gate_times_sweep.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# Code for generating Fig 4.5 (Scaling of gate times)"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "source": [
    "# %% Import modules\n",
    "import time\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import scipy\n",
    "import matplotlib.transforms as mtransforms\n",
    "\n",
    "# Our own files\n",
    "from simulator_program.custom_noise_models import (standard_times)\n",
    "from simulator_program.data_analysis_tools import (fidelity_from_scratch,\n",
    "                                                   perfect_stab_circuit,\n",
    "                                                   scale_gate_times)\n"
   ],
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Adding custom device equivalences\n"
     ]
    },
    {
     "output_type": "stream",
     "name": "stderr",
     "text": [
      "/home/alexion/anaconda3/lib/python3.8/site-packages/qiskit/aqua/__init__.py:86: DeprecationWarning: The package qiskit.aqua is deprecated. It was moved/refactored to qiskit-terra For more information see <https://github.com/Qiskit/qiskit-aqua/blob/main/README.md#migration-guide>\n",
      "  warn_package('aqua', 'qiskit-terra')\n"
     ]
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "We start by defining some settings and functions used across all runs and configurations"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "source": [
    "# Noise parameters\n",
    "T1 = 40e3\n",
    "T2 = 60e3\n",
    "\n",
    "# Number of runs\n",
    "n_cycles = 15\n",
    "n_shots = 1024*8*2\n",
    "\n",
    "# Functions for curve fitting\n",
    "def monoExp(t, T, c, A):\n",
    "    return (A-c) * np.exp(-t/T) + c\n",
    "def idealExp(t,T): # For the projected qubit we set A=1 and c=0.5\n",
    "    return 0.5 * np.exp(-t/T) + 0.5\n",
    "\n",
    "p0 = (T1, 0.4, 0.9)  # start with values near those we expect*\n",
    "\n",
    "def get_circuit_time_formula(gate_times = {}):\n",
    "    tot_gate_times= standard_times.get_gate_times(gate_times)\n",
    "    return (8*tot_gate_times['h']+16*tot_gate_times['cz']+ 4*tot_gate_times['measure']+ \\\n",
    "            tot_gate_times['feedback'] + tot_gate_times['delay'])/1000"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "We also write a general function for running through all the iterations for\n",
    "scaling a specific gate time.\n",
    "\n",
    "The procedure is as follows:\n",
    "- Determine the gate times for the current run\n",
    "- Run simulations with these parameters\n",
    "- Determine a curve fit for the results \n",
    "- Repeat from start with the next iteration\n",
    "\n",
    "Note that, with these parameters, this is VERY computationally heavy. This can\n",
    "be sped up by reducing the number of cycles and shots, but at the cost of accuracy.\n",
    "Otherwise, the data from previous runs can simply be loaded further down."
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "source": [
    "def iterate_through_scaling(n_cycles, n_shots, resolution, scaling_span, \n",
    "                            scaled_gate_type, T1=40e3, T2=60e3, \n",
    "                            print_time=True, plot_intermediate_result=False):\n",
    "\n",
    "    # Define additional variables\n",
    "    fid_span = np.zeros((resolution, n_cycles+1)) # Fidelities at each cycle and setup\n",
    "    P_L_span = np.zeros((resolution, n_cycles+1)) # P_L at each cycle and setup\n",
    "    time_span = np.zeros((resolution, n_cycles+1)) # Time passed at each cycle and setup\n",
    "    par_span = np.zeros((resolution, 3))\n",
    "    par_L_span = np.zeros((resolution, 3))\n",
    "    cov_span = np.zeros((resolution, 3,3))\n",
    "    cov_L_span = np.zeros((resolution, 3,3))\n",
    "\n",
    "    for i in range(resolution):\n",
    "\n",
    "        if print_time:\n",
    "            seconds = time.time()\n",
    "\n",
    "        # Define the gate time we're scaling. Others are set to standard times\n",
    "        if scaled_gate_type == 'single_qubit':\n",
    "            gate_times = {'h': scaling_span[i]} # The only single-qubit gate used\n",
    "        elif scaled_gate_type == 'two_qubit':\n",
    "            gate_times = {'cz': scaling_span[i]}   # The only two-qubit gate used\n",
    "        elif scaled_gate_type == 'measure':\n",
    "            gate_times = {'measure': scaling_span[i]}\n",
    "        elif scaled_gate_type == 'feedback':\n",
    "            gate_times = {'feedback': scaling_span[i]}\n",
    "        elif scaled_gate_type == 'delay':\n",
    "            gate_times = {'delay': scaling_span[i]}\n",
    "        elif scaled_gate_type == 'all': # Delay is NOT included in this\n",
    "            gate_times = {\n",
    "                'h': scaling_span[0][i], \n",
    "                'cz': scaling_span[1][i], \n",
    "                'measure': scaling_span[2][i],\n",
    "                'feedback': scaling_span[3][i],\n",
    "            }\n",
    "        else:\n",
    "            print('ERROR: Invalding scaled_gate_type, exiting')\n",
    "            return\n",
    "\n",
    "        # Calculate F_L and P_L (Computationally heavy step)\n",
    "        fid_span[i], P_L_span[i], times = fidelity_from_scratch(\n",
    "            n_cycles, n_shots, gate_times,\n",
    "            T1=T1, T2=T2, encoding=False, transpile=False, project=True)\n",
    "\n",
    "        # Convert time to list\n",
    "        time_span[i] = np.array([times['dm_'+str(i)] for i in range(n_cycles+1)])\n",
    "\n",
    "        # Find curve fit to F_L and F to determine T_L (And other parameters)\n",
    "        pars, cov = scipy.optimize.curve_fit(\n",
    "            monoExp, time_span[i][1:], (fid_span[i]*P_L_span[i])[1:], p0)\n",
    "        pars_L, cov_L = scipy.optimize.curve_fit(\n",
    "            idealExp, time_span[i][1:]-time_span[i][1], fid_span[i][1:], T1)\n",
    "\n",
    "        # Store curve parameters\n",
    "        par_span[i] = pars\n",
    "        par_L_span[i] = pars_L\n",
    "        cov_span[i] = cov\n",
    "        cov_L_span[i] = cov_L\n",
    "\n",
    "        if plot_intermediate_result:\n",
    "            # Plot results of current iteration\n",
    "            plt.plot(time_span[i]/1000, fid_span[i] *\n",
    "                     P_L_span[i], 'o', label='F', color='C0')\n",
    "            plt.plot(time_span[i]/1000, fid_span[i],\n",
    "                     '^', label='F_L', color='C2')\n",
    "            plt.plot(time_span[i]/1000, P_L_span[i],\n",
    "                     's', label='P_L', color='C3')\n",
    "\n",
    "            plt.plot(time_span[i]/1000, monoExp(time_span[i], *pars), \n",
    "                    '--', color='C0')\n",
    "            plt.plot(time_span[i]/1000, idealExp(time_span[i]-time_span[i][1], *pars_L),\n",
    "                    '--', color='C2')\n",
    "            plt.plot(time_span[i]/1000, monoExp(time_span[i], *pars) /\n",
    "                     idealExp(time_span[i]-time_span[i][1], *pars_L), '--', color='C3')\n",
    "            plt.title(\n",
    "                'Current iteration: ' + str(i+1) + ' out of ' + str(resolution) +\n",
    "                ' \\n-> F: T='+str(np.round(pars[0]/1000, 1)) + \n",
    "                ' c='+str(np.round(pars[1], 2)) + ' A='+str(np.round(pars[2], 2)) +\n",
    "                '\\n F_L: '+'T='+str(np.round(pars_L[0]/1000, 1)))\n",
    "            plt.legend()\n",
    "            plt.show()\n",
    "\n",
    "        if print_time:\n",
    "            print('This took ', int(time.time()-seconds), 'seconds')\n",
    "            print('current_iteration: ', i)\n",
    "    return fid_span, P_L_span, time_span, par_span, par_L_span, cov_span, cov_L_span"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Single qubit gates\n",
    "We work through each gate type one by one, starting with the scaling of single\n",
    "qubit gates.\n",
    "\n",
    "Note that the scaling of single qubit gates is not included in the plot as their impact is insignificant. Also, the pre-generated data is done with very low accuracy and may not be reliable"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "source": [
    "# Gate times to test\n",
    "resolution = 7\n",
    "single_qubit_min = 0\n",
    "single_qubit_max = 60\n",
    "single_qubit_span = np.linspace(single_qubit_min, single_qubit_max, resolution)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# Run simulation \n",
    "# WARNING: TAKES LONG TIME\n",
    "# Consider loading the data further down instead\n",
    "single_qubit_fid, single_qubit_P_L, single_qubit_time, single_qubit_par, single_qubit_par_L, single_qubit_cov, single_qubit_cov_L = \\\n",
    "    iterate_through_scaling(n_cycles, n_shots, resolution, single_qubit_span, \n",
    "                            scaled_gate_type='single_qubit', T1=40e3, T2=60e3, \n",
    "                            print_time=True, plot_intermediate_result=True)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "source": [
    "# SAVE DATA\n",
    "with open('data/scale_single_qubit_gate.npy', 'wb') as f:\n",
    "    np.save(f, (single_qubit_span))\n",
    "    np.save(f, (single_qubit_fid, single_qubit_P_L, single_qubit_time))\n",
    "    np.save(f, (single_qubit_par, single_qubit_par_L))\n",
    "    np.save(f, (single_qubit_cov, single_qubit_cov_L))"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Two-qubit gates\n",
    "We simply repeat the procedure with the other gate time scalings"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "source": [
    "# Two qubit gate\n",
    "resolution = 17\n",
    "two_qubit_min = 0\n",
    "two_qubit_max = 400\n",
    "two_qubit_span = np.linspace(two_qubit_min, two_qubit_max, resolution)"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "array([ 0., 10., 20., 30., 40., 50., 60.])"
      ]
     },
     "metadata": {},
     "execution_count": 77
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "source": [
    "# Run simulation \n",
    "# WARNING: TAKES LONG TIME\n",
    "# Consider loading the data further down instead\n",
    "two_qubit_fid, two_qubit_P_L, two_qubit_time, two_qubit_par, two_qubit_par_L, two_qubit_cov, two_qubit_cov_L = \\\n",
    "    iterate_through_scaling(n_cycles, n_shots, resolution, two_qubit_span, \n",
    "                            scaled_gate_type='two_qubit', T1=40e3, T2=60e3, \n",
    "                            print_time=True, plot_intermediate_result=True)"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "array([1])"
      ]
     },
     "metadata": {},
     "execution_count": 64
    }
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "source": [
    "# SAVE DATA\n",
    "with open('data/scale_two_qubit_gate.npy', 'wb') as f:\n",
    "    np.save(f, (two_qubit_span))\n",
    "    np.save(f, (two_qubit_fid, two_qubit_P_L, two_qubit_time))\n",
    "    np.save(f, (two_qubit_par, two_qubit_par_L))\n",
    "    np.save(f, (two_qubit_cov, two_qubit_cov_L))"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Measure time\n",
    "This is the time for any qubit measurement, and its default is 300ns"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# Measurement\n",
    "resolution = 16\n",
    "measure_min = 0\n",
    "measure_max = 1500\n",
    "measure_span = np.linspace(measure_min, measure_max, resolution)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# Run simulation \n",
    "# WARNING: TAKES LONG TIME\n",
    "# Consider loading the data further down instead\n",
    "measure_fid, measure_P_L, measure_time, measure_par, measure_par_L, measure_cov, measure_cov_L = \\\n",
    "    iterate_through_scaling(n_cycles, n_shots, resolution, measure_span, \n",
    "                            scaled_gate_type='measure', T1=40e3, T2=60e3, \n",
    "                            print_time=True, plot_intermediate_result=True)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "source": [
    "# SAVE DATA\n",
    "with open('data/scale_measure.npy', 'wb') as f:\n",
    "    np.save(f, (measure_span))\n",
    "    np.save(f, (measure_fid, measure_P_L, measure_time))\n",
    "    np.save(f, (measure_par, measure_par_L))\n",
    "    np.save(f, (measure_cov, measure_cov_L))"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Feedback time\n",
    "Here we scale the time for feedback. This corresponds to the classical processing of the syndrome, and its standard value is set to 350 ns"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# Feedback\n",
    "resolution = 17\n",
    "feedback_min = 0\n",
    "feedback_max = 8000\n",
    "feedback_span = np.linspace(feedback_min, feedback_max, resolution)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# Run simulation \n",
    "# WARNING: TAKES LONG TIME\n",
    "# Consider loading the data further down instead\n",
    "feedback_fid, feedback_P_L, feedback_time, feedback_par, feedback_par_L, feedback_cov, feedback_cov_L = \\\n",
    "    iterate_through_scaling(n_cycles, n_shots, resolution, feedback_span, \n",
    "                            scaled_gate_type='feedback', T1=40e3, T2=60e3, \n",
    "                            print_time=True, plot_intermediate_result=True)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "source": [
    "# SAVE DATA\n",
    "with open('data/scale_feedback.npy', 'wb') as f:\n",
    "    np.save(f, (feedback_span))\n",
    "    np.save(f, (feedback_fid, feedback_P_L, feedback_time))\n",
    "    np.save(f, (feedback_par, feedback_par_L))\n",
    "    np.save(f, (feedback_cov, feedback_cov_L))"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Delay time\n",
    "Here we introduce and scale an idle time in between stabilizer cycles. Default is set to 0"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "source": [
