{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Loop API Example on Hartmann6\n",
"\n",
"The loop API is the most lightweight way to do optimization in Ax. The user makes one call to `optimize`, which performs all of the optimization under the hood and returns the optimized parameters.\n",
"\n",
"For more customizability of the optimization procedure, consider the Service or Developer API."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:08] ipy_plotting: Injecting Plotly library into cell. Do not overwrite or delete cell.\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"\n",
"from ax.plot.contour import plot_contour\n",
"from ax.plot.trace import optimization_trace_single_method\n",
"from ax.service.managed_loop import optimize\n",
"from ax.metrics.branin import branin\n",
"from ax.utils.measurement.synthetic_functions import hartmann6\n",
"from ax.utils.notebook.plotting import render, init_notebook_plotting\n",
"\n",
"init_notebook_plotting()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Define evaluation function\n",
"\n",
"First, we define an evaluation function that is able to compute all the metrics needed for this experiment. This function needs to accept a set of parameter values and can also accept a weight. It should produce a dictionary of metric names to tuples of mean and standard error for those metrics."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"def hartmann_evaluation_function(parameterization):\n",
" x = np.array([parameterization.get(f\"x{i+1}\") for i in range(6)])\n",
" # In our case, standard error is 0, since we are computing a synthetic function.\n",
" return {\"hartmann6\": (hartmann6(x), 0.0), \"l2norm\": (np.sqrt((x ** 2).sum()), 0.0)}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If there is only one metric in the experiment – the objective – then evaluation function can return a single tuple of mean and SEM, in which case Ax will assume that evaluation corresponds to the objective. It can also return only the mean as a float, in which case Ax will treat SEM as unknown and use a model that can infer it. For more details on evaluation function, refer to the \"Trial Evaluation\" section in the docs."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Run optimization\n",
"The setup for the loop is fully compatible with JSON. The optimization algorithm is selected based on the properties of the problem search space."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:08] ax.modelbridge.dispatch_utils: Using Bayesian Optimization generation strategy: GenerationStrategy(name='Sobol+GPEI', steps=[Sobol for 6 arms, GPEI for subsequent arms], generated 0 arm(s) so far). Iterations after 6 will take longer to generate due to model-fitting.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:08] ax.service.managed_loop: Started full optimization with 30 steps.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:08] ax.service.managed_loop: Running optimization trial 1...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:08] ax.service.managed_loop: Running optimization trial 2...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:08] ax.service.managed_loop: Running optimization trial 3...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:09] ax.service.managed_loop: Running optimization trial 4...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:09] ax.service.managed_loop: Running optimization trial 5...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:09] ax.service.managed_loop: Running optimization trial 6...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:09] ax.service.managed_loop: Running optimization trial 7...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:13] ax.service.managed_loop: Running optimization trial 8...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:17] ax.service.managed_loop: Running optimization trial 9...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:21] ax.service.managed_loop: Running optimization trial 10...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:24] ax.service.managed_loop: Running optimization trial 11...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:28] ax.service.managed_loop: Running optimization trial 12...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:31] ax.service.managed_loop: Running optimization trial 13...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:34] ax.service.managed_loop: Running optimization trial 14...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:38] ax.service.managed_loop: Running optimization trial 15...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:42] ax.service.managed_loop: Running optimization trial 16...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:45] ax.service.managed_loop: Running optimization trial 17...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:49] ax.service.managed_loop: Running optimization trial 18...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:52] ax.service.managed_loop: Running optimization trial 19...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:35:56] ax.service.managed_loop: Running optimization trial 20...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:01] ax.service.managed_loop: Running optimization trial 21...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:04] ax.service.managed_loop: Running optimization trial 22...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:08] ax.service.managed_loop: Running optimization trial 23...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:11] ax.service.managed_loop: Running optimization trial 24...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:14] ax.service.managed_loop: Running optimization trial 25...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:19] ax.service.managed_loop: Running optimization trial 26...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:23] ax.service.managed_loop: Running optimization trial 27...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:26] ax.service.managed_loop: Running optimization trial 28...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:28] ax.service.managed_loop: Running optimization trial 29...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 01-18 03:36:31] ax.service.managed_loop: Running optimization trial 30...\n"
]
}
],
"source": [
"best_parameters, values, experiment, model = optimize(\n",
" parameters=[\n",
" {\n",
" \"name\": \"x1\",\n",
" \"type\": \"range\",\n",
" \"bounds\": [0.0, 1.0],\n",
" \"value_type\": \"float\", # Optional, defaults to inference from type of \"bounds\".\n",
" \"log_scale\": False, # Optional, defaults to False.\n",
" },\n",
" {\n",
" \"name\": \"x2\",\n",
" \"type\": \"range\",\n",
" \"bounds\": [0.0, 1.0],\n",
" },\n",
" {\n",
" \"name\": \"x3\",\n",
" \"type\": \"range\",\n",
" \"bounds\": [0.0, 1.0],\n",
" },\n",
" {\n",
" \"name\": \"x4\",\n",
" \"type\": \"range\",\n",
" \"bounds\": [0.0, 1.0],\n",
" },\n",
" {\n",
" \"name\": \"x5\",\n",
" \"type\": \"range\",\n",
" \"bounds\": [0.0, 1.0],\n",
" },\n",
" {\n",
" \"name\": \"x6\",\n",
" \"type\": \"range\",\n",
" \"bounds\": [0.0, 1.0],\n",
" },\n",
" ],\n",
" experiment_name=\"test\",\n",
" objective_name=\"hartmann6\",\n",
" evaluation_function=hartmann_evaluation_function,\n",
" minimize=True, # Optional, defaults to False.\n",
" parameter_constraints=[\"x1 + x2 <= 20\"], # Optional.\n",
" outcome_constraints=[\"l2norm <= 1.25\"], # Optional.\n",
" total_trials=30, # Optional.\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And we can introspect optimization results:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'x1': 0.20325496472879168,\n",
" 'x2': 0.1691135071450467,\n",
" 'x3': 0.46842720008893846,\n",
" 'x4': 0.2694621324933513,\n",
" 'x5': 0.3055411302133114,\n",
" 'x6': 0.6509840494723914}"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"best_parameters"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'l2norm': 0.9375942100772846, 'hartmann6': -3.3133831602163664}"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"means, covariances = values\n",
"means"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"For comparison, minimum of Hartmann6 is:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"-3.32237"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"hartmann6.fmin"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3. Plot results\n",
"Here we arbitrarily select \"x1\" and \"x2\" as the two parameters to plot for both metrics, \"hartmann6\" and \"l2norm\"."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"linkText": "Export to plot.ly",
"plotlyServerURL": "https://plot.ly",
"showLink": false
},
"data": [
{
"autocolorscale": false,
"autocontour": true,
"colorbar": {
"tickfont": {
"size": 8
},
"ticksuffix": "",
"x": 0.45,
"y": 0.5
},
"colorscale": [
[
0.0,
"rgb(247,252,253)"
],
[
0.125,
"rgb(229,245,249)"
],
[
0.25,
"rgb(204,236,230)"
],
[
0.375,
"rgb(153,216,201)"
],
[
0.5,
"rgb(102,194,164)"
],
[
0.625,
"rgb(65,174,118)"
],
[
0.75,
"rgb(35,139,69)"
],
[
0.875,
"rgb(0,109,44)"
],
[
1.0,
"rgb(0,68,27)"
]
],
"contours": {
"coloring": "heatmap"
},
"hoverinfo": "x+y+z",
"ncontours": 25,
"type": "contour",
"x": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"xaxis": "x",
"y": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"yaxis": "y",
"z": [
[
-1.9017864331585783,
-1.9451899891997164,
-1.9853402134370821,
-2.0219319865385303,
-2.0546902478920464,
-2.0833749418129583,
-2.1077851513316093,
-2.1277622992209753,
-2.1431923289670967,
-2.154006816530583,
-2.160183006810624,
-2.161742813889384,
-2.1587508671505904,
-2.1513117220730082,
-2.139566381888442,
-2.123688292860942,
-2.1038789815564662,
-2.0803634980593375,
-2.0533858163216996,
-2.0232043238369166,
-1.9900875099356978,
-1.9543099374811617,
-1.9161485585599056,
-1.8758794124541898,
-1.833774724741898,
-1.7901004103176017,
-1.7451139705589136,
-1.699062765578138,
-1.6521826361167724,
-1.6046968456868602,
-1.556815311552579,
-1.5087340926205275,
-1.4606351028706448,
-1.4126860202793512,
-1.3650403629998036,
-1.317837706667769,
-1.2712040189473783,
-1.2252520897094126,
-1.180082037474631,
-1.1357818749051338,
-1.0924281181597837,
-1.0500864268270313,
-1.0088122629036507,
-0.9686515588982287,
-0.9296413866069572,
-0.8918106194400734,
-0.8551805823773643,
-0.8197656847062207,
-0.7855740316541024,
-0.7526080118758748
],
[
-1.9328880307670562,
-1.9769124922862564,
-2.017606149676922,
-2.0546568165320376,
-2.0877833218015747,
-2.1167406583830317,
-2.141324281275586,
-2.16137342386674,
-2.1767733381241046,
-2.1874564073943428,
-2.1934021281904053,
-2.1946360063260464,
-2.19122745843661,
-2.1832868481129744,
-2.1709618137262434,
-2.1544330612625813,
-2.133909800192147,
-2.1096249946365697,
-2.0818305876683647,
-2.0507928357341036,
-2.0167878654229234,
-1.9800975385243662,
-1.941005685638995,
-1.8997947451279629,
-1.8567428239459574,
-1.8121211803863768,
-1.7661921160240643,
-1.7192072549023973,
-1.6714061818254755,
-1.623015407950199,
-1.574247630191935,
-1.5253012507700046,
-1.4763601241035422,
-1.4275934998800852,
-1.3791561331873083,
-1.331188534919793,
-1.2838173380985625,
-1.2371557581670536,
-1.1913041276843626,
-1.1463504880796755,
-1.1023712232359102,
-1.0594317216219933,
-1.017587055488016,
-0.9768826672764322,
-0.9373550548908192,
-0.8990324488072089,
-0.8619354752202437,
-0.8260778004947548,
-0.7914667531517999,
-0.7581039204643389
],
[
-1.9613125592161602,
-2.0058790556799875,
-2.0470446999652507,
-2.084490960986857,
-2.117931167236512,
-2.1471158495023914,
-2.1718371984009184,
-2.1919324934891438,
-2.2072864024632275,
-2.2178320970043774,
-2.223551184295472,
-2.2244725059855863,
-2.2206699045459297,
-2.2122590963975157,
-2.199393819305505,
-2.182261437334608,
-2.1610781904235834,
-2.1360842685677333,
-2.1075388745801424,
-2.0757154168074585,
-2.0408969466246223,
-2.003371927597164,
-1.9634303961110509,
-1.9213605487134264,
-1.8774457704379381,
-1.831962101471605,
-1.785176126647589,
-1.7373432630832932,
-1.6887064153081308,
-1.6394949638477805,
-1.5899240518729763,
-1.5401941346563481,
-1.4904907577694557,
-1.4409845318359462,
-1.3918312739617948,
-1.3431722884842747,
-1.295134762271196,
-1.2478322523611487,
-1.2013652461973516,
-1.155821777032945,
-1.1112780792520405,
-1.0677992703487944,
-1.0254400481354913,
-0.9842453934133223,
-0.9442512698435636,
-0.9054853141101014,
-0.8679675106762756,
-0.8317108465188179,
-0.7967219421786743,
-0.7630016563115745
],
[
-1.986867768166032,
-2.0318916896982997,
-2.07345284367197,
-2.111227177505009,
-2.1449232167582863,
-2.1742875891648437,
-2.199109632999875,
-2.219224934385012,
-2.234517684553568,
-2.2449218014345798,
-2.2504208171881452,
-2.2510465897460725,
-2.2468769468631584,
-2.2380324116560675,
-2.2246721868210053,
-2.2069895900004974,
-2.1852071356026053,
-2.1595714500724785,
-2.1303481901271337,
-2.097817109249995,
-2.0622673895474266,
-2.0239933266083643,
-1.983290426632732,
-1.9404519495622405,
-1.8957659103327873,
-1.8495125331102447,
-1.801962140406259,
-1.7533734498980984,
-1.7039922460119719,
-1.654050390230091,
-1.603765133025396,
-1.5533386907634663,
-1.5029580523777788,
-1.4527949827568674,
-1.4030061922995096,
-1.3537336447937083,
-1.3051049785112954,
-1.2572340180862813,
-1.2102213572995222,
-1.1641549952884085,
-1.119111010920851,
-1.0751542621102401,
-1.0323390987052579,
-0.9907100792704783,
-0.9503026835899732,
-0.9111440140866879,
-0.8732534805650796,
-0.8366434637643844,
-0.8013199541645478,
-0.7672831633260163
],
[
-2.0093811966981767,
-2.0547728058842236,
-2.096648481007797,
-2.1346795672011294,
-2.168570569655395,
-2.1980648412207877,
-2.222949329155446,
-2.243058213480918,
-2.2582753204360633,
-2.268535253043854,
-2.273823242761575,
-2.2741737860863465,
-2.2696681825142466,
-2.2604311315734886,
-2.2466265748499743,
-2.228452983650949,
-2.20613829490562,
-2.1799346884766875,
-2.150113380252115,
-2.1169595797272076,
-2.080767731129469,
-2.041837126322082,
-2.0004679482088554,
-1.9569577769778022,
-1.9115985693506399,
-1.8646741034645358,
-1.8164578689838733,
-1.7672113730636425,
-1.7171828272203702,
-1.6666061773209782,
-1.6157004381161593,
-1.5646692944473435,
-1.513700932969324,
-1.4629680705804302,
-1.4126281484564576,
-1.3628236634389885,
-1.3136826113918973,
-1.2653190199166695,
-1.2178335504510878,
-1.171314152232512,
-1.125836752872772,
-1.0814659723626316,
-1.038255849203909,
-0.9962505690650332,
-0.9554851878818077,
-0.9159863426901819,
-0.8777729446944839,
-0.8408568501528597,
-0.8052435056137955,
-0.7709325648721618
],
[
-2.0287032556742624,
-2.074368443513123,
-2.11647378890362,
-2.154687041015226,
-2.1887095460191475,
-2.2182820755680814,
-2.2431896954008783,
-2.2632654948992497,
-2.2783930536925063,
-2.2885075847808105,
-2.2935957599737855,
-2.293694286549285,
-2.288887358422049,
-2.279303147141296,
-2.265109526155104,
-2.246509235974621,
-2.2237346990326508,
-2.1970426826331932,
-2.166708988456424,
