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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 = 1          # 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 0.09s 14312KB

stdin

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Standard input is empty

stdout

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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]]
[[0, 1, 1, 0, 0, 1, 0, 1, 0, 0], [0, 0, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 0], [1, 0, 1, 0, 1, 1, 0, 0, 0, 1], [1, 1, 0, 0, 0, 0, 1, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 0], [0, 0, 1, 0, 1, 1, 0, 1, 0, 1], [0, 1, 0, 1, 0, 1, 0, 1, 0, 1], [1, 1, 0, 1, 0, 1, 1, 0, 0, 0], [1, 0, 1, 1, 1, 1, 1, 1, 0, 1], [0, 0, 0, 1, 1, 0, 0, 0, 0, 1], [1, 1, 0, 1, 0, 1, 0, 1, 1, 0], [1, 1, 0, 1, 0, 0, 0, 0, 0, 1], [1, 0, 0, 1, 1, 1, 0, 0, 1, 1], [1, 0, 1, 0, 1, 1, 0, 0, 1, 1], [1, 1, 0, 1, 1, 0, 0, 0, 1, 0], [0, 1, 1, 0, 1, 0, 0, 1, 1, 0], [0, 0, 1, 0, 0, 0, 1, 1, 1, 1], [1, 1, 0, 1, 0, 1, 1, 0, 0, 1], [1, 0, 1, 0, 1, 1, 0, 0, 1, 0]]
30.6
1
[[0.9645824763471821, 0.8724980901451489, 1.0528177704648294, 0.9399835458658987, 1.1200740436034553, 0.6517482517482517, 1.368202385849445, 1.3292883587001234, 0.9267967326790856, 0.8282188399835458], [1.0397543632837751, 1.1318387494858082, 0.9515190691661278, 1.0643532937650584, 0.8842627960275019, 1.3525885878827053, 0.6361344537815126, 0.6750484809308338, 1.0775401069518717, 1.1761179996474114]]
[[1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [1, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [1, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [1, 0, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
31.0
2
[[1.9979103249691488, 0.9133830875007346, 2.7157717205395233, 0.751986836692719, 2.857812033168071, 0.8675524475524476, 2.9680794128472154, 2.8580008227067055, 0.8568220015278839, 0.7779596873714522], [1.5673119450209234, 2.6518391824893377, 0.8494505494505494, 2.8132354332973533, 0.7074102368220015, 2.6976698224376245, 0.5971428571428572, 0.7072214472833668, 2.7084002684621886, 2.78726258261862]]
[[0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 0, 0, 1, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 1, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.4
3
[[3.4245726038667232, 0.8307064700005877, 3.9106264262053756, 0.7015894693541752, 4.1796766329645605, 1.0094265734265735, 4.079655242590229, 4.179827664595468, 0.916226831991538, 0.7377523652817772], [1.4210322185554385, 4.014898352421574, 0.9349783962167864, 4.144015353067986, 0.6659281894576012, 3.836178248995588, 0.7659495798319328, 0.6657771578266934, 3.9293779904306243, 4.1078524571403845]]
[[0, 1, 0, 1, 0, 1, 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, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 1, 0, 1, 0], [0, 0, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 0, 0, 1, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1]]
30.4
4
[[4.723368490333196, 0.7645651760004702, 4.935740959968823, 0.6766561908679556, 5.2274517136114635, 1.0075412587412589, 5.132049985927384, 4.951101950680896, 0.7329814655932304, 0.8209711229946527], [1.1368257748443509, 5.095629089177075, 0.9244533052087233, 5.183538074309589, 0.632742551566081, 4.852653006436287, 0.7281442792501617, 0.9090923144966488, 5.127212799584315, 5.039223142182893]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 1, 1, 0, 0, 0, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 0], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1]]
31.0
5
[[5.481336113793323, 0.863400392548628, 5.660522015198418, 0.5413249526943645, 6.06107328065123, 1.036802237762238, 5.817569235965267, 5.8399934703067755, 0.6746204665922314, 0.7931405347593585], [1.1741665022284218, 5.792102223473114, 0.9949806008233255, 6.114177663327377, 0.5944293353705119, 5.618700378259506, 0.8379333800564762, 0.8155091457149662, 5.980882149429511, 5.862362081262383]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.4
6
