此题可以利用贪心算法来求解， 可以假设只关注顾客的cost， 当仓库满了就在下一个仓库里
具体解决方案：
- 将每个顾客到工厂的cost 由小到大进行排序
- 从第一个用户开始， 优先把此用户安排在cost小的工厂里， 如果此工厂容量已满， 则进入下一个最小cost工厂里
- 得到结果
customer_assign = []
#此解的 工厂开放费用和客户安排费用
total_assign_cost = 0
total_open_cost = 0
#获取 每个客户的 对于每个工厂的排名矩阵
# 每一行对应第i个矩阵
# 没一列对于此工厂的在所有工厂的assign费用排名 优先选最小
assignment_cost_rank = get_assign_rank(customer_assign)
open_flag = []
#初始化 工厂开放情况
for x in range(n):
open_flag.append(0)
#
for i in range(m):
#对于每一个用户
for j in range(n):
# 找到当前 想要加入的工厂的下标
try:
#从排名为0 的工厂开始 把此工厂定义为 此用户要被安排进的工厂
fac_num = assignment_cost_rank[i].index(j)
except:
fac_num = assignment_cost_rank[i].index(j + 1)
# 如果此工厂能装得下
if demand_customer[i] < capacity[fac_num]:
if open_flag[fac_num] == 0:
open_flag[fac_num] = 1
total_open_cost += opening_cost[fac_num]
# 则表示将当前用户安排给自工厂， 更新相应数据
customer_assign.append(fac_num)
total_assign_cost += assignment_cost[i][j]
capacity[fac_num] = capacity[fac_num] - demand_customer[i]
break
else:
pass- |贪心cost| 贪心time(s) ---|---|--- p1|23174|0.001975 p2|21860|0.000997 p3|23860|0.001008 p4|25860|0.000996 p5|23694|0.000989 p6|22380|0.000995 p7|24380|0.001084 p8|26380|0.000927 p9|23174|0.001068 p10|21860|0.000961 p11|23860|0.001065 p12|25860|0.000931 p13|29712|0.000961 p14|27217|0.003981 p15|30817|0.001013 p16|34417|0.002048 p17|29712|0.002039 p18|27217|0.001039 p19|30817|0.001983 p20|34417|0.001924 p21|29712|0.001990 p22|27217|0.001035 p23|30817|0.001984 p24|34417|0.001006 p25|94835|0.009981 p26|91777|0.012059 p27|97377|0.008979 p28|102977|0.008021 p29|95885|0.007023 p30|93018|0.007972 p31|98418|0.009025 p32|103818|0.007131 p33|95885|0.008019 p34|93018|0.007008 p35|98418|0.009778 p36|103818|0.007983 p37|95885|0.008025 p38|93018|0.010148 p39|98418|0.007794 p40|103818|0.008184 p41|16835|0.002516 p42|18737|0.002324 p43|20328|0.004030 p44|19453|0.000997 p45|22300|0.002021 p46|25087|0.002925 p47|18379|0.003032 p48|17220|0.004028 p49|21445|0.002959 p50|20681|0.002020 p51|23663|0.003183 p52|23361|0.001880 p53|26867|0.006146 p54|22564|0.002808 p55|25752|0.003000 p56|92079|0.011737 p57|101079|0.011197 p58|122079|0.010002 p59|107318|0.011967 p60|92079|0.009938 p61|101079|0.013034 p62|122079|0.010037 p63|107318|0.012074 p64|92079|0.013071 p65|101079|0.009573 p66|122079|0.010981 p68|92079|0.012079 p69|101079|0.008988 p70|122079|0.012096 p71|107318|0.011038
=============================test1=============================
23174
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test2=============================
21860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test3=============================
23860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test4=============================
25860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test5=============================
23694
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test6=============================
22380
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test7=============================
24380
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test8=============================
26380
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 6, 7, 9, 3, 6, 4, 0, 7, 8, 8, 1, 7, 0, 2, 4, 8]
=============================test9=============================
23174
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test10=============================
21860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test11=============================
23860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test12=============================
25860
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 8, 2, 9, 9, 5, 6, 3, 2, 6, 3, 4, 0, 6, 4, 5, 0, 3, 9, 7, 6, 3, 5, 6, 9, 5, 7, 0, 3, 3, 8, 2, 1, 3, 7, 9, 3, 6, 4, 5, 7, 8, 8, 1, 7, 0, 2, 4, 6]
=============================test13=============================
29712
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test14=============================
27217
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test15=============================
30817
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test16=============================
34417
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test17=============================
29712
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test18=============================
27217
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test19=============================
30817
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test20=============================
34417
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test21=============================
29712
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test22=============================
27217
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test23=============================
30817
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test24=============================
34417
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 13, 14, 18, 1, 4, 2, 8, 7, 14, 18, 4, 3, 2, 12, 13, 5, 8, 4, 13, 9, 8, 5, 14, 19, 17, 15, 1, 17, 2, 15, 3, 4, 5, 0, 3, 0, 2, 1, 3, 10, 13, 16, 19, 4, 14, 9, 14, 13, 9]
=============================test25=============================
94835
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test26=============================
91777
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test27=============================
97377
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test28=============================
102977
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 14, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test29=============================
95885
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test30=============================
93018
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test31=============================
98418
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test32=============================
103818
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test33=============================
95885
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test34=============================
93018
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test35=============================
98418
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test36=============================
103818
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test37=============================
95885
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test38=============================
93018
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test39=============================
98418
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test40=============================
103818
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[21, 10, 1, 25, 0, 7, 7, 18, 21, 3, 26, 5, 5, 21, 0, 8, 13, 18, 25, 3, 21, 27, 8, 16, 7, 22, 1, 29, 15, 17, 8, 13, 6, 8, 3, 21, 27, 8, 4, 7, 11, 1, 5, 10, 21, 10, 4, 16, 25, 3, 7, 13, 8, 4, 7, 21, 27, 5, 13, 11, 8, 4, 1, 8, 6, 7, 17, 22, 10, 7, 6, 22, 5, 21, 23, 5, 0, 2, 0, 13, 11, 8, 6, 9, 5, 21, 27, 24, 11, 19, 4, 13, 18, 10, 3, 26, 13, 24, 21, 9, 11, 17, 17, 10, 21, 22, 20, 1, 25, 6, 7, 8, 16, 1, 7, 6, 27, 5, 1, 5, 27, 1, 5, 26, 9, 22, 20, 29, 13, 26, 0, 1, 4, 4, 1, 7, 18, 2, 25, 25, 11, 8, 6, 10, 5, 22, 20, 29, 15, 25]
=============================test41=============================
16835
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 8, 8, 1, 6, 8, 4, 3, 0, 3, 9, 1, 8, 9, 1, 2, 2, 6, 4, 2, 0, 5, 0, 6, 6, 7, 1, 7, 7, 9, 4, 3, 7, 3, 4, 0, 2, 0, 7, 1, 9, 0, 9, 2, 0, 0, 0, 5, 1, 5, 7, 3, 9, 0, 3, 9, 0, 7, 8, 1, 5, 8, 6, 4, 6, 5, 5, 7, 5, 3, 5, 0, 8, 8, 9, 0, 6, 7, 3, 9, 3, 5, 4, 5, 5, 7, 4, 5, 6, 6]
=============================test42=============================
18737
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[16, 17, 10, 7, 0, 19, 6, 1, 9, 6, 16, 9, 0, 0, 6, 1, 8, 7, 8, 9, 2, 6, 15, 1, 12, 11, 6, 12, 2, 10, 5, 1, 11, 13, 9, 11, 2, 3, 2, 10, 13, 15, 0, 10, 5, 5, 17, 11, 4, 2, 16, 1, 9, 8, 9, 2, 19, 14, 17, 0, 15, 17, 6, 14, 5, 1, 10, 3, 6, 8, 11, 1, 11, 11, 2, 15, 4, 11, 4, 13]
=============================test43=============================
20328
[1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[20, 21, 18, 4, 16, 1, 18, 8, 15, 6, 20, 2, 20, 6, 27, 24, 29, 1, 21, 8, 10, 13, 22, 19, 10, 5, 29, 15, 14, 11, 9, 13, 0, 15, 1, 17, 0, 6, 0, 4, 9, 3, 14, 23, 11, 14, 21, 4, 17, 16, 20, 15, 15, 23, 1, 18, 10, 13, 14, 25, 26, 11, 12, 26, 12, 13, 22, 18, 16, 23]
=============================test44=============================
19453
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 1, 1, 6, 1, 2, 9, 3, 7, 8, 7, 0, 0, 3, 0, 7, 4, 8, 8, 7, 8, 0, 4, 4, 7, 5, 4, 0, 1, 7, 4, 8, 3, 3, 2, 5, 3, 1, 1, 7, 0, 2, 1, 0, 9, 5, 1, 1, 6, 7, 9, 0, 3, 9, 8, 2, 2, 6, 6, 0, 5, 7, 6, 9, 9, 2, 6, 6, 7, 0, 3, 0, 8, 7, 7, 6, 5, 5, 7, 5, 4, 5, 7, 7, 6, 4, 4, 2, 2, 3]
=============================test45=============================
22300
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 18, 15, 8, 10, 5, 2, 19, 8, 0, 18, 11, 17, 7, 10, 9, 7, 8, 0, 11, 0, 12, 16, 17, 14, 7, 0, 10, 1, 0, 18, 19, 17, 14, 6, 16, 2, 2, 18, 18, 10, 19, 9, 2, 5, 6, 12, 16, 9, 4, 12, 11, 4, 7, 11, 12, 7, 9, 16, 14, 7, 8, 8, 9, 7, 14, 13, 17, 3, 0, 6, 13, 11, 8, 14, 10, 7, 18, 15, 10]
=============================test46=============================
25087
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1]
[5, 13, 18, 4, 3, 25, 2, 8, 0, 0, 9, 3, 13, 1, 24, 8, 0, 5, 1, 19, 12, 29, 7, 13, 14, 29, 8, 13, 19, 11, 2, 28, 17, 28, 26, 10, 12, 3, 28, 17, 27, 26, 19, 16, 4, 21, 10, 9, 28, 20, 12, 7, 0, 25, 24, 13, 25, 14, 9, 0, 8, 2, 24, 29, 21, 9, 2, 12, 24, 10]
=============================test47=============================
18379
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 8, 0, 8, 1, 9, 7, 9, 7, 9, 3, 6, 1, 6, 9, 7, 9, 8, 8, 9, 1, 8, 6, 9, 7, 9, 0, 8, 7, 7, 0, 6, 2, 1, 7, 0, 8, 7, 1, 9, 0, 6, 0, 7, 0, 3, 7, 7, 5, 7, 0, 0, 1, 0, 3, 7, 1, 6, 1, 4, 6, 7, 7, 0, 7, 2, 5, 7, 4, 5, 3, 7, 3, 7, 2, 6, 3, 5, 7, 7, 7, 2, 3, 2, 6, 3, 5, 6, 6, 5]
=============================test48=============================
17220
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1]
