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# -*- coding: utf-8 -*-
"""
aco.pyプログラム
蟻コロニー最適化法 (aco) の例題プログラム
acoにより最適値を学習します
使い方 c:\>python aco.py
"""
# モジュールのインポート
import math
import random
 
# グローバル変数
NOA = 20          # 蟻の個体数
ILIMIT = 50       # 繰り返しの回数
Q = 3             # フェロモン更新の定数
RHO = 0.8         # 蒸発の定数
STEP = 10         # 道のりのステップ数
EPSILON = 0.15    # 行動選択のランダム性を決定
SEED = 32767      # 乱数のシード
 
# 下請け関数の定義
# update()関数
def update(cost, pheromone, mstep):
    """フェロモンの更新"""
    sum_lm = 0.0  # 蟻の歩いた合計距離
    # フェロモンの蒸発
    for i in range(2):
        for j in range(STEP):
            pheromone[i][j] *= RHO
 
    # 蟻による上塗り
    for m in range(NOA):
        # 個体mの移動距離lmの計算
        lm = 0.0
        for i in range(STEP):
            lm += cost[mstep[m][i]][i]
 
        # フェロモンの上塗り
        for i in range(STEP):
            pheromone[mstep[m][i]][i] += Q * (1.0 / lm)
 
        sum_lm += lm
    # 蟻の歩いた平均距離を出力
    print(sum_lm / NOA)
    return
# update()関数の終わり
 
# walk()関数
def walk(cost, pheromone, mstep):
    """蟻を歩かせる"""
    for m in range(NOA):
        for s in range(STEP):
            # ε-greedy法による行動選択
            if (  (random.random() < EPSILON)
                or (abs(pheromone[0][s] - pheromone[1][s]) < 0.1)
                ):
                # ランダムに行動
                mstep[m][s] = random.randint(0, 1)
            else:
                # フェロモン濃度により選択
                if pheromone[0][s] > pheromone[1][s]:
                    mstep[m][s] = 0
                else:
                    mstep[m][s] = 1
    # 蟻の挙動の出力
    print(mstep)
    return
# walk()関数の終わり
 
# メイン実行部
cost = [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
        [5, 5, 5, 5, 5, 5, 5, 5, 5, 5]]  # 各ステップのコスト
pheromone = [[0.0 for i in range(STEP)]
             for j in range(2)]          # 各ステップのフェロモン量
mstep = [[0 for i in range(STEP)]
         for j in range(NOA)]            # 蟻が歩いた過程
 
# 乱数の初期化
random.seed(SEED)
 
# 最適化の本体
for i in range(ILIMIT):
    # フェロモンの状態出力
    print(i)
    print(pheromone)
    # 蟻を歩かせる
    walk(cost, pheromone, mstep)
    # フェロモンの更新
    update(cost, pheromone, mstep)
# フェロモンの状態出力
print(i)
print(pheromone)
# aco.pyの終わり

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Success #stdin #stdout 0.12s 14316KB