[[6.305645218731723, 0.8061049294235179, 6.3607586457381515, 0.5330599621554917, 6.8483823206391, 0.9448264055944058, 6.48639642235163, 6.404335809824838, 0.5396963732737852, 0.9806662739613331], [1.01828057020379, 6.517820859511992, 0.9631671431973602, 6.790865826780018, 0.47554346829640953, 6.379099383341106, 0.8375293665838808, 0.9195899791106728, 6.784229415661724, 6.343259514974178]]
[[0, 1, 0, 1, 0, 1, 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, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 1, 1, 0], [0, 0, 0, 1, 0, 1, 0, 1, 1, 1], [0, 0, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 0, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1]]
29.0
7
[[7.1434877916040485, 1.2483804470353177, 7.087578533209191, 0.5628116060880297, 7.57767747312995, 1.1076093762237764, 7.0233828721470335, 6.934204970360894, 0.5471417140036435, 0.9727683132867135], [0.814624456163032, 6.709731800731761, 0.8705337145578882, 7.395300641679047, 0.38043477463712766, 6.850502871543303, 0.9347293756200459, 1.0239072774061853, 7.410970533763434, 6.985343934480365]]
[[1, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 1, 1, 1], [1, 1, 0, 1, 0, 1, 1, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.8
8
[[7.352799283056989, 0.9987043576282542, 7.465966613183207, 0.6810185156396547, 7.955568984934056, 0.9860875009790212, 7.502845378451128, 7.340790982718811, 0.6413332807051774, 0.8935992660139863], [0.9860648900078252, 7.340159815436556, 0.8728975598816048, 7.657845657425156, 0.3832951881307548, 7.352776672085791, 0.8360187946136838, 0.9980731903460008, 7.697530892359634, 7.445264907050825]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [1, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 0, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 0, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
31.4
9
[[7.653041998486547, 0.7989634861026034, 7.81323530531198, 0.7601994278963391, 8.125969834291606, 0.8771052949008641, 7.584843580684212, 7.722382726637058, 0.5130666245641419, 0.714879412811189], [0.9467466488483655, 7.800825161232305, 0.7865533420229309, 7.839589219438571, 0.47381881304330353, 7.722683352434046, 1.0149450666506994, 0.8774059206978534, 8.086722022770768, 7.884909234523721]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 0, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 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, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 0, 1, 1, 0, 0, 1, 1]]
30.2
10
[[8.048677942680634, 0.6391707888820828, 8.140395341177419, 0.8235441577016868, 8.217732285628088, 0.8016842359206913, 7.9058839143211195, 8.094862599504449, 0.5258379150359289, 0.9180573764027975], [0.8363446874997451, 8.245851841298293, 0.7446272890029602, 8.06147847247869, 0.6672903445522899, 8.083338394259686, 0.9791387158592593, 0.7901600306759299, 8.35918471514445, 7.96696525377758]]
[[0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 1, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.4
11
[[8.344134066456956, 0.5113366311056663, 8.417507985254383, 0.6588353261613494, 8.567612834932566, 1.0721166195057839, 7.950951475348293, 8.213899129377308, 0.6242902415310057, 0.8498305165068535], [0.7573110441174432, 8.59010847946873, 0.6839371253200153, 8.442609784413047, 0.5338322756418319, 8.029328491068615, 1.1504936352261073, 0.8875459811970907, 8.477154869043394, 8.251614594067545]]
[[0, 0, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.6
12
[[8.726150527538245, 0.7762021720174003, 8.69661436845854, 0.5270682609290795, 8.904933542318734, 0.8576932956046271, 8.235133866416021, 8.53372728375688, 0.7302014239940353, 0.8162280495691192], [0.6058488352939546, 8.555797190814799, 0.6353849943736594, 8.804931101903119, 0.42706582051346553, 8.474306067227571, 1.09686549641618, 0.7982720790753197, 8.601797938838166, 8.51577131326308]]
[[0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 1, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 0, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
31.8
13
[[8.804664170542141, 0.7209617376139202, 8.525617286622031, 0.42165460874326366, 8.847690582366532, 0.6861546364837018, 8.137857033594827, 8.729672943938102, 0.5841611391952283, 0.7683670550399109], [0.5636264366562164, 8.647328869584436, 0.8426733205763269, 8.946635998455093, 0.5206000248318251, 8.682135970714654, 1.2304335736035321, 0.6386176632602558, 8.78412946800313, 8.599923552158446]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [1, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1]]