-2.1330233201945914,
-2.0962844499920306,
-2.056795772396626,
-2.014861304056563,
-1.970782160293809,
-1.9248535170554568,
-1.8773620489727596,
-1.828583821184885,
-1.778782603696974,
-1.7282085716498083,
-1.677097352250123,
-1.6256693785587628,
-1.5741295112617402,
-1.5226668914699868,
-1.47145499012609,
-1.4206518224568971,
-1.370400298895371,
-1.3208286868637682,
-1.2720511606715286,
-1.2241684194806886,
-1.177268355798723,
-1.131426759261839,
-1.0867080425696696,
-1.0431659783310656,
-1.000844437290727,
-0.9597781199392051,
-0.9199932748772102,
-0.8815083985221036,
-0.8443349118208365,
-0.8084778105824345,
-0.7739362868735766
],
[
-2.044709888304435,
-2.0905510628659343,
-2.132798135526398,
-2.1711163398613067,
-2.2052047930700445,
-2.234802438008841,
-2.2596930131820443,
-2.279708860879458,
-2.2947334425312684,
-2.304702497985111,
-2.309603855607678,
-2.3094759660614756,
-2.30440528862294,
-2.2945227015404153,
-2.2799991359642364,
-2.26104064670926,
-2.23788313360663,
-2.210786916006142,
-2.180031342152338,
-2.1459095872873033,
-2.108723762443214,
-2.0687804230115674,
-2.0263865349438213,
-1.9818459287712176,
-1.9354562486382367,
-1.8875063855927228,
-1.8382743712680114,
-1.7880256992743726,
-1.7370120363609316,
-1.6854702829512425,
-1.6336219422853233,
-1.5816727585064105,
-1.5298125861141842,
-1.478215455883334,
-1.4270398053299915,
-1.3764288448963438,
-1.3265110340761284,
-1.2774006446323547,
-1.229198390809958,
-1.1819921089936285,
-1.1358574715933953,
-1.0908587220598385,
-1.0470494198442908,
-1.0044731858382336,
-0.9631644403640984,
-0.9231491271600247,
-0.8844454180172608,
-0.8470643938034517,
-0.8110106985502572,
-0.776283164110076
],
[
-2.0573047118453354,
-2.1032218000108305,
-2.145520440395872,
-2.1838644885877345,
-2.217951817872851,
-2.2475203435133175,
-2.2723530700989953,
-2.2922819629811055,
-2.3071905064638742,
-2.3170148825028476,
-2.321743777049966,
-2.321416889507255,
-2.3161222781490047,
-2.305992717533538,
-2.291201271913935,
-2.271956302028036,
-2.2484961226349593,
-2.2210835163756455,
-2.1900002880365914,
-2.1555420147246434,
-2.118013114870995,
-2.0777223254644688,
-2.0349786451456113,
-1.9900877727248865,
-1.9433490474338293,
-1.8950528791316505,
-1.845478643549144,
-1.7948930088750372,
-1.7435486548218033,
-1.6916833429650016,
-1.6395192969038819,
-1.5872628520194991,
-1.5351043368048156,
-1.4832181505203053,
-1.4317630050015104,
-1.3808823016069802,
-1.3307046174089852,
-1.2813442777076278,
-1.2329019947391893,
-1.1854655550265687,
-1.1391105401746673,
-1.0939010680482841,
-1.049890543194227,
-1.0071224070949207,
-0.9656308803818832,
-0.9254416905086629,
-0.8865727795978943,
-0.849034988249482,
-0.812832712038619,
-0.7779645282551066
],
[
-2.0664205629619845,
-2.1123120982879695,
-2.1545708881509196,
-2.1928605851875447,
-2.2268788421405485,
-2.2563633840179995,
-2.2810971058633527,
-2.3009119898219237,
-2.315691698678367,
-2.3253727765564105,
-2.3299444632231787,
-2.329447198572884,
-2.3239699523620185,
-2.3136465578962055,
-2.2986512563844084,
-2.2791936718313206,
-2.2555134359987545,
-2.2278746708056234,
-2.1965605136464452,
-2.1618678421382187,
-2.124102321828695,
-2.0835738665279706,
-2.040592568858824,
-1.995465130324014,
-1.948491796776849,
-1.8999637870035482,
-1.8501611889492005,
-1.799351289347704,
-1.7477872973830775,
-1.6957074207187772,
-1.6433342520475587,
-1.590874425607306,
-1.5385185053694586,
-1.486441069444304,
-1.4348009583722567,
-1.3837416581778264,
-1.3333917922153935,
-1.2838656988453765,
-1.2352640747952315,
-1.1876746666563454,
-1.1411729953374574,
-1.0958231004407197,
-1.0516782934574538,
-1.0087819104103408,
-0.9671680561117069,
-0.9268623335786632,
-0.8878825533596818,
-0.8502394185970747,
-0.8139371825886507,
-0.7789742764313535
],
[
-2.072020393632556,
-2.117784657637216,
-2.159911931362752,
-2.198066855165627,
-2.2319479040642762,
-2.261293471500065,
-2.28588698850406,
-2.305560866805301,
-2.3201991186897746,
-2.329738581276615,
-2.3341687500427755,
-2.333530297720346,
-2.3279124139593472,
-2.3174491451717834,
-2.302314942100721,
-2.2827196357572,
-2.2589030619023323,
-2.23112954195926,
-2.1996824062414917,
-2.16485871633391,
-2.1269643104250906,
-2.086309261467129,
-2.0432038059223356,
-1.9979547725075335,
-1.9508625168835751,
-1.9022183500114536,
-1.8523024346782548,
-1.8013821158920618,
-1.7497106456897233,
-1.6975262605983414,
-1.6450515698041759,
-1.5924932133795386,
-1.5400417521890466,
-1.4878717539473894,
-1.4361420430403526,
-1.3849960849440561,
-1.3345624792441864,
-1.2849555382802405,
-1.2362759312670055,
-1.1886113763515431,
-1.14203736544111,
-1.0966179087879167,
-1.0524062882511223,
-1.009445809887848,
-0.9677705480682263,
-0.9274060746798696,
-0.8883701681993873,
-0.8506734984761897,
-0.8143202840102282,
-0.7793089193218001
],
[
-2.074097492239643,
-2.119633672833376,
-2.1615385497036175,
-2.199478934582493,
-2.2331551670385723,
-2.262307172868333,
-2.2867195745276727,
-2.306225639349364,
-2.3207099153242083,
-2.33010947928495,
-2.334413799903304,
-2.333663289649854,
-2.327946679526689,
-2.317397394698692,
-2.3021891374632193,
-2.282530897205887,
-2.2586616066095226,
-2.2308446512097015,
-2.1993624175755837,
-2.1645110365875646,
-2.1265954455156546,
-2.085924858931673,
-2.042808706571627,
-1.9975530680439666,
-1.9504576108735305,
-1.9018130201411323,
-1.8518988947156423,
-1.800982076201619,
-1.749315371491873,
-1.6971366274347786,
-1.6446681158705583,
-1.5921161885314334,
-1.5396711635269935,
-1.487507407954163,
-1.4357835842882176,
-1.3846430314189675,
-1.334214254354388,
-1.284611499631561,
-1.235935396299858,
-1.1882736449464217,
-1.141701739610637,
-1.0962837095849802,
-1.0520728700337227,
-1.0091125720915537,
-0.9674369446466359,
-0.9270716213812548,
-0.8880344478536614,
-0.8503361644704346,
-0.8139810621327245,
-0.7789676081542586
],
[
-2.0726750339905267,
-2.1178843636685944,
-2.1594777670771332,
-2.1971253816469947,
-2.2305304331833016,
-2.2594352324569718,
-2.283626246674724,
-2.3029380312040226,
-2.317255869767595,
-2.3265170454875204,
-2.330710742129049,
-2.3298766463310017,
-2.3241023812324784,
-2.313519946365852,
-2.2983013672298087,
-2.278653771422684,
-2.2548141081322592,
-2.227043715975822,
-2.195622922844951,
-2.1608458331647946,
-2.1230154258015688,
-2.082439052729849,
-2.0394243970984722,
-1.9942759214202228,
-1.947291813371076,
-1.8987614185012045,
-1.8489631358529397,
-1.7981627435058065,
-1.7466121157054473,
-1.6945482907160516,
-1.642192848150122,
-1.5897515556547903,
-1.5374142469635754,
-1.4853548960628329,
-1.4337318552784104,
-1.3826882282505337,
-1.332352351889167,
-1.2828383643962327,
-1.234246839248796,
-1.1866654676310966,
-1.140169774171646,
-1.0948238529866208,
-1.0506811129607438,
-1.0077850229242502,
-0.9661698489241147,
-0.9258613771542867,
-0.886877617317927,
-0.8492294822582878,
-0.8129214406273165,
-0.7779521401737264
],
[
-2.0678049940282723,
-2.1125918318673764,
-2.1537874624595506,
-2.191066453034888,
-2.224135897686705,
-2.252741317414857,
-2.2766716632982975,
-2.295763210161532,
-2.309902188913171,
-2.3190260780045837,
-2.323123549870967,
-2.3222331386036053,
-2.316440754220299,
-2.3058762133032,
-2.29070898454377,
-2.271143361582889,
-2.247413275943382,
-2.2197769516679293,
-2.188511582694211,
-2.15390818661994,
-2.116266757231011,
-2.0758918058708673,
-2.0330883509340683,
-1.9881583873330038,
-1.9413978448254234,
-1.8930940260082634,
-1.8435235014415214,
-1.7929504302676158,
-1.7416252691545073,
-1.6897838296830123,
-1.6376466437256418,
-1.585418597319435,
-1.5332887955185026,
-1.4814306233304808,
-1.4300019708006075,
-1.3791455933932308,
-1.3289895818874866,
-1.279647918954464,
-1.2312211023598474,
-1.1837968173061473,
-1.1374506427813034,
-1.0922467789132049,
-1.0482387842513927,
-1.0054703136186451,
-0.9639758487100276,
-0.9237814149803432,
-0.8849052795664969,
-0.8473586260530159,
-0.8111462028197826,
-0.7762669425226062
],
[
-2.059566483368717,
-2.103839308611266,
-2.1445545415082568,
-2.181392214440446,
-2.214064215065964,
-2.24232005772922,
-2.2659517907746136,
-2.284797831305455,
-2.298745577038557,
-2.307732714425034,
-2.3117472152116103,
-2.3108260822427655,
-2.3050529634302817,
-2.2945547969081366,
-2.2794976793296287,
-2.260082163576636,
-2.2365381932251442,
-2.209119870774138,
-2.1781002370841103,
-2.1437662132378184,
-2.1064138259288363,
-2.0663438062712034,
-2.023857622019603,
-1.9792539764012351,
-1.9328257841884309,
-1.8848576177214769,
-1.8356236022354793,
-1.7853857306114562,
-1.7343925619293221,
-1.682878265257342,
-1.631061969303226,
-1.5791473792878457,
-1.5273226241930975,
-1.4757602999915629,
-1.4246176772922872,
-1.3740370448179466,
-1.3241461631134628,
-1.275058805774566,
-1.2268753682142168,
-1.1796835265210432,
-1.133558931290698,
-1.0885659234260894,
-1.0447582608107726,
-1.0021798464719471,
-0.9608654503777996,
-0.9208414183724628,
-0.8821263629541864,
-0.8447318316618451,
-0.8086629497640765,
-0.7739190347563937
],
[
-2.0480635900767847,
-2.091735880710719,
-2.1318925619660822,
-2.168220082519501,
-2.200435977570166,
-2.2282944829607794,
-2.2515913215768157,
-2.270167459675979,
-2.2839116856910167,
-2.2927619301381794,
-2.296705315136502,
-2.29577698826716,
-2.290057852153855,
-2.2796713446327264,
-2.2647794533758545,
-2.2455781636435237,
-2.222292539715612,
-2.195171631261653,
-2.164483377601137,
-2.130509657964202,
-2.0935416071697497,
-2.0538752862325134,
-2.011807768591436,
-1.967633676662081,
-1.921642181343252,
-1.8741144594190025,
-1.8253215904590203,
-1.7755228654531214,
-1.7249644734489904,
-1.6738785292510463,
-1.6224824041532648,
-1.570978322153417,
-1.5195531856532207,
-1.4683785969054444,
-1.4176110441296241,
-1.3673922240655734,
-1.3178494756129409,
-1.2690963020117918,
-1.2212329616866062,
-1.1743471103653997,
-1.128514479378055,
-1.083799577127647,
-1.0402564026186065,
-0.9979291616245938,
-0.9568529775980019,
-0.9170545907751303,
-0.8785530401290941,
-0.8413603238790365,
-0.8054820351922166,
-0.7709179705254507
],
[
-2.0334228242666206,
-2.0764138009106636,
-2.11593892458641,
-2.1516919152603555,
-2.1833967269063086,
-2.210812979653631,
-2.2337406032700056,
-2.252023497368641,
-2.2655520650533063,
-2.274264538870593,
-2.2781470841145315,
-2.277232727804752,
-2.2715992163824628,
-2.261365947737838,
-2.24669015207594,
-2.2277625114199093,
-2.2048024103166997,
-2.178053002224737,
-2.147776259202052,
-2.114248149268623,
-2.0777540587416894,
-2.038584548431643,
-1.997031505019938,
-1.9533847238885427,
-1.9079289382037534,
-1.860941291673178,
-1.812689239114932,
-1.7634288494942627,
-1.713403479885973,
-1.6628427853227448,
-1.6119620280998468,
-1.560961650286848,
-1.5100270744867403,
-1.4593286999064596,
-1.409022063267811,
-1.3592481367748668,
-1.31013373810498,
-1.2617920300964727,
-1.214323090395733,
-1.1678145337567614,
-1.1223421719341036,
-1.0779706981671107,
-1.0347543851193044,
-0.9927377868183598,
-0.9519564366490226,
-0.9124375347946683,
-0.8742006197154931,
-0.8372582193044535,
-0.8016164782876031,
-0.7672757592449387
],
[
-2.015790274642489,
-2.0580254975423142,
-2.096851751631754,
-2.1319707787551367,
-2.1631136320099453,
-2.1900459055098267,
-2.2125722163534456,
-2.2305397532199684,
-2.2438407535667277,
-2.252413829301726,
-2.2562441228749064,
-2.255362335624677,
-2.2498427226092996,
-2.239800189488313,
-2.2253866556178146,
-2.206786863230203,
-2.184213816267044,
-2.157904025662863,
-2.1281127226116765,
-2.095109179859981,
-2.059172255771803,
-2.0205862491479007,
-1.979637126607066,
-1.9366091603460727,
-1.8917819933358269,
-1.8454281320078607,
-1.7978108533175694,
-1.7491825034973638,
-1.6997831593960848,
-1.6498396195090816,
-1.59956469009208,
-1.5491567316145058,
-1.4987994318032936,
-1.4486617732916054,
-1.398898166129956,
-1.3496487179197931,
-1.3010396169312362,
-1.2531836061535535,
-1.2061805287236445,
-1.1601179275362252,
-1.1150716840330126,
-1.0711066831839589,
-1.0282774935094792,
-0.9866290526518583,
-0.9461973504951512,
-0.9070101031649922,
-0.8690874124245035,
-0.832442406030689,
-0.7970818555384994,
-0.7630067688480826
],
[
-1.9953285862646446,
-2.036740400620713,
-2.07480657685384,
-2.109237520237698,
-2.1397719676031692,
-2.166181998662801,
-2.1882773414368852,
-2.205908796187866,
-2.218970645984979,
-2.2274019754917997,
-2.2311868772809844,
-2.230353581174377,
-2.224972591835523,
-2.215153959648956,
-2.2010438380133923,
-2.182820496190952,
-2.160689961474746,
-2.134881459038979,
-2.105642804260683,
-2.073235882682193,
-2.037932329377438,
-2.0000094944834537,
-1.9597467569875762,
-1.9174222260345166,
-1.873309849058968,
-1.8276769295055033,
-1.7807820439000326,
-1.7328733384160169,
-1.6841871784634284,
-1.634947120749598,
-1.5853631752238915,
-1.5356313238487045,
-1.485933263822258,
-1.436436344360224,
-1.3872936681423855,
-1.3386443308279186,
-1.290613774475211,
-1.2433142331532494,
-1.196845251419987,
-1.151294258617592,
-1.1067371840627522,
-1.0632391001770818,
-1.0208548824010473,
-0.9796298763671035,
-0.9396005642785015,
-0.9007952237583925,
-0.8632345736086152,
-0.8269324019593883,
-0.7918961732100633,
-0.7581276109674944
],
[
-1.9722138646567666,
-2.0127416962652136,
-2.049992965064698,
-2.0836872710022383,
-2.113571521736882,
-2.139424713733912,
-2.1610620496839537,
-2.178338227273268,
-2.1911497742424957,
-2.1994363536828736,
-2.203181016754792,
-2.2024094323094356,
-2.197188169705726,
-2.1876221491352354,
-2.1738514011413193,
-2.1560472932064796,
-2.1344083867668333,
-2.1091560839942063,
-2.0805302118446862,
-2.048784673182999,
-2.0141832733490315,
-1.9769958073694234,
-1.937494469932369,
-1.8959506286663639,
-1.8526319821900152,
-1.8078001083908142,
-1.761708395628699,
-1.7146003399404637,
-1.666708184541092,
-1.6182518735723932,
-1.5694382896910026,
-1.520460744284796,
-1.4714986894655016,
-1.422717622171468,
-1.37426915245241,
-1.326291210082621,
-1.2789083658957516,
-1.2322322465330506,
-1.1863620235639107,
-1.141384960115046,
-1.0973770001981262,
-1.0544033878340158,
-1.0125193048265562,
-0.9717705176376865,
-0.9321940252619878,
-0.8938187012994696,
-0.8566659245872968,
-0.820750193784909,
-0.7860797222203618,
-0.7526570101094446
],
[
-1.9466326014877917,
-1.9862231103630692,
-2.022611167477803,
-2.055525990068352,
-2.0847230471542972,
-2.109988602629756,
-2.1311436366342376,
-2.1480469911922615,
-2.1605976223337455,
-2.1687358855369117,
-2.1724438300973143,
-2.171744526334236,
-2.166700493269621,
-2.1574113304384697,
-2.144010683943535,
-2.126662693073529,
-2.1055580700594394,
-2.0809099628620373,
-2.0529497407689417,
-2.0219228268342997,
-1.9880846817425066,
-1.9516970223933279,
-1.9130243370599687,
-1.872330738708466,
-1.8298771799487301,
-1.7859190376849345,
-1.7407040630728863,
-1.694470682829085,
-1.647446631035295,
-1.599847885998446,
-1.5518778840643999,
-1.5037269811527272,
-1.4555721328132203,
-1.407576764486875,
-1.359890805120134,
-1.3126508591189003,
-1.2659804936759422,
-1.2199906206384674,
-1.1747799542144168,
-1.1304355278859655,
