtttKiwslCTt2rVLbW1tHvdu4sSJys7Odt+7gXB9Lq2trfrd736nO++802OR5IF+/1wKCgpUUlLicb/i4+M1d+5cj/uVkJCgWbNmuY+ZP3++QkJCtH37dvcxV199taxWq/uYBQsW6MiRI6qqquqnq+m5mpoaWSwWJSQkeGx/+umnlZycrBkzZuhnP/uZRzdFsF/jli1bNGzYME2YMEH33XefKioq3PsG2z0sLS3VX//6V911111d9g2Ee/jJzwVf/d7ctm2bxzlcx/jic5NFZAOsvLxcdrvd4x+AJKWlpenw4cMBqqr3HA6HvvOd7+jTn/60pkyZ4t7+9a9/XSNHjlRGRob27t2rRx99VEeOHNFrr70mSSopKen22l37Am3u3Llat26dJkyYoOLiYj311FO66qqrtH//fpWUlMhqtXb5wElLS3PXHuzX19nrr7+u6upqffOb33RvG+j3rzNXPd3V2/l+DRs2zGN/WFiYkpKSPI4ZPXp0l3O49iUmJvqlfm80Nzfr0Ucf1eLFiz0W5HzwwQd1+eWXKykpSf/85z/1+OOPq7i4WKtWrZIU3Nd444036stf/rJGjx6tEydO6P/9v/+nm266Sdu2bVNoaOigu4f//d//rdjYWH35y1/22D4Q7mF3nwu++r15oWNqa2vV1NSkqKgor+smGMEnli1bpv379+u9997z2P6tb33L/X1ubq6GDx+u66+/XidOnNDYsWP7u8xeu+mmm9zfT506VXPnztXIkSP1P//zP336wQtGa9as0U033aSMjAz3toF+/4aytrY23XrrrTLG6IUXXvDYt3z5cvf3U6dOldVq1be//W2tXLky6Jea+Jd/+Rf397m5uZo6darGjh2rLVu26Prrrw9gZf7xyiuv6LbbblNkZKTH9oFwDy/0uRDs6EoLsJSUFIWGhnYZkV9aWqr09PQAVdU7999/v/7v//5PmzdvVmZm5kWPnTt3riTp+PHjkqT09PRur921L9gkJCTosssu0/Hjx5Wenq7W1lZVV1d7HNP53g2U6zt9+rQ2btyou++++6LHDeT756rnYj9r6enpKisr89jf3t6uysrKAXVPXaHo9OnT+sc//uHRWtSduXPnqr29XadOnZI0MK7RZcyYMUpJSfH4NzkY7qEkvfvuuzpy5Mglfy6l4LuHF/pc8NXvzQsdExcX1+f/aSUYBZjVatXMmTO1adMm9zaHw6FNmzZp3rx5Aazs0owxuv/++/WXv/xFb7/9dpdm2+7s2bNHkjR8+HBJ0rx587Rv3z6PX2SuX+Q5OTl+qbsv6uvrdeLECQ0fPlwzZ85UeHi4x707cuSICgsL3fduoFzf2rVrNWzYMH3uc5+76HED+f6NHj1a6enpHvertrZW27dv97hf1dXV2rVrl/uYt99+Ww6Hwx0K582bp61bt6qtrc19zD/+8Q9NmDAhKLpgXKHo2LFj2rhxo5KTky/5mj179igkJMTdBRXs19jZmTNnVFFR4fFvcqDfQ5c1a9Zo5syZmjZt2iWPDZZ7eKnPBV/93pw3b57HOVzH+ORzs8/Dt9Fnr776qomIiDDr1q0zBw8eNN/61rdMQkKCx4j8YHTfffeZ+Ph4s2XLFo9HRhsbG40xxhw/ftz88Ic/NPn5+aagoMC88cYbZsyYMebqq692n8P1WOYNN9xg9uzZYzZs2GBSU1OD5nH2hx9+2GzZssUUFBSY999/38yfP9+kpKSYsrIyY0zHY6fZ2dnm7bffNvn5+WbevHlm