29.8
14
[[8.87245246051087, 0.6921540054757517, 8.68203229083608, 0.5680929177638417, 9.10687358997038, 0.6489237091869614, 8.460059382531965, 9.012459479227637, 0.5673289113561827, 0.7300782594165441], [0.6509011493249731, 8.831199604360089, 0.8413213189997614, 8.955260692072, 0.4164800198654601, 8.87442990064888, 1.0632942273038783, 0.5108941306082047, 8.95602469847966, 8.793275350419297]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 1, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1]]
29.4
15
[[8.975954564048344, 0.9054714561288532, 8.823618428308514, 0.5544743342110734, 9.3517267617336, 0.7708872190978209, 8.834275395782868, 8.999724884904111, 0.6692477444695616, 0.8148318383024662], [0.7089562135776256, 8.779439321497115, 0.8612923493174562, 9.130436443414897, 0.3331840158923681, 8.914023558528147, 0.8506353818431027, 0.6851858927218579, 9.015663033156407, 8.870078939323504]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 0, 0, 1, 0, 1, 0, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1]]
30.4
16
[[9.082335454048863, 0.9551463956723134, 8.769754471153593, 0.6589640827534741, 9.471188506314714, 0.6167097752782568, 8.978280045133076, 8.91311641661583, 0.6353981955756492, 0.751865470641973], [0.6554002649797476, 8.782589323356296, 0.9679812478750176, 9.078771636275137, 0.26654721271389453, 9.121025943750352, 0.7594556738955349, 0.8246193024127805, 9.102337523452961, 8.985870248386638]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 0, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 0], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 1, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 0, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1]]
29.0
17
[[9.171010280145708, 0.9948863473070816, 9.020945493829492, 0.8461757910896572, 9.570328016076035, 0.9605006873554726, 9.072381337628462, 9.035635050199282, 0.6083185564605194, 0.9532406282618302], [0.7125555061014451, 8.888679438940072, 0.8626202924176612, 9.037389995157497, 0.31323777017111565, 8.92306509889168, 0.8111844486186904, 0.8479307360478715, 9.275247229786633, 8.930325157985322]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 0, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.8
18
[[9.212373834976288, 0.7959090778456653, 8.90408671180567, 0.8923252482563412, 9.443592729602903, 0.8837851652689935, 9.045235386844846, 9.092308945136795, 0.5866548451684155, 0.8779771179940796], [0.6582796989988032, 9.074744456129427, 0.9665668221694231, 8.978328285718753, 0.42706080437218663, 8.986868368706098, 0.8254181471302465, 0.7783445888382973, 9.283998688806676, 8.992676415981013]]
[[0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 1, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 0, 0], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1]]
29.6
19
[[9.25104537265674, 0.8521118776611477, 8.916180380002599, 1.2112960960409704, 9.447785194240385, 0.7070281322151949, 9.305569908269234, 9.343228754902793, 0.7513751581860145, 0.8690483610619304], [0.7148590533166896, 9.113792548312283, 1.0497240459708326, 8.754608329932463, 0.5181192317330434, 9.258876293758235, 0.6603345177041973, 0.6226756710706378, 9.214529267787416, 9.096856064911501]]
[[0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 1, 0, 0], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 1, 1, 0], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1]]
29.6
20
[[9.446085166903666, 0.912458732898149, 8.90172258454506, 0.9690368768327764, 9.427006435935288, 0.7963917365413867, 9.489704795393662, 9.304447257315893, 0.816484741933427, 1.026007919618775], [0.5718872426533518, 9.10551367665887, 1.1162498250119601, 9.048935532724244, 0.5909659736217289, 9.221580673015632, 0.5282676141633579, 0.7135251522411257, 9.201487667623592, 8.991964489938246]]
[[0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1]]
28.4
21
[[9.69277928119878, 0.9607362170877501, 9.257289215311895, 1.005998732235452, 9.589281002306432, 0.7524980046177249, 9.63943968987313, 9.579468953528561, 1.0203206606796087, 1.0725545874432718], [0.45750979412268145, 9.189552858233712, 0.8929998600095681, 9.144290343086013, 0.5610080730150302, 9.397791070703738, 0.5108493854483334, 0.5708201217929005, 9.129968414641855, 9.077734487878192]]
[[1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 1, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 0, 0, 1, 1, 1], [1, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 0, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
32.2
22
[[9.305116494737538, 0.7685889736702002, 8.85672444202803, 0.8047989857883616, 9.477735828280005, 0.8173830190787953, 9.429627484215718, 9.17236296944347, 1.1316411439283025, 0.8580436699546174], [0.7003731603755446, 9.236900681442883, 1.1487652130850539, 9.200690669324723, 0.5277538268330768, 9.188106636034288, 0.5758621708973665, 0.8331266856696146, 8.873848511184782, 9.147445985158466]]
[[0, 1, 0, 1, 0, 0, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 1, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1]]
31.2
23
[[9.215965286547565, 0.6148711789361602, 8.701833687723612, 0.6438391886306893, 9.533008121802593, 0.7902700516266726, 9.31805085831587, 9.021527172194663, 1.005312915142642, 1.0381831877119458], [0.7392458967214883, 9.340340004332894, 1.2533774955454424, 9.311371994638366, 0.42220306146646147, 9.16494113164238, 0.6371603249531873, 0.9336840110743914, 8.949898268126413, 8.917027995557108]]
[[0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 0, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.0
24
[[9.318021098016326, 0.6072815585335436, 8.782043277875955, 0.6304559662891669, 9.47413214640611, 0.8476006566859535, 9.290401629734376, 9.162470606534004, 0.9196349474987291, 1.1767003963234028], [0.6703440857982433, 9.381083625281027, 1.2063219059386163, 9.357909217525405, 0.5142330374084634, 9.140764527128617, 0.697963554080197, 0.8258945772805658, 9.068730236315842, 8.811664787491168]]
[[1, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1]]
30.6
25
[[9.168896516422105, 0.6012098622114503, 8.830826334613214, 0.619749388415949, 9.472732723554985, 0.7934651407333783, 9.413983604335245, 9.144456123236248, 0.9510925733835988, 0.9413603170587224], [0.8034579311772944, 9.37114458538795, 1.1415281129861872, 9.352605059183453, 0.49962172404441774, 9.178889306866022, 0.5583708432641575, 0.8278983243631525, 9.021261874215803, 9.030994130540678]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 1, 1, 1, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 0, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 1, 1, 0, 0, 1, 1]]
30.4
26
[[9.321304400563255, 0.4809678897691603, 8.883665592577444, 0.5957995107327592, 9.29719070373086, 0.7230074067043497, 9.438426702472714, 9.213516791896923, 0.9552060425125471, 0.8684728690315934], [0.6427663449418355, 9.483102855735932, 1.0804051529276495, 9.368271234772335, 0.6668800417742339, 9.241063338800743, 0.5256440430323787, 0.7505539536081691, 9.008864702992547, 9.0955978764735]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [1, 1, 0, 0, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.4
27
[[9.17514306796191, 0.5001589271999436, 9.013267315690909, 0.5648749027038544, 9.167616816378349, 0.6784059253634798, 9.457076203607125, 9.277148275146493, 1.110318680163884, 0.8101629106098902], [0.7906836641887626, 9.465667804950732, 0.9525594164597667, 9.400951829446822, 0.7982099157723284, 9.287420806787194, 0.50875052854355, 0.6886784570041824, 8.855508051986792, 9.155663821540784]]
[[0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [1, 1, 0, 0, 0, 1, 0, 0, 1, 1]]
29.6
28
[[9.193508119527893, 0.5155117571445703, 9.152242811828739, 0.7518999221630835, 9.37572241237869, 0.7734939710600147, 9.607289922161712, 9.186876991157913, 1.0036395595157226, 0.7635149438725276], [0.8207822254686572, 9.498778587851982, 0.8620475331678134, 9.26239042283347, 0.6385679326178627, 9.240796373936536, 0.40700042283484, 0.8274133538386401, 9.01065078548083, 9.250775401124024]]
[[1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
31.4
29
[[9.026037741156962, 0.41240940571565626, 8.932653977969773, 0.8322891684996977, 9.278620320948434, 0.6187951768480118, 9.542821697195905, 9.185438720813918, 0.8029116476125782, 0.8261965704826375], [0.921331662727867, 9.534959998169175, 1.0147154259150557, 9.115080235385133, 0.6687490829363955, 9.328574227036817, 0.4045477066889247, 0.7619306830709122, 9.144457756272253, 9.121172833402191]]
[[0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 1, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 0, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.4
30
[[9.158839242699319, 0.42992752457252503, 9.023046259298889, 0.7812159501843736, 9.376289921917111, 0.8411899876322557, 9.687651022915087, 9.401744641809499, 0.8730985488592934, 0.66095725638611], [0.8524499455669091, 9.581361663693704, 0.9882429289673388, 9.230073238081856, 0.6349992663491164, 9.170099200633974, 0.32363816535113976, 0.6095445464567297, 9.138190639406936, 9.350331931880117]]
[[0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [1, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.6
31
[[9.275940172439991, 0.6593266350426354, 9.090835197484354, 0.8557419909167298, 9.461665421696578, 1.0191058362596508, 9.71075430249496, 9.382029197610489, 0.8138634544720502, 0.528765805108888], [0.7819599564535273, 9.398573493850884, 0.9670649314091653, 9.202158137976792, 0.5962347071969403, 9.03879429263387, 0.34714582639855884, 0.6758709312830309, 9.244036674421471, 9.52913432378463]]
[[0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 0, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1]]
30.2
32
[[9.331538255858849, 0.6274613080341084, 9.204506907473286, 0.8209572290970202, 9.491883161146472, 0.8152846690077207, 9.512206897364125, 9.428174181877601, 0.7664753789622556, 0.7747608958353622], [0.7255679651628218, 9.429644912987564, 0.8525993135483849, 9.236148991924653, 0.5652230598751993, 9.241821552013953, 0.5448993236575468, 0.6289320391440718, 9.290630842059418, 9.28234532518631]]
[[0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 1, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 0, 0, 1, 0, 1, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.0
33
[[9.549393500614674, 0.6173536618119021, 9.259533127788577, 0.887535014046847, 9.677669424844773, 0.6522277352061766, 9.605693119701249, 9.511317626045061, 0.9439495339390354, 0.9659625628221361], [0.5804543721302575, 9.512494210933031, 0.8703147449563551, 9.242312858698087, 0.45217844790015943, 9.477620137538757, 0.5241547530436845, 0.6185302466998729, 9.1858983388059, 9.163885309922797]]
[[0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [1, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 1, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.0
34
[[9.531822492799424, 0.4938829294495217, 9.388169488656194, 1.1407972420067085, 9.82267852630115, 0.6371668035495567, 9.76509748218633, 9.689597087261381, 0.9859288579204591, 0.8881546656423244], [0.6525987918218531, 9.690538355171757, 0.7962517959650841, 9.043624042614573, 0.3617427583201276, 9.547254481071723, 0.41932380243494766, 0.49482419735989835, 9.198492426700824, 9.296266618978956]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 0, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1]]
29.8
35
[[9.48444606499231, 0.5104909589442328, 9.54599424991302, 0.9126377936053669, 9.805366185911339, 0.7614816945878972, 9.84753664473713, 9.698901034679523, 0.9251067227000037, 0.825908347898475], [0.6985496216927767, 9.672504727740856, 0.6370014367720673, 9.270357893079723, 0.3776295007737491, 9.421513992097193, 0.33545904194795817, 0.4840946520055658, 9.257888963985087, 9.357087338786615]]
[[0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 0, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 0, 1], [0, 0, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1]]
29.8
36
[[9.548116725556813, 0.760141018903638, 9.509119979375734, 0.7301102348842936, 9.71414074798863, 0.8399545864395486, 9.650353895235021, 9.728968627003177, 1.0918336299082547, 0.8914959090880109], [0.6470749914718684, 9.435050698125044, 0.686071737652948, 9.46508148214439, 0.48105096904005196, 9.355237130589135, 0.5448378217936607, 0.4662230900255053, 9.103358087120428, 9.303695807940672]]
[[0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1]]
30.2
37
[[9.464737724336848, 0.7234974305075259, 9.510010915627278, 0.6994728032920503, 9.774027530517595, 0.6719636691516389, 9.458292165961767, 9.785889833729232, 0.9888515193112193, 0.9285813426550241], [0.6941305814127889, 9.43537087524211, 0.6488573901223584, 9.459395502457587, 0.3848407752320416, 9.486904636597998, 0.7005761397878698, 0.3729784720204043, 9.170016786438419, 9.230286963094613]]
[[1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 1, 0, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 0, 1]]
30.2
38
[[9.32263345384216, 0.8305461961542725, 9.623557889227444, 0.6749628580182557, 9.542915977519788, 0.8683401660905419, 9.582182889495035, 9.567790435473714, 0.9274448518126118, 0.8582496895086348], [0.8200103474831724, 9.312097605171058, 0.5190859120978868, 9.467680943307077, 0.5997278238055428, 9.27430363523479, 0.5604609118302959, 0.5748533658516176, 9.21519894951272, 9.284394111816697]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 1, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 0, 0, 0, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
28.6
39
[[9.6007915292879, 1.0618728543593154, 9.75329578347848, 0.7066369530812713, 9.677017548230003, 1.5382618764621774, 9.631960489574906, 9.708681820475496, 0.8573404968347049, 0.6865997516069079], [0.6560082779865379, 9.194926952915122, 0.5035040237959565, 9.550162854193166, 0.5797822590444343, 8.718537930812262, 0.6248393176995308, 0.5481179867989412, 9.399459310439733, 9.570200055667529]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.0
40
[[9.767272899543674, 1.1802675142566832, 9.710328934475086, 0.5653095624650171, 9.828253714697357, 1.4459941165543575, 9.713260699352226, 9.753585132493752, 0.8012570128523794, 0.8954336474393726], [0.5248066223892304, 9.111812007676223, 0.5817505874578178, 9.726769959467887, 0.46382580723554745, 8.846085405378549, 0.5788188225806773, 0.538494389439153, 9.490822509080525, 9.396645874493533]]
[[0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 0, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.8
41
[[9.655447278910952, 0.9442140114053466, 9.709892106856081, 0.45224764997201367, 9.715996636916252, 1.256795293243486, 9.70047281287544, 9.832732359388661, 0.9871594564357498, 1.0471161487207288], [0.6080805920290314, 9.319313859534637, 0.5536357640839014, 9.81128022096797, 0.5475312340237322, 9.006732577696498, 0.5630550580645418, 0.4307955115513224, 9.276368414504233, 9.216411722219256]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 0, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [1, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 1, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
31.2
42
[[9.574971914919319, 0.8553712091242772, 9.326672573655513, 0.47718273536222633, 9.56374753577734, 1.1208208499794043, 9.55132847654469, 9.480665525519974, 1.235881411302446, 0.837692918976583], [0.5864644736232252, 9.306065179418265, 0.8347638148870307, 9.684253653180317, 0.5976888527652042, 9.04061553856314, 0.610107911997852, 0.6807708630225705, 8.925554977240099, 9.323743469565962]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 1, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 0, 0, 0, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 1, 0, 1, 1]]
29.8
43
[[9.7040096607973, 0.8996815826840372, 9.22280290986294, 0.8642636708072636, 9.695030157483718, 1.0120412953681388, 9.427200173255493, 9.549617180856773, 1.1250687654055933, 0.6701543351812664], [0.4691715788985802, 9.273499657011842, 0.9503783298329397, 9.308917568888617, 0.4781510822121634, 9.161139944327742, 0.7459810664403869, 0.623564058839109, 9.048112474290287, 9.503026904514615]]
[[1, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 0], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 0], [0, 0, 0, 0, 0, 1, 1, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 0, 0, 1, 0, 1, 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, 0, 1, 0, 1, 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, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.2
44