[3, 7, 0, 17, 17, 2, 0, 7, 6, 7, 0, 19, 13, 2, 0, 8, 15, 2, 12, 11, 19, 19, 12, 9, 9, 3, 3, 0, 18, 10, 0, 8, 7, 5, 0, 7, 1, 18, 13, 1, 7, 9, 1, 9, 1, 11, 13, 1, 15, 11, 5, 0, 1, 12, 12, 11, 7, 8, 9, 0, 0, 4, 18, 10, 7, 5, 2, 2, 1, 3, 12, 10, 7, 8, 4, 13, 6, 3, 12, 15]
=============================test49=============================
21445
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[0, 22, 12, 25, 25, 2, 12, 2, 5, 20, 3, 29, 2, 8, 5, 5, 27, 15, 5, 12, 9, 22, 0, 26, 15, 29, 15, 9, 27, 0, 23, 10, 26, 23, 11, 9, 1, 1, 19, 5, 28, 11, 6, 3, 0, 25, 12, 17, 11, 6, 7, 0, 28, 5, 2, 14, 6, 27, 2, 5, 10, 19, 21, 6, 6, 2, 5, 16, 2, 27]
=============================test50=============================
20681
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 1, 0, 9, 0, 5, 8, 2, 8, 1, 5, 2, 6, 6, 1, 2, 0, 2, 8, 1, 5, 7, 6, 6, 4, 9, 8, 5, 2, 5, 0, 9, 6, 2, 9, 0, 8, 5, 0, 5, 2, 1, 7, 9, 9, 2, 8, 5, 0, 5, 6, 7, 6, 5, 5, 1, 8, 5, 7, 5, 1, 2, 0, 9, 0, 2, 7, 2, 8, 1, 0, 7, 6, 0, 7, 1, 2, 5, 7, 5, 5, 7, 6, 9, 4, 1, 7, 5, 7, 5, 5, 2, 6, 6, 3, 2, 7, 2, 8, 7]
=============================test51=============================
23663
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 19, 0, 13, 0, 2, 10, 3, 15, 1, 9, 10, 11, 0, 9, 1, 8, 12, 9, 5, 6, 8, 6, 0, 15, 1, 8, 11, 7, 15, 12, 19, 16, 12, 11, 2, 8, 9, 15, 15, 5, 2, 11, 9, 15, 2, 19, 11, 8, 5, 6, 19, 15, 12, 5, 1, 8, 12, 7, 5, 1, 2, 19, 9, 18, 6, 16, 19, 6, 10, 0, 19, 14, 19, 9, 19, 8, 10, 10, 5, 17, 7, 19, 0, 15, 1, 19, 12, 7, 5, 0, 16, 6, 0, 11, 11, 8, 10, 17, 5]
=============================test52=============================
23361
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 9, 3, 8, 8, 2, 4, 9, 9, 0, 1, 9, 3, 8, 0, 3, 6, 9, 0, 1, 5, 1, 3, 8, 5, 4, 7, 9, 9, 7, 5, 2, 3, 6, 6, 2, 4, 3, 1, 7, 5, 3, 3, 8, 6, 2, 4, 2, 1, 7, 6, 7, 3, 2, 7, 5, 2, 0, 4, 4, 2, 1, 3, 6, 3, 3, 0, 0, 0, 2, 7, 3, 3, 6, 5, 4, 7, 2, 7, 7, 5, 7, 3, 2, 8, 5, 5, 3, 2, 0, 5, 7, 7, 2, 0, 5, 6, 5, 4, 4]
=============================test53=============================
26867
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1]
[19, 9, 12, 19, 10, 12, 4, 11, 9, 18, 8, 2, 15, 19, 14, 1, 4, 11, 9, 8, 19, 7, 11, 19, 18, 5, 1, 9, 9, 19, 13, 9, 12, 17, 17, 1, 4, 12, 1, 17, 8, 2, 15, 19, 11, 1, 11, 15, 19, 14, 5, 3, 12, 19, 17, 4, 7, 15, 19, 10, 19, 3, 11, 19, 10, 2, 8, 11, 7, 7, 8, 3, 13, 19, 6, 2, 4, 15, 19, 14, 11, 18, 14, 19, 19, 5, 5, 13, 10, 12, 11, 18, 8, 2, 12, 13, 6, 12, 4, 4]
=============================test54=============================
22564
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 9, 0, 9, 0, 4, 4, 6, 9, 0, 9, 9, 3, 9, 2, 1, 6, 4, 9, 0, 9, 0, 2, 5, 2, 1, 6, 4, 8, 0, 4, 0, 3, 5, 8, 1, 6, 4, 8, 0, 4, 0, 2, 3, 2, 1, 4, 4, 5, 0, 4, 0, 0, 3, 2, 4, 6, 3, 8, 7, 4, 6, 3, 0, 2, 4, 7, 1, 8, 7, 2, 2, 2, 3, 2, 1, 6, 4, 8, 8, 4, 6, 3, 3, 2, 8, 6, 4, 8, 7, 4, 3, 2, 3, 2, 4, 6, 4, 8, 5]
=============================test55=============================
25752
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1]
[19, 9, 11, 9, 8, 1, 6, 1, 14, 10, 10, 9, 0, 14, 2, 19, 6, 4, 11, 10, 9, 0, 2, 14, 2, 19, 6, 4, 14, 10, 19, 15, 11, 9, 2, 19, 4, 14, 11, 0, 13, 0, 2, 14, 18, 19, 19, 4, 16, 10, 19, 19, 14, 11, 2, 19, 4, 4, 8, 0, 19, 9, 3, 5, 8, 1, 6, 4, 15, 10, 19, 15, 11, 0, 0, 4, 7, 1, 14, 10, 8, 3, 2, 5, 10, 10, 6, 4, 14, 15, 10, 19, 2, 11, 15, 19, 4, 6, 5, 7]
=============================test56=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test57=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test58=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test59=============================
107318
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test60=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test61=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test62=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test63=============================
107318
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test64=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test65=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test66=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test68=============================
92079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test69=============================
101079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test70=============================
122079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
=============================test71=============================
107318
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 21, 15, 25, 26, 1, 7, 1, 8, 5, 8, 9, 14, 27, 3, 14, 16, 8, 20, 16, 3, 25, 19, 17, 18, 4, 22, 20, 16, 11, 9, 14, 4, 27, 16, 0, 0, 24, 10, 4, 12, 12, 23, 7, 2, 12, 7, 22, 19, 17, 14, 6, 27, 17, 28, 3, 5, 14, 0, 17, 27, 13, 25, 15, 21, 4, 14, 24, 5, 9, 22, 19, 7, 22, 15, 8, 11, 15, 14, 14, 0, 11, 23, 20, 5, 15, 14, 24, 15, 4, 29, 27, 27, 29, 17, 7, 29, 11, 3, 4, 17, 2, 11, 27, 19, 6, 23, 13, 4, 25, 17, 29, 4, 5, 6, 4, 19, 11, 18, 15, 10, 10, 13, 2, 5, 21, 20, 6, 1, 23, 3, 12, 27, 16, 26, 7, 23, 3, 2, 21, 17, 19, 11, 0, 19, 2, 0, 9, 2, 3, 11, 1, 22, 4, 25, 14, 24, 12, 17, 23, 20, 19, 7, 26, 4, 3, 8, 29, 23, 17, 14, 24, 5, 23, 4, 24, 14, 5, 29, 26, 20, 28, 22, 1, 7, 29, 3, 2, 29, 16, 25, 26, 5, 23, 10, 26, 1, 27, 23]
蒙特卡洛算法就是解是完全随机生成的， 取所有生成的解中的最好的一个解， 这就近似于最优解了
蒙特卡洛搜索总体思路就是
- 把每个用户随机分配到一个工厂（容量需要匹配）
- 如果工厂没开， 则开启工厂
- 每一局都生成一个解 然后计算此解的cost
- 一共循环10000次找到最优解
首先生成一个随机解
#生成局部解
def produce_solution():
#对于每个用户 随机分配到一个工厂
factory_open = [0] * n
customer_assign = []
total_opening_cost = 0
total_assignment_cost = 0
demand_customer_copy = demand_customer.copy()
capacity_copy = capacity.copy()
for i in range(m) :
#判断是否继续为此工厂挑选随机解
flag = True
fac_num = -1
while (flag) :
#生成随机数
fac_num = random.randint(0, n - 1)
#如果容量符合要求则选择该工厂
if (demand_customer_copy[i] <= capacity_copy[fac_num]) :
#如果工厂没开 则开工厂
if (factory_open[fac_num] == 0) :
factory_open[fac_num] = 1
total_opening_cost += opening_cost[fac_num]
#写入到安排计划数组里
customer_assign.append(fac_num)
#减去相应容量
capacity_copy[fac_num] -= demand_customer_copy[i]
#更新总共total_assignment_cost
total_assignment_cost += assignment_cost[i][fac_num]
#更新flag
flag = False
return total_opening_cost + total_assignment_cost, factory_open, customer_assign然后进行循环取新解， 看是否小于最小值， 是则更新最小值，记录工厂开关情况和客户安排情况
- | 蒙特卡洛搜索cost| 蒙特卡洛搜索 time(s) ---|---|--- p1|19469|1.167448 p2|18387|1.144503 p3|20201|1.163274 p4|22369|1.173159 p5|19640|1.169271 p6|17722|1.289026 p7|20352|1.174866 p8|22446|1.165055 p9|19129|1.085098 p10|17959|1.171818 p11|20647|1.167950 p12|22022|1.083284 p13|23323|1.117716 p14|21678|1.107110 p15|24049|1.265235 p16|27861|1.091286 p17|23883|1.095017 p18|20887|1.191954 p19|24755|1.104198 p20|27675|1.109872 p21|23567|1.104100 p22|20861|1.107299 p23|23930|1.094176 p24|27605|1.098866 p25|83411|3.281926 p26|77011|3.239316 p27|82298|3.160980 p28|88306|3.242415 p29|81965|3.122669 p30|77965|3.127385 p31|84999|3.118942 p32|88774|3.125361 p33|75684|3.122862 p34|76766|3.152400 p35|83977|3.127338 p36|90197|3.131024 p37|81170|3.144564 p38|78124|3.129470 p39|82450|3.118931 p40|90381|3.116187 p41|14263|2.021891 p42|17158|1.740631 p43|17597|1.467648 p44|17764|2.135185 p45|18839|1.752667 p46|20741|1.478881 p47|16431|2.126953 p48|17678|1.878001 p49|18675|1.469679 p50|17499|2.285640 p51|20686|2.159328 p52|22696|2.415883 p53|24531|2.177904 p54|20707|2.465362 p55|25987|2.196705 p56|81337|4.176174 p57|89503|4.167729 p58|110730|4.401157 p59|94801|4.169288 p60|81313|4.105765 p61|90097|4.100008 p62|111173|4.062414 p63|95750|4.106213 p64|80590|4.070198 p65|88878|4.096092 p66|110831|4.101187 p68|81372|4.096628 p69|89175|4.086070 p70|110856|4.235252 p71|96292|4.088889
结果安排
=============================test1=============================
20079
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 9, 8, 7, 0, 3, 2, 8, 3, 2, 6, 6, 9, 9, 3, 8, 7, 7, 7, 2, 1, 0, 2, 4, 6, 6, 0, 8, 6, 2, 6, 2, 4, 1, 3, 1, 9, 5, 6, 0, 0, 8, 9, 4, 7, 4, 3, 4, 4, 6]
=============================test2=============================
17161
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 2, 2, 6, 5, 9, 6, 6, 7, 0, 6, 9, 1, 0, 8, 0, 5, 4, 2, 7, 6, 3, 3, 6, 8, 9, 7, 7, 7, 3, 2, 6, 5, 0, 4, 7, 0, 3, 8, 0, 0, 5, 1, 9, 6, 1, 2, 1, 4, 3]
=============================test3=============================
20448
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 4, 0, 2, 9, 4, 6, 3, 4, 0, 8, 6, 7, 1, 6, 9, 5, 6, 5, 8, 0, 9, 4, 9, 2, 3, 3, 9, 8, 8, 4, 0, 7, 3, 6, 7, 9, 4, 6, 1, 5, 1, 7, 3, 7, 8, 0, 1, 5, 2]
=============================test4=============================
21456
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 3, 9, 3, 2, 5, 2, 0, 2, 8, 8, 7, 4, 5, 9, 2, 6, 7, 9, 8, 8, 2, 5, 1, 2, 6, 7, 1, 0, 4, 0, 7, 0, 9, 0, 9, 1, 9, 4, 1, 6, 9, 6, 0, 7, 6, 1, 9, 9]
=============================test5=============================
19754
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 5, 0, 7, 1, 2, 6, 5, 0, 5, 8, 1, 5, 2, 4, 6, 3, 0, 1, 0, 7, 9, 3, 2, 7, 7, 7, 5, 7, 2, 4, 8, 5, 2, 4, 8, 4, 3, 9, 6, 5, 4, 3, 2, 7, 5, 0, 1, 9, 6]
=============================test6=============================
18690
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 5, 4, 7, 8, 1, 7, 6, 7, 1, 2, 9, 9, 2, 5, 0, 4, 9, 3, 7, 1, 3, 5, 4, 8, 3, 0, 5, 9, 2, 3, 0, 2, 0, 0, 2, 4, 8, 8, 9, 1, 5, 7, 8, 5, 9, 0, 2, 9, 6]
=============================test7=============================
20062
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 5, 8, 4, 9, 9, 9, 8, 7, 5, 2, 9, 8, 2, 0, 9, 8, 6, 2, 2, 7, 1, 3, 0, 8, 3, 5, 0, 7, 7, 2, 7, 5, 9, 0, 8, 0, 1, 5, 4, 5, 4, 6, 4, 3, 3, 0, 7, 1, 6]
=============================test8=============================
22419
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 1, 4, 2, 5, 1, 5, 9, 0, 0, 1, 0, 7, 1, 0, 4, 0, 0, 3, 8, 6, 6, 2, 9, 8, 4, 3, 6, 8, 3, 3, 8, 2, 1, 9, 5, 7, 9, 7, 8, 7, 5, 4, 6, 1, 3, 6, 6, 5, 8]
=============================test9=============================
19283
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 4, 7, 5, 1, 7, 9, 4, 5, 1, 5, 3, 4, 8, 4, 6, 7, 8, 9, 4, 6, 1, 5, 4, 0, 8, 9, 2, 0, 3, 3, 6, 1, 4, 1, 1, 4, 9, 9, 0, 7, 8, 3, 8, 8, 0, 2, 6, 2]
=============================test10=============================