3rx57tcH+/UZ0/EUZHZ2tnn00Uc9tg/E+1dXV2d2795tdu/ebSSZVatWmd27d7ufyHr66adNQkKCeeONN8zevXvNF7/4xW4f158xY4bZvn27ee+998z48eM9HvWurq42aWlp5vbbbzf79+83r776qrHZbP32qPfFrrG1tdUsXLjQZGZmmj179nj8XLqe5vnnP/9pnn32WbNnzx5z4sQJ87vf/c6kpqaaJUuWBMU1Xuz66urqzIoVK8y2bdtMQUGB2bhxo7n88svN+PHjTXNzs/scA/keutTU1BibzWZeeOGFLq8P5nt4qc8FY3zze9P1uP4jjzxiDh06ZPLy8nhcf7D5xS9+YbKzs43VajVz5swxH3zwQaBLuiRJ3X6tXbvWGGNMYWGhufrqq01SUpKJiIgw48aNM4888ojHPDjGGHPq1Clz0003maioKJOSkmIefvhh09bWFoAr6mrRokVm+PDhxmq1mhEjRphFixaZ48ePu/c3NTWZf/3XfzWJiYnGZrOZL33pS6a4uNjjHMF8fcYY89ZbbxlJ5siRIx7bB+L927x5c7f/JpcuXWqM6Xhk/9/+7d9MWlqaiYiIMNdff32X666oqDCLFy82MTExJi4uztxxxx2mrq7O45iPPvrIXHnllSYiIsKMGDHCPP300/11iRe9xoKCggv+XLrmptq1a5eZO3euiY+PN5GRkWbSpEnmxz/+sUewCOQ1Xuz6GhsbzQ033GBSU1NNeHi4GTlypLnnnnu6/E/kQL6HLr/61a9MVFSUqa6u7vL6YL6Hl/pcMMZ3vzc3b95spk+fbqxWqxkzZozHe/SFxXkhAAAAQx5jjAAAAJwIRgAAAE4EIwAAACeCEQAAgBPBCAAAwIlgBAAA4EQwAgAAcCIYAQAAOBGMAAxaW7ZskcVi6bJgZaD9+7//u6ZPnx7oMgB0g2AEwG+Kiop05513KiMjQ1arVSNHjtRDDz2kioqKLsceP35cd9xxhzIzMxUREaHRo0dr8eLFys/P17p162SxWC765VpVvLMrrrhCxcXFio+PlyStW7dOCQkJfr5qTxaLRa+//rrHthUrVnRZABNAcCAYAfCLkydPatasWTp27Jj++Mc/6vjx43rxxRe1adMmzZs3T5WVle5j8/PzNXPmTB09elS/+tWvdPDgQf3lL3/RxIkT9fDDD2vRokUqLi52f82bN0/33HOPx7asrKwuNVitVqWnp8tisfj02ux2uxwOh9evj4mJ6dGq9wACwCcrrgHAJ9x4440mMzPTY1VtY4wpLi42NpvN3HvvvcaYjoVdJ0+ebGbOnGnsdnuX81RVVXXZds0115iHHnrokjW4FuusqqrqduHOJ5980hhjTHNzs3n44YdNRkaGsdlsZs6cOe5FV40xZu3atSY+Pt688cYbZtKkSSY0NNQUFBSYHTt2mPnz55vk5GQTFxdnrr76arNr1y7360aOHOnxfiNHjjTGGPPkk0+aadOmuY+z2+3mqaeeMiNGjDBWq9VMmzbN/O1vf3Pvdy0O++c//9lce+21JioqykydOtX885//vOR/AwC9Q4sRAJ+rrKzUW2+9pX/9139VVFSUx7709HTddtttWr9+vYwx2rNnjw4cOKCHH35YISFdfyX5quvriiuu0OrVqxUXF+duZVqxYoUk6f7779e2bdv06quvau/evfra176mG2+8UceOHXO/vrGxUT/5yU/061//WgcOHNCwYcNUV1enpUuX6r333tMHH3yg8ePH6+abb1