    "# Delay\n",
    "resolution = 17\n",
    "delay_min = 0\n",
    "delay_max = 8000\n",
    "delay_span = np.linspace(delay_min, delay_max, resolution)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# Run simulation \n",
    "# WARNING: TAKES LONG TIME\n",
    "# Consider loading the data further down instead\n",
    "delay_fid, delay_P_L, delay_time, delay_par, delay_par_L, delay_cov, delay_cov_L = \\\n",
    "    iterate_through_scaling(n_cycles, n_shots, resolution, delay_span, \n",
    "                            scaled_gate_type='delay', T1=40e3, T2=60e3, \n",
    "                            print_time=True, plot_intermediate_result=True)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "source": [
    "# SAVE DATA\n",
    "with open('data/scale_delay.npy', 'wb') as f:\n",
    "    np.save(f, (delay_span))\n",
    "    np.save(f, (delay_fid, delay_P_L, delay_time))\n",
    "    np.save(f, (delay_par, delay_par_L))\n",
    "    np.save(f, (delay_cov, delay_cov_L))"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Scaling all gate times\n",
    "Finally, we scale all gate times simultaneously. This is done proportionally to their default value. Note that delay time will always be set to 0"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "source": [
    "# All times (except delay)\n",
    "scalings = np.array([0.25, 0.5, 0.75, 1.0, 1.25, 1.5, 1.75, 2.0, 2.25, 2.5, 2.75, 3.0])\n",
    "resolution = len(scalings)\n",
    "all_times = scale_gate_times(gate_times=standard_times, scalings=scalings)\n",
    "single_qubit_span_all = np.zeros(resolution)\n",
    "two_qubit_span_all = np.zeros(resolution)\n",
    "measure_span_all = np.zeros(resolution)\n",
    "feedback_span_all = np.zeros(resolution)\n",
    "for i in range(resolution):\n",
    "    single_qubit_span_all[i] = all_times['single_qubit_gate'][i]\n",
    "    two_qubit_span_all[i] = all_times['two_qubit_gate'][i]\n",
    "    measure_span_all[i] = all_times['measure'][i]\n",
    "    feedback_span_all[i] = all_times['feedback'][i]\n",
    "all_span = [single_qubit_span_all, two_qubit_span_all, measure_span_all, feedback_span_all]"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# Run simulation \n",
    "# WARNING: TAKES LONG TIME\n",
    "# Consider loading the data further down instead\n",
    "all_fid, all_P_L, all_time, all_par, all_par_L, all_cov, all_cov_L = \\\n",
    "    iterate_through_scaling(n_cycles, n_shots, resolution, all_span, \n",
    "                            scaled_gate_type='all', T1=40e3, T2=60e3, \n",
    "                            print_time=True, plot_intermediate_result=True)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "source": [
    "# SAVE DATA\n",
    "with open('data/scale_all.npy', 'wb') as f:\n",
    "    np.save(f, (all_span))\n",
    "    np.save(f, (all_fid, all_P_L, all_time))\n",
    "    np.save(f, (all_par, all_par_L))\n",
    "    np.save(f, (all_cov, all_cov_L))"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "# Loading data\n",
    "Here we can load all the data instead of running simulations"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# LOAD SINGLE QUBIT DATA (Not used in plots)\n",
    "with open('data/scale_single_qubit_gate.npy', 'rb') as f:\n",
    "    singlespan = np.load(f)\n",
    "    singlefid, singlepl, singletime = np.load(f)\n",
    "    singlepar, singleparl = np.load(f)\n",
    "    singlecov, singlecovl = np.load(f)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# LOAD TWO-QUBIT GATE DATA\n",
    "with open('data/scale_two_qubit_gate.npy', 'rb') as f:\n",
    "    two_qubit_span = np.load(f)\n",
    "    two_qubit_fid, two_qubit_P_L, two_qubit_time = np.load(f)\n",
    "    two_qubit_par, two_qubit_par_L = np.load(f)\n",
    "    two_qubit_cov, two_qubit_cov_L = np.load(f)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# LOAD MEASURE DATA\n",
    "with open('data/scale_measure.npy', 'rb') as f:\n",
    "    measure_span = np.load(f)\n",
    "    measure_fid, measure_P_L, measure_time = np.load(f)\n",
    "    measure_par, measure_par_L = np.load(f)\n",
    "    measure_cov, measure_cov_L = np.load(f)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# LOAD FEEDBACK DATA\n",
    "with open('data/scale_feedback.npy', 'rb') as f:\n",
    "    feedback_span = np.load(f)\n",
    "    feedback_fid, feedback_P_L, feedback_time = np.load(f)\n",
    "    feedback_par, feedback_par_L = np.load(f)\n",
    "    feedback_cov, feedback_cov_L = np.load(f)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "source": [
    "# LOAD DELAY DATA\n",
    "with open('data/scale_delay.npy', 'rb') as f:\n",
    "    delay_span = np.load(f)\n",
    "    delay_fid, delay_P_L, delay_time = np.load(f)\n",
    "    delay_par, delay_par_L = np.load(f)\n",
    "    delay_cov, delay_cov_L = np.load(f)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "source": [
    "# LOAD ALL GATE TIME SCALING DATA\n",
    "with open('data/scale_all.npy', 'rb') as f:\n",
    "    all_span = np.load(f)\n",
    "    all_fid, all_P_L, all_time = np.load(f)\n",
    "    all_par, all_par_L = np.load(f)\n",
    "    all_cov, all_cov_L = np.load(f)"
   ],
   "outputs": [],
   "metadata": {}
  },
  {
   "cell_type": "markdown",
   "source": [
    "# Plotting"
   ],
   "metadata": {}
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "source": [
    "#%% Plots\n",
    "\n",
    "fig, ax = plt.subplots(1,2, figsize=(10, 4))\n",
    "def_colors = plt.get_cmap(\"tab10\")\n",
    "all_times = scale_gate_times(gate_times=standard_times, scalings=scalings)\n",
    "\n",
    "# Calculate cycle times\n",
    "times_all = []\n",
    "for i in range(len(all_span[0])):\n",
    "    single_qubit = all_times['single_qubit_gate'][i]\n",
    "    two_qubit = all_times['two_qubit_gate'][i]\n",
    "    measure = all_times['measure'][i]\n",
    "    feedback = all_times['feedback'][i]\n",
    "    times_all.append(get_circuit_time_formula({'h': single_qubit,\n",
    "                                               'cz': two_qubit,\n",
    "                                               'measure': measure,\n",
    "                                               'feedback': feedback}))\n",
    "times_two_qubit = []\n",
    "for time in two_qubit_span:\n",
    "    times_two_qubit.append(get_circuit_time_formula({'cz': time}))\n",
    "times_measure = []\n",
    "for time in measure_span:\n",
    "    times_measure.append(get_circuit_time_formula({'measure': time}))\n",
    "times_feedback = []\n",
    "for time in feedback_span:\n",
    "    times_feedback.append(get_circuit_time_formula({'feedback': time}))\n",
    "times_delay = []\n",
    "for time in delay_span:\n",
    "    times_delay.append(get_circuit_time_formula({'delay': time}))\n",
    "\n",
    "# Subplot 1: T_L\n",
    "ax[0].plot(times_all, all_par_L[:,0]*1e-3,\n",
    "    linestyle='None', marker='o', label='All gates')\n",
    "ax[0].plot(times_two_qubit, two_qubit_par_L[:,0]*1e-3,\n",
    "    linestyle='None', marker='s', label='Two qb gates')\n",
    "ax[0].plot(times_measure, measure_par_L[:,0]*1e-3,\n",
    "    linestyle='None', marker='D', label='Measure')\n",
    "ax[0].plot(times_feedback, feedback_par_L[:,0]*1e-3, \n",
    "    linestyle='None', marker='^', label='Feedback')\n",
    "ax[0].plot(times_delay, delay_par_L[:,0]*1e-3,\n",
    "    linestyle='None', marker='v', label='Delay')\n",
    "\n",
    "trans_offset_up = mtransforms.offset_copy(ax[0].transData, fig=fig,\n",
    "                                       x=.05, y=-0.15, units='inches')\n",
    "trans_offset_down = mtransforms.offset_copy(ax[0].transData, fig=fig,\n",
    "                                       x=.05, y=0.15, units='inches')\n",
    "trans_offset_left = mtransforms.offset_copy(ax[0].transData, fig=fig,\n",
    "                                       x=-.65, y=-0.1, units='inches')\n",
    "trans_offset_delay = mtransforms.offset_copy(ax[0].transData, fig=fig,\n",
    "                                       x=-.65, y=0.3, units='inches')\n",
    "\n",
    "ax[0].text(times_two_qubit[-1], two_qubit_par_L[-1,0]*1e-3, \n",
    "           rf'$t_2 ={two_qubit_span[-1]*1e-3:.1f}$ μs',\n",
    "           color='C1', transform=trans_offset_up)\n",
    "ax[0].text(times_measure[-1], measure_par_L[-1,0]*1e-3,\n",
    "           rf'$t_M ={measure_span[-1]*1e-3:.1f}$ μs',\n",
    "           color='C2', transform=trans_offset_down)\n",
    "ax[0].text(times_feedback[-1], feedback_par_L[-1,0]*1e-3,\n",
    "           rf'$t_f ={feedback_span[-1]*1e-3:.0f}$ μs',\n",
    "           color='C3', transform=trans_offset_left)\n",
    "ax[0].text(times_delay[-1], delay_par_L[-1,0]*1e-3,\n",
    "           rf'$t_d ={delay_span[-1]*1e-3:.0f}$ μs',\n",
    "           color='C4', transform=trans_offset_delay)\n",
    "\n",
    "#ax.set_title(r'Logical Lifetime over scaling gate times')\n",
    "ax[0].set_xlabel(r'Total stabilizer cycle duration $[\\mu s]$')\n",
    "ax[0].set_ylabel(r'Logical lifetime $T_L$ $[\\mu s]$')\n",
    "ax[0].set(ylim=(20,42))\n",
    "\n",
    "ax[0].legend(loc='upper left')\n",
    "\n",
    "# Subplot 2: P_L\n",
    "P_L_all = np.sum(all_P_L[:,1:],1)/n_cycles\n",
    "ax[1].plot(times_all, P_L_all, 'o', label='All gates')\n",
    "P_L_two_qubit = np.sum(two_qubit_P_L[:,1:],1)/n_cycles\n",
    "ax[1].plot(times_two_qubit, P_L_two_qubit, 's', label='Two qb gate')\n",
    "P_L_measure = np.sum(measure_P_L[:,1:],1)/n_cycles\n",
    "ax[1].plot(times_measure, P_L_measure, 'D', label='Measure')\n",
    "P_L_feedback = np.sum(feedback_P_L[:,1:],1)/n_cycles\n",
    "ax[1].plot(times_feedback, P_L_feedback, '^', label='Feedback')\n",
    "P_L_delay = np.sum(delay_P_L[:,1:],1)/n_cycles\n",
    "ax[1].plot(times_delay[:16], P_L_delay[:16], 'v', label='Delay')\n",
    "\n",
    "\n",
    "colors_def = plt.get_cmap(\"tab10\")\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "ax[1].set_xlabel(r'Total stabilizer cycle duration $[\\mu s]$')\n",
    "ax[1].set_ylabel(r'Prob. of remaining in code space $P_L$')\n",
    "\n",
    "ax[1].set(ylim=(0.45,1.05))\n",
    "ax[1].legend()"
   ],
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7f8ac2131f40>"
      ]
     },
     "metadata": {},
     "execution_count": 19
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ],
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n<!-- Created with matplotlib (https://matplotlib.org/) -->\n<svg height=\"262.218125pt\" version=\"1.1\" viewBox=\"0 0 615.365625 262.218125\" width=\"615.365625pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n <metadata>\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\n   <cc:Work>\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\n    <dc:date>2021-08-26T17:12:01.264068</dc:date>\n    <dc:format>image/svg+xml</dc:format>\n    <dc:creator>\n     <cc:Agent>\n      <dc:title>Matplotlib v3.3.4, https://matplotlib.org/</dc:title>\n     </cc:Agent>\n    </dc:creator>\n   </cc:Work>\n  </rdf:RDF>\n </metadata>\n <defs>\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\n </defs>\n <g id=\"figure_1\">\n  <g id=\"patch_1\">\n   <path d=\"M 0 262.218125 \nL 615.365625 262.218125 \nL 615.365625 0 \nL 0 0 \nz\n\" style=\"fill:none;\"/>\n  </g>\n  <g id=\"axes_1\">\n   <g id=\"patch_2\">\n    <path d=\"M 50.165625 224.64 \nL 303.801989 224.64 \nL 303.801989 7.2 \nL 50.165625 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"matplotlib.axis_1\">\n    <g id=\"xtick_1\">\n     <g id=\"line2d_1\">\n      <defs>\n       <path d=\"M 0 0 \nL 0 3.5 \n\" id=\"m1c17020d0b\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"87.485469\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_1\">\n      <!-- 2 -->\n      <g transform=\"translate(84.304219 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 19.1875 8.296875 \nL 53.609375 8.296875 \nL 53.609375 0 \nL 7.328125 0 \nL 7.328125 8.296875 \nQ 12.9375 14.109375 22.625 23.890625 \nQ 32.328125 33.6875 34.8125 36.53125 \nQ 39.546875 41.84375 41.421875 45.53125 \nQ 43.3125 49.21875 43.3125 52.78125 \nQ 43.3125 58.59375 39.234375 62.25 \nQ 35.15625 65.921875 28.609375 65.921875 \nQ 23.96875 65.921875 18.8125 64.3125 \nQ 13.671875 62.703125 7.8125 59.421875 \nL 7.8125 69.390625 \nQ 13.765625 71.78125 18.9375 73 \nQ 24.125 74.21875 28.421875 74.21875 \nQ 39.75 74.21875 46.484375 68.546875 \nQ 53.21875 62.890625 53.21875 53.421875 \nQ 53.21875 48.921875 51.53125 44.890625 \nQ 49.859375 40.875 45.40625 35.40625 \nQ 44.1875 33.984375 37.640625 27.21875 \nQ 31.109375 20.453125 19.1875 8.296875 \nz\n\" id=\"DejaVuSans-50\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_2\">\n     <g id=\"line2d_2\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"131.478508\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_2\">\n      <!-- 4 -->\n      <g transform=\"translate(128.297258 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 37.796875 64.3125 \nL 12.890625 25.390625 \nL 37.796875 25.390625 \nz\nM 35.203125 72.90625 \nL 47.609375 72.90625 \nL 47.609375 25.390625 \nL 58.015625 25.390625 \nL 58.015625 17.1875 \nL 47.609375 17.1875 \nL 47.609375 0 \nL 37.796875 0 \nL 37.796875 17.1875 \nL 4.890625 17.1875 \nL 4.890625 26.703125 \nz\n\" id=\"DejaVuSans-52\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-52\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_3\">\n     <g id=\"line2d_3\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"175.471546\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_3\">\n      <!-- 6 -->\n      <g transform=\"translate(172.290296 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 33.015625 40.375 \nQ 26.375 40.375 22.484375 35.828125 \nQ 18.609375 31.296875 18.609375 23.390625 \nQ 18.609375 15.53125 22.484375 10.953125 \nQ 26.375 6.390625 33.015625 6.390625 \nQ 39.65625 6.390625 43.53125 10.953125 \nQ 47.40625 15.53125 47.40625 23.390625 \nQ 47.40625 31.296875 43.53125 35.828125 \nQ 39.65625 40.375 33.015625 40.375 \nz\nM 52.59375 71.296875 \nL 52.59375 62.3125 \nQ 48.875 64.0625 45.09375 64.984375 \nQ 41.3125 65.921875 37.59375 65.921875 \nQ 27.828125 65.921875 22.671875 59.328125 \nQ 17.53125 52.734375 16.796875 39.40625 \nQ 19.671875 43.65625 24.015625 45.921875 \nQ 28.375 48.1875 33.59375 48.1875 \nQ 44.578125 48.1875 50.953125 41.515625 \nQ 57.328125 34.859375 57.328125 23.390625 \nQ 57.328125 12.15625 50.6875 5.359375 \nQ 44.046875 -1.421875 33.015625 -1.421875 \nQ 20.359375 -1.421875 13.671875 8.265625 \nQ 6.984375 17.96875 6.984375 36.375 \nQ 6.984375 53.65625 15.1875 63.9375 \nQ 23.390625 74.21875 37.203125 74.21875 \nQ 40.921875 74.21875 44.703125 73.484375 \nQ 48.484375 72.75 52.59375 71.296875 \nz\n\" id=\"DejaVuSans-54\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-54\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_4\">\n     <g id=\"line2d_4\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"219.464585\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_4\">\n      <!-- 8 -->\n      <g transform=\"translate(216.283335 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 31.78125 34.625 \nQ 24.75 34.625 20.71875 30.859375 \nQ 16.703125 27.09375 16.703125 20.515625 \nQ 16.703125 13.921875 20.71875 10.15625 \nQ 24.75 6.390625 31.78125 6.390625 \nQ 38.8125 6.390625 42.859375 10.171875 \nQ 46.921875 13.96875 46.921875 20.515625 \nQ 46.921875 27.09375 42.890625 30.859375 \nQ 38.875 34.625 31.78125 34.625 \nz\nM 21.921875 38.8125 \nQ 15.578125 40.375 12.03125 44.71875 \nQ 8.5 49.078125 8.5 55.328125 \nQ 8.5 64.0625 14.71875 69.140625 \nQ 20.953125 74.21875 31.78125 74.21875 \nQ 42.671875 74.21875 48.875 69.140625 \nQ 55.078125 64.0625 55.078125 55.328125 \nQ 55.078125 49.078125 51.53125 44.71875 \nQ 48 40.375 41.703125 38.8125 \nQ 48.828125 37.15625 52.796875 32.3125 \nQ 56.78125 27.484375 56.78125 20.515625 \nQ 56.78125 9.90625 50.3125 4.234375 \nQ 43.84375 -1.421875 31.78125 -1.421875 \nQ 19.734375 -1.421875 13.25 4.234375 \nQ 6.78125 9.90625 6.78125 20.515625 \nQ 6.78125 27.484375 10.78125 32.3125 \nQ 14.796875 37.15625 21.921875 38.8125 \nz\nM 18.3125 54.390625 \nQ 18.3125 48.734375 21.84375 45.5625 \nQ 25.390625 42.390625 31.78125 42.390625 \nQ 38.140625 42.390625 41.71875 45.5625 \nQ 45.3125 48.734375 45.3125 54.390625 \nQ 45.3125 60.0625 41.71875 63.234375 \nQ 38.140625 66.40625 31.78125 66.40625 \nQ 25.390625 66.40625 21.84375 63.234375 \nQ 18.3125 60.0625 18.3125 54.390625 \nz\n\" id=\"DejaVuSans-56\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-56\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_5\">\n     <g id=\"line2d_5\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"263.457623\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_5\">\n      <!-- 10 -->\n      <g transform=\"translate(257.095123 239.238438)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 12.40625 8.296875 \nL 28.515625 8.296875 \nL 28.515625 63.921875 \nL 10.984375 60.40625 \nL 10.984375 69.390625 \nL 28.421875 72.90625 \nL 38.28125 72.90625 \nL 38.28125 8.296875 \nL 54.390625 8.296875 \nL 54.390625 0 \nL 12.40625 0 \nz\n\" id=\"DejaVuSans-49\"/>\n        <path d=\"M 31.78125 66.40625 \nQ 24.171875 66.40625 20.328125 58.90625 \nQ 16.5 51.421875 16.5 36.375 \nQ 16.5 21.390625 20.328125 13.890625 \nQ 24.171875 6.390625 31.78125 6.390625 \nQ 39.453125 6.390625 43.28125 13.890625 \nQ 47.125 21.390625 47.125 36.375 \nQ 47.125 51.421875 43.28125 58.90625 \nQ 39.453125 66.40625 31.78125 66.40625 \nz\nM 31.78125 74.21875 \nQ 44.046875 74.21875 50.515625 64.515625 \nQ 56.984375 54.828125 56.984375 36.375 \nQ 56.984375 17.96875 50.515625 8.265625 \nQ 44.046875 -1.421875 31.78125 -1.421875 \nQ 19.53125 -1.421875 13.0625 8.265625 \nQ 6.59375 17.96875 6.59375 36.375 \nQ 6.59375 54.828125 13.0625 64.515625 \nQ 19.53125 74.21875 31.78125 74.21875 \nz\n\" id=\"DejaVuSans-48\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_6\">\n     <!-- Total stabilizer cycle duration $[\\mu s]$ -->\n     <g transform=\"translate(91.683807 252.918125)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M -0.296875 72.90625 \nL 61.375 72.90625 \nL 61.375 64.59375 \nL 35.5 64.59375 \nL 35.5 0 \nL 25.59375 0 \nL 25.59375 64.59375 \nL -0.296875 64.59375 \nz\n\" id=\"DejaVuSans-84\"/>\n       <path d=\"M 30.609375 48.390625 \nQ 23.390625 48.390625 19.1875 42.75 \nQ 14.984375 37.109375 14.984375 27.296875 \nQ 14.984375 17.484375 19.15625 11.84375 \nQ 23.34375 6.203125 30.609375 6.203125 \nQ 37.796875 6.203125 41.984375 11.859375 \nQ 46.1875 17.53125 46.1875 27.296875 \nQ 46.1875 37.015625 41.984375 42.703125 \nQ 37.796875 48.390625 30.609375 48.390625 \nz\nM 30.609375 56 \nQ 42.328125 56 49.015625 48.375 \nQ 55.71875 40.765625 55.71875 27.296875 \nQ 55.71875 13.875 49.015625 6.21875 \nQ 42.328125 -1.421875 30.609375 -1.421875 \nQ 18.84375 -1.421875 12.171875 6.21875 \nQ 5.515625 13.875 5.515625 27.296875 \nQ 5.515625 40.765625 12.171875 48.375 \nQ 18.84375 56 30.609375 56 \nz\n\" id=\"DejaVuSans-111\"/>\n       <path d=\"M 18.3125 70.21875 \nL 18.3125 54.6875 \nL 36.8125 54.6875 \nL 36.8125 47.703125 \nL 18.3125 47.703125 \nL 18.3125 18.015625 \nQ 18.3125 11.328125 20.140625 9.421875 \nQ 21.96875 7.515625 27.59375 7.515625 \nL 36.8125 7.515625 \nL 36.8125 0 \nL 27.59375 0 \nQ 17.1875 0 13.234375 3.875 \nQ 9.28125 7.765625 9.28125 18.015625 \nL 9.28125 47.703125 \nL 2.6875 47.703125 \nL 2.6875 54.6875 \nL 9.28125 54.6875 \nL 9.28125 70.21875 \nz\n\" id=\"DejaVuSans-116\"/>\n       <path d=\"M 34.28125 27.484375 \nQ 23.390625 27.484375 19.1875 25 \nQ 14.984375 22.515625 14.984375 16.5 \nQ 14.984375 11.71875 18.140625 8.90625 \nQ 21.296875 6.109375 26.703125 6.109375 \nQ 34.1875 6.109375 38.703125 11.40625 \nQ 43.21875 16.703125 43.21875 25.484375 \nL 43.21875 27.484375 \nz\nM 52.203125 31.203125 \nL 52.203125 0 \nL 43.21875 0 \nL 43.21875 8.296875 \nQ 40.140625 3.328125 35.546875 0.953125 \nQ 30.953125 -1.421875 24.3125 -1.421875 \nQ 15.921875 -1.421875 10.953125 3.296875 \nQ 6 8.015625 6 15.921875 \nQ 6 25.140625 12.171875 29.828125 \nQ 18.359375 34.515625 30.609375 34.515625 \nL 43.21875 34.515625 \nL 43.21875 35.40625 \nQ 43.21875 41.609375 39.140625 45 \nQ 35.0625 48.390625 27.6875 48.390625 \nQ 23 48.390625 18.546875 47.265625 \nQ 14.109375 46.140625 10.015625 43.890625 \nL 10.015625 52.203125 \nQ 14.9375 54.109375 19.578125 55.046875 \nQ 24.21875 56 28.609375 56 \nQ 40.484375 56 46.34375 49.84375 \nQ 52.203125 43.703125 52.203125 31.203125 \nz\n\" id=\"DejaVuSans-97\"/>\n       <path d=\"M 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 0 \nL 9.421875 0 \nz\n\" id=\"DejaVuSans-108\"/>\n       <path id=\"DejaVuSans-32\"/>\n       <path d=\"M 44.28125 53.078125 \nL 44.28125 44.578125 \nQ 40.484375 46.53125 36.375 47.5 \nQ 32.28125 48.484375 27.875 48.484375 \nQ 21.1875 48.484375 17.84375 46.4375 \nQ 14.5 44.390625 14.5 40.28125 \nQ 14.5 37.15625 16.890625 35.375 \nQ 19.28125 33.59375 26.515625 31.984375 \nL 29.59375 31.296875 \nQ 39.15625 29.25 43.1875 25.515625 \nQ 47.21875 21.78125 47.21875 15.09375 \nQ 47.21875 7.46875 41.1875 3.015625 \nQ 35.15625 -1.421875 24.609375 -1.421875 \nQ 20.21875 -1.421875 15.453125 -0.5625 \nQ 10.6875 0.296875 5.421875 2 \nL 5.421875 11.28125 \nQ 10.40625 8.6875 15.234375 7.390625 \nQ 20.0625 6.109375 24.8125 6.109375 \nQ 31.15625 6.109375 34.5625 8.28125 \nQ 37.984375 10.453125 37.984375 14.40625 \nQ 37.984375 18.0625 35.515625 20.015625 \nQ 33.0625 21.96875 24.703125 23.78125 \nL 21.578125 24.515625 \nQ 13.234375 26.265625 9.515625 29.90625 \nQ 5.8125 33.546875 5.8125 39.890625 \nQ 5.8125 47.609375 11.28125 51.796875 \nQ 16.75 56 26.8125 56 \nQ 31.78125 56 36.171875 55.265625 \nQ 40.578125 54.546875 44.28125 53.078125 \nz\n\" id=\"DejaVuSans-115\"/>\n       <path d=\"M 48.6875 27.296875 \nQ 48.6875 37.203125 44.609375 42.84375 \nQ 40.53125 48.484375 33.40625 48.484375 \nQ 26.265625 48.484375 22.1875 42.84375 \nQ 18.109375 37.203125 18.109375 27.296875 \nQ 18.109375 17.390625 22.1875 11.75 \nQ 26.265625 6.109375 33.40625 6.109375 \nQ 40.53125 6.109375 44.609375 11.75 \nQ 48.6875 17.390625 48.6875 27.296875 \nz\nM 18.109375 46.390625 \nQ 20.953125 51.265625 25.265625 53.625 \nQ 29.59375 56 35.59375 56 \nQ 45.5625 56 51.78125 48.09375 \nQ 58.015625 40.1875 58.015625 27.296875 \nQ 58.015625 14.40625 51.78125 6.484375 \nQ 45.5625 -1.421875 35.59375 -1.421875 \nQ 29.59375 -1.421875 25.265625 0.953125 \nQ 20.953125 3.328125 18.109375 8.203125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 75.984375 \nL 18.109375 75.984375 \nz\n\" id=\"DejaVuSans-98\"/>\n       <path d=\"M 9.421875 54.6875 \nL 18.40625 54.6875 \nL 18.40625 0 \nL 9.421875 0 \nz\nM 9.421875 75.984375 \nL 18.40625 75.984375 \nL 18.40625 64.59375 \nL 9.421875 64.59375 \nz\n\" id=\"DejaVuSans-105\"/>\n       <path d=\"M 5.515625 54.6875 \nL 48.1875 54.6875 \nL 48.1875 46.484375 \nL 14.40625 7.171875 \nL 48.1875 7.171875 \nL 48.1875 0 \nL 4.296875 0 \nL 4.296875 8.203125 \nL 38.09375 47.515625 \nL 5.515625 47.515625 \nz\n\" id=\"DejaVuSans-122\"/>\n       <path d=\"M 56.203125 29.59375 \nL 56.203125 25.203125 \nL 14.890625 25.203125 \nQ 15.484375 15.921875 20.484375 11.0625 \nQ 25.484375 6.203125 34.421875 6.203125 \nQ 39.59375 6.203125 44.453125 7.46875 \nQ 49.3125 8.734375 54.109375 11.28125 \nL 54.109375 2.78125 \nQ 49.265625 0.734375 44.1875 -0.34375 \nQ 39.109375 -1.421875 33.890625 -1.421875 \nQ 20.796875 -1.421875 13.15625 6.1875 \nQ 5.515625 13.8125 5.515625 26.8125 \nQ 5.515625 40.234375 12.765625 48.109375 \nQ 20.015625 56 32.328125 56 \nQ 43.359375 56 49.78125 48.890625 \nQ 56.203125 41.796875 56.203125 29.59375 \nz\nM 47.21875 32.234375 \nQ 47.125 39.59375 43.09375 43.984375 \nQ 39.0625 48.390625 32.421875 48.390625 \nQ 24.90625 48.390625 20.390625 44.140625 \nQ 15.875 39.890625 15.1875 32.171875 \nz\n\" id=\"DejaVuSans-101\"/>\n       <path d=\"M 41.109375 46.296875 \nQ 39.59375 47.171875 37.8125 47.578125 \nQ 36.03125 48 33.890625 48 \nQ 26.265625 48 22.1875 43.046875 \nQ 18.109375 38.09375 18.109375 28.8125 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 20.953125 51.171875 25.484375 53.578125 \nQ 30.03125 56 36.53125 56 \nQ 37.453125 56 38.578125 55.875 \nQ 39.703125 55.765625 41.0625 55.515625 \nz\n\" id=\"DejaVuSans-114\"/>\n       <path d=\"M 48.78125 52.59375 \nL 48.78125 44.1875 \nQ 44.96875 46.296875 41.140625 47.34375 \nQ 37.3125 48.390625 33.40625 48.390625 \nQ 24.65625 48.390625 19.8125 42.84375 \nQ 14.984375 37.3125 14.984375 27.296875 \nQ 14.984375 17.28125 19.8125 11.734375 \nQ 24.65625 6.203125 33.40625 6.203125 \nQ 37.3125 6.203125 41.140625 7.25 \nQ 44.96875 8.296875 48.78125 10.40625 \nL 48.78125 2.09375 \nQ 45.015625 0.34375 40.984375 -0.53125 \nQ 36.96875 -1.421875 32.421875 -1.421875 \nQ 20.0625 -1.421875 12.78125 6.34375 \nQ 5.515625 14.109375 5.515625 27.296875 \nQ 5.515625 40.671875 12.859375 48.328125 \nQ 20.21875 56 33.015625 56 \nQ 37.15625 56 41.109375 55.140625 \nQ 45.0625 54.296875 48.78125 52.59375 \nz\n\" id=\"DejaVuSans-99\"/>\n       <path d=\"M 32.171875 -5.078125 \nQ 28.375 -14.84375 24.75 -17.8125 \nQ 21.140625 -20.796875 15.09375 -20.796875 \nL 7.90625 -20.796875 \nL 7.90625 -13.28125 \nL 13.1875 -13.28125 \nQ 16.890625 -13.28125 18.9375 -11.515625 \nQ 21 -9.765625 23.484375 -3.21875 \nL 25.09375 0.875 \nL 2.984375 54.6875 \nL 12.5 54.6875 \nL 29.59375 11.921875 \nL 46.6875 54.6875 \nL 56.203125 54.6875 \nz\n\" id=\"DejaVuSans-121\"/>\n       <path d=\"M 45.40625 46.390625 \nL 45.40625 75.984375 \nL 54.390625 75.984375 \nL 54.390625 0 \nL 45.40625 0 \nL 45.40625 8.203125 \nQ 42.578125 3.328125 38.25 0.953125 \nQ 33.9375 -1.421875 27.875 -1.421875 \nQ 17.96875 -1.421875 11.734375 6.484375 \nQ 5.515625 14.40625 5.515625 27.296875 \nQ 5.515625 40.1875 11.734375 48.09375 \nQ 17.96875 56 27.875 56 \nQ 33.9375 56 38.25 53.625 \nQ 42.578125 51.265625 45.40625 46.390625 \nz\nM 14.796875 27.296875 \nQ 14.796875 17.390625 18.875 11.75 \nQ 22.953125 6.109375 30.078125 6.109375 \nQ 37.203125 6.109375 41.296875 11.75 \nQ 45.40625 17.390625 45.40625 27.296875 \nQ 45.40625 37.203125 41.296875 42.84375 \nQ 37.203125 48.484375 30.078125 48.484375 \nQ 22.953125 48.484375 18.875 42.84375 \nQ 14.796875 37.203125 14.796875 27.296875 \nz\n\" id=\"DejaVuSans-100\"/>\n       <path d=\"M 8.5 21.578125 \nL 8.5 54.6875 \nL 17.484375 54.6875 \nL 17.484375 21.921875 \nQ 17.484375 14.15625 20.5 10.265625 \nQ 23.53125 6.390625 29.59375 6.390625 \nQ 36.859375 6.390625 41.078125 11.03125 \nQ 45.3125 15.671875 45.3125 23.6875 \nL 45.3125 54.6875 \nL 54.296875 54.6875 \nL 54.296875 0 \nL 45.3125 0 \nL 45.3125 8.40625 \nQ 42.046875 3.421875 37.71875 1 \nQ 33.40625 -1.421875 27.6875 -1.421875 \nQ 18.265625 -1.421875 13.375 4.4375 \nQ 8.5 10.296875 8.5 21.578125 \nz\nM 31.109375 56 \nz\n\" id=\"DejaVuSans-117\"/>\n       <path d=\"M 54.890625 33.015625 \nL 54.890625 0 \nL 45.90625 0 \nL 45.90625 32.71875 \nQ 45.90625 40.484375 42.875 44.328125 \nQ 39.84375 48.1875 33.796875 48.1875 \nQ 26.515625 48.1875 22.3125 43.546875 \nQ 18.109375 38.921875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.34375 51.125 25.703125 53.5625 \nQ 30.078125 56 35.796875 56 \nQ 45.21875 56 50.046875 50.171875 \nQ 54.890625 44.34375 54.890625 33.015625 \nz\n\" id=\"DejaVuSans-110\"/>\n       <path d=\"M 8.59375 75.984375 \nL 29.296875 75.984375 \nL 29.296875 69 \nL 17.578125 69 \nL 17.578125 -6.203125 \nL 29.296875 -6.203125 \nL 29.296875 -13.1875 \nL 8.59375 -13.1875 \nz\n\" id=\"DejaVuSans-91\"/>\n       <path d=\"M -1.3125 -20.796875 \nL 13.375 54.6875 \nL 22.40625 54.6875 \nL 15.765625 20.65625 \nQ 15.578125 19.625 15.421875 18.359375 \nQ 15.28125 17.09375 15.28125 15.828125 \nQ 15.28125 11.28125 18.140625 8.828125 \nQ 21 6.390625 26.3125 6.390625 \nQ 