stdin

Standard input is empty

stdout

0
[[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]]
[[1, 1, 0, 1, 1, 1, 0, 0, 1, 0], [1, 0, 0, 1, 0, 0, 1, 0, 0, 0], [1, 1, 0, 1, 1, 0, 0, 1, 0, 1], [0, 1, 1, 1, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [0, 0, 0, 0, 0, 1, 1, 0, 0, 1], [0, 0, 0, 1, 1, 0, 1, 0, 0, 1], [0, 0, 0, 0, 1, 1, 0, 0, 1, 1], [0, 1, 1, 0, 0, 1, 1, 1, 1, 1], [0, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 1, 1, 0, 1, 0, 0, 0, 0], [1, 0, 1, 1, 1, 1, 1, 0, 0, 1], [0, 0, 0, 0, 1, 1, 1, 1, 0, 0], [1, 0, 1, 0, 0, 1, 0, 0, 0, 0], [1, 0, 1, 0, 1, 0, 1, 1, 0, 0], [1, 1, 0, 0, 0, 0, 1, 0, 1, 0], [1, 1, 0, 0, 0, 0, 0, 1, 1, 1], [0, 1, 1, 0, 1, 0, 0, 1, 1, 1], [0, 1, 0, 0, 0, 1, 0, 1, 0, 1], [1, 1, 1, 1, 1, 0, 0, 1, 0, 0]]
29.2
1
[[0.9533200545584447, 1.2649613544350387, 1.3415055532702593, 1.3168330121890495, 1.022427417783455, 0.9472233648704237, 1.139078568490333, 1.0378120331680705, 1.52966723678798, 0.895351707116413], [1.1625343696551127, 0.8508930697785188, 0.7743488709432982, 0.799021412024508, 1.0934270064301024, 1.1686310593431337, 0.9767758557232242, 1.078042391045487, 0.5861871874255775, 1.2205027170971443]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 0, 1, 0], [0, 0, 0, 0, 0, 0, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 0, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 0, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 1, 0, 0, 0, 1, 0, 0, 0, 1], [0, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 1, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 0, 0, 1]]
27.6
2
[[1.0656863466770587, 3.025735709079363, 3.302355683532155, 3.1943823565495397, 1.9071096292768122, 1.060808994926642, 3.040414095708214, 1.53374613003096, 3.040050805747401, 0.8526450020567667], [2.8561484336097345, 0.8960990712074305, 0.6194790967546386, 0.7274524237372536, 2.0147251510099813, 2.8610257853601513, 0.8814206845785794, 2.3880886502558334, 0.8817839745393925, 3.0691897782300264]]
[[1, 0, 0, 0, 0, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 1, 1]]
30.4
3
[[0.8525490773416471, 4.2585240064373195, 4.489107911696147, 4.472388692834513, 1.7774359551697017, 0.964031811325929, 4.4374493782791, 1.3423815194093836, 4.26997608377175, 0.8184796380090498], [4.290036848600317, 0.8840619195046442, 0.6534780142458162, 0.6701972331074499, 3.3651499707722636, 4.178554114616035, 0.7051365476628635, 3.8002044065325817, 0.8726098421702138, 4.3241062879329135]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1]]
29.4
4
[[0.7974238772579332, 5.260212870308223, 5.6446799945152835, 5.54306932530833, 1.8527179949049923, 0.9866100644453586, 5.315117873664, 1.1892898309121223, 5.469374532175767, 0.7547837104072398], [5.370038528654005, 0.9072495356037154, 0.5227824113966529, 0.6243930806036071, 4.314744411006951, 5.18085234146658, 0.8523445322479378, 4.978172574999818, 0.6980878737361711, 5.412678695504698]]
[[1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 1, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
31.2
5
[[0.753323717190962, 6.0529666763370695, 6.184069787467425, 6.279251840337155, 1.482174395923994, 0.8892880515562869, 6.008655384904045, 0.9514318647296979, 6.208531299948752, 0.6038269683257919], [6.113677881746727, 0.8140349226006194, 0.6829318114702636, 0.5877497586005328, 5.384827203013701, 5.977713547381403, 0.8583462140336444, 5.915569734207993, 0.6584702989889368, 6.263174630611896]]
[[1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 1, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.0
6
[[0.6026589737527697, 6.774212090555459, 6.779094579459743, 7.043475515873173, 1.537487768487447, 0.8268150566296449, 6.738763057409038, 0.8975091281473947, 6.798663789444804, 0.5830615746606335], [6.911016349000831, 0.7394632321981426, 0.7345807432938579, 0.4701998068804263, 5.976187554266159, 6.686860266123957, 0.7749122653445627, 6.6161661946062065, 0.7150115333087965, 6.930613748092966]]