ZdXZ0kaefOnZKktWvXqri42P33T3ruuef085//XM8884z27t2rBQsWaOHChR7vL0nf//73tWLFCu3Zs0eXXXaZFi9erPb2dp/89wHQISzQBQAYfI4dOyZjjCZNmtTt/kmTJqmqqkrnz593f/hPnDjRrzVZrVbFx8fLYrEoPT3dvb2wsFBr165VYWGhMjIyJHWMAdqwYYPWrl2rH//4x5KktrY2Pf/885o2bZr7tdddd53He7z00ktKSEjQO++8o89//vNKTU2V1BHuOr/nJz3zzDN69NFH9S//8i+SpJ/85CfavHmzVq9erby8PPdxK1as0Oc+9zlJ0lNPPaXJkyfr+PHjfv9vBwwlBCMAfmOM8ckx/rRv3z7Z7XZddtllHttbWlo8xgFZrVZNnTrV45jS0lL94Ac/0JYtW1RWVia73a7GxkYVFhb2+P1ra2t17tw5ffrTn/bY/ulPf1offfSRx7bO7z98+HBJUllZGcEI8CGCEQCfGzdunCwWiw4dOqQvfelLXfYfOnRIiYmJSk1NdQeSw4cPa8aMGf1dqurr6xUaGqpdu3YpNDTUY19MTIz7+6ioqC6DuJcuXaqKigo999xzGjlypCIiIjRv3jy1trb6pdbw8HD3965a+jIIHEBXjDEC4HPJycn67Gc/q+eff15NTU0e+0pKSvT73/9eixYtksVi0fTp05WTk6Of//zn3X7I+3IOIqvVKrvd7rFtxowZstvtKisr07hx4zy+Ltb9JUnvv/++HnzwQd18882aPHmyIiIiVF5e7nFMeHh4l/fsLC4uThkZGXr//fe7nDsnJ6eXVwigrwhGAPzil7/8pVpaWrRgwQJt3bpVRUVF2rBhgz772c9qxIgR+s///E9JHS0fa9eu1dGjR3XVVVfpzTff1MmTJ7V3717953/+p774xS/6rKZRo0apvr5emzZtUnl5uRobG3XZZZfptttu05IlS/Taa6+poKBAO3bs0MqVK/XXv/71oucbP368fvvb3+rQoUPavn27brvtti6DzUeNGqVNmzappKREVVVV3Z7nkUce0U9+8hOtX79eR44c0WOPPaY9e/booYce8tm1A+gZghEAvxg/frzy8/M1ZswY3XrrrRo7dqy+9a1v6TOf+Yy2bdumpKQk97Fz5sxRfn6+xo0bp3vuuUeTJk3SwoULdeDAAa1evdpnNV1xxRW69957tWjRIqWmpuqnP/2ppI6nxpYsWaKHH35YEyZM0C233KKdO3cqOzv7oudbs2aNqqqqdPnll+v222/Xgw8+qGHDhnkc8/Of/1z/+Mc/lJWVdcGuwgcffFDLly/Xww8/rNzcXG3YsEH/+7//q/Hjx/vmwgH0mMUEeuQjAABAkKDFCAAAwIlgBAAA4EQwAgAAcCIYAQAAOBGMAAAAnAhGAAAATgQjAAAAJ4IRAACAE8EIAADAiWAEAADgRDACAABw+v8BkZ89Z0Z5M9cAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_convergence(opt_result)" ] } ], "metadata": { "hide_input": false, "jupytext": { "encoding": "# -*- coding: utf-8 -*-" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": false }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }