Ideone.com

fork download

# -*- 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 = 100             # 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 0.15s 14256KB

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
[[31.777335151948154, 42.165378481167956, 44.71685177567531, 43.89443373963498, 34.080913926115166, 31.574112162347458, 37.969285616344436, 34.59373443893568, 50.98890789293266, 29.845056903880433], [38.75114565517042, 28.363102325950624, 25.81162903144327, 26.6340470674836, 36.447566881003404, 38.95436864477112, 32.55919519077414, 35.93474636818289, 19.539572914185918, 40.68342390323814]]
[[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, 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, 0], [0, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 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, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 1, 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, 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, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1]]
29.2
2
[[29.96732266701307, 102.87805898951406, 101.9780611545317, 104.26130319628767, 33.9313978075588, 40.31756478815303, 89.91334156040035, 31.52114139730239, 99.93688251892583, 34.901686548745374], [95.6012181832615, 22.6904818607605, 23.590479695742854, 21.30723765398688, 91.63714304271576, 85.25097606212157, 35.65519928987421, 94.04739945297217, 25.63165833134873, 90.6668543015292]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 0, 1, 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, 0, 0, 0, 0, 0], [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, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 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, 0], [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, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0]]
28.2
3
[[34.96286912262145, 152.76355471154224, 154.9847329141446, 153.87015007696112, 30.99127209220089, 46.57639615286675, 139.05844743491792, 36.2059241068529, 150.01845667232655, 53.78215509980217], [138.89424754811742, 21.093561959196634, 18.872383756594285, 19.98696659377774, 142.86584457853797, 127.28072051787213, 34.79866923582094, 137.65119256388596, 23.838659998412318, 120.07496157093672]]
[[1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 1, 0, 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, 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, 0, 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, 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], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1]]
30.2
4
[[35.14978247758434, 185.90616805279348, 181.01644394820866, 189.7326208157168, 24.793017673760716, 40.59445025562674, 172.00090576090577, 35.7520696022244, 183.71008962142093, 46.871877925995584], [170.57241161315466, 19.816026037945544, 24.70575014253033, 15.989573275022193, 180.9291764169783, 165.12774383511223, 33.72128832983322, 169.97012448851456, 22.01210446931809, 158.85031616474336]]
[[0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 0], [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, 1, 0, 1], [1, 0, 1, 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, 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, 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, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.8
5
[[35.29931316155465, 216.02508527179754, 205.8387961842081, 215.75291414880286, 23.68056798516242, 32.47556020450139, 204.90087543828736, 31.934989015112855, 207.60155586003282, 44.16416900746314], [196.5785929405993, 15.852820830356436, 26.039109917945833, 16.12499195335109, 208.19733811699155, 199.40234589765254, 26.97703066386658, 199.94291708704105, 24.276350242121136, 187.71373709469074]]
[[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, 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], [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, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 1, 1], [0, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 1, 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, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.2
6
[[40.47721276700596, 237.6567898033856, 229.81735605653387, 234.80747395762145, 23.489908933584484, 30.52590270905566, 225.81624546598923, 29.39414505824413, 225.654808379237, 43.722943597578904], [212.80301017125305, 15.623433134873384, 23.462866881725088, 18.472748980637526, 229.7903140046745, 222.7543202292033, 27.463977472269736, 223.88607788001482, 27.625414559021987, 209.55727934068003]]
[[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, 0, 0, 1, 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, 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, 1, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 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], [0, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 1, 1, 1, 1, 0, 1, 0, 1]]