[[1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 0, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.0
7
[[0.48212717900221574, 7.345614016335763, 7.337755301576838, 7.561024756589935, 1.4607594455591886, 1.0076058914575623, 7.317254789818627, 0.8180073025179158, 7.149790760062625, 0.5664492597285068], [7.543292717209708, 0.6798058798761611, 0.6876645946350863, 0.4643951396219881, 6.56466045065274, 7.017814004754364, 0.7081651063932973, 7.207412593694008, 0.8756291361492997, 7.458970636483416]]
[[1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 1, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.0
8
[[0.38570174320177264, 7.802735556960007, 7.796448585152866, 7.875064149163345, 1.1686075564473508, 1.0368539439352806, 7.780048175746297, 0.869790457398948, 7.734312246059143, 0.5685440231674208], [8.04911381177681, 0.6320799980185761, 0.6383669698257162, 0.5597514058152375, 7.266207998531235, 7.3979616110433035, 0.654767379232285, 7.565025097579635, 0.7005033089194398, 7.866271531811161]]
[[1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 1, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.8
9
[[0.4449250309250545, 8.108416335325302, 8.103386757879589, 8.166279209087973, 1.1866342969061323, 1.1602523859174554, 8.166737018589629, 0.8112169813037738, 8.230148274839904, 0.570219833918552], [8.345625891050402, 0.682134586650155, 0.6871641640958671, 0.6242717128874842, 7.603916625069326, 7.630298536058003, 0.623813903385828, 7.979333940671683, 0.5604026471355519, 8.220331088056904]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 1, 1]]
29.6
10
[[0.471324640124659, 8.259131258305485, 8.355107596348914, 8.493656851433268, 1.1646920529095213, 0.9282019087339644, 8.48225839315224, 1.1951274311968656, 8.532987398152459, 0.6869450979040724], [8.609984875736243, 0.8221782575554182, 0.7262019195119879, 0.5876526644276344, 7.916617462951383, 8.15310760712694, 0.5990511227086625, 7.886182084664038, 0.5483221177084415, 8.39436441795683]]
[[1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 0, 0, 1, 0, 1]]
30.2
11
[[0.3770597120997272, 8.514544825648906, 8.403090601966003, 8.69040059426878, 0.931753642327617, 0.8425615269871715, 8.781281827643957, 1.2868711757267235, 8.721865031644134, 0.6495560783232579], [8.883463013711161, 0.7459779001619816, 0.8574321238448844, 0.5701221315421076, 8.328769083483271, 8.417961198823717, 0.47924089816693, 7.973651550084166, 0.5386576941667532, 8.61096664748763]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 1, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 0, 0, 1], [0, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 0, 0, 0, 1, 0, 1]]
29.2
12
[[0.6016477696797817, 8.58238863715425, 8.608609873592542, 8.92669316155241, 0.8607875292467091, 1.0411820887226044, 9.099398148252552, 1.2812451923296306, 9.051864711452692, 0.6350294780432217], [8.881143097106316, 0.9004022296318478, 0.8741809931935547, 0.5560977052336861, 8.622003337539388, 8.441608778063493, 0.383392718533544, 8.201545674456467, 0.4309261553334026, 8.847761388742875]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1]]
30.4
13
[[0.5967028311284408, 8.849621316963212, 8.870598306113846, 9.036829642364095, 0.8040146387819828, 0.8329456709780836, 9.174993631724208, 1.0249961538637045, 9.048731588166673, 0.5080235824345775], [8.97324026954025, 0.7203217837054783, 0.6993447945548438, 0.5331134583045959, 8.765928461886707, 8.736997429690607, 0.39494946894448224, 8.544946946804986, 0.5212115125020162, 9.061919518234113]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1]]
29.6
14
[[0.4773622649027527, 9.027422702534603, 9.055968999737464, 9.11000670031661, 1.0893655571794325, 0.8817411521670823, 9.208773185922347, 0.935381538475579, 9.198475625379725, 0.6100387754499245], [9.226317864596233, 0.6762574269643826, 0.6477111297615221, 0.5936734291823764, 8.614314572319554, 8.821938977331904, 0.49490694357663845, 8.768298591023408, 0.5052045041192601, 9.093641354049062]]
[[1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 0], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.0
15
[[0.7490226790550694, 9.315315373051947, 9.249917116696588, 9.293147277159905, 0.871492445743546, 0.8207775371182813, 9.460395759762141, 1.0944590769343094, 9.363922417210397, 0.624394656723576], [9.107298635568384, 0.5410059415715062, 0.6064041979268648, 0.5631740374635482, 8.984828868879907, 9.035543777505172, 0.39592555486131076, 8.761862237689146, 0.4923988974130552, 9.231926657899876]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 0, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.4
16
[[0.8299873740132864, 9.334769780959034, 9.458921764110041, 9.493505892480695, 0.6971939565948369, 0.7929856660582614, 9.527304678562484, 1.1119308979110838, 9.550126004521088, 0.6149003407634762], [9.114057748438247, 0.6092753414924991, 0.4851233583414919, 0.4505392299708386, 9.246851165856697, 9.151059456393272, 0.41674044388904863, 8.832114224540451, 0.3939191179304442, 9.329144781688058]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 1, 0, 0, 0, 1, 0, 1, 0, 1]]
31.0
17
[[0.6639898992106291, 9.239761526124688, 9.518030481066546, 9.45746248964542, 0.6577551652758695, 0.6343885328466091, 9.317318855972154, 1.1203139490980978, 9.41452328516009, 0.491920272610781], [9.24213926852911, 0.6663676416150519, 0.3880986866731935, 0.44866667809431793, 9.248374002463871, 9.27174063489313, 0.5888103117675857, 8.785815218641643, 0.49160588257964954, 9.414208895128958]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 1, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.4
18
[[0.882940171116755, 9.294450542426517, 9.538118337958949, 9.401428650704402, 0.641588747605311, 0.5075108262772873, 9.456496406304488, 1.0326147956421146, 9.18131877318425, 0.5089208334732402], [9.044604484601802, 0.6330941132920416, 0.38942631775960745, 0.5261160050141541, 9.285955908113248, 9.42003382944127, 0.4710482494140686, 8.894929860076443, 0.746225882534308, 9.418623822245317]]
[[1, 0, 1, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 1, 0, 0, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
31.2
19
[[0.9581003886416558, 9.3863798931198, 9.287055756340004, 9.383727085624463, 0.6496346344478852, 0.40600866102182986, 9.427781290104532, 0.8260918365136917, 8.773273858530942, 0.6435003031422285], [8.934754795111777, 0.5064752906336333, 0.6057994274134276, 0.5091280981289704, 9.24322054930555, 9.486846522731604, 0.46507389364890195, 9.066763347239743, 1.119581325222493, 9.249354880611206]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 0, 0, 1], [1, 0, 1, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 0, 1, 0, 1, 0, 1]]
29.6
20
[[0.7664803109133247, 9.47730630034528, 9.28608228503909, 9.386948760231363, 1.0078195956701963, 0.5765551805657156, 9.510427417933064, 0.8972371055745897, 9.07505676679184, 0.5148002425137829], [9.20424151605651, 0.4934155266245537, 0.6846395419307421, 0.5837730667384705, 8.962902231299639, 9.394166646404118, 0.46029440903676866, 9.073484721395245, 0.8956650601779945, 9.455921584456052]]
[[1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 0, 0, 1], [1, 0, 1, 0, 1, 0, 0, 1, 1, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 0, 0, 1, 1, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 1, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1]]
31.6
21
[[0.6131842487306598, 9.166624966232616, 9.080828416526364, 9.359044816494423, 0.806255676536157, 0.8894629844361185, 9.360304522841544, 0.8541533208233082, 8.747302119575625, 0.6272248093956417], [9.291826389575593, 0.7383856720736368, 0.8241822217798878, 0.5459658218118291, 9.098754961770096, 9.015547653870135, 0.544706115464709, 9.050857317482945, 1.1577085187306309, 9.277785828910611]]
[[1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 1, 0, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
31.2
22
[[0.6059320143691432, 9.124250199230431, 9.046325033768834, 9.144225612662074, 0.9640090661158036, 0.8269550029335102, 9.26990591882098, 0.798707272043262, 8.681980776394003, 0.5017798475165134], [9.266921459362305, 0.7486032745010148, 0.8265284399626099, 0.7286278610693728, 8.908844407615645, 9.045898470797937, 0.6029475549104669, 9.074146201688185, 1.1908726973374457, 9.371073626214933]]
[[0, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 1, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.4
23
[[0.7364938632435664, 9.368104829327399, 9.12681732853707, 9.295849865955066, 1.0019764836618736, 0.7615640023468082, 9.369244789615223, 0.754350433019225, 8.847106628519557, 0.768556745146078], [9.230493585684647, 0.5988826196008119, 0.8401701203911406, 0.6711375829731454, 8.96501096526634, 9.205423446581404, 0.597742659312989, 9.212637015908987, 1.119880820408656, 9.198430703782135]]
[[0, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [0, 1, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 1, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1]]
29.2
24
[[1.008199615481731, 9.482266668891777, 9.201001374141867, 9.324462698193912, 1.0323504176987297, 0.9554050480312929, 9.571413931239682, 0.9188649617999954, 8.865468108245503, 0.6148453961168624], [9.041408443208345, 0.5673413897982966, 0.8486066845482066, 0.7251453604961634, 9.017257640991346, 9.094203010658783, 0.4781941274503912, 9.13074309689008, 1.184139950444572, 9.434762662573213]]
[[1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 1, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 0, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 1, 1]]
29.6
25
[[1.0429233287490212, 9.475497026035498, 9.31404754327201, 9.339965923780612, 1.041264949543599, 1.0160722901732862, 9.558579541796176, 1.217609451957479, 9.003110809097427, 0.6282399532571263], [9.065394177546167, 0.63282048025969, 0.7942699630231808, 0.7683515825145778, 9.067052556751591, 9.092245216121905, 0.5497379644990127, 8.890708054337711, 1.105206697197763, 9.480077553038063]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 0, 0, 0], [1, 0, 0, 0, 0, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
28.8
26
[[0.934338662999217, 9.633201679514805, 9.504042093304014, 9.415488872014302, 1.1360422626651823, 0.8128578321386289, 9.7786150605444, 1.7232717107501325, 9.2342400743854, 0.7846432446569831], [9.284066769144392, 0.5852037526288046, 0.7143633388395974, 0.8029165601293093, 9.082363169478429, 9.405547600004981, 0.4397903715992102, 8.49513372139348, 0.9841653577582105, 9.433762187486629]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 1, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 1, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [0, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 1, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1]]
28.8
27
[[0.9992191821476254, 9.75168680638436, 9.727306505836781, 9.656463928805012, 1.254987656285992, 0.7502862657109032, 9.57978221709039, 1.8667292567119942, 9.334994302466596, 0.9948474628584537], [9.299577994760831, 0.5471103705240964, 0.571490671071678, 0.6423332481034475, 9.043809520622467, 9.548510911197555, 0.7190149598180678, 8.432067920196465, 0.9638028744418625, 9.303949714050006]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 1, 1], [1, 0, 0, 0, 0, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [0, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1]]
29.6
28
[[0.9993753457181003, 9.663957425362522, 9.832688479042105, 9.77601441741669, 1.1403537613924302, 1.0673618797015898, 9.5381984598097, 1.7241526361388262, 9.23060342222831, 0.795877970286763], [9.290505670181345, 0.6259235905369241, 0.4571925368573424, 0.5138665984827581, 9.149527254507017, 9.222519136197858, 0.7516825560897484, 8.565728379760623, 1.059277593671137, 9.494003045612684]]
[[1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 1, 1]]
29.8
29
[[0.7995002765744803, 9.67279489956603, 9.807779742509696, 9.762440493209363, 1.0276676244985596, 0.9692741191458873, 9.660423021241417, 1.8254759550649073, 9.22611169705866, 0.6367023762294104], [9.462268789538735, 0.5889741665471864, 0.45398932360352096, 0.4993285729038536, 9.234101441614657, 9.29249494696733, 0.6013460448717988, 8.436293111048313, 1.0356573690545567, 9.625066689883806]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 1, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 0, 0, 0], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 0], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
28.4
30
[[0.7549848366441997, 9.794659887841492, 9.826177173961131, 9.866376362756158, 1.3405490180137662, 0.7754192953167099, 9.696527091064155, 2.0824155919691067, 9.537313325835596, 0.9914131830348103], [9.61085438443504, 0.5711793332377492, 0.5396620471181109, 0.4994628583230829, 9.025290203065476, 9.590419925762534, 0.669312130015086, 8.283423629110139, 0.8285258952436454, 9.374426038044431]]
[[0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0], [1, 0, 0, 0, 1, 1, 1, 1, 1, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.2
31
[[0.9347571000845906, 9.658278734062403, 9.871727857075761, 9.815651913994136, 1.072439214411013, 0.620335436253368, 9.689060422337127, 1.9022961099389217, 9.373454116036633, 0.9294941827914847], [9.368700394685659, 0.6451787607078464, 0.4317296376944888, 0.48780558077611336, 9.231018280359235, 9.683122058516883, 0.6143970724331215, 8.40116138483133, 0.930003378733616, 9.373963311978764]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 1, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 1, 0, 1, 0, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.8
32
[[0.7478056800676725, 9.552793720541395, 9.41993310944982, 9.836587001328887, 0.9943150078924469, 0.7116529643873097, 9.647078513885633, 1.637221503335753, 9.23669873200313, 1.110728213366055], [9.479025785882104, 0.6740377454083825, 0.8068983564999588, 0.3902444646208907, 9.232516458057328, 9.51517850156247, 0.5797529520641442, 8.589609962614025, 0.9901327339466452, 9.116103252583722]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.8
33
[[0.598244544054138, 9.67769363542118, 9.57140514654792, 9.904728260051174, 1.0472002580622093, 0.8210706232580995, 9.476650881861278, 1.3097772026686023, 9.248347056355277, 1.1039671860774596], [9.618679287693748, 0.539230196326706, 0.645518685199967, 0.3121955716967126, 9.169723573685676, 9.39585320848979, 0.7402729498866095, 8.907146629079286, 0.9685767753926104, 9.112956645670428]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 1, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1]]
30.4
34
[[0.4785956352433104, 9.728342095762516, 9.54331130466391, 9.90996979546651, 0.8377602064497675, 0.8568564986064796, 9.200325230375896, 1.378590992904113, 9.217682169971093, 0.8831737488619678], [9.681130617580571, 0.4313841570613648, 0.6164149481599737, 0.24975645735737007, 9.321966046374111, 9.302869754217404, 0.9594010224479873, 8.78113525991977, 0.9420440828527882, 9.276552503961913]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 1, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.4
35
[[0.6136457389638792, 9.73968725127064, 9.691662618391755, 9.781369501531573, 0.7855927805444294, 1.0162544296544147, 9.417273758961343, 1.1028727943232903, 9.154688722402208, 1.0373082298588052], [9.571148837955853, 0.44510732564909183, 0.493131958527979, 0.4034250753881585, 9.399201796375301, 9.16854014726532, 0.7675208179583899, 9.081921782596442, 1.0301058545175248, 9.147486347060928]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 1, 0, 0, 1], [1, 0, 1, 0, 0, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 1, 0, 0, 1, 0, 1, 0, 1], [0, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 1, 1, 1, 0, 0, 0, 1]]
30.0
36