33.546875 6.390625 37.984375 10.484375 \nQ 42.4375 14.59375 44 22.796875 \nL 50.203125 54.6875 \nL 59.1875 54.6875 \nL 51.03125 12.640625 \nQ 50.828125 11.71875 50.75 11.03125 \nQ 50.6875 10.359375 50.6875 9.8125 \nQ 50.6875 8.296875 51.296875 7.59375 \nQ 51.90625 6.890625 53.21875 6.890625 \nQ 53.71875 6.890625 54.5625 7.125 \nQ 55.421875 7.375 56.984375 8.015625 \nL 55.609375 0.78125 \nQ 53.46875 -0.296875 51.515625 -0.859375 \nQ 49.5625 -1.421875 47.703125 -1.421875 \nQ 44.484375 -1.421875 42.65625 0.625 \nQ 40.828125 2.6875 40.828125 6.296875 \nQ 38.09375 2.390625 34.296875 0.484375 \nQ 30.515625 -1.421875 25.390625 -1.421875 \nQ 20.84375 -1.421875 17.453125 0.671875 \nQ 14.0625 2.78125 12.984375 6.203125 \nL 7.71875 -20.796875 \nz\n\" id=\"DejaVuSans-Oblique-956\"/>\n       <path d=\"M 50 53.078125 \nL 48.296875 44.578125 \nQ 44.734375 46.53125 40.765625 47.5 \nQ 36.8125 48.484375 32.625 48.484375 \nQ 25.53125 48.484375 21.453125 46.0625 \nQ 17.390625 43.65625 17.390625 39.5 \nQ 17.390625 34.671875 26.859375 32.078125 \nQ 27.59375 31.890625 27.9375 31.78125 \nL 30.8125 30.90625 \nQ 39.796875 28.421875 42.796875 25.6875 \nQ 45.796875 22.953125 45.796875 18.21875 \nQ 45.796875 9.515625 38.890625 4.046875 \nQ 31.984375 -1.421875 20.796875 -1.421875 \nQ 16.453125 -1.421875 11.671875 -0.578125 \nQ 6.890625 0.25 1.125 2 \nL 2.875 11.28125 \nQ 7.8125 8.734375 12.59375 7.421875 \nQ 17.390625 6.109375 21.78125 6.109375 \nQ 28.375 6.109375 32.5 8.9375 \nQ 36.625 11.765625 36.625 16.109375 \nQ 36.625 20.796875 25.78125 23.6875 \nL 24.859375 23.921875 \nL 21.78125 24.703125 \nQ 14.9375 26.515625 11.765625 29.46875 \nQ 8.59375 32.421875 8.59375 37.015625 \nQ 8.59375 45.75 15.15625 50.875 \nQ 21.734375 56 33.015625 56 \nQ 37.453125 56 41.671875 55.265625 \nQ 45.90625 54.546875 50 53.078125 \nz\n\" id=\"DejaVuSans-Oblique-115\"/>\n       <path d=\"M 30.421875 75.984375 \nL 30.421875 -13.1875 \nL 9.71875 -13.1875 \nL 9.71875 -6.203125 \nL 21.390625 -6.203125 \nL 21.390625 69 \nL 9.71875 69 \nL 9.71875 75.984375 \nz\n\" id=\"DejaVuSans-93\"/>\n      </defs>\n      <use transform=\"translate(0 0.015625)\" xlink:href=\"#DejaVuSans-84\"/>\n      <use transform=\"translate(61.083984 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(122.265625 0.015625)\" xlink:href=\"#DejaVuSans-116\"/>\n      <use transform=\"translate(161.474609 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(222.753906 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(250.537109 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(282.324219 0.015625)\" xlink:href=\"#DejaVuSans-115\"/>\n      <use transform=\"translate(334.423828 0.015625)\" xlink:href=\"#DejaVuSans-116\"/>\n      <use transform=\"translate(373.632812 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(434.912109 0.015625)\" xlink:href=\"#DejaVuSans-98\"/>\n      <use transform=\"translate(498.388672 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(526.171875 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(553.955078 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(581.738281 0.015625)\" xlink:href=\"#DejaVuSans-122\"/>\n      <use transform=\"translate(634.228516 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(695.751953 0.015625)\" xlink:href=\"#DejaVuSans-114\"/>\n      <use transform=\"translate(736.865234 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(768.652344 0.015625)\" xlink:href=\"#DejaVuSans-99\"/>\n      <use transform=\"translate(823.632812 0.015625)\" xlink:href=\"#DejaVuSans-121\"/>\n      <use transform=\"translate(882.8125 0.015625)\" xlink:href=\"#DejaVuSans-99\"/>\n      <use transform=\"translate(937.792969 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(965.576172 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(1027.099609 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(1058.886719 0.015625)\" xlink:href=\"#DejaVuSans-100\"/>\n      <use transform=\"translate(1122.363281 0.015625)\" xlink:href=\"#DejaVuSans-117\"/>\n      <use transform=\"translate(1185.742188 0.015625)\" xlink:href=\"#DejaVuSans-114\"/>\n      <use transform=\"translate(1226.855469 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(1288.134766 0.015625)\" xlink:href=\"#DejaVuSans-116\"/>\n      <use transform=\"translate(1327.34375 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(1355.126953 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(1416.308594 0.015625)\" xlink:href=\"#DejaVuSans-110\"/>\n      <use transform=\"translate(1479.6875 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(1511.474609 0.015625)\" xlink:href=\"#DejaVuSans-91\"/>\n      <use transform=\"translate(1550.488281 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-956\"/>\n      <use transform=\"translate(1614.111328 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-115\"/>\n      <use transform=\"translate(1666.210938 0.015625)\" xlink:href=\"#DejaVuSans-93\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_2\">\n    <g id=\"ytick_1\">\n     <g id=\"line2d_6\">\n      <defs>\n       <path d=\"M 0 0 \nL -3.5 0 \n\" id=\"mc6c37054ae\" style=\"stroke:#000000;stroke-width:0.8;\"/>\n      </defs>\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_7\">\n      <!-- 20.0 -->\n      <g transform=\"translate(20.9 228.439219)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.6875 12.40625 \nL 21 12.40625 \nL 21 0 \nL 10.6875 0 \nz\n\" id=\"DejaVuSans-46\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_2\">\n     <g id=\"line2d_7\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"199.930909\"/>\n      </g>\n     </g>\n     <g id=\"text_8\">\n      <!-- 22.5 -->\n      <g transform=\"translate(20.9 203.730128)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.796875 72.90625 \nL 49.515625 72.90625 \nL 49.515625 64.59375 \nL 19.828125 64.59375 \nL 19.828125 46.734375 \nQ 21.96875 47.46875 24.109375 47.828125 \nQ 26.265625 48.1875 28.421875 48.1875 \nQ 40.625 48.1875 47.75 41.5 \nQ 54.890625 34.8125 54.890625 23.390625 \nQ 54.890625 11.625 47.5625 5.09375 \nQ 40.234375 -1.421875 26.90625 -1.421875 \nQ 22.3125 -1.421875 17.546875 -0.640625 \nQ 12.796875 0.140625 7.71875 1.703125 \nL 7.71875 11.625 \nQ 12.109375 9.234375 16.796875 8.0625 \nQ 21.484375 6.890625 26.703125 6.890625 \nQ 35.15625 6.890625 40.078125 11.328125 \nQ 45.015625 15.765625 45.015625 23.390625 \nQ 45.015625 31 40.078125 35.4375 \nQ 35.15625 39.890625 26.703125 39.890625 \nQ 22.75 39.890625 18.8125 39.015625 \nQ 14.890625 38.140625 10.796875 36.28125 \nz\n\" id=\"DejaVuSans-53\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_3\">\n     <g id=\"line2d_8\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"175.221818\"/>\n      </g>\n     </g>\n     <g id=\"text_9\">\n      <!-- 25.0 -->\n      <g transform=\"translate(20.9 179.021037)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_4\">\n     <g id=\"line2d_9\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"150.512727\"/>\n      </g>\n     </g>\n     <g id=\"text_10\">\n      <!-- 27.5 -->\n      <g transform=\"translate(20.9 154.311946)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 8.203125 72.90625 \nL 55.078125 72.90625 \nL 55.078125 68.703125 \nL 28.609375 0 \nL 18.3125 0 \nL 43.21875 64.59375 \nL 8.203125 64.59375 \nz\n\" id=\"DejaVuSans-55\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_5\">\n     <g id=\"line2d_10\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"125.803636\"/>\n      </g>\n     </g>\n     <g id=\"text_11\">\n      <!-- 30.0 -->\n      <g transform=\"translate(20.9 129.602855)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 40.578125 39.3125 \nQ 47.65625 37.796875 51.625 33 \nQ 55.609375 28.21875 55.609375 21.1875 \nQ 55.609375 10.40625 48.1875 4.484375 \nQ 40.765625 -1.421875 27.09375 -1.421875 \nQ 22.515625 -1.421875 17.65625 -0.515625 \nQ 12.796875 0.390625 7.625 2.203125 \nL 7.625 11.71875 \nQ 11.71875 9.328125 16.59375 8.109375 \nQ 21.484375 6.890625 26.8125 6.890625 \nQ 36.078125 6.890625 40.9375 10.546875 \nQ 45.796875 14.203125 45.796875 21.1875 \nQ 45.796875 27.640625 41.28125 31.265625 \nQ 36.765625 34.90625 28.71875 34.90625 \nL 20.21875 34.90625 \nL 20.21875 43.015625 \nL 29.109375 43.015625 \nQ 36.375 43.015625 40.234375 45.921875 \nQ 44.09375 48.828125 44.09375 54.296875 \nQ 44.09375 59.90625 40.109375 62.90625 \nQ 36.140625 65.921875 28.71875 65.921875 \nQ 24.65625 65.921875 20.015625 65.03125 \nQ 15.375 64.15625 9.8125 62.3125 \nL 9.8125 71.09375 \nQ 15.4375 72.65625 20.34375 73.4375 \nQ 25.25 74.21875 29.59375 74.21875 \nQ 40.828125 74.21875 47.359375 69.109375 \nQ 53.90625 64.015625 53.90625 55.328125 \nQ 53.90625 49.265625 50.4375 45.09375 \nQ 46.96875 40.921875 40.578125 39.3125 \nz\n\" id=\"DejaVuSans-51\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_6\">\n     <g id=\"line2d_11\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"101.094545\"/>\n      </g>\n     </g>\n     <g id=\"text_12\">\n      <!-- 32.5 -->\n      <g transform=\"translate(20.9 104.893764)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-50\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_7\">\n     <g id=\"line2d_12\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"76.385455\"/>\n      </g>\n     </g>\n     <g id=\"text_13\">\n      <!-- 35.0 -->\n      <g transform=\"translate(20.9 80.184673)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-53\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_8\">\n     <g id=\"line2d_13\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"51.676364\"/>\n      </g>\n     </g>\n     <g id=\"text_14\">\n      <!-- 37.5 -->\n      <g transform=\"translate(20.9 55.475582)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-51\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-55\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_9\">\n     <g id=\"line2d_14\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"50.165625\" xlink:href=\"#mc6c37054ae\" y=\"26.967273\"/>\n      </g>\n     </g>\n     <g id=\"text_15\">\n      <!-- 40.0 -->\n      <g transform=\"translate(20.9 30.766491)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-52\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_16\">\n     <!-- Logical lifetime $T_L$ $[\\mu s]$ -->\n     <g transform=\"translate(14.8 172.07)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 19.671875 72.90625 \nL 19.671875 8.296875 \nL 55.171875 8.296875 \nL 55.171875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-76\"/>\n       <path d=\"M 45.40625 27.984375 \nQ 45.40625 37.75 41.375 43.109375 \nQ 37.359375 48.484375 30.078125 48.484375 \nQ 22.859375 48.484375 18.828125 43.109375 \nQ 14.796875 37.75 14.796875 27.984375 \nQ 14.796875 18.265625 18.828125 12.890625 \nQ 22.859375 7.515625 30.078125 7.515625 \nQ 37.359375 7.515625 41.375 12.890625 \nQ 45.40625 18.265625 45.40625 27.984375 \nz\nM 54.390625 6.78125 \nQ 54.390625 -7.171875 48.1875 -13.984375 \nQ 42 -20.796875 29.203125 -20.796875 \nQ 24.46875 -20.796875 20.265625 -20.09375 \nQ 16.0625 -19.390625 12.109375 -17.921875 \nL 12.109375 -9.1875 \nQ 16.0625 -11.328125 19.921875 -12.34375 \nQ 23.78125 -13.375 27.78125 -13.375 \nQ 36.625 -13.375 41.015625 -8.765625 \nQ 45.40625 -4.15625 45.40625 5.171875 \nL 45.40625 9.625 \nQ 42.625 4.78125 38.28125 2.390625 \nQ 33.9375 0 27.875 0 \nQ 17.828125 0 11.671875 7.65625 \nQ 5.515625 15.328125 5.515625 27.984375 \nQ 5.515625 40.671875 11.671875 48.328125 \nQ 17.828125 56 27.875 56 \nQ 33.9375 56 38.28125 53.609375 \nQ 42.625 51.21875 45.40625 46.390625 \nL 45.40625 54.6875 \nL 54.390625 54.6875 \nz\n\" id=\"DejaVuSans-103\"/>\n       <path d=\"M 37.109375 75.984375 \nL 37.109375 68.5 \nL 28.515625 68.5 \nQ 23.6875 68.5 21.796875 66.546875 \nQ 19.921875 64.59375 19.921875 59.515625 \nL 19.921875 54.6875 \nL 34.71875 54.6875 \nL 34.71875 47.703125 \nL 19.921875 47.703125 \nL 19.921875 0 \nL 10.890625 0 \nL 10.890625 47.703125 \nL 2.296875 47.703125 \nL 2.296875 54.6875 \nL 10.890625 54.6875 \nL 10.890625 58.5 \nQ 10.890625 67.625 15.140625 71.796875 \nQ 19.390625 75.984375 28.609375 75.984375 \nz\n\" id=\"DejaVuSans-102\"/>\n       <path d=\"M 52 44.1875 \nQ 55.375 50.25 60.0625 53.125 \nQ 64.75 56 71.09375 56 \nQ 79.640625 56 84.28125 50.015625 \nQ 88.921875 44.046875 88.921875 33.015625 \nL 88.921875 0 \nL 79.890625 0 \nL 79.890625 32.71875 \nQ 79.890625 40.578125 77.09375 44.375 \nQ 74.3125 48.1875 68.609375 48.1875 \nQ 61.625 48.1875 57.5625 43.546875 \nQ 53.515625 38.921875 53.515625 30.90625 \nL 53.515625 0 \nL 44.484375 0 \nL 44.484375 32.71875 \nQ 44.484375 40.625 41.703125 44.40625 \nQ 38.921875 48.1875 33.109375 48.1875 \nQ 26.21875 48.1875 22.15625 43.53125 \nQ 18.109375 38.875 18.109375 30.90625 \nL 18.109375 0 \nL 9.078125 0 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.1875 \nQ 21.1875 51.21875 25.484375 53.609375 \nQ 29.78125 56 35.6875 56 \nQ 41.65625 56 45.828125 52.96875 \nQ 50 49.953125 52 44.1875 \nz\n\" id=\"DejaVuSans-109\"/>\n       <path d=\"M 5.90625 72.90625 \nL 67.578125 72.90625 \nL 66.015625 64.59375 \nL 39.984375 64.59375 \nL 27.484375 0 \nL 17.578125 0 \nL 30.078125 64.59375 \nL 4.296875 64.59375 \nz\n\" id=\"DejaVuSans-Oblique-84\"/>\n       <path d=\"M 16.796875 72.90625 \nL 26.703125 72.90625 \nL 14.203125 8.203125 \nL 49.703125 8.203125 \nL 48.09375 0 \nL 2.6875 0 \nz\n\" id=\"DejaVuSans-Oblique-76\"/>\n      </defs>\n      <use transform=\"translate(0 0.015625)\" xlink:href=\"#DejaVuSans-76\"/>\n      <use transform=\"translate(55.712891 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(116.894531 0.015625)\" xlink:href=\"#DejaVuSans-103\"/>\n      <use transform=\"translate(180.371094 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(208.154297 0.015625)\" xlink:href=\"#DejaVuSans-99\"/>\n      <use transform=\"translate(263.134766 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(324.414062 