29.8
7
[[40.26055809239265, 258.29794044865366, 249.39481450380384, 247.50455588349746, 22.638080993021436, 28.266876013398377, 239.21766184148163, 31.394103925383185, 245.75517883874653, 46.51681641652466], [230.53612886415974, 12.498746507898709, 21.401872452748492, 23.292131073054914, 248.15860596353093, 242.52981094315396, 31.57902511507069, 239.40258303116914, 25.041508117805826, 224.27987054002767]]
[[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, 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], [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, 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, 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, 0, 0, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
28.8
8
[[32.20844647391412, 273.9343896549602, 266.4197320363353, 268.24085847342354, 33.86804055199291, 27.15895535617325, 258.27800990647756, 28.961436986460395, 266.8413568376228, 49.45121537098197], [254.66611685795343, 12.940173676907204, 20.454831295532127, 18.63370485844393, 253.00652277987462, 259.71560797569424, 28.596553425389885, 257.9131263454071, 20.033206494244663, 237.42334796088556]]
[[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, 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, 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, 1, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 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], [0, 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], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.2
9
[[29.612911025285147, 284.9599345952146, 279.3403653630598, 283.73844298331863, 39.33219467935657, 25.060497618271935, 275.7681641297619, 27.015303435322163, 276.3443318707565, 47.43976017557346], [269.0324958447887, 13.685472274859098, 19.30504150701394, 14.906963886755145, 259.3132121907173, 273.5849092518019, 22.87724274031191, 271.6301034347516, 22.301074999317297, 251.2056466945004]]
[[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, 0, 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, 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, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 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], [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]]
29.8
10
[[31.38263651253581, 295.93723329251605, 291.44157790679225, 285.74435372848956, 34.79908907681859, 28.440006486225943, 285.6426404495657, 30.003851139866125, 283.16239817177313, 37.95180814045877], [275.5029745998677, 10.948377819887279, 15.444033205611152, 21.14125738391392, 272.08652203558495, 278.44560462617756, 21.242970662837763, 276.88175997253734, 23.723212940630308, 268.9338029719448]]
[[1, 1, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 1, 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, 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, 0, 1, 0, 1, 1, 0], [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, 1, 1], [1, 0, 0, 1, 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, 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, 1, 1]]
30.8
11
[[28.43944254336198, 296.3274638587489, 295.36251849753825, 287.86356268430785, 31.172604594788204, 26.598159035134604, 288.1743489239139, 31.18256809138008, 280.2252428209781, 37.5409336918542], [282.61163585199864, 14.723614536611578, 15.688559897822257, 23.187515711052704, 279.87847380057246, 284.45291936022596, 22.876729471446684, 279.8685103039805, 30.82583557438247, 273.5101447035065]]
[[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, 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, 0], [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, 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, 1, 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, 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]]
30.4
12
[[22.751554034689587, 300.3651385078135, 302.5343586894332, 290.26068423492734, 32.117570855317744, 25.12468107426153, 293.84264655994554, 24.946054473104066, 284.5421852070087, 33.87890079963721], [292.3336525730016, 14.720068099877498, 12.550847918257807, 24.82452237276373, 282.96763575237344, 289.9605255334296, 21.242560047745584, 290.13915213458705, 30.54302140068245, 281.206305808054]]
[[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, 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, 1, 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, 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, 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, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.2
13
[[25.38073040723885, 303.8667714397348, 308.54332405561877, 286.1753648841711, 29.02739001758753, 20.099744859409228, 301.5899543520287, 23.802997424637102, 294.1495852696793, 27.10312063970977], [293.2032719829864, 14.717230950490235, 10.040678334606246, 32.40863750605412, 289.55661237263774, 298.48425753081597, 16.994048038196468, 294.78100496558807, 24.43441712054596, 291.48088175051555]]
[[1, 0, 0, 0, 1, 1, 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, 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, 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, 0], [1, 1, 0, 0, 1, 0, 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, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 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, 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], [0, 0, 0, 0, 1, 1, 1, 1, 0, 1]]
31.0
14
[[30.30458432579108, 298.43278366762485, 302.56618262307705, 288.00514861925234, 27.06806586022387, 23.25928306701456, 297.00348686020504, 19.042397939709684, 297.3257013982471, 24.62367298235605], [289.50982723948107, 21.38162789764709, 17.248228942194803, 31.809262946019768, 292.74634570504827, 296.5551284982575, 22.810924705066977, 300.77201362556235, 22.488710167025005, 295.19073858291614]]
[[1, 0, 0, 1, 1, 1, 0, 1, 0, 0], [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, 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, 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, 1, 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, 0], [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, 1, 1, 0, 1]]
28.6
15
[[28.08982130678671, 306.4892682065529, 312.7371638415029, 297.7550033051098, 33.19291422664064, 22.453580299765495, 305.345830760617, 23.625526743376142, 308.54477886163886, 31.42388011082657], [298.44592568847224, 20.046478788705908, 13.798583153755843, 28.780743690149148, 293.34283276861834, 304.08216669549336, 21.189916234641817, 302.9102202518827, 17.990968133620004, 295.11186688443235]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 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, 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, 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, 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, 0, 1, 1, 0, 1]]
29.8
16
[[22.47185704542937, 309.67105257429193, 314.66936908225193, 305.62481712372573, 37.57997240695354, 21.29619757314573, 308.36414575479813, 18.900421394700913, 310.9233042356156, 28.985257934815102], [306.17755503041565, 18.978359501552962, 13.98004299359291, 23.02459495211932, 291.0694396688915, 307.3532145026992, 20.285266321046787, 309.748990681144, 17.726107840229336, 299.6641541410299]]
[[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, 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, 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, 0, 1, 1, 0, 0, 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, 1, 1, 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, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.6
17
[[17.9774856363435, 310.64785261750285, 311.7053293532826, 307.41086425704987, 30.06397792556283, 17.036958058516586, 303.71997422073133, 29.599975124810506, 314.59083041715, 23.188206347852084], [310.79423105299, 18.123864071830607, 17.0663873360508, 21.360852432283693, 298.70773876377075, 311.7347586308169, 25.051742468602136, 299.17174156452285, 14.18088627218347, 305.58351034148143]]
[[1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 1, 1, 0, 1], [0, 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, 0, 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, 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, 1, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1]]
29.6
18
[[18.927443054529345, 316.962283912617, 315.17668635387236, 308.09818342033304, 27.897336186604115, 17.475720292967114, 308.78840224783136, 35.40492182479013, 317.1754896817465, 22.396718924435515], [312.53393211555215, 14.499091257464485, 16.28468881620906, 23.363191749748523, 303.5640389834775, 313.98565487711437, 22.672972922250132, 296.0564533452913, 14.285885488335012, 309.06465624564595]]
[[1, 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, 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, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [0, 0, 0, 0, 1, 0, 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, 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, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.2
19
[[24.54366384533288, 315.2490629269763, 316.3696044878238, 311.0989590037374, 22.317868949283294, 19.53613178992925, 314.59231053632425, 37.212826348720995, 312.47845107169167, 21.76352898570226], [308.1870250287915, 17.48162594714806, 16.36108438630058, 21.631729870387055, 310.41281992484113, 313.19455708419514, 18.138378337800106, 295.51786252540336, 20.252237802432717, 310.96715988842203]]
[[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, 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], [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, 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, 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, 1, 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, 0, 1, 0, 0, 0, 1]]
30.6
20
[[26.814418255753484, 306.9860321871863, 316.00424046166404, 309.2387044665518, 25.733083038214517, 19.47505927809725, 315.28415968642935, 34.31571562443134, 312.8913177287584, 17.410823188561807], [305.61202304828436, 25.440409116851576, 16.422200842373798, 23.187736837486117, 306.6933582658234, 312.9513820259406, 17.142281617608507, 298.11072567960656, 19.535123575279506, 315.015618115476]]
[[1, 0, 0, 1, 1, 1, 1, 1, 0, 1], [0, 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, 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, 1], [1, 0, 0, 0, 1, 1, 0, 1, 1, 0], [1, 0, 0, 0, 1, 0, 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, 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, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 0, 0, 0], [1, 1, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.6
21
[[29.14384229691048, 309.52302364679514, 313.09465940982426, 305.75240605233085, 23.919799763904948, 23.27235511478549, 316.1615256461896, 31.99802704499962, 304.72196828232325, 21.807446429637327], [303.3630875907343, 22.983906240849684, 19.412270477820606, 26.75452383531397, 308.58713012373994, 309.2345747728593, 16.345404241455228, 300.5089028426452, 27.784961605321644, 310.6994834580075]]
[[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, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 1, 1], [0, 1, 1, 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, 1, 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, 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, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.6
22
[[30.10240415427047, 307.79147599451795, 310.25662774219614, 304.77498191894654, 19.135839811123958, 18.617884091828394, 313.41187511725326, 33.29072932830739, 303.8680723634152, 27.958777656530373], [301.9585497741037, 24.26947793385622, 21.804326186178052, 27.28597200942765, 312.92511411725025, 313.4430698365457, 18.649078811120837, 298.7702246000668, 28.19288156495907, 304.1021762718438]]
[[0, 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, 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, 1, 0], [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, 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, 0, 1, 1, 1, 0, 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, 0, 1, 0, 1]]
29.2
23
[[32.47353171502477, 312.4377605296057, 317.3510583983365, 312.9657417397368, 15.308671848899166, 22.58661496577041, 316.54192296504885, 33.812070642133094, 305.96570429139024, 30.245810004012178], [302.3209876322542, 22.356758817673214, 17.44346094894244, 21.828777607542122, 319.48584749837977, 312.2079043815084, 18.252596382230003, 300.9824487051459, 28.828815055888825, 304.5487093432668]]
[[0, 0, 1, 0, 1, 0, 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, 1, 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], [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], [0, 0, 0, 0, 0, 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, 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]]
30.0
24
[[38.91588830908275, 309.16178116466887, 317.06089680274386, 318.09809802131866, 16.79239202457388, 22.614746518070874, 320.9590430015683, 27.049656513706477, 306.92531264468477, 28.742102548664292], [296.64523179826966, 26.399338942683464, 18.5002233046085, 17.4630220860337, 318.76872808277847, 312.94637358928145, 14.602077105784003, 308.511463593646, 28.635807462667717, 306.8190175586882]]
[[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, 0, 1, 0, 1], [1, 1, 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, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 1, 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, 1, 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, 0, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 1, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0]]
30.2
25
[[38.825018339573894, 302.4425471036808, 320.69166417554425, 318.88984620303563, 13.433913619659103, 21.425130547790033, 317.92782819342733, 25.48587905711903, 309.9516179017286, 34.01932306457246], [296.6668244796573, 33.04929571555028, 14.8001786436868, 16.601996616195382, 322.05792919957196, 314.066712271441, 17.564014625803672, 310.0059637621121, 25.540224917502595, 301.4725197546587]]
[[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, 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, 0], [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, 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, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 0, 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, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 0, 0, 0]]
29.6
26
[[31.06001467165912, 302.8288491459914, 318.3331201790477, 323.16617560496235, 17.926618075214463, 20.986258284385872, 319.45538472668744, 31.41434427133625, 313.0744164933285, 34.90776614396566], [305.38775822625973, 33.618923751927404, 18.11465271887101, 13.281597292956306, 318.5211548227042, 315.46151461353276, 16.992388171231173, 305.0334286265825, 23.373356404590314, 301.54000675395315]]
[[0, 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, 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, 0, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 0, 0, 1, 0, 0], [1, 0, 1, 0, 1, 1, 1, 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, 1, 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, 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, 1, 1, 0, 1]]
29.0
27
[[41.942028831344395, 313.13252634723085, 316.9394519456057, 325.5562336682537, 23.230183349060457, 34.582324420826495, 318.22942044646254, 29.67692996252355, 321.3289802251005, 31.772366761326374], [298.0856365174284, 26.895139001541924, 23.088213403166982, 14.471431680518892, 316.7974819997122, 305.44534092794606, 21.798244902310017, 310.35073538624914, 18.698685123672252, 308.25529858744636]]
[[0, 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, 1, 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], [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, 0, 0, 1], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 0], [1, 0, 1, 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]]
29.2
28
[[41.24593075738321, 317.13840829840706, 317.24277230651876, 323.7440408218921, 26.462934558036245, 27.6658595366612, 324.1571000483807, 35.97930620778108, 326.6367478712911, 34.508802499970194], [300.3497652128456, 24.457287671821778, 24.352923663710058, 17.851655148336683, 315.13276141219256, 313.92983643356746, 17.438595921848016, 305.6163897624477, 14.958948098937803, 307.08689347025864]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 0, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 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, 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, 0], [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, 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, 0], [1, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
31.0
29
[[36.33007793923991, 312.97880634024176, 316.31307154053917, 315.32213588844155, 25.016501492582844, 22.13268762932896, 312.2366905967738, 28.783444966224863, 323.12649760639215, 41.96601635895052], [302.09691147963576, 25.448183078633896, 22.11391787833647, 23.104853530434053, 313.4104879262928, 316.2943017895466, 26.190298822101735, 309.6435444526507, 15.300491812483576, 296.46097305992515]]
[[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, 0, 1, 0, 1, 1, 0], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 1, 1, 0, 0, 1], [0, 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, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 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, 0, 0, 1, 0, 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, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
29.6
30
[[44.7402815570229, 316.30059157797507, 316.02682726762475, 318.17525521653494, 23.859355040220123, 30.049035975760805, 308.52741180371356, 32.428465374689296, 320.5725907447415, 37.418966933314266], [294.8600329544476, 23.299722933495353, 23.573487243845648, 21.42505929493548, 315.7409594712503, 309.5512785357095, 31.072902707756803, 307.1718491367811, 19.027723766728943, 302.1813475781562]]
[[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, 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], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 1, 0, 0, 1, 0, 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, 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, 0, 0, 1]]
29.4
31
[[35.79222524561832, 318.15359543432567, 318.3267408487905, 320.0454832079186, 19.0874840321761, 31.218715960095825, 315.2683849482498, 33.63507999205913, 324.9045281010721, 37.627481238959106], [304.3344818688371, 21.973111680129616, 21.799966265664754, 20.08122390653662, 321.0392230822792, 308.9079911543594, 24.858322166205443, 306.4916271223961, 15.222179013383155, 302.49922587549617]]
[[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, 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, 1, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 0, 0, 0, 1, 1, 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, 0], [1, 0, 0, 0, 1, 1, 1, 1, 1, 0], [1, 0, 0, 0, 0, 0, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [0, 0, 0, 0, 1, 0, 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]]
30.2
32
[[32.4799340426485, 318.64600811765104, 318.7845244492229, 320.15951833652537, 23.661595617349274, 37.2127350058389, 306.60933294146, 29.849240464235542, 313.92609060097277, 40.2226486412427], [306.68573988969456, 20.51966581469193, 20.38114948312004, 19.006155595817532, 315.50407831499365, 301.952938926504, 32.55634099088291, 309.31643346810745, 25.239583331370174, 298.94302529110035]]
[[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, 0], [1, 0, 0, 0, 1, 1, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 1, 0, 0, 1], [1, 1, 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], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 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, 0, 1], [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, 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, 0, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 0, 0, 1, 0, 1]]
30.0
33
[[33.676254926426495, 313.60458929955075, 312.93108863931803, 320.69775041582665, 18.92927649387942, 36.9496751841583, 306.5242687664411, 38.7511872431833, 315.7110082273846, 39.35760609248134], [305.1675964366425, 25.23926206351825, 25.912762723750934, 18.14610094724226, 319.91457486918955, 301.8941761789106, 32.319582596627896, 300.0926641198856, 23.132843135684375, 299.4862452705877]]
[[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, 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, 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, 1, 1, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 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, 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, 0, 0, 0], [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]]
31.4
34
[[26.941003941141197, 309.82541081481634, 306.65503133926177, 315.49993970783703, 15.143421195103537, 29.559740147326643, 303.4594000023638, 38.879737673334525, 314.14212490445186, 36.03153941943962], [308.6485719424465, 25.76416506877126, 28.934544544325828, 20.089636175750464, 320.44615468848406, 306.02983573626096, 32.130175881223884, 296.7098382102531, 21.447450979135738, 299.5580364641481]]
[[1, 0, 0, 0, 0, 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, 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, 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, 1, 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, 0, 1, 0, 1, 0, 1]]
29.4
35
[[21.552803152912958, 316.306784157132, 310.82930410610015, 317.9052308009603, 19.807044648390523, 31.340099810169008, 311.21397550716995, 34.949943984821466, 319.7601554288404, 28.825231535551694], [315.3653130592361, 20.61133205501701, 26.0888121060489, 19.012885411188606, 317.1110715637584, 305.57801640197994, 25.70414070497911, 301.9681722273276, 17.157960783308592, 308.0928846765974]]
[[0, 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, 0, 1, 0, 0], [1, 1, 0, 0, 0, 1, 0, 1, 1, 1], [1, 0, 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, 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], [0, 0, 0, 1, 1, 1, 0, 1, 0, 1], [1, 1, 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, 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]]
29.8
36
[[28.267883547971394, 315.3355829904742, 314.20437294345675, 316.2221834427918, 23.3322667347552, 33.4636882397436, 317.14368901168103, 27.959955187857176, 315.46670106047253, 30.75249292074905], [309.4391180276929, 22.371418585190078, 23.502628632207543, 21.48481813287245, 314.374734840909, 304.2433133359206, 20.56331256398329, 309.7470463878072, 22.240300515191766, 306.95450865491523]]
[[0, 0, 0, 0, 1, 1, 0, 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, 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, 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, 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, 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, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1]]
29.6
37
[[30.30661453068481, 317.809396050956, 313.96325154275377, 321.4598528833983, 23.211267933258707, 34.46325828410257, 319.25588086792146, 26.21411799643959, 317.91429050695467, 29.147448882053787], [308.3410928590115, 20.838311338740297, 24.684455846942505, 17.187854506297963, 315.43643945643754, 304.18444910559367, 19.391826521774867, 312.43358939325674, 20.73341688274165, 309.5002585076425]]
[[1, 0, 1, 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, 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, 1, 1], [1, 1, 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, 0, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 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, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.2
38
[[31.42477880403503, 315.39382151648107, 311.9247490471742, 317.2202757337249, 32.92798870558133, 27.57060662728206, 322.1237647880101, 20.971294397151674, 314.7759826953151, 26.651292438976363], [306.212447201395, 22.243404488948894, 25.71247695825576, 20.416950271705037, 304.7092372998486, 310.06661937814795, 15.513461217419895, 316.66593160827836, 22.86124331011489, 310.9859335664537]]
[[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], [0, 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], [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, 1, 1, 1, 0, 1, 0, 1], [1, 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, 1, 0], [1, 0, 0, 0, 1, 1, 0, 1, 1, 1], [1, 0, 1, 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]]
29.8
39
[[29.68527758868257, 320.0430155293783, 310.9932477500113, 315.2296690992518, 33.52187814395224, 25.902639147979496, 325.4269701466015, 24.65582339650922, 313.274234668524, 24.654367284514425], [308.1524615318549, 17.794723591159116, 26.84449137052618, 22.6080700212856, 304.31586097658516, 311.93509997255796, 12.410768973935916, 313.1819157240282, 24.56350445201348, 313.1833718360231]]
[[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, 0, 0, 1], [1, 1, 0, 0, 1, 0, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 0], [1, 0, 0, 0, 0, 1, 1, 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, 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, 0], [1, 0, 0, 0, 1, 0, 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, 1, 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, 0, 0, 1, 0, 1]]
29.2
40
[[23.748222070946056, 319.6598066371322, 315.05157136100695, 318.8328653031445, 34.696290393949674, 36.293206889479166, 321.0257938603225, 27.41696640951507, 317.2685177585622, 34.59528869940642], [316.11227571981516, 20.200691153629048, 24.808926429754276, 21.027632487616714, 305.1642073968115, 303.56729090128204, 18.834703930438724, 312.4435313812461, 22.59198003219902, 305.26520909135485]]
[[1, 0, 0, 1, 1, 0, 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, 1, 0, 0, 0, 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, 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, 1, 1, 0, 1], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 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, 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], [0, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.0
41
[[31.236339894519087, 311.6609318310276, 319.8216088320056, 316.57213418179407, 31.090365648493073, 44.60566108267891, 316.08705494291314, 25.779726973765904, 321.5951659500498, 27.676230959525135], [308.43241008128985, 28.007818144781464, 19.847141143803423, 23.09661579401494, 308.5783843273159, 295.0630888931301, 23.581695032895873, 313.889023002043, 18.073584025759217, 311.9925190162839]]
[[1, 0, 0, 0, 1, 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, 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, 0, 0, 1, 1, 1], [1, 0, 0, 0, 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, 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, 0, 1], [1, 0, 0, 0, 0, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 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]]
31.0
42
[[28.835225761769117, 314.39661876798937, 320.9251603687718, 312.4432277074261, 28.205625852127792, 42.86401604563031, 305.7806545123998, 20.623781579012725, 310.1871433181091, 25.987138613773958], [307.9676475220453, 22.40625451582517, 15.87771291504274, 24.359645576388424, 308.5972474316867, 293.93885723818426, 31.02221877141474, 316.1790917048017, 26.615729965705412, 310.81573467004057]]
[[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], [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, 1, 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, 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, 1, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1]]
30.2
43
[[23.068180609415293, 315.51976313450655, 320.7425964151324, 316.8982267566442, 22.564500681702235, 38.1373666826581, 308.6269917300349, 21.04447980866473, 309.2110063040141, 29.181319282627562], [313.31776260833954, 20.866180083248373, 15.643346802622428, 19.48771646111074, 313.82144253605264, 298.2485765350969, 27.75895148772003, 315.34146340909007, 27.1749369137408, 307.20462393512736]]
[[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, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 0, 1, 1, 1], [0, 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, 0, 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, 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, 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, 0, 0, 1]]
29.6
44
[[22.300698333686082, 308.6203902415967, 322.0969024801324, 321.9625832239301, 21.384933878695122, 42.234835071068204, 315.3455952026427, 29.073346084694023, 313.1812279144576, 23.34505542610205], [315.25205805913254, 28.93236615122202, 15.455853912686178, 15.590173168888592, 316.16782251412354, 295.3179213217506, 22.207161190176024, 308.4794103081245, 24.371528478361064, 314.2077009667167]]
[[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, 0], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [0, 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, 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, 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, 1, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 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, 0, 0, 1, 0, 0], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
28.8
45
[[26.23216705855726, 311.7996441554328, 328.4632068874379, 325.0224181491427, 17.1079471029561, 42.17947644846296, 320.1209845948579, 34.98361859269695, 318.3894907643098, 36.158561823399126], [314.59572295902956, 29.028245862154087, 12.364683130148943, 15.805471868444208, 323.7199429146308, 298.64841356912393, 20.706905422729054, 305.84427142488977, 22.438399253277087, 304.66932819418776]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 0, 0, 1, 0, 0], [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, 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, 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, 1, 0, 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, 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, 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]]
29.6
46
[[24.831887492999655, 317.49401396688006, 326.97871030633024, 325.13105669125974, 17.532511528518725, 37.589735004924215, 318.2687333772437, 38.62037903705348, 319.82471478339346, 32.77300330487315], [315.8847231636036, 23.22259668972327, 13.737900350273001, 15.585553965343603, 323.1840991280846, 303.12687565167914, 22.447877279359716, 302.0962316195497, 20.891895873209904, 307.9436073517302]]
[[1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [0, 0, 0, 1, 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, 0], [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, 0, 1, 0, 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, 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, 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, 0, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
28.6
47
[[37.14600727489701, 318.5758592835638, 332.83028302179054, 328.01882679640084, 20.692675889481645, 33.91794185009322, 322.9211250079331, 44.84346717680673, 327.10708660344113, 31.77395819945408], [306.674596027112, 25.24474401844528, 10.990320280218402, 15.801776505608217, 323.1279274125274, 309.9026614519159, 20.899478294076008, 298.9771361252022, 16.713516698567926, 312.04664510255503]]
[[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, 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, 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, 1, 1, 0, 0, 1, 1, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 0, 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, 1, 0, 1], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1]]
30.4
48
[[33.56295966607146, 320.9843676681781, 332.3879066587595, 322.6563887372713, 16.554140711585315, 30.075529950662816, 321.5194037770853, 38.81595021203362, 318.9858201123153, 29.265320405717112], [307.6172032168629, 20.195795214756227, 8.792256224174722, 18.523774145663044, 324.626022171349, 311.1046329322716, 19.660759105849042, 302.3642126709007, 22.19434277061905, 311.9148424772173]]
[[1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 0, 0, 1, 1, 1, 0, 0, 1], [1, 0, 0, 0, 1, 0, 0, 0, 0, 1], [1, 0, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 0, 1, 0, 0, 1, 0, 1], [1, 1, 0, 0, 1, 1, 1, 1, 0, 1], [1, 0, 0, 1, 1, 1, 0, 0, 0, 0], [1, 0, 0, 1, 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, 0, 1, 0, 0, 0, 1], [1, 0, 1, 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, 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], [1, 0, 0, 0, 1, 1, 0, 1, 0, 1], [1, 0, 1, 0, 1, 1, 0, 1, 0, 1]]
29.8
49
[[26.850367732857165, 320.00153499564215, 325.48143533155417, 317.18340048154306, 17.7887671147228, 36.29818619829249, 317.0962305494346, 55.20194431881105, 323.9754523689086, 31.803864716182083], [314.8805588525467, 21.72939158976164, 16.24949125384958, 24.547526103860754, 323.94215947068096, 305.4327403871114, 24.634696035969224, 286.5289822665927, 17.75547421649524, 309.9270618692218]]
[[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, 1, 0, 1], [1, 0, 0, 0, 1, 0, 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, 0, 1, 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, 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], [0, 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, 0, 1, 0, 1]]
29.8
49
[[25.32644803243958, 320.6015296556387, 327.9266263949566, 318.3470220443595, 14.231013691778239, 40.064189984275025, 314.9439527653394, 47.49488878838218, 323.3885066915068, 29.289245619099514], [315.5997713655968, 20.32468974239755, 12.999593003079665, 22.57919735367684, 326.69520570625804, 300.86202941376143, 25.98226663269695, 293.43133060965437, 17.537712706529526, 311.6369737789369]]

https://ideone.com/58ogwx

language:

Python 3 (python 3.12)

created:

visibility:

public

Share or Embed source code

Discover > Sphere Engine API

The brand new service which powers Ideone!

Discover > IDE Widget

Widget for compiling and running the source code in a web browser!

Discover > Sphere Engine API

Discover > IDE Widget

Choose your language