[[0.8580494583039705, 9.63082836950684, 9.504173369086086, 9.57593887559794, 0.953073154916827, 0.9283881591081472, 9.445748254392434, 1.213067466227863, 9.174594252294447, 0.9298465838870442], [9.31710006583979, 0.5443211546369205, 0.6709761550576773, 0.599210648545821, 9.222076369226933, 9.246761365035615, 0.7294012697513274, 8.962082057915898, 1.000555271849314, 9.245302940256718]]
[[1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 1, 1, 0, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.0
37
[[0.6864395666431764, 9.636501445091275, 9.523412738872318, 9.592589849964154, 0.8624585239334616, 0.8309458214041648, 9.311966764764456, 1.2222022247305424, 9.359749445439007, 0.9956255188578872], [9.473754096275282, 0.5236922178271836, 0.6367809240461418, 0.5676038129543038, 9.297735138984997, 9.329247841514295, 0.8482268981540031, 8.937991438187916, 0.8004442174794513, 9.164568144060572]]
[[1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 1, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [0, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 1, 1], [1, 0, 0, 0, 0, 1, 0, 1, 1, 1]]
30.4
38
[[0.879920884083772, 9.529777483770086, 9.427541812912567, 9.582883501786036, 1.0053514345313848, 0.7801412725079473, 9.279437665205224, 1.0931463951690494, 9.205899103862512, 0.7965004150863098], [9.245280962183356, 0.595424362497041, 0.6976600333545605, 0.5423183444810902, 9.119850411735742, 9.34506057375918, 0.8457641810619022, 9.032055451098078, 0.9193027424046136, 9.328701431180818]]
[[0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0]]
30.2
39
[[0.819321322651633, 9.461757426189894, 9.389256815200472, 9.5924775347203, 0.8042811476251078, 0.6241130180063579, 9.359008791152245, 1.1262653678834913, 9.379125310499129, 0.8889485838172996], [9.295246181771189, 0.6528100782329269, 0.7253106892223482, 0.5220899697025192, 9.310286356797713, 9.490454486416462, 0.7555587132705744, 8.988302136539328, 0.7354421939236909, 9.225618920605521]]
[[1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.6
40
[[0.6554570581213065, 9.611034900227928, 9.464799117318742, 9.627375692934605, 0.6434249181000863, 0.4992904144050863, 9.44060069808016, 1.131781525076024, 9.344929207675316, 1.257312713207686], [9.477825904692963, 0.5222480625863416, 0.6684838454955256, 0.5059072698796624, 9.489858044714182, 9.633992548409182, 0.6926822647341067, 9.001501437738245, 0.7883537551389527, 8.875970249606585]]
[[1, 0, 0, 1, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 0, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 0, 0, 1]]
28.0
41
[[0.9124775346089333, 9.859457290811708, 9.74246866448436, 9.67252992497705, 0.9028518225919572, 0.5357959678877054, 9.723109929093495, 1.2208098354454346, 9.646572736769619, 1.2575984223144006], [9.364778206271849, 0.4177984500690733, 0.5347870763964205, 0.6047258159037299, 9.374403918288824, 9.741459772993075, 0.5541458117872854, 9.056445905435348, 0.6306830041111622, 9.019657318566383]]
[[1, 0, 1, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 1, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 1, 1, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 1, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 0, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.8
42
[[1.1971148948200139, 9.649030683587897, 9.437578386955645, 9.597012010734412, 0.8222814580735658, 0.7594060050793952, 9.816423382448619, 0.9766478683563478, 9.755193628589517, 1.2424423742151571], [9.062625137058436, 0.6107093482905528, 0.8221616449228044, 0.6627280211440365, 9.437458573804882, 9.500334026799052, 0.44331664942982835, 9.283092163522102, 0.5045464032889297, 9.017297657663294]]
[[0, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1]]
29.8
43
[[1.2094401676042628, 9.672544601428758, 9.41267068981955, 9.551982294724917, 0.6578251664588527, 0.9746576711963834, 9.806458760517335, 0.8967029100696937, 9.8457102515477, 1.0939538993721258], [9.039907206574583, 0.5768027727500893, 0.8366766843592962, 0.697365079453929, 9.591522207719992, 9.274689702982462, 0.4428886136615098, 9.352644464109153, 0.4036371226311438, 9.155393474806722]]