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(352.197266 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(383.984375 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(411.767578 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(439.550781 0.015625)\" xlink:href=\"#DejaVuSans-102\"/>\n      <use transform=\"translate(474.755859 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(536.279297 0.015625)\" xlink:href=\"#DejaVuSans-116\"/>\n      <use transform=\"translate(575.488281 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(603.271484 0.015625)\" xlink:href=\"#DejaVuSans-109\"/>\n      <use transform=\"translate(700.683594 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(762.207031 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(793.994141 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-84\"/>\n      <use transform=\"translate(855.078125 -16.390625)scale(0.7)\" xlink:href=\"#DejaVuSans-Oblique-76\"/>\n      <use transform=\"translate(896.811523 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(928.598633 0.015625)\" xlink:href=\"#DejaVuSans-91\"/>\n      <use transform=\"translate(967.612305 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-956\"/>\n      <use transform=\"translate(1031.235352 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-115\"/>\n      <use transform=\"translate(1083.334961 0.015625)\" xlink:href=\"#DejaVuSans-93\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_15\">\n    <defs>\n     <path d=\"M 0 3 \nC 0.795609 3 1.55874 2.683901 2.12132 2.12132 \nC 2.683901 1.55874 3 0.795609 3 0 \nC 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 \nC 1.55874 -2.683901 0.795609 -3 0 -3 \nC -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 \nC -2.683901 -1.55874 -3 -0.795609 -3 0 \nC -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 \nC -1.55874 2.683901 -0.795609 3 0 3 \nz\n\" id=\"m47f48a0750\" style=\"stroke:#1f77b4;\"/>\n    </defs>\n    <g clip-path=\"url(#p89c9b8eb24)\">\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"61.694551\" xlink:href=\"#m47f48a0750\" y=\"147.720467\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"79.89667\" xlink:href=\"#m47f48a0750\" y=\"158.795603\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"98.09879\" xlink:href=\"#m47f48a0750\" y=\"162.293145\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"116.30091\" xlink:href=\"#m47f48a0750\" y=\"162.266069\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"134.503029\" xlink:href=\"#m47f48a0750\" y=\"170.994416\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"152.705149\" xlink:href=\"#m47f48a0750\" y=\"168.451554\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"170.907268\" xlink:href=\"#m47f48a0750\" y=\"179.04158\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"189.109388\" xlink:href=\"#m47f48a0750\" y=\"180.512875\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"207.311508\" xlink:href=\"#m47f48a0750\" y=\"183.894138\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"225.513627\" xlink:href=\"#m47f48a0750\" y=\"188.215226\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"243.715747\" xlink:href=\"#m47f48a0750\" y=\"191.838313\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"261.917867\" xlink:href=\"#m47f48a0750\" y=\"194.541616\"/>\n    </g>\n   </g>\n   <g id=\"line2d_16\">\n    <defs>\n     <path d=\"M -3 3 \nL 3 3 \nL 3 -3 \nL -3 -3 \nz\n\" id=\"m10ba5b82e1\" style=\"stroke:#ff7f0e;stroke-linejoin:miter;\"/>\n    </defs>\n    <g clip-path=\"url(#p89c9b8eb24)\">\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"81.106479\" xlink:href=\"#m10ba5b82e1\" y=\"101.177995\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"89.905086\" xlink:href=\"#m10ba5b82e1\" y=\"125.435918\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"98.703694\" xlink:href=\"#m10ba5b82e1\" y=\"139.012364\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"107.502302\" xlink:href=\"#m10ba5b82e1\" y=\"159.277705\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"116.30091\" xlink:href=\"#m10ba5b82e1\" y=\"158.857265\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"125.099517\" xlink:href=\"#m10ba5b82e1\" y=\"167.16845\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"133.898125\" xlink:href=\"#m10ba5b82e1\" y=\"179.349979\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"142.696733\" xlink:href=\"#m10ba5b82e1\" y=\"182.825742\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"151.49534\" xlink:href=\"#m10ba5b82e1\" y=\"181.027699\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"160.293948\" xlink:href=\"#m10ba5b82e1\" y=\"190.274636\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"169.092556\" xlink:href=\"#m10ba5b82e1\" y=\"194.04276\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"177.891163\" xlink:href=\"#m10ba5b82e1\" y=\"195.099112\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"186.689771\" xlink:href=\"#m10ba5b82e1\" y=\"198.945264\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"195.488379\" xlink:href=\"#m10ba5b82e1\" y=\"201.738094\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"204.286986\" xlink:href=\"#m10ba5b82e1\" y=\"207.754979\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"213.085594\" xlink:href=\"#m10ba5b82e1\" y=\"208.666072\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"221.884202\" xlink:href=\"#m10ba5b82e1\" y=\"210.06415\"/>\n    </g>\n   </g>\n   <g id=\"line2d_17\">\n    <defs>\n     <path d=\"M -0 4.242641 \nL 4.242641 0 \nL 0 -4.242641 \nL -4.242641 -0 \nz\n\" id=\"m859b7cfe5c\" style=\"stroke:#2ca02c;stroke-linejoin:miter;\"/>\n    </defs>\n    <g clip-path=\"url(#p89c9b8eb24)\">\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"89.905086\" xlink:href=\"#m859b7cfe5c\" y=\"161.005263\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"98.703694\" xlink:href=\"#m859b7cfe5c\" y=\"167.555326\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"107.502302\" xlink:href=\"#m859b7cfe5c\" y=\"157.876319\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"116.30091\" xlink:href=\"#m859b7cfe5c\" y=\"164.402128\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"125.099517\" xlink:href=\"#m859b7cfe5c\" y=\"159.826317\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"133.898125\" xlink:href=\"#m859b7cfe5c\" y=\"163.25453\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"142.696733\" xlink:href=\"#m859b7cfe5c\" y=\"169.975719\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"151.49534\" xlink:href=\"#m859b7cfe5c\" y=\"172.860316\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"160.293948\" xlink:href=\"#m859b7cfe5c\" y=\"171.602522\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"169.092556\" xlink:href=\"#m859b7cfe5c\" y=\"170.259129\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"177.891163\" xlink:href=\"#m859b7cfe5c\" y=\"175.754283\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"186.689771\" xlink:href=\"#m859b7cfe5c\" y=\"176.831054\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"195.488379\" xlink:href=\"#m859b7cfe5c\" y=\"180.461435\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"204.286986\" xlink:href=\"#m859b7cfe5c\" y=\"184.033452\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"213.085594\" xlink:href=\"#m859b7cfe5c\" y=\"181.677686\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"221.884202\" xlink:href=\"#m859b7cfe5c\" y=\"179.190377\"/>\n    </g>\n   </g>\n   <g id=\"line2d_18\">\n    <defs>\n     <path d=\"M 0 -3 \nL -3 3 \nL 3 3 \nz\n\" id=\"m65e433a20e\" style=\"stroke:#d62728;stroke-linejoin:miter;\"/>\n    </defs>\n    <g clip-path=\"url(#p89c9b8eb24)\">\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"108.602128\" xlink:href=\"#m65e433a20e\" y=\"180.613928\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"119.600387\" xlink:href=\"#m65e433a20e\" y=\"153.345537\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"130.598647\" xlink:href=\"#m65e433a20e\" y=\"134.6193\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"141.596907\" xlink:href=\"#m65e433a20e\" y=\"113.245615\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"152.595166\" xlink:href=\"#m65e433a20e\" y=\"89.445702\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"163.593426\" xlink:href=\"#m65e433a20e\" y=\"80.773832\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"174.591685\" xlink:href=\"#m65e433a20e\" y=\"68.85496\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"185.589945\" xlink:href=\"#m65e433a20e\" y=\"63.960554\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"196.588205\" xlink:href=\"#m65e433a20e\" y=\"54.36134\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"207.586464\" xlink:href=\"#m65e433a20e\" y=\"54.318445\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"218.584724\" xlink:href=\"#m65e433a20e\" y=\"58.755142\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"229.582983\" xlink:href=\"#m65e433a20e\" y=\"53.350205\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"240.581243\" xlink:href=\"#m65e433a20e\" y=\"55.078859\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"251.579503\" xlink:href=\"#m65e433a20e\" y=\"55.188189\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"262.577762\" xlink:href=\"#m65e433a20e\" y=\"57.933759\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"273.576022\" xlink:href=\"#m65e433a20e\" y=\"62.054712\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"284.574281\" xlink:href=\"#m65e433a20e\" y=\"66.554003\"/>\n    </g>\n   </g>\n   <g id=\"line2d_19\">\n    <defs>\n     <path d=\"M -0 3 \nL 3 -3 \nL -3 -3 \nz\n\" id=\"m57e5a5cd88\" style=\"stroke:#9467bd;stroke-linejoin:miter;\"/>\n    </defs>\n    <g clip-path=\"url(#p89c9b8eb24)\">\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"116.30091\" xlink:href=\"#m57e5a5cd88\" y=\"164.923626\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"127.299169\" xlink:href=\"#m57e5a5cd88\" y=\"144.37864\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"138.297429\" xlink:href=\"#m57e5a5cd88\" y=\"111.443276\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"149.295688\" xlink:href=\"#m57e5a5cd88\" y=\"99.119474\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"160.293948\" xlink:href=\"#m57e5a5cd88\" y=\"79.478042\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"171.292207\" xlink:href=\"#m57e5a5cd88\" y=\"76.548489\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"182.290467\" xlink:href=\"#m57e5a5cd88\" y=\"66.068542\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"193.288727\" xlink:href=\"#m57e5a5cd88\" y=\"52.510292\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"204.286986\" xlink:href=\"#m57e5a5cd88\" y=\"56.988852\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"215.285246\" xlink:href=\"#m57e5a5cd88\" y=\"59.270912\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"226.283505\" xlink:href=\"#m57e5a5cd88\" y=\"57.392478\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"237.281765\" xlink:href=\"#m57e5a5cd88\" y=\"51.115815\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"248.280025\" xlink:href=\"#m57e5a5cd88\" y=\"51.065515\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"259.278284\" xlink:href=\"#m57e5a5cd88\" y=\"55.636503\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"270.276544\" xlink:href=\"#m57e5a5cd88\" y=\"59.739515\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"281.274803\" xlink:href=\"#m57e5a5cd88\" y=\"61.01265\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"292.273063\" xlink:href=\"#m57e5a5cd88\" y=\"64.521019\"/>\n    </g>\n   </g>\n   <g id=\"patch_3\">\n    <path d=\"M 50.165625 224.64 \nL 50.165625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_4\">\n    <path d=\"M 303.801989 224.64 \nL 303.801989 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_5\">\n    <path d=\"M 50.165625 224.64 \nL 303.801989 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_6\">\n    <path d=\"M 50.165625 7.2 \nL 303.801989 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"text_17\">\n    <!-- $t_2 =0.4$ μs -->\n    <g style=\"fill:#ff7f0e;\" transform=\"translate(225.484202 220.86415)scale(0.1 -0.1)\">\n     <defs>\n      <path d=\"M 42.28125 54.6875 \nL 40.921875 47.703125 \nL 23 47.703125 \nL 17.1875 18.015625 \nQ 16.890625 16.359375 16.75 15.234375 \nQ 16.609375 14.109375 16.609375 13.484375 \nQ 16.609375 10.359375 18.484375 8.9375 \nQ 20.359375 7.515625 24.515625 7.515625 \nL 33.59375 7.515625 \nL 32.078125 0 \nL 23.484375 0 \nQ 15.484375 0 11.546875 3.125 \nQ 7.625 6.25 7.625 12.59375 \nQ 7.625 13.71875 7.765625 15.0625 \nQ 7.90625 16.40625 8.203125 18.015625 \nL 14.015625 47.703125 \nL 6.390625 47.703125 \nL 7.8125 54.6875 \nL 15.28125 54.6875 \nL 18.3125 70.21875 \nL 27.296875 70.21875 \nL 24.3125 54.6875 \nz\n\" id=\"DejaVuSans-Oblique-116\"/>\n      <path d=\"M 10.59375 45.40625 \nL 73.1875 45.40625 \nL 73.1875 37.203125 \nL 10.59375 37.203125 \nz\nM 10.59375 25.484375 \nL 73.1875 25.484375 \nL 73.1875 17.1875 \nL 10.59375 17.1875 \nz\n\" id=\"DejaVuSans-61\"/>\n      <path d=\"M 8.5 -20.796875 \nL 8.5 54.6875 \nL 17.484375 54.6875 \nL 17.484375 20.703125 \nQ 17.484375 13.625 20.84375 10 \nQ 24.21875 6.390625 30.8125 6.390625 \nQ 38.03125 6.390625 41.671875 10.484375 \nQ 45.3125 14.59375 45.3125 22.796875 \nL 45.3125 54.6875 \nL 54.296875 54.6875 \nL 54.296875 12.59375 \nQ 54.296875 9.671875 55.140625 8.28125 \nQ 56 6.890625 57.8125 6.890625 \nQ 58.25 6.890625 59.03125 7.15625 \nQ 59.8125 7.421875 61.1875 8.015625 \nL 61.1875 0.78125 \nQ 59.1875 -0.34375 57.390625 -0.875 \nQ 55.609375 -1.421875 53.90625 -1.421875 \nQ 50.53125 -1.421875 48.53125 0.484375 \nQ 46.53125 2.390625 45.796875 6.296875 \nQ 43.359375 2.4375 39.8125 0.5 \nQ 36.28125 -1.421875 31.5 -1.421875 \nQ 26.515625 -1.421875 23.015625 0.484375 \nQ 19.53125 2.390625 17.484375 6.203125 \nL 17.484375 -20.796875 \nz\n\" id=\"DejaVuSans-956\"/>\n     </defs>\n     <use transform=\"translate(0 0.78125)\" xlink:href=\"#DejaVuSans-Oblique-116\"/>\n     <use transform=\"translate(39.208984 -15.625)scale(0.7)\" xlink:href=\"#DejaVuSans-50\"/>\n     <use transform=\"translate(105.961914 0.78125)\" xlink:href=\"#DejaVuSans-61\"/>\n     <use transform=\"translate(209.233398 0.78125)\" xlink:href=\"#DejaVuSans-48\"/>\n     <use transform=\"translate(272.856445 0.78125)\" xlink:href=\"#DejaVuSans-46\"/>\n     <use transform=\"translate(304.643555 0.78125)\" xlink:href=\"#DejaVuSans-52\"/>\n     <use transform=\"translate(368.266602 0.78125)\" xlink:href=\"#DejaVuSans-32\"/>\n     <use transform=\"translate(400.053711 0.78125)\" xlink:href=\"#DejaVuSans-956\"/>\n     <use transform=\"translate(463.676758 0.78125)\" xlink:href=\"#DejaVuSans-115\"/>\n    </g>\n   </g>\n   <g id=\"text_18\">\n    <!