-1.0870332558665252,
-1.044638526279349,
-1.0033068149392408,
-0.9630843101785841,
-0.924008540576098,
-0.8861089987254755,
-0.849407755327857,
-0.8139200589146984,
-0.7796549174140935,
-0.7466156585731178
],
[
-1.9187787034166401,
-1.9573858074397719,
-1.9928689028429272,
-2.0249671422719677,
-2.053444853318116,
-2.0780958395041966,
-2.098747100743075,
-2.1152618303115758,
-2.127541578092509,
-2.1355275102455176,
-2.13920073985337,
-2.1385817474146656,
-2.1337289506009074,
-2.1247365165683685,
-2.1117315354727015,
-2.0948706898995537,
-2.0743365618278213,
-2.050333717314083,
-2.023084700646559,
-1.9928260558861348,
-1.9598044762401037,
-1.9242731623165144,
-1.8864884505260124,
-1.8467067539932986,
-1.805181841235092,
-1.7621624631306307,
-1.7178903266177912,
-1.6725984041016375,
-1.6265095605901518,
-1.579835475787764,
-1.5327758354392558,
-1.485517764771851,
-1.4382354765977743,
-1.3910901072169597,
-1.344229714447002,
-1.2977894137002706,
-1.2518916298640483,
-1.206646444695948,
-1.1621520214325665,
-1.1184950902606827,
-1.0757514801730743,
-1.0339866844980756,
-0.9932564490364194,
-0.9536073732535716,
-0.9150775163586212,
-0.8776970013535523,
-0.8414886112647514,
-0.8064683727777383,
-0.772646123393377,
-0.7400260590176223
],
[
-1.8888506899192017,
-1.9264354735542157,
-1.960978335988079,
-1.9922285849536663,
-2.019959615553982,
-2.0439729682965497,
-2.0641018466357663,
-2.0802139620008653,
-2.0922136036986494,
-2.1000428674848846,
-2.103682016781099,
-2.103148990938234,
-2.098498112303087,
-2.089818075465946,
-2.077229326184458,
-2.060880953248017,
-2.0409472239583772,
-2.017623893613004,
-1.9911244125209857,
-1.9616761420974917,
-1.9295166760429503,
-1.8948903450780719,
-1.8580449655895692,
-1.8192288750182748,
-1.7786882807719437,
-1.7366649354421324,
-1.6933941394398244,
-1.6491030628954975,
-1.6040093716798902,
-1.5583201374623068,
-1.512231008541348,
-1.4659256164483616,
-1.4195751927325218,
-1.3733383706143616,
-1.3273611471039437,
-1.2817769825222465,
-1.2367070159828004,
-1.1922603771607743,
-1.1485345765075037,
-1.1056159578917293,
-1.0635801994180354,
-1.022492849857,
-0.982409889700201,
-0.9433783073166955,
-0.9054366820305376,
-0.8686157671617999,
-0.8329390671787941,
-0.7984234041019844,
-0.7650794691859679,
-0.7329123566916937
],
[
-1.8570491095270627,
-1.89357963434454,
-1.9271533064941575,
-1.9575297174808486,
-1.9844914569715804,
-2.0078479298387446,
-2.0274386712852617,
-2.0431360386769004,
-2.0548471850573247,
-2.062515251982625,
-2.0661197555155537,
-2.0656761758918014,
-2.0612347955798116,
-2.052878859783268,
-2.040722156201828,
-2.0249061261973913,
-2.0055966272864656,
-1.9829804675915594,
-1.9572618274928928,
-1.9286586734836595,
-1.8973992555485348,
-1.863718763660164,
-1.8278562025135543,
-1.7900515274803857,
-1.7505430697994298,
-1.7095652657892377,
-1.6673466936886197,
-1.624108412697023,
-1.5800625918357898,
-1.5354114112046402,
-1.4903462148215796,
-1.4450468922386759,
-1.3996814652487857,
-1.354405855989003,
-1.3093638133819012,
-1.264686975948668,
-1.2204950504246654,
-1.1768960871870102,
-1.133986835171701,
-1.0918531606458695,
-1.0505705158586258,
-1.0102044451875836,
-0.9708111179045597,
-0.9324378780899419,
-0.8951238035234574,
-0.8589002665670853,
-0.8237914911350462,
-0.7898151008187934,
-0.7569826541066752,
-0.7253001634141415
],
[
-1.8235742081226456,
-1.8590252424355986,
-1.891606842275272,
-1.9210889289743394,
-1.9472633392008216,
-1.9699474053250194,
-1.9889870707563038,
-2.0042594291077207,
-2.0156745995837486,
-2.0231768801832017,
-2.026745152794244,
-2.0263925473693885,
-2.0221654035311016,
-2.0141415949945447,
-2.002428303537065,
-1.9871593440162854,
-1.9684921499295056,
-1.9466045305724922,
-1.9216913067894812,
-1.893960923690429,
-1.8636321267821883,
-1.8309307739708156,
-1.7960868410140474,
-1.7593316632353846,
-1.7208954424413794,
-1.6810050355601662,
-1.6398820308702147,
-1.597741108944978,
-1.5547886785806806,
-1.511221772871012,
-1.467227187044902,
-1.4229808374605317,
-1.3786473200108376,
-1.334379645915627,
-1.2903191332471056,
-1.2465954333832803,
-1.2033266727586247,
-1.1606196916660028,
-1.118570363364746,
-1.0772639782963864,
-1.0367756797497947,
-0.9971709388145517,
-0.9585060578891832,
-0.9208286933540982,
-0.8841783892672588,
-0.8485871150895278,
-0.8140798014957142,
-0.7806748692773263,
-0.7483847471980256,
-0.717216375426713
],
[
-1.7886238686419969,
-1.822976553218902,
-1.854548976805768,
-1.8831213628418741,
-1.9084947805909422,
-1.9304944950617637,
-1.9489728869469933,
-1.9638118411640044,
-1.9749245235537796,
-1.9822564913154537,
-1.9857861117984836,
-1.9855242940486773,
-1.9815135657571012,
-1.9738265530495944,
-1.962563940435318,
-1.9478520023467092,
-1.9298398057758204,
-1.9086961857798381,
-1.8846065927357238,
-1.85776990309104,
-1.828395275061928,
-1.7966991183827004,
-1.762902233865725,
-1.7272271651027913,
-1.689895791861633,
-1.6511271831365246,
-1.6111357177321262,
-1.5701294718554946,
-1.5283088664767888,
-1.4858655621090544,
-1.4429815849927907,
-1.3998286662583743,
-1.3565677742695395,
-1.3133488198218892,
-1.2703105139929518,
-1.2275803590501329,
-1.1852747537810773,
-1.1434991958005776,
-1.1023485647199964,
-1.0619074714664127,
-1.0222506604565549,
-0.9834434527255973,
-0.9455422194551872,
-0.9085948766199705,
-0.8726413926654735,
-0.8377143022358611,
-0.8038392199848672,
-0.7710353494272449,
-0.7393159826230944,
-0.7086889872368594
],
[
-1.7523918292756129,
-1.7856332950853233,
-1.8161848751912781,
-1.8438370026296926,
-1.8683999059584986,
-1.8897067364682882,
-1.90761629852597,
-1.922015290793001,
-1.9328199847081473,
-1.9399772897584708,
-1.943465180952339,
-1.9432924905869238,
-1.9394980919110174,
-1.932149524901928,
-1.9213411327856424,
-1.907191791310304,
-1.8898423208155077,
-1.869452673963839,
-1.8461989901261453,
-1.8202706016126973,
-1.7918670681478293,
-1.7611953051730365,
-1.7284668596741082,
-1.6938953750926042,
-1.657694275181888,
-1.6200746859101816,
-1.5812436050323426,
-1.5414023209268175,
-1.5007450757719574,
-1.4594579630666293,
-1.4177180457628284,
-1.3756926787148627,
-1.3335390175799042,
-1.291403695550958,
-1.2494226491942002,
-1.207721075047885,
-1.1664134993865996,
-1.1256039445540609,
-1.085386176429501,
-1.0458440188472085,
-1.0070517220807964,
-0.9690743737929122,
-0.9319683421071938,
-0.8957817416617346,
-0.860554914637879,
-0.8263209198163787,
-0.7931060236901064,
-0.7609301885570345,
-0.7298075533294235,
-0.6997469035277843
],
[
-1.7150661772712754,
-1.7471891297581181,
-1.776713263439065,
-1.803439072492448,
-1.827185820431457,
-1.847794453478908,
-1.8651301482106666,
-1.8790844097643014,
-1.88957665346375,
-1.896555223234298,
-1.899997823202327,
-1.899911362706066,
-1.896331237891045,
-1.8893200936113117,
-1.8789661263173278,
-1.8653810012066347,
-1.8486974648022072,
-1.8290667373650877,
-1.806655768539209,
-1.7816444350081218,
-1.7542227515104134,
-1.7245881571658228,
-1.69294292854069,
-1.6594917599808572,
-1.624439541088277,
-1.5879893512949639,
-1.5503406826240782,
-1.5116878941153034,
-1.4722188951026773,
-1.4321140495487483,
-1.3915452898733203,
-1.3506754260395946,
-1.309657633925151,
-1.2686351060534684,
-1.2277408474425284,
-1.187097599501451,
-1.1468178754524034,
-1.1070040915688424,
-1.0677487795163585,
-1.0291348661899977,
-0.9912360086066234,
-0.9541169725914251,
-0.9178340451623921,
-0.8824354716426328,
-0.8479619096025108,
-0.8144468927404233,
-0.7819172987474434,
-0.7503938160624993,
-0.7198914052119698,
-0.6904197511401198
],
[
-1.6768281077364602,
-1.7078303904127956,
-1.7363251470888479,
-1.7621227371706636,
-1.7850512913233423,
-1.8049594206933723,
-1.8217185895527632,
-1.8352250755976158,
-1.8454014568113075,
-1.852197581978598,
-1.855591002362553,
-1.8555868632893504,
-1.8522172749648087,
-1.8455402004418584,
-1.835637914207086,
-1.8226150966347803,
-1.8065966372151898,
-1.7877252229996579,
-1.7661587884170977,
-1.7420678990299012,
-1.7156331355850192,
-1.6870425366158268,
-1.6564891485967295,
-1.6241687229180686,
-1.5902775893064691,
-1.5550107262148587,
-1.5185600404685409,
-1.4811128612780304,
-1.4428506477082068,
-1.4039479038347311,
-1.364571292064098,
-1.3248789323452579,
-1.2850198731330762,
-1.245133718843145,
-1.205350398030386,
-1.1657900565056996,
-1.1265630599625072,
-1.087770091321876,
-1.0495023288382148,
-1.0118416919702122,
-0.9748611430592183,
-0.9386250339280608,
-0.9031894875841299,
-0.8686028062577216,
-0.8349058980128296,
-0.8021327151204507,
-0.7703106982762309,
-0.7394612215707179,
-0.7096000338789464,
-0.6807376930269964
],
[
-1.6378509312539555,
-1.6677350795864192,
-1.6952027995869359,
-1.7200740804926424,
-1.7421857159976104,
-1.761393819536061,
-1.7775760301837522,
-1.7906333407309867,
-1.8004914924799642,
-1.8071018973956234,
-1.8104420663301184,
-1.810515540918435,
-1.8073513451465535,
-1.8010029893662747,
-1.7915470737262746,
-1.7790815489423784,
-1.7637236996910381,
-1.7456079196302494,
-1.7248833473508864,
-1.7017114298634735,
-1.6762634750943106,
-1.6487182479359757,
-1.61925965631077,
-1.5880745650631318,
-1.5553507668151731,
-1.5212751306187888,
-1.486031941624787,
-1.44980143826705,
-1.4127585477347486,
-1.3750718158062538,
-1.3369025234129646,
-1.2984039795154916,
-1.2597209779080458,
-1.2209894043062712,
-1.1823359794030672,
-1.1438781233844915,
-1.105723927581887,
-1.0679722194061791,
-1.030712707388287,
-0.9940261939714707,
-0.9579848446135741,
-0.922652502718104,
-0.8880850408889339,
-0.8543307399700532,
-0.8214306882695541,
-0.789419194263248,
-0.7583242069182112,
-0.7281677385647104,
-0.6989662859728314,
-0.6707312459566451
],
[
-1.5982993104055883,
-1.6270721051741097,
-1.6535189970925253,
-1.6774693377203067,
-1.6987683499608934,
-1.7172794599104697,
-1.732886344616009,
-1.745494634014906,
-1.7550332168330205,
-1.7614551144215214,
-1.764737902514287,
-1.7648836776391912,
-1.7619185813378413,
-1.755891910432767,
-1.7468748544919355,
-1.7349589117726585,
-1.7202540419393537,
-1.702886617661699,
-1.6829972379639648,
-1.6607384642529328,
-1.6362725357688446,
-1.6097691153228861,
-1.5814031091634313,
-1.5513525971808988,
-1.5197969018870794,
-1.4869148170725122,
-1.4528830100491628,
-1.4178746051244226,
-1.3820579505443211,
-1.345595566632812,
-1.3086432692300018,
-1.2713494597429476,
-1.2338545710889322,
-1.1962906574392445,
-1.1587811148615579,
-1.1214405196129318,
-1.0843745708613286,
-1.047680124928369,
-1.011445308677282,
-0.9757497003565802,
-0.9406645669999121,
-0.9062531483350149,
-0.8725709780360391,
-0.8396662340380917,
-0.807580110501184,
-0.7763472048479414,
-0.7459959140955245,
-0.7165488354497028,
-0.6880231668241282,
-0.6604311035877182
],
[
-1.5583287031426083,
-1.5860007307484074,
-1.6114364744242002,
-1.6344743551385128,
-1.6549677675335097,
-1.6727872389388023,
-1.6878223277496054,
-1.6999832055813582,
-1.7092018777895321,
-1.7154330094821408,
-1.7186543382892532,
-1.718866669997043,
-1.7160934677771573,
-1.7103800592739322,
-1.701792497515706,
-1.6904161209453759,
-1.6763538644946312,
-1.6597243774518131,
-1.640660004997452,
-1.61930468896912,
-1.5958118400575012,
-1.5703422286843502,
-1.5430619357535218,
-1.5141403977633088,
-1.4837485738413014,
-1.4520572554638336,
-1.4192355332250477,
-1.3854494292224893,
-1.350860698547916,
-1.31562579907285,
-1.2798950252037151,
-1.243811798518807,
-1.2075121061282417,
-1.1711240761424424,
-1.1347676787100118,
-1.0985545406066393,
-1.0625878612413557,
-1.0269624181192745,
-0.9917646501944353,
-0.9570728081043784,
-0.9229571609504611,
-0.8894802500346547,
-0.8566971807512055,
-0.8246559446345447,
-0.793397764362576,
-0.7629574552916127,
-0.7333637978445389,
-0.7046399157791444,
-0.6768036560235707,
-0.6498679663774912
],
[
-1.518084990037691,
-1.5446702156772865,
-1.5691075762218938,
-1.5912442497547996,
-1.61094152697979,
-1.6280768079354024,
-1.6425453597737238,
-1.654261785606746,
-1.663161163421425,
-1.6691998251275175,
-1.672355758280869,
-1.6726286261609093,
-1.670039414882011,
-1.664629728330688,
-1.6564607622992698,
-1.645611997740667,
-1.6321796592930602,
-1.6162749890007342,
-1.5980223865473613,
-1.577557466528039,
-1.5550250806320942,
-1.5305773484765572,
-1.5043717356320254,
-1.4765692115267053,
-1.4473325137726136,
-1.4168245393495993,
-1.385206877263877,
-1.3526384919560293,
-1.3192745619936208,
-1.2852654745127372,
-1.2507559724910482,
-1.2158844492252037,
-1.180782382304097,
-1.1455738978560455,
-1.1103754548321696,
-1.0752956384964696,
-1.0404350520537147,
-1.0058862953913084,
-0.9717340201796351,
-0.938055051012998,
-0.9049185628339149,
-0.8723863055281171,
-0.8405128672738803,
-0.8093459689515556,
-0.7789267826463787,
-0.7492902679941414,
-0.7204655208126645,
-0.6924761291238661,
-0.6653405322945477,
-0.639072379605899
],
[
-1.477704262511152,
-1.503219620744739,
-1.5266740777787504,
-1.5479232424789529,
-1.5668360125709933,
-1.5832964193996866,
-1.597205253788625,
-1.6084814280774695,
-1.6170630373694568,
-1.622908092777991,
-1.6259949104692233,
-1.6263221519115156,
-1.6239085222853684,
-1.618792144829276,
-1.611029638434057,
-1.6006949336132803,
-1.5878778677868493,
-1.5726826044943092,
-1.5552259227327665,
-1.5356354222482118,
-1.5140476885558636,
-1.4906064580463778,
-1.4654608191037082,
-1.4387634800699478,
-1.4106691294722875,
-1.3813329084657064,
-1.3509090101759256,
-1.3195494157315437,
-1.2874027723740669,
-1.254613415204132,
-1.2213205308915913,
-1.1876574590428475,
-1.1537511248512287,
-1.1197215951089068,
-1.0856817485741543,
-1.05173705100357,
-1.0179854248128697,
-0.9845172032612549,
-0.9514151592082565,
-0.9187545988182749,
-0.886603511043354,
-0.8550227642620917,
-0.8240663420605212,
-0.7937816107839735,
-0.7642096121466273,
-0.7353853748409475,
-0.7073382397305653,
-0.6800921938269766,
-0.6536662088364957,
-0.6280745806140988
],
[
-1.4373127498857206,
-1.4617777559199643,
-1.4842671510987933,
-1.50464463938584,
-1.522786427385868,
-1.5385829272058373,
-1.5519402588821438,
-1.5627815120452242,
-1.5710477335246569,
-1.576698616200358,
-1.5797128741117046,
-1.5800882990969118,
-1.5778415044717227,
-1.5730073709101176,
-1.5656382182689312,
-1.5558027342153868,
-1.5435846959102655,
-1.5290815245446308,
-1.512402714228262,
-1.4936681767013356,
-1.473006541793461,
-1.4505534507535094,
-1.4264498758194604,
-1.400840494994505,
-1.3738721462344636,
-1.3456923803887024,
-1.3164481274884274,
-1.286284486509772,
-1.2553436446758912,
-1.223763928778601,
-1.1916789879346799,
-1.1592171046514297,
-1.1265006290432034,
-1.0936455294808543,
-1.0607610518233748,
-1.0279494786234231,
-0.9953059792627226,
-0.9629185418056331,
-0.9308679774104561,
-0.8992279883628057,
-0.8680652911526533,
-0.8374397864723446,
-0.8074047685363306,
-0.7780071666901149,
-0.7492878128653342,
-0.7212817290333362,
-0.6940184293986665,
-0.6675222326453739,
-0.6418125800969499,
-0.6169043561683505
],
[
-1.3970268643719972,
-1.4204632483469206,
-1.4420074533207048,
-1.4615309373813168,
-1.4789169124720474,
-1.4940619150502463,
-1.5068771933052723,
-1.517289874755736,
-1.5252438842620875,
-1.5307005900753703,
-1.5336391640982778,
-1.534056651594747,
-1.5319677546547061,
-1.5274043423206394,
-1.520414707985783,
-1.5110626011364843,
-1.499426065496805,
-1.4855961190168376,
-1.4696753129151676,
-1.4517762072252756,
-1.4320197991699744,
-1.4105339384186668,
-1.3874517601210867,
-1.362910162822238,
-1.3370483541980027,
-1.3100064832405751,
-1.281924373260949,
-1.2529403660198306,
-1.2231902835641235,
-1.1928065110117338,
-1.1619172006365766,
-1.1306455951735392,
-1.0991094662828778,
-1.0674206625598837,
-1.0356847603140835,
-1.0040008095293178,
-0.9724611669064476,
-0.9411514076382985,
-0.9101503075270737,
-0.8795298871873024,
-0.8493555103450336,
-0.8196860286138083,
-0.7905739655714651,
-0.7620657334555122,
-0.7342018763178849,
-0.7070173340168076,
-0.6805417219600823,
-0.6547996220413475,
-0.6298108807190717,
-0.6055909106731743
],
[
-1.3569533446447253,
-1.379384710351906,
-1.4000053165230337,
-1.418694032592728,
-1.435340770091768,
-1.4498479303864211,
-1.4621316845941748,
-1.4721230532353005,
-1.4797687586758568,
-1.4850318301045708,
-1.4878919483264847,
-1.488345525652815,
-1.486405524198099,
-1.4821010235488559,
-1.4754765556729477,
-1.4665912307934923,
-1.4555176825402034,
-1.4423408638956061,
-1.427156727247051,
-1.410070822299085,
-1.3911968448232535,
-1.3706551674057876,
-1.348571380710144,
-1.325074870525738,
-1.3002974522465567,
-1.2743720806173213,
-1.2474316487753856,
-1.219607886948995,
-1.1910303677563578,
-1.1618256219630188,
-1.132116365844605,
-1.1020208389892567,
-1.071652249460597,
-1.0411183217113233,
-1.0105209414636382,
-0.9799558909207835,
-0.9495126671062303,
-0.9192743758035862,
-0.8893176934526777,
-0.8597128894080053,
-0.8305239011520339,
-0.8018084553462477,
-0.7736182279717976,
-0.7459990372356006,
-0.7189910633774548,
-0.6926290899934003,
-0.6669427619765768,
-0.6419568556588836,
-0.6176915572066461,
-0.594162745774799
],
[
-1.3171894803984534,
-1.338640989149345,
-1.358361019945777,
-1.376235511941794,
-1.3921607710053718,
-1.4060448033736055,
-1.4178084958204853,
-1.427386613261839,
-1.4347285895824278,
-1.4397990933665148,
-1.4425783568586121,
-1.4430622635378523,
-1.441262196796999,
-1.437204659021941,
-1.4309306765486132,
-1.4224950112662076,
-1.4119652038455897,
-1.3994204765857485,
-1.384950525656024,
-1.3686542331066345,
-1.3506383285274468,
-1.3310160288015411,
-1.3099056822047892,
-1.2874294403360294,
-1.2637119782159685,
-1.238879279544791,
-1.2130575007166204,
-1.1863719238856885,
-1.1589460062671217,
-1.1309005300109765,
-1.1023528544601646,
-1.0734162704176433,
-1.0441994542126012,
-1.0148060178614808,
-0.9853341504481463,
-0.9558763449714911,
-0.926519204296831,
-0.8973433194659846,
-0.8684232134361585,
-0.8398273432969006,
-0.8116181541271151,
-0.7838521778726056,
-0.7565801709239213,
-0.7298472844329698,
-0.7036932618065229,
-0.6781526582390262,
-0.6532550775841072,
-0.6290254223022095,
-0.605484152653121,
-0.5826475517201976
],
[
-1.2778234020668129,
-1.2983214818580244,
-1.317165127718129,
-1.334247010517906,
-1.349469527991591,
-1.3627460326746088,
-1.3740019195012216,
-1.3831755470109106,
-1.3902189704112256,
-1.395098469945462,
-1.397794863870733,
-1.3983036015781878,
-1.3966346386751982,
-1.3928121018955786,
-1.3868737572301642,
-1.378870299445147,
-1.3688644850055125,
-1.3569301332399997,
-1.3431510223329455,
-1.3276197074322216,
-1.3104362878989029,
-1.2917071496137411,
-1.2715437064457114,
-1.2500611626413751,
-1.22737731517531,
-1.203611412167477,
-1.1788830804643584,
-1.1533113325163822,
-1.1270136598609461,
-1.1001052179111088,
-1.0726981044038009,
-1.044900731808085,
-1.0168172922452767,
-0.9885473120266148,
-0.9601852917576522,
-0.9318204270717274,
-0.9035364044114816,
-0.8754112658500594,
-0.8475173367028108,
-0.8199212095973593,
-0.7926837787176922,
-0.7658603180910506,
-0.7395005980220424,
-0.713649034076312,
-0.688344863358822,
-0.663622343203798,
-0.6395109677827675,
-0.6160356985324623,
-0.5932172046979398,
-0.5710721106710005
],
[
-1.2389344216745877,
-1.25850650134519,
-1.2764988771944612,
-1.292810619475227,
-1.3073499199861198,
-1.3200352221802396,
-1.330796222980946,
-1.339574722967777,
-1.3463253053994546,
-1.3510158291290129,
-1.353627725629418,
-1.3541560958417433,
-1.3526096081196657,
-1.3490102039130196,
-1.343392622769948,
-1.3358037625382726,
-1.326301894158589,
-1.3149557530648135,
-1.3018435309019643,
-1.2870517920474662,
-1.2706743393418423,
-1.2528110525929756,
-1.2335667219387647,
-1.2130498961726366,
-1.1913717637968422,
-1.168645082005775,
-1.1449831661412784,
-1.120498949511045,
-1.0953041209097436,
-1.0695083447983136,
-1.0432185669298026,
-1.0165384062903944,
-0.9895676325688472,
-0.9624017269778343,
-0.935131523120219,
-0.9078429237065098,
-0.8806166882669509,
-0.8535282865393209,
-0.826647811927062,
-0.800039949286566,
-0.7737639912934434,
-0.7478738977323728,
-0.7224183922328223,
-0.6974410912148695,
-0.6729806600988406,
-0.6490709921551796,
-0.6257414057146555,
-0.6030168558134766,
-0.5809181567044329,
-0.5594622120173827
],
[
-1.200593412513099,
-1.219267680240224,
-1.2364346049178672,
-1.2519993311754185,
-1.2658755532864014,
-1.2779865548577827,
-1.2882661312575456,
-1.2966593738772723,
-1.3031232986937957,
-1.3076273056429153,
-1.3101534598712257,
-1.3106965907798043,
-1.3092642096921305,
-1.305876251744798,
-1.3005646520055454,
-1.2933727696929023,
-1.2843546775670942,
-1.2735743359930416,
-1.2611046728005813,
-1.247026590888155,
-1.2314279255789518,
-1.214402373119812,
-1.196048410515251,
-1.176468225226095,
-1.155766671256824,
-1.1340502659252751,
-1.1114262392637355,
-1.0880016456381676,
-1.0638825448742428,
-1.0391732580087933,
-1.0139757007918049,
-0.9883887962784808,
-0.9625079662919725,
-0.936424700211212,
-0.9102261984421652,
-0.88399508705414,
-0.8578091993905597,
-0.8317414199762078,
-0.8058595857205215,
-0.7802264392364842,
-0.7548996290368445,
-0.7299317514124507,
-0.7053704289233017,
-0.6812584206233564,
-0.6576337593808246,
-0.6345299119315971,
-0.6119759576045024,
-0.5899967819719183,
-0.5686132820003447,
-0.5478425795959911
],
[
-1.1628632169522228,
-1.1806684021694884,
-1.1970361990193545,
-1.2118775101559185,
-1.2251112481880282,
-1.2366652918866208,
-1.2464773352248861,
-1.2544956105286418,
-1.2606794699961519,
-1.2649998134213694,
-1.2674393539706221,
-1.2679927181413175,
-1.2666663803813136,
-1.263478437076996,
-1.2584582285488133,
-1.2516458211696588,
-1.243091364623896,
-1.2328543415692164,
-1.221002728508516,
-1.2076120875218006,
-1.1927646086810109,
-1.1765481225353782,
-1.1590551010949288,
-1.140381664351659,
-1.1206266076651397,
-1.0998904634046505,
-1.0782746081798869,
-1.055880424893744,
-1.0328085267874334,
-1.009158048680379,
-0.9850260087805287,
-0.9605067427872249,
-0.9356914105482969,
-0.9106675742753028,
-0.8855188462656556,
-0.8603246032223638,
-0.8351597635885945,
-0.8100946238116299,
-0.7851947491001543,
-0.7605209140235047,
-0.7361290882016307,
-0.712070462332964,
-0.6883915098865663,
-0.6651340799293272,
-0.6423355167541656,
-0.6200288022083653,
-0.5982427168816065,
-0.5770020165907972,
-0.5563276208857377,
-0.5362368105894562
],
[
-1.12579907320407,
-1.1427642508390692,
-1.1583595685021053,
-1.172501380204176,
-1.1851135411696272,
-1.1961282870382202,
-1.2054870151328871,
-1.2131409510229483,
-1.2190516862544016,
-1.2231915762763284,
-1.2255439911362727,
-1.2261034152945407,
-1.2248753967549715,
-1.2218763494624834,
-1.2171332164222033,
-1.2106830041161052,
-1.202572201424269,
-1.1928560983234135,
-1.181598021095252,
-1.168868501623211,
-1.1547443986121064,
-1.1393079882793091,
-1.122646041306622,
-1.1048489016898204,
-1.0860095816661794,
-1.0662228852271785,
-1.04558457091927,
-1.0241905627764667,
-1.0021362163822207,
-0.9795156452791017,
-0.9564211112771948,
-0.9329424806869782,
-0.9091667471409015,
-0.8851776204812772,
-0.861055180183426,
-0.8368755909498093,
-0.8127108774443198,
-0.7886287546248426,
-0.7646925097622641,
-0.7409609319899747,
-0.7174882850936609,
-0.6943243192108561,
-0.671514317148012,
-0.6490991711258451,
-0.6271154859176108,
-0.6055957045387858,
-0.5845682528689592,
-0.5640576998294158,
-0.5440849299943364,
-0.5246673257736878
],
[
-1.0894490532244918,
-1.1056034690232288,
-1.1204531213463305,
-1.1339195193534921,
-1.1459311943214852,
-1.1564245078728181,
-1.1653443707109425,
-1.1726448568392065,
-1.1782897005821946,
-1.1822526665184996,
-1.1845177855620646,
-1.1850794537652605,
-1.1839423938201268,
-1.1811214825641363,
-1.176641450920192,
-1.1705364655003154,
-1.1628496034841536,
-1.1536322342792937,
-1.142943322841738,
-1.1308486703703358,
-1.1174201084057096,
-1.102734662198328,
-1.0868736986193346,
-1.0699220729373997,
-1.0519672875508856,
-1.0330986743225212,
-1.0134066105875403,
-0.9929817772643279,
-0.9719144658486623,
-0.9502939394698954,
-0.9282078516699357,
-0.9057417251646804,
-0.8829784915836029,
-0.8599980920693071,
-0.8368771376605181,
-0.8136886275788283,
-0.7905017228859138,
-0.7673815724656253,
-0.7443891879025901,
-0.7215813635631808,
-0.6990106380221264,
-0.6767252929050348,
-0.6547693852198418,
-0.6331828093162507,
-0.612001384729224,
-0.5912569663199471,
-0.570977573315328,
-0.5511875340567884,
-0.5319076434929546,
-0.5131553306828573
],
[
-1.0538545051743404,
-1.069227420801524,
-1.0833582447004337,
-1.0961733559870719,
-1.1076057051207262,
-1.117595556764514,
-1.1260911508665639,
-1.133049268502319,
-1.1384356910944646,
-1.1422255440945204,
-1.1444035189725867,
-1.1449639703090533,
-1.143910887793336,
-1.1412577458895001,
-1.1370272367115375,
-1.1312508941609556,
-1.123968619532414,
-1.1152281205292018,
-1.105084276911922,
-1.0935984468187496,
-1.080837728153975,
-1.0668741893721925,
-1.051784083534125,
-1.0356470587321058,
-1.0185453769423438,
-1.0005631521216216,
-0.9817856169934737,
-0.9622984265220064,
-0.9421870046050801,
-0.9215359390784308,
-0.9004284287459438,
-0.8789457848683552,
-0.8571669883740333,
-0.8351683030146982,
-0.8130229437832016,
-0.7908007991415067,
-0.7685682049714558,
-0.7463877676530704,
-0.7243182332854566,
-0.7024143997841807,
-0.6807270684038035,
-0.6593030311340187,
-0.6381850903901414,
-0.6174121074522391,
-0.597019076191137,
-0.5770372187440517,
-0.557494099958106,
-0.5384137575993828,
-0.5198168455199734,
-0.5017207871813956
],
[
-1.0190504949655423,
-1.0336710515302123,
-1.0471097816031718,
-1.0592976604492002,
-1.0701718108978868,
-1.0796761860351838,
-1.08776217716342,
-1.0943891349682446,
-1.0995247936729202,
-1.1031455901432072,
-1.1052368723470631,
-1.1057929941784548,
-1.1048172963197376,
-1.1023219754391802,
-1.0983278464996116,
-1.0928640052029084,
-1.0859673995396255,
-1.0776823209989976,
-1.0680598271878072,
-1.0571571083929405,
-1.045036811007925,
-1.0317663307503282,
-1.0174170882610991,
-1.0020637990456054,
-0.9857837488414518,
-0.9686560844368013,
-0.9507611287701747,
-0.9321797278715237,
-0.9129926359022574,
-0.8932799432616635,
-0.8731205514823057,
-0.8525916974662522,
-0.8317685285373246,
-0.810723728816193,
-0.7895271965734554,
-0.7682457714836914,
-0.7469430100902135,
-0.7256790072914683,
-0.7045102612688908,
-0.6834895789843779,
-0.6626660191733684,
-0.642084869636894,
-0.621787655582462,
-0.6018121757690114,
-0.5821925632659508,
-0.5629593677309026,
-0.5441396562376013,
-0.5257571298361534,
-0.5078322531964745,
-0.49038239486617696
],
[
-0.985066242392811,
-0.9989633410406645,
-1.0117364997175486,
-1.0233210276249998,
-1.0336579834271267,
-1.0426948025876381,
-1.0503858564128183,
-1.056692931989009,
-1.0615856238382886,
-1.0650416300479097,
-1.0670469477875488,
-1.0675959654316116,
-1.0666914508638132,
-1.064344437868491,
-1.060574014722032,
-1.0554070211117714,
-1.0488776612642416,
-1.0410270426110937,
-1.031902650427852,
-1.0215577696330649,
-1.0100508653359976,
-0.9974449337865862,
-0.983806835140882,
-0.9692066189472855,
-0.9537168525278353,
-0.9374119615226085,
-0.9203675908316424,
-0.9026599930744297,
-0.8843654505340645,
-0.8655597353996285,
-0.8463176119977978,
-0.8267123836395318,
-0.8068154857190023,
-0.7866961258045054,
-0.7664209706637847,
-0.7460538794728486,
-0.7256556818693931,
-0.7052839990261957,
-0.6849931055315986,
-0.6648338295668162,
-0.6448534886552166,
-0.6250958581183633,
-0.6056011692986293,
-0.5864061345893606,
-0.5675439963426302,
-0.5490445967929534,
-0.5309344662357198,
-0.513236926824131,
-0.4959722094925003,
-0.4791575816706273
],
[
-0.9519255482079358,
-0.9651277464377127,
-0.9772615484602124,
-0.9882663468746977,
-0.9980869100163546,
-1.0066739583906044,
-1.0139846786922384,
-1.0199831657157081,
-1.02464078391501,
-1.0279364420828068,
-1.0298567765275561,
-1.0303962401653797,
-1.02955709703358,
-1.027349323798891,
-1.0237904218015814,
-1.0189051449795334,
-1.0127251505986243,
-1.0052885810324652,
-0.9966395858584689,
-0.9868277942516998,
-0.9759077480647628,
-0.9639383060920342,
-0.9509820298541269,
-0.9371045608342763,
-0.9223739984907875,
-0.9068602875979739,
-0.8906346225750468,
-0.8737688754875359,
-0.8563350533872389,
-0.838404789627927,
-0.8200488727844044,
-0.8013368158358188,
-0.78233646736932,
-0.7631136657315312,
-0.7437319363114366,
-0.7242522314854618,
-0.70473271219465,
-0.685228569654411,
-0.665791885315532,
-0.6464715268961172,
-0.6273130780811248,
-0.6083587993323452,
-0.5896476171588837,
-0.5712151391591618,
-0.5530936921520295,
-0.5353123807597615,
-0.5178971638822809,
-0.5008709466038253,
-0.48425368519446055,
-0.4680625030043015
],
[
-0.9196472092388557,
-0.932182631635167,
-0.9437029016915309,
-0.9541512565058489,
-0.9634759582867867,
-0.9716308239966646,
-0.9785756979471856,
-0.9842768586535572,
-0.9887073525432184,
-0.9918472486316349,
-0.9936838099675267,
-0.9942115794539064,
-0.9934323795034085,
-0.9913552268214713,
-0.9879961653641605,
-0.9833780221318933,
-0.9775300918852873,
-0.9704877580675231,
-0.9622920581611532,
-0.9529892023827766,
-0.942630055023887,
-0.9312695878898419,
-0.9189663151891188,
-0.9057817189084508,
-0.891779673206669,
-0.8770258757057473,
-0.8615872927877612,
-0.8455316251555701,
-0.8289267990170975,
-0.8118404873378088,
-0.7943396646996679,
-0.7764901984302214,
-0.7583564778396431,
-0.7400010826406511,
-0.7214844909354791,
-0.7028648265413868,
-0.6841976448944392,
-0.6655357563203455,
-0.6469290850888512,
-0.6284245623708278,
-0.6100660509896353,
-0.59189429969422,
-0.5739469245749554,
-0.5562584151868595,
-0.5388601629324796,
-0.5217805092812993,
-0.5050448114583435,
-0.48867552331514097,
-0.4726922891969818,
-0.4571120487357647
],
[
-0.8882454193005399,
-0.9001416814237483,
-0.9110737838027252,
-0.9209885806507907,
-0.9298376225272813,
-0.9375776429817743,
-0.9441709930519726,
-0.9495860158144672,
-0.9537973543351643,
-0.9567861877104037,
-0.9585403913868913,
-0.9590546195459304,
-0.9583303089798549,
-0.9563756055184146,
-0.9532052156256581,
-0.948840187232489,
-0.9433076251537295,
-0.9366403475266282,
-0.9288764905760183,
-0.9200590696461337,
-0.9102355048369741,
-0.8994571197504595,
-0.8877786218025905,
-0.8752575723137594,
-0.8619538541763436,
-0.8479291443457535,
-0.8332463977390882,
-0.8179693483847458,
-0.8021620328762219,
-0.7858883403706453,
-0.7692115925611076,
-0.7521941562621796,
-0.7348970904962039,
-0.7173798292681612,
-0.6996999005769168,
-0.6819126816386875,
-0.6640711897962986,
-0.6462259081572179,
-0.6284246446430612,
-0.610712422840289,
-0.5931314028126566,
-0.5757208298650572,
-0.5585170091311438,
-0.5415533037867819,
-0.5248601546627936,
-0.5084651190374676,
-0.49239292642636623,
-0.476665549248777,
-0.4613022863320888,
-0.44631985731255597
],
[
-0.8577301541979275,
-0.8690142984299302,
-0.8793830776088364,
-0.8887867469980212,
-0.8971799500995484,
-0.9045221657951242,
-0.9107781078147769,
-0.9159180695317667,
-0.9199182081027563,
-0.922760763165387,
-0.9244342066317865,
-0.9249333215323791,
-0.9242592093210897,
-0.9224192265015724,
-0.9194268528270185,
-0.915301494619083,
-0.9100682279071408,
-0.9037574870763095,
-0.8964047055101343,
-0.8880499153077054,
-0.8787373135420041,
-0.868514802709279,
-0.8574335130107795,
-0.8455473139242322,
-0.8329123221856508,
-0.819586412836553,
-0.8056287394237317,
-0.7910992687953129,
-0.7760583352428297,
-0.7605662180189342,
-0.7446827455352871,
-0.728466928833675,
-0.7119766262411428,
-0.6952682404789303,
-0.6783964489050714,
-0.6614139670373502,
-0.6443713450317413,
-0.6273167963820913,
-0.6102960577602626,
-0.5933522786299186,
-0.5765259390387321,
-0.5598547938190832,
-0.5433738413018965,
-0.5271153145668164,
-0.5111086932099242,
-0.4953807336018379,
-0.4799555156300619,
-0.4648545039644012,
-0.45009662194934696,
-0.43569833630796384
]
],
"zauto": true,
"zmax": 2.334413799903304,
"zmin": -2.334413799903304
},
{
"autocolorscale": false,
"autocontour": true,
"colorbar": {
"tickfont": {
"size": 8
},
"ticksuffix": "",
"x": 1,
"y": 0.5
},
"colorscale": [
[
0.0,
"rgb(255,247,251)"
],
[
0.14285714285714285,
"rgb(236,231,242)"
],
[
0.2857142857142857,
"rgb(208,209,230)"
],
[
0.42857142857142855,
"rgb(166,189,219)"
],
[
0.5714285714285714,
"rgb(116,169,207)"
],
[
0.7142857142857143,
"rgb(54,144,192)"
],
[
0.8571428571428571,
"rgb(5,112,176)"
],
[
1.0,
"rgb(3,78,123)"
]
],
"contours": {
"coloring": "heatmap"
},
"hoverinfo": "x+y+z",
"ncontours": 25,
"type": "contour",
"x": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"xaxis": "x2",
"y": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"yaxis": "y2",
"z": [
[
0.17380534605312464,
0.16326652988883872,
0.15554610676366373,
0.15099693210899529,
0.14978745079598016,
0.1518440104592634,
0.1568632440972774,
0.16438972303170238,
0.17391585296930204,
0.1849615614589312,
0.1971177664575588,
0.21005946691150523,
0.2235410053625329,
0.2373836752180825,
0.25146156471343384,
0.26568836476535346,
0.28000612852859114,
0.2943761716607538,
0.308771985624711,
0.32317392963630576,
0.33756544002008804,
0.35193049650026387,
0.3662520962723123,
0.3805115045216928,
0.39468807354288293,
0.40875945071261127,
0.4227020264232866,
0.43649150441586476,
0.45010350663791465,
0.46351415118254796,
0.4767005640869004,
0.4896413034566508,
0.5023166876916787,
0.514709028991232,
0.5268027794510509,
0.5385846006113288,
0.5500433689189247,
0.561170129795483,
0.5719580123212907,
0.5824021153181974,
0.5924993741165628,
0.6022484157150242,
0.6116494085178877,
0.6207039114431087,
0.6294147259771242,
0.6377857537274493,
0.6458218611877615,
0.6535287527698203,
0.6609128526516167,
0.6679811956184637
],
[
0.17123531035135095,
0.16036398043164293,
0.15227464399954774,
0.14734048431560856,
0.1457554383749868,
0.14746800798413517,
0.15218649050376945,
0.1594556878069291,
0.16876121502831656,
0.17961458364426677,
0.19160008151502292,
0.20438899578385344,
0.21773463424942105,
0.23145916891804882,
0.24543865975499807,
0.25958916799334764,
0.2738549917731199,
0.28819920727031717,
0.30259636700432185,
0.3170270967957146,
0.3314743051410207,
0.34592071953351555,
0.36034747665845107,
0.37473351365080215,
0.38905553472534826,
0.4032883599198838,
0.417405497967189,
0.43137982064835434,
0.44518424892762476,
0.45879238999053507,
0.47217908808268966,
0.4853208705747424,
0.49819628428474716,
0.5107861264151063,
0.5230735802912336,
0.5350442692176144,
0.546686242920477,
0.5579899108414315,
0.5689479354781031,
0.5795550974137547,
0.5898081419133453,
0.5997056151781333,
0.6092476966677891,
0.6184360323897451,
0.6272735727550064,
0.6357644175166957,
0.6439136694338489,
0.6517272976197629,
0.6592120110170251,
0.6663751420640045
],
[
0.1705406894880567,
0.15945969430559295,
0.15109605816799604,
0.14582815692002885,
0.14386580798346096,
0.14518030086669634,
0.14950229144341104,
0.15639258515834606,
0.16534511204049468,
0.1758741719848405,
0.18756423892172627,
0.20008624514051226,
0.21319356050829366,
0.2267090352143294,
0.24050984061484962,
0.25451326611832,
0.26866463920737604,
0.2829276154567636,
0.29727671450506576,
0.3116918454757146,
0.3261545247294963,
0.3406454825854519,
0.3551433654017791,
0.36962426033364276,
0.38406180012688235,
0.39842764185195767,
0.41269215314063784,
0.42682517880674953,
0.44079679687635714,
0.45457800415632554,
0.46814129666278026,
0.48146112946211145,
0.4945142542589806,
0.5072799422209685,
0.5197401049908709,
0.5318793295118069,
0.543684842978234,
0.5551464235897738,
0.566256271342201,
0.5770088512267041,
0.5874007191981729,
0.5974303392993154,
0.6070978985039013,
0.6164051242322623,
0.6253551081216044,
0.6339521385042659,
0.6422015431444094,
0.6501095430841074,
0.6576831179253252,
0.6649298824956005
],
[
0.171621313835955,
0.16045419006400663,
0.15191775690495765,
0.14638064976630755,
0.14405720344578682,
0.14493897423132818,
0.1487866900259582,
0.15519134832120554,
0.1636701447533751,
0.17375197247971785,
0.1850290437439367,
0.19717587184714874,
0.20994735287226207,
0.22316701397523248,
0.23671236938775814,
0.2505008284178971,
0.2644775416582926,
0.2786055683718218,
0.2928583139984087,
0.3072140124966948,
0.3216519617952717,
0.33615019974114874,
0.3506843108998608,
0.36522707408279165,
0.37974869248890425,
0.3942173885898323,
0.4086001897190419,
0.4228637734664251,
0.43697528115677814,
0.4509030409029316,
0.46461716816650767,
0.4780900315487978,
0.49129658538011417,
0.5042145795843593,
0.5168246623457429,
0.5291103933084538,
0.5410581852665749,
0.5526571912508454,
0.5638991521258983,
0.5747782176655007,
0.5852907518432368,
0.5954351309372656,
0.6052115411044698,
0.6146217803853472,
0.6236690686740113,
0.6323578680223987,
0.6406937147241308,
0.6486830639134251,
0.6563331468866069,
0.6636518409764355
],
[
0.17432659609875326,
0.16318569270335145,
0.15457345557711177,
0.1488365602964972,
0.1461831748667704,
0.14662036447792248,
0.14994245970125064,
0.15578079195940356,
0.16368827691365925,
0.17321934320621307,
0.18398164192150113,
0.19565774690299087,
0.20800612756651973,
0.2208514702547119,
0.2340712241369263,
0.2475820690979988,
0.26132796079050785,
0.27527033085028807,
0.2893805093330942,
0.30363420476825315,
0.3180077732619969,
0.3324759651092742,
0.3470108292239941,
0.361581471439871,
0.37615439543985535,
0.3906941982941241,
0.40516444013241576,
0.4195285540915635,
0.4337507045964663,
0.4477965371052932,
0.46163378994031823,
0.4752327590230239,
0.48856662014216296,
0.5016116219890823,
0.5143471678132305,
0.5267558052893663,
0.5388231439743515,
0.5505377182963017,
0.561890811908685,
0.5728762568456035,
0.583490218494322,
0.5937309751228315,
0.6035986986583624,
0.6130952416516043,
0.622223933890897,
0.6309893909390712,
0.6393973359277229,
0.6474544352277799,
0.6551681480868934,
0.6625465899499606
],
[
0.17847602737142698,
0.16745450194792508,
0.15885034813775878,
0.15298013507107638,
0.15003768778528756,
0.1500400421500404,
0.15281467145949357,
0.1580382025574629,
0.16530754888052038,
0.17421133985113274,
0.1843796883520355,
0.19550793741339978,
0.20736075440460802,
0.219765085508842,
0.2325984430036219,
0.24577635583959356,
0.2592408999263765,
0.2729511107171744,
0.2868754960921636,
0.3009865712674364,
0.31525718796193486,
0.32965835889320066,
0.3441582553587851,
0.3587220650790259,
0.3733124292756613,
0.387890223106591,
0.4024154940872039,
0.4168484226536537,
0.43115021324677755,
0.4452838609003355,
0.459214766622153,
0.47291119530896664,
0.48634458362401156,
0.4994897135345989,
0.5123247713951606,
0.5248313137587232,
0.5369941604821166,
0.5488012339114519,
0.5602433605470957,
0.5713140489773302,
0.5820092552907699,
0.5923271447858763,
0.6022678566756179,
0.6118332766725945,
0.6210268208373556,
0.6298532328626906,
0.6383183960199659,
0.6464291602750263,
0.65419318455431,
0.6616187937712847
],
[
0.18388028202545406,
0.17304896244350995,
0.16451944373594155,
0.1585741946743847,
0.1553877307643059,
0.15498201922897523,
0.15721442836582364,
0.16180706027597422,
0.16840443335547867,
0.17663485979638976,
0.18615643280109628,
0.19668166544033275,
0.20798436567733267,
0.21989538489389196,
0.23229298843854315,
0.24509162854095207,
0.258231228569442,
0.2716679967753375,
0.2853671514604127,
0.2992975828127077,
0.3134282794850112,
0.327726245174135,
0.34215558887843384,
0.35667747320048665,
0.37125063415423765,
0.38583223165377895,
0.40037884231196863,
0.41484745783945737,
0.4291963982958527,
0.4433860871836297,
0.4573796642349215,
0.4711434322980577,
0.4846471482275916,
0.49786417559864393,
0.5107715208456438,
0.5233497753220606,
0.5355829848043638,
0.5474584658892139,
0.5589665861130931,
0.5701005218376565,
0.5808560052378433,
0.5912310692488086,
0.6012257971480565,
0.6108420815983117,
0.6200833964514975,
0.6289545833922224,
0.6374616545472975,
0.6456116114687025,
0.6534122803725586,
0.6608721631496783
],
[
0.19035845991165853,
0.17976677136113883,
0.17136085403194626,
0.1653884619939786,
0.1620027749321708,
0.16122685390914915,
0.16294338934087096,
0.16691673672504742,
0.17283857560768234,
0.18037904347852424,
0.1892276875380903,
0.19911772166795158,
0.2098349382822843,
0.22121603315093463,
0.23314115199561436,
0.24552419512238288,
0.25830307066589325,
0.27143108448584025,
0.28487000256144096,
0.29858491982625646,
0.3125408292013153,
0.326700650247998,
0.3410244155369127,
0.35546930293455886,
0.3699902266305822,
0.3845407445049257,
0.3990740926052157,
0.41354421037296696,
0.42790666728581794,
0.44211944000707315,
0.45614351827515165,
0.4699433382851739,
0.4834870555692169,
0.4967466769543953,
0.5096980745868824,
0.5223209055594223,
0.5345984594074191,
0.546517453422569,
0.5580677929266363,
0.5692423107247215,
0.5800364971534814,
0.5904482295926036,
0.6004775080848049,
0.6101262018323041,
0.6193978097971898,
0.6282972374035025,
0.6368305903840642,
0.6450049860959334,
0.6528283821051181,
0.6603094214766381
],
[
0.1977493430111602,
0.1874286611397358,
0.17918000733581216,
0.17321810922826217,
0.16967496459654333,
0.16857223568259833,
0.16981319629143687,
0.17319942319414994,
0.17846649434616502,
0.1853256751962099,
0.19349929426723858,
0.20274354552605575,
0.2128585390586019,
0.2236887202958044,
0.2351174580792803,
0.24705894168931172,
0.2594495371963938,
0.2722398915180175,
0.2853884437600364,
0.2988565788018927,
0.31260538552085937,
0.3265938201095423,
0.34077799442579065,
0.3551112878957172,
0.36954500017891617,
0.3840293041453222,
0.398514311307152,
0.4129511149098691,
0.4272927232585897,
0.4414948344958974,
0.4555164332002352,
0.4693202095306097,
0.4828728146244798,
0.49614497320907835,
0.5091114774792773,
0.5217510865612283,
0.5340463543724566,
0.5459834061867715,
0.5575516812661624,
0.5687436558977426,
0.5795545583002958,
0.5899820842714595,
0.6000261201943352,
0.6096884781272089,
0.6189726461496732,
0.6278835559036209,
0.6364273683106174,
0.6446112777273223,
0.6524433342775516,
0.6599322837355742
],
[
0.20591671228182065,
0.195884578624608,
0.1878148536173248,
0.1818922332759334,
0.17822904048072394,
0.17684419727755232,
0.1776573293283246,
0.1805016734528362,
0.18515192373094516,
0.19135778160147662,
0.19887382652562768,
0.20748015833341363,
0.21699275430874373,
0.22726538861390697,
0.23818596909712295,
0.24966995416342877,
0.2616528566808767,
0.27408314792095284,
0.2869163023431323,
0.30011030096517943,
0.31362262034032345,
0.3274085515699527,
0.3414205966077768,
0.3556086563181839,
0.3699207365571262,
0.38430393714967787,
0.39870553941123366,
0.41307406010438424,
0.4273601867180718,
0.4415175473508865,
0.4555032973944441,
0.469278525302613,
0.4828084924305962,
0.4960627289049496,
0.5090150103287348,
0.5216432401806347,
0.5339292610889107,
0.5458586155296749,
0.557420273458421,
0.5686063412937322,
0.5794117637541355,
0.5898340274269309,
0.599872872677537,
0.6095300186019508,
0.6188089041679168,
0.6277144474514705,
0.6362528239156474,
0.644431263956048,
0.6522578694127658,
0.6597414483821862
],
[
0.2147500133644639,
0.20501416401360903,
0.19713632943460357,
0.19127472589584116,
0.18752419028649187,
0.18590040323310492,
0.1863358814554722,
0.18869023568309554,
0.19277200537233058,
0.19836551552953732,
0.20525571372512863,
0.21324632498620258,
0.2221698760865612,
0.2318905402222056,
0.2423018575083407,
0.25332150562084516,
0.2648849163923437,
0.2769390096591506,
0.2894368211020305,
0.3023334002922425,
0.31558306111454676,
0.3291378720858396,
0.34294716426613336,
0.3569577914532434,
0.37111488192273756,
0.3853628548661199,
0.399646522547557,
0.4139121497045706,
0.4281083876621187,
0.4421870383580206,
0.45610363193159614,
0.4698178212726129,
0.48329360935360605,
0.4964994319272232,
0.5094081208399097,
0.5219967731338873,
0.5342465493313158,
0.5461424215911836,
0.5576728893392534,
0.5688296768482708,
0.5796074243065824,
0.5900033812776957,
0.6000171091745773,
0.6096501974606481,
0.6189059967277117,
0.6277893705578097,
0.6363064671116472,
0.6444645106594175,
0.6522716127397097,
0.6597366022612056
],
[
0.2241620049030259,
0.21472370274316924,
0.20704478066299412,
0.2012605962489495,
0.19745091240189014,
0.19562820985648532,
0.19573521751500605,
0.19765329824037378,
0.20121974256596956,
0.20624927380230984,
0.21255451314954008,
0.21996161646915266,
0.2283195539266992,
0.2375034050021761,
0.2474130990514998,
0.2579693273338331,
0.2691081809612213,
0.2807756963474983,
0.2929230806383536,
0.30550302632518234,
0.31846723982273945,
0.33176511077177845,
0.34534333109172655,
0.359146221489717,
0.37311652066942397,
0.3871964210449737,
0.4013286788672986,
0.415457674644665,
0.4295303440423193,
0.44349693613737934,
0.4573115837136173,
0.4709326896277547,
0.4843231454600753,
0.4974504052713186,
0.5102864398672622,
0.522807596840177,
0.5349943898489105,
0.5468312378812944,
0.5583061721463564,
0.5694105251192032,
0.5801386133229396,
0.5904874227969128,
0.6004563039214172,
0.6100466803551711,
0.619261775276486,
0.6281063568704475,
0.6365865040334862,
0.6447093925322719,
0.6524831013156244,
0.6599164382988529
],
[
0.2340848335183114,
0.22494137363507968,
0.21746453781743472,
0.21177023703520836,
0.20792552046056084,
0.20594002082882645,
0.2057646751417657,
0.20729875335898765,
0.21040372608241403,
0.21492055538609506,
0.2206864879972521,
0.22754833280362338,
0.2353707841761792,
0.24403982153152362,
0.25346215475843187,
0.26356205932698046,
0.274276913942111,
0.2855525046710569,
0.29733883312968085,
0.3095868481246148,
0.3222462549466475,
0.335264362720891,
0.34858580929110095,
0.362152945756716,
0.37590665391204325,
0.38978739279983554,
0.4037363103119727,
0.41769630057983226,
0.43161293006455204,
0.44543519059699005,
0.4591160646269002,
0.47261290685435303,
0.48588765839072934,
0.4989069161310126,
0.5116418825945427,
0.5240682213888691,
0.5361658416857862,
0.5479186324228787,
0.5593141638849142,
0.5703433712245305,
0.581000231564642,
0.5912814437040009,
0.6011861171753611,
0.6107154754934147,
0.619872576861309,
0.6286620543494305,
0.6370898765802528,
0.6451631292080245,
0.6528898169324553,
0.6602786853946934
],
[
0.24446559581412516,
0.23561205704092394,
0.2283381042490316,
0.22274327073445435,
0.2188840567201423,
0.21676774728334963,
0.2163520162655381,
0.21755093372008394,
0.2202462290140502,
0.22430128093113882,
0.22957488932977782,
0.23593244846763686,
0.2432532499682852,
0.2514337634148011,
0.26038753965116457,
0.2700427713017733,
0.28033860045684134,
0.2912211089277273,
0.3026396737175596,
0.31454409929649285,
0.32688269824646604,
0.33960130812005834,
0.3526431124041722,
0.36594907239951174,
0.37945876244422433,
0.39311141829328344,
0.4068470434189601,
0.42060745916694375,
0.4343372243343805,
0.4479843834600164,
0.4615010291974828,
0.47484368259549437,
0.48797350691534086,
0.5008563771487453,
0.5134628300548983,
0.5257679195435477,
0.5377510005773871,
0.5493954621902408,
0.5606884272387672,
0.5716204334714914,
0.5821851076248822,
0.5923788416629144,
0.6022004780199195,
0.6116510087995568,
0.6207332923125293,
0.6294517890731501,
0.6378123183839737,
0.6458218358794099,
0.6534882318351662,
0.6608201496448198
],
[
0.25526206790712996,
0.24669246163926992,
0.2396207895722338,
0.23413288782455435,
0.23027661602726512,
0.22805745617823794,
0.22743874530415908,
0.22834688084972982,
0.2306805767132656,
0.23432226389032898,
0.23914940304136087,
0.24504383955579798,
0.2518981164166609,
0.2596185101267613,
0.26812521318615284,
0.27735045550617127,
0.287235459502429,
0.2977270369410211,
0.30877444452714525,
0.3203268893206217,
0.33233186297570005,
0.34473431409645644,
0.35747655234742587,
0.3704987152930869,
0.38373961006454227,
0.39713775399781065,
0.4106324683953778,
0.4241649167616691,
0.4376790156452619,
0.4511221781053462,
0.4644458748533951,
0.47760601608238007,
0.4905631686645774,
0.5032826299934327,
0.5157343825572178,
0.5278929535262353,
0.5397372021605171,
0.551250055422185,
0.562418209321086,
0.5732318105808367,
0.5836841304037063,
0.5937712395619685,
0.6034916918110488,
0.6128462207232837,
0.6218374534708384,
0.6304696438164662,
0.6387484255675352,
0.6466805869750233,
0.6542738659781379,
0.6615367657721759
],
[
0.26643898275479055,
0.25814695852807557,
0.25127618422250786,
0.24590109513979722,
0.2420625489480814,
0.23976475076282835,
0.23897591216334785,
0.23963280005502743,
0.24164841989044708,
0.2449213720067443,
0.24934517148066251,
0.25481606288509207,
0.2612384248967999,
0.26852750529316444,
0.27660976169015233,
0.2854214145900021,
0.29490594212242593,
0.3050112056639839,
0.3156867540158242,
0.32688166878486374,
0.3385431298176954,
0.3506157260881839,
0.36304142851798105,
0.37576007878489226,
0.3887102258581187,
0.4018301491164273,
0.41505893196400384,
0.42833748289284995,
0.4416094346381078,
0.45482188192773326,
0.4679259421972151,
0.48087714106639773,
0.49363563591722825,
0.5061662976129843,
0.5184386734303171,
0.5304268547207708,
0.5421092715830393,
0.5534684346104308,
0.5644906410872674,
0.5751656601909764,
0.5854864090365736,
0.5954486289081545,
0.6050505688247562,
0.6142926817082497,
0.6231773368540177,
0.6317085511290811,
0.6398917403064791,
0.6477334911542393,
0.6552413542974119,
0.6624236574290455
],
[
0.27796502453261496,
0.26994426945370054,
0.2632726013443502,
0.25801499593300664,
0.25420668954069836,
0.2518510835465056,
0.2509206733801386,
0.25136104088459404,
0.2530972829035774,
0.25604173910253997,
0.26010169672699407,
0.26518591580554474,
0.2712092293907953,
0.27809496584063603,
0.2857753707084737,
0.29419049354467636,
0.3032861317219205,
0.3130114135587355,
0.32331650020753383,
0.33415073633782294,
0.3454614228903111,
0.3571932488772891,
0.36928831861375905,
0.3816866500643568,
0.39432699525711695,
0.407147836432967,
0.4200884318622301,
0.43308981405905467,
0.4460956735788233,
0.4590530892478066,
0.4719130882618305,
0.48463103641859845,
0.4971668701493161,
0.5094851888454812,
0.5215552292680679,
0.5333507445738043,
0.5448498095483983,
0.5560345716721214,
0.5668909651565033,
0.5774084024299228,
0.5875794549424013,
0.5973995327443058,
0.6068665701437045,
0.615980722892415,
0.6247440807922479,
0.6331603983333205,
0.6412348449487619,
0.6489737756628492,
0.6563845222899861,
0.6634752048783454
],
[
0.28981057205485355,
0.28205501002251415,
0.2755804592371963,
0.2704440610821142,
0.26667657649313115,
0.26428100656248016,
0.2632336735852288,
0.263487729259598,
0.2649785652856667,
0.2676302306621881,
0.27136182342729404,
0.2760929429668191,
0.28174759360792506,
0.28825630796244345,
0.29555660344195955,
0.30359213006807656,
0.3123109890421184,
0.3216637105241942,
0.3316013058230648,
0.34207368994534953,
0.35302863854578803,
0.3644113240677517,
0.3761643845120213,
0.38822842044322964,
0.4005427896492071,
0.41304656780144544,
0.4256795592167229,
0.43838326643375186,
0.4511017544472778,
0.46378237078861206,
0.4763763038297034,
0.48883897783535235,
0.5011302945069536,
0.513214737713498,
0.5250613616758184,
0.5366436839520431,
0.547939503956524,
0.5589306660706298,
0.5696027841562257,
0.5799449418072874,
0.589949380204211,
0.5996111831148295,
0.6089279664972438,
0.6178995783398016,
0.6265278128299806,
0.634816141665102,
0.6427694642809275,
0.6503938779511783,
0.657696468071772,
0.6646851184584658
],
[
0.3019461401938437,
0.29445000733147186,
0.28817049850622584,
0.2831582711967756,
0.27944054986395594,
0.2770202637318596,
0.2758771930823822,
0.27597104892370233,
0.27724604509553163,
0.2796362501882636,
0.28307090690603265,
0.2874789939632371,
0.2927925346079036,
0.2989484474497023,
0.305889011004663,
0.313561218545021,
0.32191541083056097,
0.33090359414372683,
0.34047780000943256,
0.350588748815991,
0.3611849698379208,
0.37221242718383113,
0.3836146194408561,
0.3953330666672165,
0.4073080715982442,
0.41947963774492647,
0.43178843870092315,
0.4441767535607939,
0.4565893071523813,
0.46897397672963603,
0.48128234645182527,
0.49347010634680744,
0.5054973034266371,
0.517328459664581,
0.528932575384513,
0.5402830380423431,
0.5513574561154418,
0.5621374364609657,
0.5726083215238773,
0.5827589005120408,
0.592581106344313,
0.6020697079705924,
0.6112220056498654,
0.6200375349985382,
0.6285177841010695,
0.6366659267025322,
0.6444865734604682,
0.6519855423970055,
0.6591696490345207,
0.666046516192035
],
[
0.31434142309853375,
0.30709927170536583,
0.30101269367224587,
0.29612697761711704,
0.2924665713776594,
0.2900345872806391,
0.28881395153471956,
0.28877010089221533,
0.28985485546544754,
0.2920108964041727,
0.29517620477410433,
0.2992878845068478,
0.30428496668659594,
0.3101100188469257,
0.31670960315554486,
0.32403379772982355,
0.3320350939191724,
0.3406670077623945,
0.34988270923201176,
0.35963389924772265,
0.3698700741158086,
0.3805382291517667,
0.3915829810336771,
0.40294703858556224,
0.41457192507107443,
0.42639884845472087,
0.4383696240879347,
0.45042757109294795,
0.46251832426663547,
0.47459052382987793,
0.48659636342940454,
0.4984919912955544,
0.5102377700983307,
0.5217984081157284,
0.5331429784111243,
0.5442448444827114,
0.5550815109429275,
0.5656344167653264,
0.5758886869442513,
0.5858328563824887,
0.5954585776903095,
0.6047603225037588,
0.613735084008069,
0.6223820866363848,
0.6307025074264428,
0.6386992122589319,
0.6463765091588145,
0.653739919994552,
0.6607959712365459,
0.6675520039102436
],
[
0.3269648237170502,
0.31997148890595806,
0.31407571116216393,
0.3093183257159882,
0.3057216110886328,
0.30328904987559935,
0.3020064383133218,
0.30184423920237685,
0.3027608658665119,
0.30470643656273905,
0.3076264865644193,
0.31146517693665055,
0.3161676732743112,
0.32168154439477953,
0.32795720679989226,
0.33494758119822754,
0.3426072132109004,
0.35089113781137277,
0.3597537444596942,
0.36914784285458513,
0.3790240555479388,
0.38933058941132287,
0.4000133749122882,
0.41101651690494123,
0.4222829748233395,
0.4337553817710649,
0.44537691689314846,
0.45709215879570075,
0.4688478652290719,
0.48059364233160046,
0.49228248315365425,
0.5038711687104295,
0.5153205350273284,
0.5265956166696868,
0.5376656815211635,
0.5485041736507185,
0.5590885815515001,
0.5694002483521539,
0.579424139207904,
0.58914857929703,
0.598564973912627,
0.6076675202112904,
0.6164529183635558,
0.6249200882055891,
0.6330698960467647,
0.6409048950504871,
0.6484290815689696,
0.6556476689612184,
0.662566879737045,
0.6691937563267233
],
[
0.33978335206807897,
0.33303390234665625,
0.3273267733207648,
0.32269909444612127,
0.31917145389627555,
0.3167478317266643,
0.31541664145947484,
0.31515277443333545,
0.3159203843920539,
0.31767603948539824,
0.3203718314255389,
0.32395807257711823,
0.3283853160201293,
0.33360557217228276,
0.33957273595293525,
0.34624235370026213,
0.3535709326872609,
0.36151502338092256,
0.3700302906268661,
0.37907074615909453,
0.3885882552353148,
0.3985323680537137,
0.40885047217593545,
0.41948822164136057,
0.4303901739477465,
0.44150055652279596,
0.45276408664484297,
0.46412677910355216,
0.47553669046013985,
0.4869445644985212,
0.4983043581985728,
0.5095736400488682,
0.520713862217493,
0.5316905150003121,
0.5424731763632323,
0.5530354717354066,
0.5633549599774739,
0.5734129610939565,
0.5831943401659263,
0.5926872604547498,
0.6018829168995319,
0.610775259462936,
0.6193607140810271,
0.6276379074095526,
0.635607400167004,
0.6432714326676451,
0.6506336851138171,
0.657699054365615,
0.6644734482109819,
0.6709635976017986
],
[
0.35276278357940316,
0.3462524678345325,
0.3407318044718609,
0.3362348245430219,
0.33278079811236133,
0.33037427868637564,
0.32900605982523995,
0.3286549431184982,
0.32929009727196684,
0.3308737056910941,
0.33336357326876787,
0.336715395998826,
0.34088447857497783,
0.34582679414202266,
0.35149939248344664,
0.3578602570645375,
0.36486777381653773,
0.3724800004088071,
0.38065391687673217,
0.3893448051647788,
0.3985058572988024,
0.40808806032990147,
0.4180403596477171,
0.4283100663852073,
0.4388434518015926,
0.4495864613692009,
0.46048548160044966,
0.4714881003575022,
0.4825438133399005,
0.49360464295133155,
0.5046256488191903,
0.5155653206342057,
0.5263858530845245,
0.5370533093482183,
0.5475376840566867,
0.5578128791910758,
0.5678566074274631,
0.5776502373983511,
0.5871785945368366,
0.596429729901366,
0.605394667864473,
0.6140671419503742,
0.6224433265355841,
0.6305215706557493,
0.6383021388325021,
0.645786962665439,
0.6529794059305732,
0.659884045081517,
0.6665064663508542,
0.6728530800810315
],
[
0.36586798390792624,
0.35959218149803435,
0.3542557555758055,
0.3498901297162269,
0.34651354035925225,
0.34413114814949164,
0.3427359008630217,
0.34231005479497906,
0.34282717024374015,
0.3442543350452819,
0.3465543512332055,
0.34968764652460627,
0.35361373644783833,
0.35829214893369665,
0.363682812726454,
0.36974598761420957,
0.3764418670010728,
0.38373000704445,
0.39156873288582844,
0.3999146473862752,
0.40872232963068444,
0.41794426799093204,
0.42753103309243984,
0.437431664634559,
0.44759422509569924,
0.45796646304031,
0.4684965275312752,
0.4791336806564544,
0.48982896481271887,
0.5005357928349634,
0.5112104405172374,
0.5218124313528846,
0.5323048117710983,
0.5426543215481654,
0.5528314684970043,
0.5628105192356269,
0.5725694191290596,
0.5820896547278981,
0.5913560715001165,
0.6003566586345118,
0.6090823113938021,
0.6175265800712358,
0.6256854131696031,
0.6335569010515795,
0.6411410250519786,
0.6484394159205147,
0.6554551244871221,
0.6621924066091333,
0.668656523762185,
0.6748535600621468
],
[
0.379063324459416,
0.3730175015142104,
0.36786302558321154,
0.36362910759766287,
0.36033316355014827,
0.35798096108940713,
0.35656738604882054,
0.356077744853147,
0.3564894488655098,
0.3577738804360971,
0.35989822717296566,
0.36282709261443263,
0.3665237421103449,
0.37095091072173697,
0.37607117143917057,
0.3818469242388104,
0.38824011033295613,
0.3952117771750488,
0.4027216188681115,
0.41072759784806906,
0.4191857234829281,
0.4280500284845119,
0.4372727508695787,
0.44680470201622374,
0.45659578248463917,
0.46659559716849996,
0.476754119049812,
0.4870223545434805,
0.4973529710454224,
0.5077008568744628,
0.5180235937329751,
0.5282818309854943,
0.5384395588071288,
0.5484642833004726,
0.5583271110117386,
0.5680027530577932,
0.577469460559262,
0.5867089035431889,
0.5957060052032025,
0.604448742623838,
0.6129279239844893,
0.6211369510093302,
0.6290715741346327,
0.6367296466021585,
0.6441108825071937,
0.6512166227616906,
0.6580496119904206,
0.664613788563748,
0.6709140892798081,
0.6769562696323284
],
[
0.3923131308197835,
0.3864928037120198,
0.38151791808335395,
0.3774157882424295,
0.3742031656854538,
0.37188639885399827,
0.3704621047644871,
0.36991827794423676,
0.3702357084733072,
0.37138954611994474,
0.37335083837604116,
0.3760878878825516,
0.3795673148403283,
0.38375476385475465,
0.3886152517280168,
0.39411320308803066,
0.4002122570997808,
0.4068749471233214,
0.4140623560367465,
0.42173383602019116,
0.4298468577664273,
0.43835702583097536,
0.44721826916175983,
0.45638319251700543,
0.4658035576763499,
0.4754308537302736,
0.485216912738303,
0.49511452934520556,
0.5050780488735889,
0.5150638963307413,
0.5250310272915195,
0.5349412897234963,
0.5447596928561329,
0.5544545848392144,
0.5639977451129601,
0.5733644002166111,
0.5825331733831333,
0.5914859789350944,
0.6002078724432381,
0.608686867046705,
0.6169137254419417,
0.6248817359698531,
0.6325864800768142,
0.6400255972734445,
0.6471985526185153,
0.6541064107471335,
0.6607516195598416,
0.6671378058991483,
0.6732695848609425,
0.679152383814189
],
[
0.4055821228327143,
0.39998282862120743,
0.39518508999106133,
0.391214576426431,
0.38808748557165024,
0.38581070120222666,
0.3843823742908617,
0.3837928619096026,
0.38402591747978665,
0.3850599996817387,
0.3868695610669891,
0.3894261918860651,
0.39269952649313594,
0.3966578623850715,
0.4012684874620551,
0.40649775178128456,
0.41231095005745455,
0.4186720972666146,
0.42554368160049766,
0.43288646877537107,
0.440659412996041,
0.44881970701962454,
0.4573229808188196,
0.46612363849379107,
0.4751753083045875,
0.4844313717466538,
0.4938455342055532,
0.5033724009458488,
0.5129680267122141,
0.5225904136994995,
0.5321999398935575,
0.5417597068769787,
0.5512358025150291,
0.5605974791445774,
0.569817251861078,
0.5788709242721681,
0.5877375507942917,
0.5963993453934138,
0.6048415468075461,
0.613052249922799,
0.6210222122682716,
0.6287446436821421,
0.6362149861862475,
0.643430690066938,
0.6503909911505312,
0.6570966933178594,
0.663549959445128,
0.6697541131974118,
0.6757134534386797,
0.6814330824550521
],
[
0.4188358191706554,
0.4134530922636742,
0.4088299641425675,
0.4049906592825401,
0.4019508967907033,
0.39971803692009505,
0.398291577699364,
0.39766394518191944,
0.3978214890911001,
0.3987455759114201,
0.40041366728556266,
0.40280028343421426,
0.4058777766542095,
0.40961687382798706,
0.41398698318060145,
0.4189562932992175,
0.42449171702706634,
0.430558746593339,
0.4371212887577788,
0.44414154126330757,
0.451579957260309,
0.4593953259549783,
0.4675449788170464,
0.47598511392085086,
0.4846712181396945,
0.49355855874903093,
0.5026027124580139,
0.5117601003142863,
0.5209885003111018,
0.5302475147749147,
0.5394989757188187,
0.5487072775022072,
0.557839631764971,
0.5668662443599992,
0.5757604177381094,
0.5844985849359265,
0.5930602830661128,
0.6014280751505559,
0.6095874294310976,
0.6175265650984282,
0.6252362728422943,
0.6327097178675867,
0.6399422321397348,
0.6469311016944453,
0.6536753539257951,
0.6601755488904573,
0.6664335778576729,
0.672452471607342,
0.6782362203371086,
0.6837896064830532
],
[
0.4320408905711942,
0.42687024468035095,
0.4224190896015632,
0.4187103628427392,
0.4157593532166838,
0.4135738300810624,
0.4121544626723558,
0.411495481063118,
0.4115855058398637,
0.4124084587489702,
0.4139444638422088,
0.4161706583777543,
0.41906185292054055,
0.4225910069794633,
0.42672951544341053,
0.4314473274243256,
0.4367129391962616,
0.4424933145275945,
0.44875378830150875,
0.4554580038783211,
0.46256792323571966,
0.47004393414250534,
0.47784506310074826,
0.48592928873346486,
0.49425393922225247,
0.5027761500742448,
0.5114533549930251,
0.5202437824969892,
0.5291069334104286,
0.5380040185700956,
0.5468983412025121,
0.5557556137302553,
0.5645442037362052,
0.5732353081173871,
0.581803057923866,
0.590224558960837,
0.5984798749819914,
0.6065519613221535,
0.614426557236255,
0.6220920451644987,
0.6295392847564073,
0.6367614288699525,
0.6437537280075087,
0.6505133288297796,
0.657039071555939,
0.6633312902510768,
0.6693916192458714,
0.6752228082432388,
0.6808285480498748,
0.6862133083289702
],
[
0.44516545447486616,
0.4402023689569098,
0.4359204423773195,
0.43234145000734014,
0.42948027829703606,
0.42734503379098465,
0.42593739275410736,
0.4252531502413378,
0.42528290852403916,
0.42601283361576564,
0.4274254069614855,
0.42950010733250676,
0.4322139740714081,
0.435542024185997,
0.43945751881604667,
0.4439320957218185,
0.4489358007597695,
0.45443706101166625,
0.46040264478616244,
0.4667976497677086,
0.47358555168592686,
0.48072833404206994,
0.4881867067465003,
0.4959204098001906,
0.5038885886975056,
0.5120502217491071,
0.5203645761781004,
0.5287916693447662,
0.5372927132373793,
0.545830523732877,
0.5543698803873482,
0.562877827058,
0.5713239080184704,
0.5796803380909986,
0.5879221085033929,
0.5960270326208826,
0.6039757374205373,
0.6117516076411308,
0.6193406900552191,
0.6267315653846006,
0.6339151951241961,
0.6408847500511455,
0.647635426559166,
0.6541642562403707,
0.6604699133898849,
0.6665525243707308,
0.672413482073865,
0.6780552680577117,
0.6834812843623798,
0.6886956964699026
],
[
0.4581793098817965,
0.4534192196925055,
0.44930366550220435,
0.445853358738138,
0.44308279658042626,
0.4410003494490908,
0.4396085485552369,
0.43890453861997075,
0.4388806463658444,
0.43952500699446556,
0.44082218990666067,
0.44275377146814243,
0.44529881547679706,
0.44843423894474305,
0.4521350591176308,
0.4563745345506083,
0.46112422625682636,
0.4663540129740724,
0.4720320969646332,
0.4781250339031173,
0.48459781346361397,
0.49141400775276933,
0.49853599440500646,
0.5059252514331855,
0.5135427129145651,
0.5213491689336536,
0.5293056900995985,
0.5373740562389266,
0.5455171701161946,
0.5536994397096355,
0.5618871160981741,
0.5700485778878889,
0.5781545569091833,
0.5861783033577734,
0.5940956914553122,
0.6018852689889524,
0.6095282557484479,
0.6170084969611185,
0.6243123784064744,
0.6314287100644036,
0.6383485850065073,
0.6450652198656405,
0.6515737826894478,
0.6578712133622084,
0.6639560411150627,
0.6698282029749688,
0.6754888663542696,
0.6809402583734518,
0.6861855039505018,
0.6912284741868411
],
[
0.4710541152504743,
0.46649240389465285,
0.4625402514797485,
0.45921738335382184,
0.45653791006011263,
0.4545103936215703,
0.45313808042263853,
0.45241927135772453,
0.45234778874898135,
0.4529134932449,
0.45410280344740467,
0.4558991763863697,
0.4582835172257576,
0.46123450004801597,
0.46472879610537393,
0.4687412194069624,
0.47324481013399705,
0.4782108829612406,
0.4836090694728242,
0.48940738177508303,
0.4955723189820619,
0.502069030684778,
0.5088615431208677,
0.5159130457301613,
0.5231862290360658,
0.5306436599041475,
0.5382481774150334,
0.5459632917628633,
0.5537535694499854,
0.5615849901686286,
0.5694252636801861,
0.5772440982926657,
0.5850134158395324,
0.5927075111134891,
0.600303156335464,
0.6077796533539938,
0.6151188378519001,
0.6223050409120429,
0.6293250139189751,
0.6361678230214574,
0.6428247193296891,
0.6492889907456878,
0.6555558008926846,
0.6616220200768879,
0.6674860526288383,
0.673147664367826,
0.6786078133379828,
0.6838684863974086,
0.6889325437140306,
0.6938035727409722
],
[
0.48376351463690487,
0.47939550965261063,
0.47560367248573465,
0.4724068041883146,
0.46981862430103305,
0.4678478170354271,
0.4664982164855102,
0.4657691063552598,
0.4656556010923722,
0.4661490706135476,
0.46723757067290955,
0.4689062453304043,
0.47113767617762015,
0.4739121636621232,
0.4772079373851448,
0.4810013029725799,
0.4852667416303808,
0.4899769838486781,
0.4951030805359537,
0.5006144933260711,
0.5064792215432445,
0.5126639772605802,
0.5191344130769101,
0.5258554006259994,
0.5327913521866388,
0.5399065735788285,
0.5471656340271733,
0.554533737816949,
0.5619770831451147,
0.569463195249713,
0.57696122331578,
0.584442193446306,
0.5918792128457447,
0.5992476230548752,
0.6065251024384913,
0.6136917200706453,
0.620729944653239,
0.6276246131533331,
0.6343628644931527,
0.6409340439313794,
0.6473295837993092,
0.653542866064961,
0.6595690718513427,
0.6654050225835818,
0.6710490169263561,
0.6765006671321758,
0.6817607378785703,
0.6868309901469315,
0.6917140322005945,
0.69641317926277
],
[
0.4962832184380661,
0.4921041890821509,
0.4884694648356308,
0.4853969720112162,
0.4829000304807857,
0.4809873813947869,
0.47966333121020477,
0.47892799165019373,
0.4787775886058604,
0.47920480948264804,
0.4801991585733747,
0.4817472936506352,
0.48383332352232444,
0.48643905476692867,
0.48954418499817776,
0.49312644851658316,
0.49716172699027583,
0.5016241421191547,
0.5064861487558676,
0.5117186457996735,
0.5172911188202058,
0.5231718235222372,
0.529328013640167,
0.5357262114240579,
0.5423325141775674,
0.549112926757906,
0.5560337077550201,
0.563061716235833,
0.5701647463185633,
0.5773118381799867,
0.5844735560980662,
0.5916222264980996,
0.5987321314407406,
0.6057796553568167,
0.6127433849489609,
0.6196041639538553,
0.6263451058515299,
0.6329515686188576,
0.6394110962799835,
0.6457133323508083,
0.6518499103602103,
0.6578143265117264,
0.6636017992775081,
0.6692091203376688,
0.6746345008319954,
0.6798774164092605,
0.6849384540672373,
0.6898191632925094,
0.6945219135467391,
0.6990497597140743
],
[
0.5085910454259389,
0.5045962023243068,
0.501115274507283,
0.49816535389156325,
0.49575934978383474,
0.49390600007418006,
0.49260997999961303,
0.4918720916296281,
0.49168951214341405,
0.4920560763624234,
0.4929625692119673,
0.4943970067421117,
0.4963448895696357,
0.4987894193160789,
0.5017116758351053,
0.5050907597495993,
0.5089039101989696,
0.5131266111366097,
0.5177327007532392,
0.5226944977064484,
0.5279829551670531,
0.5335678498003811,
0.5394180083220083,
0.5455015698208947,
0.5517862781435967,
0.5582397956422687,
0.5648300276944562,
0.571525446630288,
0.5782954039484961,
0.5851104207744519,
0.5919424481746267,
0.5987650909493367,
0.6055537906583509,
0.6122859657104422,
0.6189411082345239,
0.6255008390605358,
0.63194892342921,
0.6382712510120317,
0.6444557844724079,
0.6504924811690356,
0.656373192734954,
0.6620915472061037,
0.6676428181659856,
0.6730237850590962,
0.6782325884406999,
0.6832685835038824,
0.6881321947804679,
0.692824774468477,
0.6973484664088827,
0.7017060773278871
],
[
0.5206669325340325,
0.5168514291237196,
0.5135208702367241,
0.5106915469217532,
0.508375946352063,
0.5065827485552262,
0.5053169052461955,
0.504579786908604,
0.5043693803673677,
0.5046805171678073,
0.5055051133589219,
0.5068324036961229,
0.5086491574535538,
0.5109398683483425,
0.5136869167712825,
0.5168707078183609,
0.5204697928588093,
0.5244609850910925,
0.52881948051453,
0.5335189950270208,
0.5385319262181648,
0.5438295452883171,
0.5493822208882805,
0.5551596730350024,
0.561131252035553,
0.5672662348475207,
0.5735341296862632,
0.5799049789955477,
0.5863496510579661,
0.5928401113888269,
0.5993496664439828,
0.60585317387934,
0.6123272154417164,
0.6187502303906453,
0.6251026090291146,
0.6313667473775397,
0.6375270652146628,
0.6435699906167462,
0.6494839147603135,
0.6552591211378067,
0.6608876935030839,
0.6663634068523852,
0.6716816055943594,
0.6768390728057316,
0.6818338941391483,
0.6866653195738438,
0.6913336258003169,
0.6958399816247549,
0.7001863183808417,
0.7043752069556037
],
[
0.5324929183136178,
0.5288518539393933,
0.5256681301205843,
0.5229572656415811,
0.5207313144462385,
0.5189988499727333,
0.5177650188122661,
0.5170316523623211,
0.5167974221530214,
0.517058023105566,
0.5178063692964866,
0.5190327887748926,
0.5207252073075888,
0.5228693151235257,
0.5254487152057666,
0.5284450558374391,
0.5318381534300177,
0.5356061137821346,
0.5397254606636326,
0.5441712800224419,
0.5489173863763033,
0.5539365154081218,
0.5592005438264847,
0.5646807345752749,
0.5703480028189811,
0.5761731960450617,
0.5821273802576598,
0.5881821236304635,
0.5943097690942639,
0.6004836880457686,
0.6066785085293036,
0.6128703126998127,
0.619036799968507,
0.6251574138272324,
0.6312134318384574,
0.6371880195906162,
0.6430662505091644,
0.6488350942635386,
0.6544833771213135,
0.6600017179897842,
0.665382444077906,
0.6706194901390086,
0.675708285149128,
0.6806456300684032,
0.6854295700521186,
0.6900592641483783,
0.694534855161744,
0.6988573419931963,
0.703028456399509,
0.7070505457593604
],
[
0.544053105275963,
0.5405815298176418,
0.5375410069277909,
0.5349463082804682,
0.5328090447783823,
0.5311376404879431,
0.5299373653259899,
0.5292104172904742,
0.528956042735555,
0.5291706821515875,
0.5298481292305611,
0.5309796926044593,
0.5325543522922901,
0.5345589061994448,
0.5369781055226621,
0.5397947811609348,
0.5429899658151931,
0.5465430180927222,
0.5504317554804404,
0.5546326025348078,
0.5591207592127891,
0.5638703921956554,
0.5688548496456325,
0.5740468973982792,
0.5794189724065797,
0.584943447524138,
0.590592900570241,
0.5963403801016051,
0.6021596603947355,
0.6080254787346608,
0.613913749092058,
0.6198017475190463,
0.6256682659746066,
0.6314937326887935,
0.6372602984982121,
0.6429518897662535,
0.6485542294979225,
0.6540548290501613,
0.6594429534220226,
0.6647095634956547,
0.6698472388087134,
0.6748500844967652,
0.6797136259773904,
0.684434694783144,
0.6890113087132708,
0.6934425491863517,
0.6977284383570476,
0.7018698182254055,
0.7058682336294722,
0.7097258206808758
],
[
0.5553336055911734,
0.5520265254959794,
0.5491254765584198,
0.5466445061811666,
0.5445947742462556,
0.5429845185206372,
0.5418190700541431,
0.5411009111363771,
0.5408297666257329,
0.541002718705929,
0.5416143354330928,
0.542656804741112,
0.5441200676756722,
0.5459919472276702,
0.5482582718775144,
0.5509029954830976,
0.5539083171346247,
0.5572548058379059,
0.5609215352686048,
0.5648862333782365,
0.5691254504508942,
0.5736147475095271,
0.5783289049968872,
0.5832421496593054,
0.5883283957636481,
0.5935614953503012,
0.5989154912743703,
0.6043648663541809,
0.6098847820120987,
0.6154513002935907,
0.6210415839922919,
0.6266340706837412,
0.6322086176705418,
0.6377466160693156,
0.6432310734444006,
0.6486466654543618,
0.6539797578851281,
0.6592184011765797,
0.6643523001022131,
0.6693727616403791,
0.6742726242956426,
0.6790461722100257,
0.6836890373690667,
0.6881980930797245,
0.692571341698265,
0.6968077993362412,
0.7009073799890567,
0.704870781228896,
0.7086993732941695,
0.712395093100413
],
[
0.5663224738944876,
0.5631748594777042,
0.5604094733584285,
0.5580396600502284,
0.5560761226074572,
0.5545268812166768,
0.5533972745102299,
0.552689997645987,
0.5524051698573843,
0.5525404236285785,
0.5530910079339176,
0.5540498990361834,
0.5554079140026875,
0.5571538241351246,
0.5592744676394339,
0.5617548628065744,
0.5645783244932214,
0.5677265876123477,
0.5711799415861127,
0.5749173792898004,
0.5789167630219523,
0.5831550086311764,
0.587608287308357,
0.5922522429136735,
0.597062221230564,
0.6020135063633696,
0.6070815587116593,
0.6122422485990787,
0.6174720796970635,
0.6227483968148262,
0.6280495733518952,
0.633355174640066,
0.6386460944482972,
0.6439046630039184,
0.6491147259267975,
0.6542616944259284,
0.6593325679334059,
0.6643159310275885,
0.6692019270178224,
0.6739822109304302,
0.6786498848606919,
0.6831994187542477,
0.6876265596725499,
0.6919282325002785,
0.6961024348872885,
0.700148129001349,
0.7040651324165031,
0.7078540101889138,
0.7115159698888329,
0.7150527610731041
],
[
0.5770096302974983,
0.5740164241594178,
0.5713828153443327,
0.5691214660375129,
0.567242619009957,
0.5657540509410351,
0.564661062416129,
0.5639664998685412,
0.5636708037118161,
0.5637720765123547,
0.5642661653072472,
0.5651467530217164,
0.5664054552534078,
0.5680319202790761,
0.5700139317855862,
0.5723375153147491,
0.5749870505546772,
0.5779453922778472,
0.5811940028562806,
0.5847130988883242,
0.5884818136259211,
0.5924783757219949,
0.5966803034787128,
0.6010646124284708,
0.6056080328651153,
0.6102872329774002,
0.6150790425947501,
0.619960672269785,
0.6249099224865872,
0.6299053781606478,
0.6349265842259045,
0.6399541989144868,
0.6449701222509726,
0.6499575982350316,
0.6549012901139857,
0.6597873290024473,
0.6646033368559796,
0.6693384254290707,
0.6739831733356334,
0.6785295836833063,
0.6829710249787359,
0.6873021581123059,
0.6915188522429198,
0.6956180923331131,
0.6995978809485459,
0.7034571367496331,
0.7071955918808307,
0.7108136902175103,
0.7143124881719217,
0.7176935594973987
],
[
0.5873867761334727,
0.584542902525341,
0.5820371218284942,
0.5798814340953848,
0.578085620764392,
0.5766571940845784,
0.5756013781732144,
0.574921117987054,
0.5746171117074037,
0.5746878617542347,
0.5751297398674333,
0.5759370623732555,
0.5771021727842481,
0.5786155301126902,
0.5804658025406878,
0.5826399672166086,
0.5851234177943392,
0.5879000817987833,
0.5909525499420629,
0.5942622191406302,
0.5978094502557199,
0.6015737405986861,
0.6055339101317878,
0.6096682991816759,
0.6139549744836961,
0.618371939583312,
0.6228973450982954,
0.6275096941201957,
0.6321880381028226,
0.6369121589197303,
0.6416627333238729,
0.646421476751838,
0.6511712642201564,
0.6558962269027389,
0.6605818238045866,
0.665214888715583,
0.6697836533088395,
0.6742777478209878,
0.6786881812075078,
0.6830073030032178,
0.6872287493416571,
0.6913473757070139,
0.6953591790210079,
0.6992612116189209,
0.7030514895579848,
0.7067288975415718,