[[9.629362007795212, 1.0714935178954814, 9.33263190116537, 0.791410936645811, 9.345707816909052, 1.0250176516791265, 9.396149711879412, 9.484795392263841, 1.036418648688111, 1.0396199716415166], [0.5425199256575639, 9.100388415557292, 0.8392500322874045, 9.380470996806963, 0.8261741165437246, 9.146864281773649, 0.7757322215733622, 0.6870865411889343, 9.135463284764663, 9.132261961811258]]
[[0, 1, 0, 0, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 0, 1], [1, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.6
45
[[9.56247767698894, 1.087964045085616, 9.513328885802713, 0.8485133647012643, 9.42378961839766, 1.1563777577069376, 9.375907840256302, 9.546824384563845, 0.9654985553141252, 0.8316959773132133], [0.6222512346436981, 9.096764866547021, 0.6714000258299236, 9.336215546931374, 0.7609392932349798, 9.028351153925701, 0.8088210713763369, 0.6379045270687945, 9.219230356318512, 9.353032934319424]]
[[0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 1, 0], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 0, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
29.4
46
[[9.61514051263187, 1.2011404668377237, 9.664056773800535, 0.7941953071456269, 9.392425359876492, 1.0251022061655501, 9.46588464324576, 9.59085317280944, 0.7723988442513002, 0.9961260126198015], [0.5860362818326056, 9.000036327626752, 0.5371200206639389, 9.406981487318848, 0.8087514345879838, 9.176074588298926, 0.7352921512187166, 0.6103236216550356, 9.428777950213174, 9.205050781844674]]
[[0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 0, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.2
47
[[9.399352229110015, 1.1762969888547945, 9.638485238044947, 0.850740861101117, 9.50941540102336, 0.8200817649324401, 9.479947533601127, 9.668157651369718, 0.6179190754010402, 0.7969008100958412], [0.7570643195837315, 8.980119559838952, 0.5179313106487983, 9.305675687592629, 0.6470011476703871, 9.336334783761306, 0.6764690150926204, 0.4882588973240285, 9.538497473292704, 9.359515738597905]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 0, 1, 1, 1, 0, 1, 0], [0, 0, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 1, 1, 0, 0, 0, 1], [1, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.0
48
[[9.342106217677147, 1.2718068218530665, 9.533412624825091, 0.7688279829985407, 9.330156755207822, 0.8714500273305675, 9.506582461270035, 9.65715055548491, 0.5943352603208322, 0.8257559421943201], [0.7938867497846324, 8.864186145608713, 0.6025803426366857, 9.367164984463237, 0.8058362122539567, 9.26454294013121, 0.6294105061917434, 0.47884241197686983, 9.541657707140944, 9.310237025267458]]
[[0, 1, 1, 0, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 0], [1, 1, 0, 1, 1, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 1, 0, 1, 1], [0, 0, 0, 1, 1, 1, 0, 0, 1, 1], [0, 1, 0, 0, 1, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 1, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.0
49
[[9.39268949902859, 1.2174454574824534, 9.518585303479977, 0.830447001783448, 9.18312992905313, 0.697160021864454, 9.224270493902901, 9.732960263392446, 0.6790881177589282, 0.9759893691400715], [0.7233446939453531, 8.89858873549149, 0.597448889493964, 9.285587191190494, 0.9329042639208125, 9.418874171109486, 0.8917636990710418, 0.3830739295814959, 9.436946075215012, 9.14004482383387]]
[[0, 1, 0, 1, 0, 1, 0, 0, 1, 0], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 1, 1, 0, 0, 1, 1], [0, 0, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [1, 1, 0, 1, 0, 0, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 1, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 0, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1], [0, 1, 1, 1, 0, 1, 0, 0, 1, 1], [0, 1, 0, 1, 0, 1, 0, 0, 1, 1]]
30.4
49
[[9.407578605652969, 1.089340981370578, 9.264641998440085, 0.6643576014267585, 9.260983581251548, 0.6577280174915632, 9.372843401552418, 9.691559923026407, 0.7740397249763734, 0.8961761106966727], [0.6786757551562824, 8.996913379438674, 0.8216123623691651, 9.421896759382491, 0.8252707795577027, 9.428526343317685, 0.7134109592568335, 0.39469443778284374, 9.312214635832875, 9.190078250112578]]

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