-- $t_M =1.5$ μs -->\n    <g style=\"fill:#2ca02c;\" transform=\"translate(225.484202 168.390377)scale(0.1 -0.1)\">\n     <defs>\n      <path d=\"M 16.890625 72.90625 \nL 31.6875 72.90625 \nL 40.1875 23.78125 \nL 68.40625 72.90625 \nL 83.59375 72.90625 \nL 69.390625 0 \nL 59.8125 0 \nL 72.21875 63.921875 \nL 43.609375 14.015625 \nL 33.984375 14.015625 \nL 24.703125 64.109375 \nL 12.3125 0 \nL 2.6875 0 \nz\n\" id=\"DejaVuSans-Oblique-77\"/>\n     </defs>\n     <use transform=\"translate(0 0.09375)\" xlink:href=\"#DejaVuSans-Oblique-116\"/>\n     <use transform=\"translate(39.208984 -16.3125)scale(0.7)\" xlink:href=\"#DejaVuSans-Oblique-77\"/>\n     <use transform=\"translate(121.821289 0.09375)\" xlink:href=\"#DejaVuSans-61\"/>\n     <use transform=\"translate(225.092773 0.09375)\" xlink:href=\"#DejaVuSans-49\"/>\n     <use transform=\"translate(288.71582 0.09375)\" xlink:href=\"#DejaVuSans-46\"/>\n     <use transform=\"translate(320.50293 0.09375)\" xlink:href=\"#DejaVuSans-53\"/>\n     <use transform=\"translate(384.125977 0.09375)\" xlink:href=\"#DejaVuSans-32\"/>\n     <use transform=\"translate(415.913086 0.09375)\" xlink:href=\"#DejaVuSans-956\"/>\n     <use transform=\"translate(479.536133 0.09375)\" xlink:href=\"#DejaVuSans-115\"/>\n    </g>\n   </g>\n   <g id=\"text_19\">\n    <!-- $t_f =8$ μs -->\n    <g style=\"fill:#d62728;\" transform=\"translate(237.774281 73.754003)scale(0.1 -0.1)\">\n     <defs>\n      <path d=\"M 47.796875 75.984375 \nL 46.390625 68.5 \nL 37.796875 68.5 \nQ 32.90625 68.5 30.6875 66.578125 \nQ 28.46875 64.65625 27.390625 59.515625 \nL 26.421875 54.6875 \nL 41.21875 54.6875 \nL 39.890625 47.703125 \nL 25.09375 47.703125 \nL 15.828125 0 \nL 6.78125 0 \nL 16.109375 47.703125 \nL 7.515625 47.703125 \nL 8.796875 54.6875 \nL 17.390625 54.6875 \nL 18.109375 58.5 \nQ 19.96875 68.171875 24.625 72.078125 \nQ 29.296875 75.984375 39.3125 75.984375 \nz\n\" id=\"DejaVuSans-Oblique-102\"/>\n     </defs>\n     <use transform=\"translate(0 0.78125)\" xlink:href=\"#DejaVuSans-Oblique-116\"/>\n     <use transform=\"translate(39.208984 -15.625)scale(0.7)\" xlink:href=\"#DejaVuSans-Oblique-102\"/>\n     <use transform=\"translate(86.069336 0.78125)\" xlink:href=\"#DejaVuSans-61\"/>\n     <use transform=\"translate(189.34082 0.78125)\" xlink:href=\"#DejaVuSans-56\"/>\n     <use transform=\"translate(252.963867 0.78125)\" xlink:href=\"#DejaVuSans-32\"/>\n     <use transform=\"translate(284.750977 0.78125)\" xlink:href=\"#DejaVuSans-956\"/>\n     <use transform=\"translate(348.374023 0.78125)\" xlink:href=\"#DejaVuSans-115\"/>\n    </g>\n   </g>\n   <g id=\"text_20\">\n    <!-- $t_d =8$ μs -->\n    <g style=\"fill:#9467bd;\" transform=\"translate(245.473063 42.921019)scale(0.1 -0.1)\">\n     <defs>\n      <path d=\"M 41.796875 8.203125 \nQ 38.1875 3.46875 33.25 1.015625 \nQ 28.328125 -1.421875 22.3125 -1.421875 \nQ 14.109375 -1.421875 9.34375 4.171875 \nQ 4.59375 9.765625 4.59375 19.484375 \nQ 4.59375 27.59375 7.46875 34.9375 \nQ 10.359375 42.28125 15.828125 48.09375 \nQ 19.4375 51.953125 23.96875 53.96875 \nQ 28.515625 56 33.5 56 \nQ 38.765625 56 42.796875 53.453125 \nQ 46.828125 50.921875 49.03125 46.1875 \nL 54.890625 75.984375 \nL 63.921875 75.984375 \nL 49.125 0 \nL 40.09375 0 \nz\nM 13.921875 21.09375 \nQ 13.921875 14.015625 17.109375 10.0625 \nQ 20.3125 6.109375 25.984375 6.109375 \nQ 30.171875 6.109375 33.765625 8.125 \nQ 37.359375 10.15625 40.09375 14.109375 \nQ 42.96875 18.21875 44.625 23.578125 \nQ 46.296875 28.953125 46.296875 34.1875 \nQ 46.296875 40.96875 43.09375 44.765625 \nQ 39.890625 48.578125 34.28125 48.578125 \nQ 30.03125 48.578125 26.359375 46.578125 \nQ 22.703125 44.578125 20.125 40.828125 \nQ 17.28125 36.765625 15.59375 31.390625 \nQ 13.921875 26.03125 13.921875 21.09375 \nz\n\" id=\"DejaVuSans-Oblique-100\"/>\n     </defs>\n     <use transform=\"translate(0 0.78125)\" xlink:href=\"#DejaVuSans-Oblique-116\"/>\n     <use transform=\"translate(39.208984 -15.625)scale(0.7)\" xlink:href=\"#DejaVuSans-Oblique-100\"/>\n     <use transform=\"translate(105.859375 0.78125)\" xlink:href=\"#DejaVuSans-61\"/>\n     <use transform=\"translate(209.130859 0.78125)\" xlink:href=\"#DejaVuSans-56\"/>\n     <use transform=\"translate(272.753906 0.78125)\" xlink:href=\"#DejaVuSans-32\"/>\n     <use transform=\"translate(304.541016 0.78125)\" xlink:href=\"#DejaVuSans-956\"/>\n     <use transform=\"translate(368.164062 0.78125)\" xlink:href=\"#DejaVuSans-115\"/>\n    </g>\n   </g>\n   <g id=\"legend_1\">\n    <g id=\"patch_7\">\n     <path d=\"M 57.165625 88.590625 \nL 154.732813 88.590625 \nQ 156.732813 88.590625 156.732813 86.590625 \nL 156.732813 14.2 \nQ 156.732813 12.2 154.732813 12.2 \nL 57.165625 12.2 \nQ 55.165625 12.2 55.165625 14.2 \nL 55.165625 86.590625 \nQ 55.165625 88.590625 57.165625 88.590625 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"line2d_20\"/>\n    <g id=\"line2d_21\">\n     <g>\n      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"69.165625\" xlink:href=\"#m47f48a0750\" y=\"20.298438\"/>\n     </g>\n    </g>\n    <g id=\"text_21\">\n     <!-- All gates -->\n     <g transform=\"translate(87.165625 23.798438)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 34.1875 63.1875 \nL 20.796875 26.90625 \nL 47.609375 26.90625 \nz\nM 28.609375 72.90625 \nL 39.796875 72.90625 \nL 67.578125 0 \nL 57.328125 0 \nL 50.6875 18.703125 \nL 17.828125 18.703125 \nL 11.1875 0 \nL 0.78125 0 \nz\n\" id=\"DejaVuSans-65\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-65\"/>\n      <use x=\"68.408203\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"96.191406\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"123.974609\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"155.761719\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"219.238281\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"280.517578\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"319.726562\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"381.25\" xlink:href=\"#DejaVuSans-115\"/>\n     </g>\n    </g>\n    <g id=\"line2d_22\"/>\n    <g id=\"line2d_23\">\n     <g>\n      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"69.165625\" xlink:href=\"#m10ba5b82e1\" y=\"34.976563\"/>\n     </g>\n    </g>\n    <g id=\"text_22\">\n     <!-- Two qb gates -->\n     <g transform=\"translate(87.165625 38.476563)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 4.203125 54.6875 \nL 13.1875 54.6875 \nL 24.421875 12.015625 \nL 35.59375 54.6875 \nL 46.1875 54.6875 \nL 57.421875 12.015625 \nL 68.609375 54.6875 \nL 77.59375 54.6875 \nL 63.28125 0 \nL 52.6875 0 \nL 40.921875 44.828125 \nL 29.109375 0 \nL 18.5 0 \nz\n\" id=\"DejaVuSans-119\"/>\n       <path d=\"M 14.796875 27.296875 \nQ 14.796875 17.390625 18.875 11.75 \nQ 22.953125 6.109375 30.078125 6.109375 \nQ 37.203125 6.109375 41.296875 11.75 \nQ 45.40625 17.390625 45.40625 27.296875 \nQ 45.40625 37.203125 41.296875 42.84375 \nQ 37.203125 48.484375 30.078125 48.484375 \nQ 22.953125 48.484375 18.875 42.84375 \nQ 14.796875 37.203125 14.796875 27.296875 \nz\nM 45.40625 8.203125 \nQ 42.578125 3.328125 38.25 0.953125 \nQ 33.9375 -1.421875 27.875 -1.421875 \nQ 17.96875 -1.421875 11.734375 6.484375 \nQ 5.515625 14.40625 5.515625 27.296875 \nQ 5.515625 40.1875 11.734375 48.09375 \nQ 17.96875 56 27.875 56 \nQ 33.9375 56 38.25 53.625 \nQ 42.578125 51.265625 45.40625 46.390625 \nL 45.40625 54.6875 \nL 54.390625 54.6875 \nL 54.390625 -20.796875 \nL 45.40625 -20.796875 \nz\n\" id=\"DejaVuSans-113\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-84\"/>\n      <use x=\"44.583984\" xlink:href=\"#DejaVuSans-119\"/>\n      <use x=\"126.371094\" xlink:href=\"#DejaVuSans-111\"/>\n      <use x=\"187.552734\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"219.339844\" xlink:href=\"#DejaVuSans-113\"/>\n      <use x=\"282.816406\" xlink:href=\"#DejaVuSans-98\"/>\n      <use x=\"346.292969\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"378.080078\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"441.556641\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"502.835938\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"542.044922\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"603.568359\" xlink:href=\"#DejaVuSans-115\"/>\n     </g>\n    </g>\n    <g id=\"line2d_24\"/>\n    <g id=\"line2d_25\">\n     <g>\n      <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"69.165625\" xlink:href=\"#m859b7cfe5c\" y=\"49.654688\"/>\n     </g>\n    </g>\n    <g id=\"text_23\">\n     <!-- Measure -->\n     <g transform=\"translate(87.165625 53.154688)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 24.515625 72.90625 \nL 43.109375 23.296875 \nL 61.8125 72.90625 \nL 76.515625 72.90625 \nL 76.515625 0 \nL 66.890625 0 \nL 66.890625 64.015625 \nL 48.09375 14.015625 \nL 38.1875 14.015625 \nL 19.390625 64.015625 \nL 19.390625 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-77\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-77\"/>\n      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"147.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"209.082031\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"261.181641\" xlink:href=\"#DejaVuSans-117\"/>\n      <use x=\"324.560547\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"363.423828\" xlink:href=\"#DejaVuSans-101\"/>\n     </g>\n    </g>\n    <g id=\"line2d_26\"/>\n    <g id=\"line2d_27\">\n     <g>\n      <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"69.165625\" xlink:href=\"#m65e433a20e\" y=\"64.332813\"/>\n     </g>\n    </g>\n    <g id=\"text_24\">\n     <!-- Feedback -->\n     <g transform=\"translate(87.165625 67.832813)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 9.8125 72.90625 \nL 51.703125 72.90625 \nL 51.703125 64.59375 \nL 19.671875 64.59375 \nL 19.671875 43.109375 \nL 48.578125 43.109375 \nL 48.578125 34.8125 \nL 19.671875 34.8125 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-70\"/>\n       <path d=\"M 9.078125 75.984375 \nL 18.109375 75.984375 \nL 18.109375 31.109375 \nL 44.921875 54.6875 \nL 56.390625 54.6875 \nL 27.390625 29.109375 \nL 57.625 0 \nL 45.90625 0 \nL 18.109375 26.703125 \nL 18.109375 0 \nL 9.078125 0 \nz\n\" id=\"DejaVuSans-107\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-70\"/>\n      <use x=\"52.019531\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"113.542969\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"175.066406\" xlink:href=\"#DejaVuSans-100\"/>\n      <use x=\"238.542969\" xlink:href=\"#DejaVuSans-98\"/>\n      <use x=\"302.019531\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"363.298828\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"418.279297\" xlink:href=\"#DejaVuSans-107\"/>\n     </g>\n    </g>\n    <g id=\"line2d_28\"/>\n    <g id=\"line2d_29\">\n     <g>\n      <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"69.165625\" xlink:href=\"#m57e5a5cd88\" y=\"79.010938\"/>\n     </g>\n    </g>\n    <g id=\"text_25\">\n     <!-- Delay -->\n     <g transform=\"translate(87.165625 82.510938)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 19.671875 64.796875 \nL 19.671875 8.109375 \nL 31.59375 8.109375 \nQ 46.6875 8.109375 53.6875 14.9375 \nQ 60.6875 21.78125 60.6875 36.53125 \nQ 60.6875 51.171875 53.6875 57.984375 \nQ 46.6875 64.796875 31.59375 64.796875 \nz\nM 9.8125 72.90625 \nL 30.078125 72.90625 \nQ 51.265625 72.90625 61.171875 64.09375 \nQ 71.09375 55.28125 71.09375 36.53125 \nQ 71.09375 17.671875 61.125 8.828125 \nQ 51.171875 0 30.078125 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-68\"/>\n      </defs>\n      <use xlink:href=\"#DejaVuSans-68\"/>\n      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"138.525391\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"166.308594\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"227.587891\" xlink:href=\"#DejaVuSans-121\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n  <g id=\"axes_2\">\n   <g id=\"patch_8\">\n    <path d=\"M 354.529261 224.64 \nL 608.165625 224.64 \nL 608.165625 7.2 \nL 354.529261 7.2 \nz\n\" style=\"fill:#ffffff;\"/>\n   </g>\n   <g id=\"matplotlib.axis_3\">\n    <g id=\"xtick_6\">\n     <g id=\"line2d_30\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"392.739984\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_26\">\n      <!-- 2 -->\n      <g transform=\"translate(389.558734 239.238438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-50\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_7\">\n     <g id=\"line2d_31\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"438.252643\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_27\">\n      <!-- 4 -->\n      <g transform=\"translate(435.071393 239.238438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-52\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_8\">\n     <g id=\"line2d_32\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"483.765303\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_28\">\n      <!