[[1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 1, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.0
44
[[0.9675521340834102, 9.56987443062881, 9.45021059545909, 9.561659879383384, 0.7416447485516976, 0.8797261369571067, 9.777005757899671, 0.8537259644193914, 9.720171656606317, 1.2269113712459525], [9.251999808863117, 0.6496775123177185, 0.769341347487437, 0.6578920635631432, 9.47790719439483, 9.33982580598942, 0.44254618504685495, 9.365825978527136, 0.49938028634020926, 8.992640571700576]]
[[1, 0, 0, 1, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 1, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1]]
30.2
45
[[0.8622770013843754, 9.654994567127476, 9.471028204874054, 9.283717043778196, 0.6933157988413581, 0.8191655249503008, 9.720699628944166, 0.6829807715355132, 9.686997053791835, 1.312298327765993], [9.312459575597275, 0.5197420098541748, 0.7037083721075967, 0.8910195332034558, 9.481420778140292, 9.35557105203135, 0.45403694803748396, 9.491755805446136, 0.4877395231898145, 8.862438249215659]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 0, 1, 0, 1, 0, 1]]
30.2
46
[[0.8261852374711367, 9.474838928074663, 9.504136426507218, 9.266052203512885, 0.9217855062059537, 0.7707170353448561, 9.792108859880955, 0.661769232613026, 9.676911505641442, 1.0498386622127944], [9.329153180839805, 0.6804994902362811, 0.6512019918037245, 0.8892862147980589, 9.233552912104988, 9.384621382966087, 0.36322955842998716, 9.493569185697915, 0.47842691266949866, 9.10549975609815]]
[[1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 0, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1]]
29.0
47
[[0.8917174207461402, 9.6788427590784, 9.702280757824445, 9.235342791193684, 0.9737920413283994, 0.7529372646395213, 9.932658704523433, 0.896548253223288, 9.752265527014178, 0.9762345661338719], [9.331524930521283, 0.5443995921890249, 0.5209615934429797, 0.9878995600737414, 9.249450309939025, 9.470305086627903, 0.29058364674398973, 9.326694098044136, 0.47097682425324605, 9.247007785133553]]
[[1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 1, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [0, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.6
48
[[0.8133739365969123, 9.718516412116685, 9.549031516995875, 9.18724584957362, 0.9153972694263559, 0.8540980634598688, 10.009804462590358, 1.2997560850961132, 9.665489920582955, 1.017351289270734], [9.428897443388639, 0.523754967868867, 0.6932398629896779, 1.0550255304119343, 9.326874110559196, 9.388173316525682, 0.2324669173951918, 8.94251529488944, 0.5767814594025968, 9.224920090714818]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 0, 0, 0], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.6
49
[[0.9968529954313761, 9.671344049753674, 9.71222672189232, 9.422798187954514, 0.7323178155410848, 1.065329732819177, 9.804374490132613, 1.2064715347435573, 9.628922856526689, 1.0959323134678693], [9.269965616852685, 0.5954745625303878, 0.5545918903917423, 0.8440204243295475, 9.534500796742975, 9.201488879464884, 0.4624441221514476, 9.060347077540504, 0.6378957557573717, 9.170886298816193]]
[[1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 0], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 1, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1]]
29.8
49
[[1.0128670117297163, 9.69770872396583, 9.621126935980152, 9.222401446291208, 0.7012388678174832, 1.0830330170245726, 9.883080444690034, 1.0805618431794612, 9.654483843687647, 1.2075150815435265], [9.240168730681477, 0.5553270184453629, 0.631908806431041, 1.0306342961199848, 9.551796874593707, 9.17000272538662, 0.3699552977211581, 9.172473899231731, 0.5985518987235444, 9.045520660867668]]

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