0.7102930925467751,
0.7137444080224623,
0.7170837602896326,
0.7203125585342128
],
[
0.5974473044875116,
0.5947476794464827,
0.5923657254662082,
0.5903128006101385,
0.5885982263032018,
0.58722923405797,
0.5862109396173284,
0.58554634162629,
0.5852363413493812,
0.5852797797455823,
0.5856734884030329,
0.5864123513760724,
0.5874893757706088,
0.5888957698722417,
0.5906210285719421,
0.592653026686198,
0.5949781213823837,
0.5975812652297804,
0.6004461313683438,
0.603555251931533,
0.6068901702266901,
0.6104316063472779,
0.6141596349643514,
0.6180538731225105,
0.6220936750422857,
0.6262583302821446,
0.630527261190041,
0.6348802154008578,
0.6392974492107241,
0.6437598979590984,
0.6482493300356948,
0.6527484817535008,
0.6572411710392675,
0.6617123886387438,
0.6661483662708191,
0.6705366218558598,
0.6748659825612584,
0.6791265869331835,
0.6833098678078421,
0.6874085180155931,
0.6914164411102348,
0.6953286894810518,
0.6991413922470313,
0.7028516753027989,
0.7064575757966323,
0.7099579531845271,
0.713352398832139,
0.7166411459388761,
0.7198249813446304,
0.7229051605574704
],
[
0.6071862071693963,
0.6046257492342515,
0.6023635803641655,
0.6004104369271835,
0.5987751839161843,
0.5974647600118772,
0.5964841465252886,
0.5958363580127691,
0.5955224519008314,
0.5955415543109743,
0.5958908994332862,
0.5965658802232316,
0.5975601088175572,
0.5988654857889806,
0.6004722780810469,
0.6023692060834654,
0.6045435407401069,
0.6069812117694082,
0.6096669279960366,
0.6125843104538392,
0.6157160383648987,
0.6190440073933745,
0.6225494987950313,
0.6262133573165473,
0.6300161750189044,
0.633938477667736,
0.6379609099924466,
0.6420644159854465,
0.6462304104925114,
0.6504409386167813,
0.6546788198906397,
0.6589277747216237,
0.6631725312472463,
0.6673989113964408,
0.6715938956139216,
0.6757456663257282,
0.6798436307849787,
0.6838784244192554,
0.687841896195316,
0.6917270778194117,
0.6955281388040874,
0.6992403295604235,
0.7028599147264871,
0.7063840989281185,
0.7098109470976467,
0.7131393013603256,
0.7163686963473579,
0.7194992746177417,
0.7225317036772333,
0.7254670958788928
],
[
0.6165999794706222,
0.6141736207869807,
0.6120271675856203,
0.6101707550967139,
0.6086127975703021,
0.6073599325584338,
0.6064169860988182,
0.6057869571467255,
0.6054710192527555,
0.6054685373771627,
0.6057770978604962,
0.6063925499017974,
0.6073090573714797,
0.6085191603318217,
0.610013846172181,
0.6117826307106056,
0.613813649904182,
0.6160937629043899,
0.6186086670742641,
0.6213430252617114,
0.6242806051326173,
0.6274044297617263,
0.630696938022908,
0.6341401526800866,
0.6377158535172742,
0.6414057524107756,
0.6451916669730169,
0.6490556893024484,
0.6529803464575626,
0.6569487495205738,
0.6609447285017075,
0.6649529508252319,
0.6689590216968896,
0.6729495652429599,
0.6769122859008432,
0.6808360101014628,
0.6847107087929839,
0.688527501797553,
0.6922786453584955,
0.695957504520507,
0.6995585121903755,
0.7030771168546314,
0.7065097209897991,
0.7098536121987546,
0.7131068890521237,
0.7162683835158685,
0.7193375817142741,
0.72231454461989,
0.7251998300863685,
0.7279944174534116
],
[
0.6256865237960682,
0.6233892214221644,
0.6213543991482214,
0.6195916119353809,
0.6181088309012054,
0.6169123875626775,
0.6160069364632945,
0.6153954349789762,
0.6150791388290769,
0.6150576117395381,
0.6153287478073867,
0.6158888053702036,
0.6167324515436602,
0.6178528169955663,
0.6192415609121171,
0.6208889464211458,
0.6227839269191351,
0.6249142437719394,
0.6272665357125841,
0.6298264599533594,
0.6325788245930826,
0.63550773137754,
0.6385967273140633,
0.6418289631040326,
0.645187355889688,
0.6486547534546632,
0.6522140967990178,
0.6558485779432849,
0.6595417899021981,
0.6632778659953784,
0.6670416060078809,
0.6708185871504891,
0.6745952582673013,
0.6783590162656606,
0.6820982642723611,
0.6858024515255787,
0.6894620954746019,
0.6930687869646652,
0.6966151797230112,
0.7000949656301636,
0.7035028374569952,
0.7068344408761967,
0.7100863176214139,
0.7132558416753062,
0.7163411503267589,
0.7193410718554718,
0.7222550514871126,
0.7250830771217815,
0.7278256061797356,
0.7304834947375842
],
[
0.6344450530634369,
0.6322718002949068,
0.6303445214236925,
0.6286722123194111,
0.6272624102924387,
0.6261211389122202,
0.6252528690721371,
0.6246604954558039,
0.6243453273519558,
0.6243070927046013,
0.6245439543631659,
0.6250525376889305,
0.6258279689407998,
0.6268639241581216,
0.6281526885310539,
0.6296852264534141,
0.6314512625520926,
0.6334393739578194,
0.6356370939176073,
0.6380310265595511,
0.6406069722307486,
0.6433500623750683,
0.646244902442109,
0.6492757208659635,
0.6524265217629602,
0.6556812387043844,
0.6590238867462398,
0.6624387098546671,
0.6659103209529553,
0.6694238320241263,
0.6729649720140821,
0.6765201906711119,
0.680076746902162,
0.6836227806985027,
0.6871473681585469,
0.6906405595921491,
0.6940934011112058,
0.6974979404826978,
0.7008472183338448,
0.70413524605015,
0.7073569718947591,
0.7105082370035358,
0.7135857229785622,
0.7165868928189183,
0.7195099268980721,
0.7223536556289287,
0.7251174903575995,
0.7278013539020667,
0.7304056120085569,
0.7329310068425411
],
[
0.6428759946090442,
0.6408218321528941,
0.6389980187028577,
0.6374130124841741,
0.6360739278244831,
0.6349864810480175,
0.6341549507927569,
0.6335821521926888,
0.6332694242052657,
0.6332166293160082,
0.6334221649090094,
0.6338829857326886,
0.6345946370831475,
0.635551298535459,
0.6367458382371656,
0.6381698779025385,
0.6398138686829247,
0.641667178021224,
0.6437181874235548,
0.6459544008081928,
0.648362562742142,
0.6509287854793812,
0.653638683306969,
0.6564775123218721,
0.6594303134356627,
0.6624820561630537,
0.6656177806122893,
0.668822735069931,
0.672082506659648,
0.6753831427458841,
0.6787112610338801,
0.6820541466679033,
0.6853998350276972,
0.688737179346686,
0.692055902702987,
0.6953466343470499,
0.698600930712159,
0.7018112817942501,
0.7049711038773742,
0.7080747198160698,
0.711117328264319,
0.7140949633637474,
0.717004446474255,
0.7198433315529021,
0.7226098457670098,
0.7253028268711146,
0.7279216587907597,
0.730466206745271,
0.7329367531124277,
0.7353339350958089
],
[
0.650980895217279,
0.649040922060375,
0.6473165175750755,
0.6458156239946795,
0.6445449447700343,
0.6435098919394737,
0.6427145463580203,
0.642161630455129,
0.6418524930624164,
0.6417871058124202,
0.641964070647968,
0.6423806380810354,
0.6430327359747092,
0.6439150087621872,
0.6450208671322889,
0.646342548274347,
0.6478711867659571,
0.6495968960931101,
0.6515088606125589,
0.6535954375099974,
0.6558442679931251,
0.6582423966111239,
0.6607763972404531,
0.6634325039508029,
0.6661967446915429,
0.669055075540159,
0.6719935131451236,
0.6749982629840109,
0.678055841143295,
0.6811531875021543,
0.684277768456237,
0.6874176676320989,
0.6905616634002887,
0.6936992923755034,
0.6968208984774434,
0.6999176674994964,
0.7029816474803423,
0.7060057554852673,
0.7089837716717825,
0.7119103217335644,
0.7147808489858084,
0.7175915774743373,
0.7203394675624332,
0.7230221654770189,
0.7256379482840701,
0.7281856657171584,
0.7306646802082069,
0.7330748063713325,
0.7354162510743437,
0.7376895551030379
],
[
0.658762327794795,
0.6569317116299521,
0.6553026926798574,
0.6538827189627274,
0.6526780962264439,
0.6516939371058404,
0.6509341217912876,
0.6504012700555145,
0.6500967243833051,
0.6500205439130385,
0.6501715089218995,
0.6505471356527904,
0.651143701369836,
0.6519562796172729,
0.6529787857197592,
0.6542040325799652,
0.6556237967863305,
0.6572288949322119,
0.659009269867671,
0.6609540863655307,
0.6630518353999666,
0.6652904459299022,
0.6676574027749851,
0.670139868893287,
0.6727248101393193,
0.6753991204165274,
0.6781497450525509,
0.6809638002243328,
0.6838286863433567,
0.6867321934729778,
0.6896625970792891,
0.6926087427002113,
0.6955601184385201,
0.6985069145267649,
0.7014400695595031,
0.7043513033264986,
0.7072331364972875,
0.7100788976930329,
0.7128827187288734,
0.7156395190145304,
0.7183449802607521,
0.7209955127541238,
0.7235882145345637,
0.7261208248412925,
0.7285916731880686,
0.7309996253914408,
0.7333440278114024,
0.7356246509769956,
0.7378416336648872,
0.7399954283812626
]
]
},
{
"hoverinfo": "text",
"legendgroup": "In-sample",
"marker": {
"color": "black",
"opacity": 0.5,
"symbol": 1
},
"mode": "markers",
"name": "In-sample",
"text": [
"0_0",
"10_0",
"11_0",
"12_0",
"13_0",
"14_0",
"15_0",
"16_0",
"17_0",
"18_0",
"19_0",
"1_0",
"20_0",
"21_0",
"22_0",
"23_0",
"24_0",
"25_0",
"26_0",
"27_0",
"28_0",
"2_0",
"3_0",
"4_0",
"5_0",
"6_0",
"7_0",
"8_0",
"9_0"
],
"type": "scatter",
"x": [
0.2766467332839966,
0.03852364132214521,
2.184345267097412e-16,
9.760252620570405e-17,
0.005223835268753936,
1.0774675959281709e-16,
3.4938528263188223e-19,
4.521955231347305e-16,
0.0,
0.02217512796722329,
0.0669941051410776,
0.9940979480743408,
0.07038036117476693,
0.1403312437439268,
0.07304461618168541,
0.04003096907670499,
0.13394118136074012,
0.1668182900975896,
0.18681063663899083,
0.17268517552519105,
0.20325496472879168,
0.16709503531455994,
0.5930187106132507,
0.903041660785675,
0.4993301033973694,
0.1345365041060559,
0.14215095534950242,
0.12044766261569127,
0.086718678746971
],
"xaxis": "x",
"y": [
0.43186479806900024,
0.0,
2.5773981531761035e-16,
3.15655550396786e-17,
0.0,
4.0298711749700964e-17,
0.007133882920973962,
0.00964721253484519,
0.055029741815382636,
0.026325377928777437,
0.08659413480946007,
0.6611761450767517,
0.11030987748980928,
0.14945350581523995,
0.21602969950592946,
0.2730351084743125,
0.17993282250512807,
0.17581473139170797,
0.19929384374745185,
0.17345666951559688,
0.1691135071450467,
0.09410719573497772,
0.07430656254291534,
0.26782259345054626,
0.16428275406360626,
0.21935827524158255,
0.11494981445211024,
0.05184078455989443,
1.1268661123934133e-12
],
"yaxis": "y"
},
{
"hoverinfo": "text",
"legendgroup": "In-sample",
"marker": {
"color": "black",
"opacity": 0.5,
"symbol": 1
},
"mode": "markers",
"name": "In-sample",
"showlegend": false,
"text": [
"0_0",
"10_0",
"11_0",
"12_0",
"13_0",
"14_0",
"15_0",
"16_0",
"17_0",
"18_0",
"19_0",
"1_0",
"20_0",
"21_0",
"22_0",
"23_0",
"24_0",
"25_0",
"26_0",
"27_0",
"28_0",
"2_0",
"3_0",
"4_0",
"5_0",
"6_0",
"7_0",
"8_0",
"9_0"
],
"type": "scatter",
"x": [
0.2766467332839966,
0.03852364132214521,
2.184345267097412e-16,
9.760252620570405e-17,
0.005223835268753936,
1.0774675959281709e-16,
3.4938528263188223e-19,
4.521955231347305e-16,
0.0,
0.02217512796722329,
0.0669941051410776,
0.9940979480743408,
0.07038036117476693,
0.1403312437439268,
0.07304461618168541,
0.04003096907670499,
0.13394118136074012,
0.1668182900975896,
0.18681063663899083,
0.17268517552519105,
0.20325496472879168,
0.16709503531455994,
0.5930187106132507,
0.903041660785675,
0.4993301033973694,
0.1345365041060559,
0.14215095534950242,
0.12044766261569127,
0.086718678746971
],
"xaxis": "x2",
"y": [
0.43186479806900024,
0.0,
2.5773981531761035e-16,
3.15655550396786e-17,
0.0,
4.0298711749700964e-17,
0.007133882920973962,
0.00964721253484519,
0.055029741815382636,
0.026325377928777437,
0.08659413480946007,
0.6611761450767517,
0.11030987748980928,
0.14945350581523995,
0.21602969950592946,
0.2730351084743125,
0.17993282250512807,
0.17581473139170797,
0.19929384374745185,
0.17345666951559688,
0.1691135071450467,
0.09410719573497772,
0.07430656254291534,
0.26782259345054626,
0.16428275406360626,
0.21935827524158255,
0.11494981445211024,
0.05184078455989443,
1.1268661123934133e-12
],
"yaxis": "y2"
}
],
"layout": {
"annotations": [
{
"font": {
"size": 14
},
"showarrow": false,
"text": "Mean",
"x": 0.25,
"xanchor": "center",
"xref": "paper",
"y": 1,
"yanchor": "bottom",
"yref": "paper"
},
{
"font": {
"size": 14
},
"showarrow": false,
"text": "Standard Error",
"x": 0.8,
"xanchor": "center",
"xref": "paper",
"y": 1,
"yanchor": "bottom",
"yref": "paper"
}
],
"autosize": false,
"height": 450,
"hovermode": "closest",
"legend": {
"orientation": "h",
"x": 0,
"y": -0.25
},
"margin": {
"b": 100,
"l": 35,
"pad": 0,
"r": 35,
"t": 35
},
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "#2a3f5f"
},
"error_y": {
"color": "#2a3f5f"
},
"marker": {
"line": {
"color": "#E5ECF6",
"width": 0.5
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "#E5ECF6",
"width": 0.5
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "#2a3f5f",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "#2a3f5f"
},
"baxis": {
"endlinecolor": "#2a3f5f",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "#2a3f5f"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "heatmap"
}
],
"heatmapgl": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "heatmapgl"
}
],
"histogram": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattergl"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "#EBF0F8"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "#C8D4E3"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowcolor": "#2a3f5f",
"arrowhead": 0,
"arrowwidth": 1
},
"coloraxis": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"colorscale": {
"diverging": [
[
0,
"#8e0152"
],
[
0.1,
"#c51b7d"
],
[
0.2,
"#de77ae"
],
[
0.3,
"#f1b6da"
],
[
0.4,
"#fde0ef"
],
[
0.5,
"#f7f7f7"
],
[
0.6,
"#e6f5d0"
],
[
0.7,
"#b8e186"
],
[
0.8,
"#7fbc41"
],
[
0.9,
"#4d9221"
],
[
1,
"#276419"
]
],
"sequential": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"sequentialminus": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
]
},
"colorway": [
"#636efa",
"#EF553B",
"#00cc96",
"#ab63fa",
"#FFA15A",
"#19d3f3",
"#FF6692",
"#B6E880",
"#FF97FF",
"#FECB52"
],
"font": {
"color": "#2a3f5f"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "#E5ECF6",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "#E5ECF6",
"polar": {
"angularaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"radialaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"scene": {
"xaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"yaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"zaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
}
},
"shapedefaults": {
"line": {
"color": "#2a3f5f"
}
},
"ternary": {
"aaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"baxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"caxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
},
"yaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
}
}
},
"width": 950,
"xaxis": {
"anchor": "y",
"autorange": false,
"domain": [
0.05,
0.45
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"title": {
"text": "x1"
},
"type": "linear"
},
"xaxis2": {
"anchor": "y2",
"autorange": false,
"domain": [
0.6,
1
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"title": {
"text": "x1"
},
"type": "linear"
},
"yaxis": {
"anchor": "x",
"autorange": false,
"domain": [
0,
1
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"title": {
"text": "x2"
},
"type": "linear"
},
"yaxis2": {
"anchor": "x2",
"autorange": false,
"domain": [
0,
1
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"type": "linear"
}
}
},
"text/html": [
"\n",
" \n",
" \n",
"
\n",
" \n",
"
\n",
" \n",
" \n",
"
\n",
" \n",
"
\n",
" \n",
" \n",
"
\n",
" \n",
"