-- 6 -->\n      <g transform=\"translate(480.584053 239.238438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-54\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_9\">\n     <g id=\"line2d_33\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"529.277963\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_29\">\n      <!-- 8 -->\n      <g transform=\"translate(526.096713 239.238438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-56\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"xtick_10\">\n     <g id=\"line2d_34\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"574.790623\" xlink:href=\"#m1c17020d0b\" y=\"224.64\"/>\n      </g>\n     </g>\n     <g id=\"text_30\">\n      <!-- 10 -->\n      <g transform=\"translate(568.428123 239.238438)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_31\">\n     <!-- Total stabilizer cycle duration $[\\mu s]$ -->\n     <g transform=\"translate(396.047443 252.918125)scale(0.1 -0.1)\">\n      <use transform=\"translate(0 0.015625)\" xlink:href=\"#DejaVuSans-84\"/>\n      <use transform=\"translate(61.083984 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(122.265625 0.015625)\" xlink:href=\"#DejaVuSans-116\"/>\n      <use transform=\"translate(161.474609 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(222.753906 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(250.537109 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(282.324219 0.015625)\" xlink:href=\"#DejaVuSans-115\"/>\n      <use transform=\"translate(334.423828 0.015625)\" xlink:href=\"#DejaVuSans-116\"/>\n      <use transform=\"translate(373.632812 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(434.912109 0.015625)\" xlink:href=\"#DejaVuSans-98\"/>\n      <use transform=\"translate(498.388672 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(526.171875 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(553.955078 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(581.738281 0.015625)\" xlink:href=\"#DejaVuSans-122\"/>\n      <use transform=\"translate(634.228516 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(695.751953 0.015625)\" xlink:href=\"#DejaVuSans-114\"/>\n      <use transform=\"translate(736.865234 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(768.652344 0.015625)\" xlink:href=\"#DejaVuSans-99\"/>\n      <use transform=\"translate(823.632812 0.015625)\" xlink:href=\"#DejaVuSans-121\"/>\n      <use transform=\"translate(882.8125 0.015625)\" xlink:href=\"#DejaVuSans-99\"/>\n      <use transform=\"translate(937.792969 0.015625)\" xlink:href=\"#DejaVuSans-108\"/>\n      <use transform=\"translate(965.576172 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(1027.099609 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(1058.886719 0.015625)\" xlink:href=\"#DejaVuSans-100\"/>\n      <use transform=\"translate(1122.363281 0.015625)\" xlink:href=\"#DejaVuSans-117\"/>\n      <use transform=\"translate(1185.742188 0.015625)\" xlink:href=\"#DejaVuSans-114\"/>\n      <use transform=\"translate(1226.855469 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(1288.134766 0.015625)\" xlink:href=\"#DejaVuSans-116\"/>\n      <use transform=\"translate(1327.34375 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(1355.126953 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(1416.308594 0.015625)\" xlink:href=\"#DejaVuSans-110\"/>\n      <use transform=\"translate(1479.6875 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(1511.474609 0.015625)\" xlink:href=\"#DejaVuSans-91\"/>\n      <use transform=\"translate(1550.488281 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-956\"/>\n      <use transform=\"translate(1614.111328 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-115\"/>\n      <use transform=\"translate(1666.210938 0.015625)\" xlink:href=\"#DejaVuSans-93\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"matplotlib.axis_4\">\n    <g id=\"ytick_10\">\n     <g id=\"line2d_35\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"354.529261\" xlink:href=\"#mc6c37054ae\" y=\"206.52\"/>\n      </g>\n     </g>\n     <g id=\"text_32\">\n      <!-- 0.5 -->\n      <g transform=\"translate(331.626136 210.319219)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-53\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_11\">\n     <g id=\"line2d_36\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"354.529261\" xlink:href=\"#mc6c37054ae\" y=\"170.28\"/>\n      </g>\n     </g>\n     <g id=\"text_33\">\n      <!-- 0.6 -->\n      <g transform=\"translate(331.626136 174.079219)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-54\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_12\">\n     <g id=\"line2d_37\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"354.529261\" xlink:href=\"#mc6c37054ae\" y=\"134.04\"/>\n      </g>\n     </g>\n     <g id=\"text_34\">\n      <!-- 0.7 -->\n      <g transform=\"translate(331.626136 137.839219)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-55\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_13\">\n     <g id=\"line2d_38\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"354.529261\" xlink:href=\"#mc6c37054ae\" y=\"97.8\"/>\n      </g>\n     </g>\n     <g id=\"text_35\">\n      <!-- 0.8 -->\n      <g transform=\"translate(331.626136 101.599219)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-56\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_14\">\n     <g id=\"line2d_39\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"354.529261\" xlink:href=\"#mc6c37054ae\" y=\"61.56\"/>\n      </g>\n     </g>\n     <g id=\"text_36\">\n      <!-- 0.9 -->\n      <g transform=\"translate(331.626136 65.359219)scale(0.1 -0.1)\">\n       <defs>\n        <path d=\"M 10.984375 1.515625 \nL 10.984375 10.5 \nQ 14.703125 8.734375 18.5 7.8125 \nQ 22.3125 6.890625 25.984375 6.890625 \nQ 35.75 6.890625 40.890625 13.453125 \nQ 46.046875 20.015625 46.78125 33.40625 \nQ 43.953125 29.203125 39.59375 26.953125 \nQ 35.25 24.703125 29.984375 24.703125 \nQ 19.046875 24.703125 12.671875 31.3125 \nQ 6.296875 37.9375 6.296875 49.421875 \nQ 6.296875 60.640625 12.9375 67.421875 \nQ 19.578125 74.21875 30.609375 74.21875 \nQ 43.265625 74.21875 49.921875 64.515625 \nQ 56.59375 54.828125 56.59375 36.375 \nQ 56.59375 19.140625 48.40625 8.859375 \nQ 40.234375 -1.421875 26.421875 -1.421875 \nQ 22.703125 -1.421875 18.890625 -0.6875 \nQ 15.09375 0.046875 10.984375 1.515625 \nz\nM 30.609375 32.421875 \nQ 37.25 32.421875 41.125 36.953125 \nQ 45.015625 41.5 45.015625 49.421875 \nQ 45.015625 57.28125 41.125 61.84375 \nQ 37.25 66.40625 30.609375 66.40625 \nQ 23.96875 66.40625 20.09375 61.84375 \nQ 16.21875 57.28125 16.21875 49.421875 \nQ 16.21875 41.5 20.09375 36.953125 \nQ 23.96875 32.421875 30.609375 32.421875 \nz\n\" id=\"DejaVuSans-57\"/>\n       </defs>\n       <use xlink:href=\"#DejaVuSans-48\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-57\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"ytick_15\">\n     <g id=\"line2d_40\">\n      <g>\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"354.529261\" xlink:href=\"#mc6c37054ae\" y=\"25.32\"/>\n      </g>\n     </g>\n     <g id=\"text_37\">\n      <!-- 1.0 -->\n      <g transform=\"translate(331.626136 29.119219)scale(0.1 -0.1)\">\n       <use xlink:href=\"#DejaVuSans-49\"/>\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-46\"/>\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-48\"/>\n      </g>\n     </g>\n    </g>\n    <g id=\"text_38\">\n     <!-- Prob. of remaining in code space $P_L$ -->\n     <g transform=\"translate(325.526136 204.92)rotate(-90)scale(0.1 -0.1)\">\n      <defs>\n       <path d=\"M 19.671875 64.796875 \nL 19.671875 37.40625 \nL 32.078125 37.40625 \nQ 38.96875 37.40625 42.71875 40.96875 \nQ 46.484375 44.53125 46.484375 51.125 \nQ 46.484375 57.671875 42.71875 61.234375 \nQ 38.96875 64.796875 32.078125 64.796875 \nz\nM 9.8125 72.90625 \nL 32.078125 72.90625 \nQ 44.34375 72.90625 50.609375 67.359375 \nQ 56.890625 61.8125 56.890625 51.125 \nQ 56.890625 40.328125 50.609375 34.8125 \nQ 44.34375 29.296875 32.078125 29.296875 \nL 19.671875 29.296875 \nL 19.671875 0 \nL 9.8125 0 \nz\n\" id=\"DejaVuSans-80\"/>\n       <path d=\"M 18.109375 8.203125 \nL 18.109375 -20.796875 \nL 9.078125 -20.796875 \nL 9.078125 54.6875 \nL 18.109375 54.6875 \nL 18.109375 46.390625 \nQ 20.953125 51.265625 25.265625 53.625 \nQ 29.59375 56 35.59375 56 \nQ 45.5625 56 51.78125 48.09375 \nQ 58.015625 40.1875 58.015625 27.296875 \nQ 58.015625 14.40625 51.78125 6.484375 \nQ 45.5625 -1.421875 35.59375 -1.421875 \nQ 29.59375 -1.421875 25.265625 0.953125 \nQ 20.953125 3.328125 18.109375 8.203125 \nz\nM 48.6875 27.296875 \nQ 48.6875 37.203125 44.609375 42.84375 \nQ 40.53125 48.484375 33.40625 48.484375 \nQ 26.265625 48.484375 22.1875 42.84375 \nQ 18.109375 37.203125 18.109375 27.296875 \nQ 18.109375 17.390625 22.1875 11.75 \nQ 26.265625 6.109375 33.40625 6.109375 \nQ 40.53125 6.109375 44.609375 11.75 \nQ 48.6875 17.390625 48.6875 27.296875 \nz\n\" id=\"DejaVuSans-112\"/>\n       <path d=\"M 16.890625 72.90625 \nL 39.703125 72.90625 \nQ 49.65625 72.90625 54.875 68.265625 \nQ 60.109375 63.625 60.109375 54.6875 \nQ 60.109375 42.671875 52.390625 35.984375 \nQ 44.671875 29.296875 30.71875 29.296875 \nL 18.3125 29.296875 \nL 12.59375 0 \nL 2.6875 0 \nz\nM 25.203125 64.796875 \nL 19.921875 37.40625 \nL 32.328125 37.40625 \nQ 40.71875 37.40625 45.203125 41.703125 \nQ 49.703125 46 49.703125 54 \nQ 49.703125 59.125 46.65625 61.953125 \nQ 43.609375 64.796875 38.09375 64.796875 \nz\n\" id=\"DejaVuSans-Oblique-80\"/>\n      </defs>\n      <use transform=\"translate(0 0.015625)\" xlink:href=\"#DejaVuSans-80\"/>\n      <use transform=\"translate(60.302734 0.015625)\" xlink:href=\"#DejaVuSans-114\"/>\n      <use transform=\"translate(101.416016 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(162.597656 0.015625)\" xlink:href=\"#DejaVuSans-98\"/>\n      <use transform=\"translate(226.074219 0.015625)\" xlink:href=\"#DejaVuSans-46\"/>\n      <use transform=\"translate(257.861328 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(289.648438 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(350.830078 0.015625)\" xlink:href=\"#DejaVuSans-102\"/>\n      <use transform=\"translate(386.035156 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(417.822266 0.015625)\" xlink:href=\"#DejaVuSans-114\"/>\n      <use transform=\"translate(458.935547 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(520.458984 0.015625)\" xlink:href=\"#DejaVuSans-109\"/>\n      <use transform=\"translate(617.871094 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(679.150391 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(706.933594 0.015625)\" xlink:href=\"#DejaVuSans-110\"/>\n      <use transform=\"translate(770.3125 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(798.095703 0.015625)\" xlink:href=\"#DejaVuSans-110\"/>\n      <use transform=\"translate(861.474609 0.015625)\" xlink:href=\"#DejaVuSans-103\"/>\n      <use transform=\"translate(924.951172 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(956.738281 0.015625)\" xlink:href=\"#DejaVuSans-105\"/>\n      <use transform=\"translate(984.521484 0.015625)\" xlink:href=\"#DejaVuSans-110\"/>\n      <use transform=\"translate(1047.900391 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(1079.6875 0.015625)\" xlink:href=\"#DejaVuSans-99\"/>\n      <use transform=\"translate(1134.667969 0.015625)\" xlink:href=\"#DejaVuSans-111\"/>\n      <use transform=\"translate(1195.849609 0.015625)\" xlink:href=\"#DejaVuSans-100\"/>\n      <use transform=\"translate(1259.326172 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(1320.849609 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(1352.636719 0.015625)\" xlink:href=\"#DejaVuSans-115\"/>\n      <use transform=\"translate(1404.736328 0.015625)\" xlink:href=\"#DejaVuSans-112\"/>\n      <use transform=\"translate(1468.212891 0.015625)\" xlink:href=\"#DejaVuSans-97\"/>\n      <use transform=\"translate(1529.492188 0.015625)\" xlink:href=\"#DejaVuSans-99\"/>\n      <use transform=\"translate(1584.472656 0.015625)\" xlink:href=\"#DejaVuSans-101\"/>\n      <use transform=\"translate(1645.996094 0.015625)\" xlink:href=\"#DejaVuSans-32\"/>\n      <use transform=\"translate(1677.783203 0.015625)\" xlink:href=\"#DejaVuSans-Oblique-80\"/>\n      <use transform=\"translate(1738.085938 -16.390625)scale(0.7)\" xlink:href=\"#DejaVuSans-Oblique-76\"/>\n     </g>\n    </g>\n   </g>\n   <g id=\"line2d_41\">\n    <g clip-path=\"url(#pca7ccdff9c)\">\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"366.058187\" xlink:href=\"#m47f48a0750\" y=\"43.648706\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"384.88905\" xlink:href=\"#m47f48a0750\" y=\"61.213593\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"403.719913\" xlink:href=\"#m47f48a0750\" y=\"77.736467\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"422.550776\" xlink:href=\"#m47f48a0750\" y=\"93.105756\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"441.381639\" xlink:href=\"#m47f48a0750\" y=\"108.025004\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"460.212502\" xlink:href=\"#m47f48a0750\" y=\"121.511151\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"479.043365\" xlink:href=\"#m47f48a0750\" y=\"134.834432\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"497.874228\" xlink:href=\"#m47f48a0750\" y=\"147.350484\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"516.705091\" xlink:href=\"#m47f48a0750\" y=\"158.828911\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"535.535954\" xlink:href=\"#m47f48a0750\" y=\"169.891259\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"554.366817\" xlink:href=\"#m47f48a0750\" y=\"180.367546\"/>\n     <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"573.19768\" xlink:href=\"#m47f48a0750\" y=\"189.98657\"/>\n    </g>\n   </g>\n   <g id=\"line2d_42\">\n    <g clip-path=\"url(#pca7ccdff9c)\">\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"386.140648\" xlink:href=\"#m10ba5b82e1\" y=\"62.007056\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"395.24318\" xlink:href=\"#m10ba5b82e1\" y=\"70.342877\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"404.345712\" xlink:href=\"#m10ba5b82e1\" y=\"78.061262\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"413.448244\" xlink:href=\"#m10ba5b82e1\" y=\"85.913076\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"422.550776\" xlink:href=\"#m10ba5b82e1\" y=\"93.086843\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"431.653308\" xlink:href=\"#m10ba5b82e1\" y=\"100.360372\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"440.75584\" xlink:href=\"#m10ba5b82e1\" y=\"107.577132\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"449.858372\" xlink:href=\"#m10ba5b82e1\" y=\"114.090514\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"458.960904\" xlink:href=\"#m10ba5b82e1\" y=\"120.67304\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"468.063436\" xlink:href=\"#m10ba5b82e1\" y=\"127.302743\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"477.165968\" xlink:href=\"#m10ba5b82e1\" y=\"133.132363\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"486.2685\" xlink:href=\"#m10ba5b82e1\" y=\"139.077778\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"495.371031\" xlink:href=\"#m10ba5b82e1\" y=\"145.124141\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"504.473563\" xlink:href=\"#m10ba5b82e1\" y=\"150.745261\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"513.576095\" xlink:href=\"#m10ba5b82e1\" y=\"156.105562\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"522.678627\" xlink:href=\"#m10ba5b82e1\" y=\"161.773702\"/>\n     <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"531.781159\" xlink:href=\"#m10ba5b82e1\" y=\"166.739604\"/>\n    </g>\n   </g>\n   <g id=\"line2d_43\">\n    <g clip-path=\"url(#pca7ccdff9c)\">\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"395.24318\" xlink:href=\"#m859b7cfe5c\" y=\"71.30922\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"404.345712\" xlink:href=\"#m859b7cfe5c\" y=\"78.914066\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"413.448244\" xlink:href=\"#m859b7cfe5c\" y=\"85.905596\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"422.550776\" xlink:href=\"#m859b7cfe5c\" y=\"93.317403\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"431.653308\" xlink:href=\"#m859b7cfe5c\" y=\"99.844072\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"440.75584\" xlink:href=\"#m859b7cfe5c\" y=\"106.849246\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"449.858372\" xlink:href=\"#m859b7cfe5c\" y=\"113.751136\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"458.960904\" xlink:href=\"#m859b7cfe5c\" y=\"120.297583\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"468.063436\" xlink:href=\"#m859b7cfe5c\" y=\"126.819196\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"477.165968\" xlink:href=\"#m859b7cfe5c\" y=\"132.738271\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"486.2685\" xlink:href=\"#m859b7cfe5c\" y=\"138.739975\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"495.371031\" xlink:href=\"#m859b7cfe5c\" y=\"144.690062\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"504.473563\" xlink:href=\"#m859b7cfe5c\" y=\"150.538379\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"513.576095\" xlink:href=\"#m859b7cfe5c\" y=\"156.385196\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"522.678627\" xlink:href=\"#m859b7cfe5c\" y=\"161.748447\"/>\n     <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"531.781159\" xlink:href=\"#m859b7cfe5c\" y=\"166.78023\"/>\n    </g>\n   </g>\n   <g id=\"line2d_44\">\n    <g clip-path=\"url(#pca7ccdff9c)\">\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"414.58606\" xlink:href=\"#m65e433a20e\" y=\"85.573842\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"425.964225\" xlink:href=\"#m65e433a20e\" y=\"96.366778\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"437.34239\" xlink:href=\"#m65e433a20e\" y=\"106.623116\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"448.720555\" xlink:href=\"#m65e433a20e\" y=\"116.37266\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"460.09872\" xlink:href=\"#m65e433a20e\" y=\"125.957364\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"471.476885\" xlink:href=\"#m65e433a20e\" y=\"135.076208\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"482.85505\" xlink:href=\"#m65e433a20e\" y=\"143.882968\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"494.233215\" xlink:href=\"#m65e433a20e\" y=\"152.281598\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"505.61138\" xlink:href=\"#m65e433a20e\" y=\"160.359119\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"516.989545\" xlink:href=\"#m65e433a20e\" y=\"168.217027\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"528.36771\" xlink:href=\"#m65e433a20e\" y=\"175.596963\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"539.745875\" xlink:href=\"#m65e433a20e\" y=\"182.779597\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"551.12404\" xlink:href=\"#m65e433a20e\" y=\"189.831474\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"562.502205\" xlink:href=\"#m65e433a20e\" y=\"196.329688\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"573.88037\" xlink:href=\"#m65e433a20e\" y=\"202.770462\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"585.258534\" xlink:href=\"#m65e433a20e\" y=\"208.955268\"/>\n     <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"596.636699\" xlink:href=\"#m65e433a20e\" y=\"214.874769\"/>\n    </g>\n   </g>\n   <g id=\"line2d_45\">\n    <g clip-path=\"url(#pca7ccdff9c)\">\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"422.550776\" xlink:href=\"#m57e5a5cd88\" y=\"93.130016\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"433.928941\" xlink:href=\"#m57e5a5cd88\" y=\"93.431359\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"445.307106\" xlink:href=\"#m57e5a5cd88\" y=\"93.107214\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"456.685271\" xlink:href=\"#m57e5a5cd88\" y=\"93.309845\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"468.063436\" xlink:href=\"#m57e5a5cd88\" y=\"93.365992\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"479.441601\" xlink:href=\"#m57e5a5cd88\" y=\"93.672783\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"490.819765\" xlink:href=\"#m57e5a5cd88\" y=\"93.398099\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"502.19793\" xlink:href=\"#m57e5a5cd88\" y=\"93.354346\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"513.576095\" xlink:href=\"#m57e5a5cd88\" y=\"93.63377\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"524.95426\" xlink:href=\"#m57e5a5cd88\" y=\"93.773703\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"536.332425\" xlink:href=\"#m57e5a5cd88\" y=\"93.765334\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"547.71059\" xlink:href=\"#m57e5a5cd88\" y=\"93.622544\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"559.088755\" xlink:href=\"#m57e5a5cd88\" y=\"93.611273\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"570.46692\" xlink:href=\"#m57e5a5cd88\" y=\"93.721892\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"581.845085\" xlink:href=\"#m57e5a5cd88\" y=\"93.844833\"/>\n     <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"593.22325\" xlink:href=\"#m57e5a5cd88\" y=\"93.759306\"/>\n    </g>\n   </g>\n   <g id=\"patch_9\">\n    <path d=\"M 354.529261 224.64 \nL 354.529261 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_10\">\n    <path d=\"M 608.165625 224.64 \nL 608.165625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_11\">\n    <path d=\"M 354.529261 224.64 \nL 608.165625 224.64 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"patch_12\">\n    <path d=\"M 354.529261 7.2 \nL 608.165625 7.2 \n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\n   </g>\n   <g id=\"legend_2\">\n    <g id=\"patch_13\">\n     <path d=\"M 508.807812 88.590625 \nL 601.165625 88.590625 \nQ 603.165625 88.590625 603.165625 86.590625 \nL 603.165625 14.2 \nQ 603.165625 12.2 601.165625 12.2 \nL 508.807812 12.2 \nQ 506.807812 12.2 506.807812 14.2 \nL 506.807812 86.590625 \nQ 506.807812 88.590625 508.807812 88.590625 \nz\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\n    </g>\n    <g id=\"line2d_46\"/>\n    <g id=\"line2d_47\">\n     <g>\n      <use style=\"fill:#1f77b4;stroke:#1f77b4;\" x=\"520.807812\" xlink:href=\"#m47f48a0750\" y=\"20.298438\"/>\n     </g>\n    </g>\n    <g id=\"text_39\">\n     <!-- All gates -->\n     <g transform=\"translate(538.807812 23.798438)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-65\"/>\n      <use x=\"68.408203\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"96.191406\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"123.974609\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"155.761719\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"219.238281\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"280.517578\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"319.726562\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"381.25\" xlink:href=\"#DejaVuSans-115\"/>\n     </g>\n    </g>\n    <g id=\"line2d_48\"/>\n    <g id=\"line2d_49\">\n     <g>\n      <use style=\"fill:#ff7f0e;stroke:#ff7f0e;stroke-linejoin:miter;\" x=\"520.807812\" xlink:href=\"#m10ba5b82e1\" y=\"34.976563\"/>\n     </g>\n    </g>\n    <g id=\"text_40\">\n     <!-- Two qb gate -->\n     <g transform=\"translate(538.807812 38.476563)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-84\"/>\n      <use x=\"44.583984\" xlink:href=\"#DejaVuSans-119\"/>\n      <use x=\"126.371094\" xlink:href=\"#DejaVuSans-111\"/>\n      <use x=\"187.552734\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"219.339844\" xlink:href=\"#DejaVuSans-113\"/>\n      <use x=\"282.816406\" xlink:href=\"#DejaVuSans-98\"/>\n      <use x=\"346.292969\" xlink:href=\"#DejaVuSans-32\"/>\n      <use x=\"378.080078\" xlink:href=\"#DejaVuSans-103\"/>\n      <use x=\"441.556641\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"502.835938\" xlink:href=\"#DejaVuSans-116\"/>\n      <use x=\"542.044922\" xlink:href=\"#DejaVuSans-101\"/>\n     </g>\n    </g>\n    <g id=\"line2d_50\"/>\n    <g id=\"line2d_51\">\n     <g>\n      <use style=\"fill:#2ca02c;stroke:#2ca02c;stroke-linejoin:miter;\" x=\"520.807812\" xlink:href=\"#m859b7cfe5c\" y=\"49.654688\"/>\n     </g>\n    </g>\n    <g id=\"text_41\">\n     <!-- Measure -->\n     <g transform=\"translate(538.807812 53.154688)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-77\"/>\n      <use x=\"86.279297\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"147.802734\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"209.082031\" xlink:href=\"#DejaVuSans-115\"/>\n      <use x=\"261.181641\" xlink:href=\"#DejaVuSans-117\"/>\n      <use x=\"324.560547\" xlink:href=\"#DejaVuSans-114\"/>\n      <use x=\"363.423828\" xlink:href=\"#DejaVuSans-101\"/>\n     </g>\n    </g>\n    <g id=\"line2d_52\"/>\n    <g id=\"line2d_53\">\n     <g>\n      <use style=\"fill:#d62728;stroke:#d62728;stroke-linejoin:miter;\" x=\"520.807812\" xlink:href=\"#m65e433a20e\" y=\"64.332813\"/>\n     </g>\n    </g>\n    <g id=\"text_42\">\n     <!-- Feedback -->\n     <g transform=\"translate(538.807812 67.832813)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-70\"/>\n      <use x=\"52.019531\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"113.542969\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"175.066406\" xlink:href=\"#DejaVuSans-100\"/>\n      <use x=\"238.542969\" xlink:href=\"#DejaVuSans-98\"/>\n      <use x=\"302.019531\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"363.298828\" xlink:href=\"#DejaVuSans-99\"/>\n      <use x=\"418.279297\" xlink:href=\"#DejaVuSans-107\"/>\n     </g>\n    </g>\n    <g id=\"line2d_54\"/>\n    <g id=\"line2d_55\">\n     <g>\n      <use style=\"fill:#9467bd;stroke:#9467bd;stroke-linejoin:miter;\" x=\"520.807812\" xlink:href=\"#m57e5a5cd88\" y=\"79.010938\"/>\n     </g>\n    </g>\n    <g id=\"text_43\">\n     <!-- Delay -->\n     <g transform=\"translate(538.807812 82.510938)scale(0.1 -0.1)\">\n      <use xlink:href=\"#DejaVuSans-68\"/>\n      <use x=\"77.001953\" xlink:href=\"#DejaVuSans-101\"/>\n      <use x=\"138.525391\" xlink:href=\"#DejaVuSans-108\"/>\n      <use x=\"166.308594\" xlink:href=\"#DejaVuSans-97\"/>\n      <use x=\"227.587891\" xlink:href=\"#DejaVuSans-121\"/>\n     </g>\n    </g>\n   </g>\n  </g>\n </g>\n <defs>\n  <clipPath id=\"p89c9b8eb24\">\n   <rect height=\"217.44\" width=\"253.636364\" x=\"50.165625\" y=\"7.2\"/>\n  </clipPath>\n  <clipPath id=\"pca7ccdff9c\">\n   <rect height=\"217.44\" width=\"253.636364\" x=\"354.529261\" y=\"7.2\"/>\n  </clipPath>\n </defs>\n</svg>\n",
      "image/png": "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"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "metadata": {}
  }
 ],
 "metadata": {
  "orig_nbformat": 4,
  "language_info": {
   "name": "python",
   "version": "3.8.8",
   "mimetype": "text/x-python",
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "pygments_lexer": "ipython3",
   "nbconvert_exporter": "python",
   "file_extension": ".py"
  },
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3.8.8 64-bit ('base': conda)"
  },
  "interpreter": {
   "hash": "c502979d397622ef37ee21c6f768abc3a9bb3eec35829b42087c88981f2df4d5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}