18196
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[8, 3, 8, 0, 1, 2, 3, 0, 9, 9, 0, 3, 9, 9, 6, 2, 7, 1, 2, 0, 0, 2, 3, 6, 2, 2, 2, 3, 1, 6, 8, 0, 7, 9, 0, 7, 9, 1, 6, 6, 7, 5, 6, 9, 6, 3, 3, 0, 6, 0]
=============================test11=============================
19914
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 1, 6, 0, 5, 9, 5, 7, 8, 7, 1, 6, 4, 9, 2, 9, 7, 6, 0, 1, 6, 4, 3, 8, 6, 0, 1, 9, 6, 3, 7, 9, 5, 8, 4, 7, 4, 3, 5, 4, 1, 4, 1, 1, 9, 8, 8, 3, 5, 6]
=============================test12=============================
22234
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 1, 8, 2, 0, 2, 5, 6, 3, 2, 1, 0, 9, 6, 3, 4, 7, 8, 7, 2, 7, 3, 4, 5, 5, 0, 6, 0, 5, 7, 3, 8, 2, 3, 9, 5, 0, 8, 0, 4, 8, 0, 7, 6, 9, 0, 5, 3, 4, 1]
=============================test13=============================
23592
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1]
[9, 17, 2, 19, 19, 11, 1, 1, 18, 6, 18, 16, 9, 6, 12, 16, 16, 0, 6, 16, 17, 8, 9, 4, 7, 16, 15, 0, 9, 5, 2, 16, 10, 11, 6, 15, 4, 2, 2, 11, 8, 3, 12, 19, 9, 1, 3, 0, 5, 15]
=============================test14=============================
21057
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 0, 11, 12, 7, 5, 0, 11, 10, 18, 1, 11, 3, 1, 15, 4, 9, 19, 10, 9, 12, 16, 15, 3, 19, 4, 15, 19, 14, 17, 0, 17, 11, 1, 12, 13, 7, 11, 8, 9, 16, 11, 16, 18, 7, 14, 6, 15, 10, 9]
=============================test15=============================
24536
[0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 6, 4, 17, 3, 14, 5, 18, 11, 8, 16, 11, 9, 2, 11, 19, 6, 11, 15, 12, 9, 4, 5, 2, 19, 7, 13, 6, 12, 18, 17, 11, 7, 6, 3, 17, 4, 4, 12, 2, 19, 3, 16, 18, 4, 4, 19, 2, 10, 15]
=============================test16=============================
26801
[1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[17, 10, 14, 8, 12, 1, 12, 15, 17, 6, 6, 18, 7, 7, 8, 8, 2, 8, 11, 7, 19, 16, 14, 5, 10, 19, 16, 14, 18, 6, 12, 16, 0, 6, 7, 6, 19, 2, 10, 0, 10, 7, 7, 5, 4, 15, 17, 16, 4, 11]
=============================test17=============================
23015
[0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 6, 14, 17, 6, 14, 13, 13, 8, 10, 11, 14, 7, 13, 17, 13, 19, 6, 6, 19, 13, 14, 9, 4, 17, 17, 11, 9, 12, 18, 7, 16, 17, 4, 15, 16, 4, 11, 19, 16, 4, 19, 5, 15, 4, 9, 9, 14, 13, 10]
=============================test18=============================
21575
[0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[18, 14, 11, 3, 3, 5, 16, 19, 8, 14, 14, 8, 3, 10, 7, 3, 3, 4, 1, 14, 9, 5, 3, 14, 17, 8, 12, 6, 3, 5, 16, 9, 17, 14, 7, 11, 6, 8, 11, 8, 5, 11, 17, 16, 17, 16, 18, 15, 12, 9]
=============================test19=============================
24371
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1]
[5, 3, 2, 2, 5, 8, 10, 18, 17, 19, 16, 1, 15, 6, 15, 15, 1, 8, 16, 4, 17, 16, 9, 6, 19, 18, 15, 18, 19, 18, 2, 16, 11, 17, 4, 9, 7, 3, 1, 13, 17, 3, 6, 18, 18, 16, 6, 13, 5, 16]
=============================test20=============================
27962
[1, 1, 1, 1, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 2, 16, 14, 14, 14, 12, 1, 16, 12, 16, 14, 2, 13, 0, 9, 3, 18, 19, 17, 9, 2, 12, 15, 6, 1, 6, 0, 18, 10, 9, 17, 17, 0, 10, 17, 0, 10, 18, 6, 13, 17, 15, 13, 10, 2, 19, 14, 1, 9]
=============================test21=============================
23174
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 0]
[2, 15, 6, 17, 6, 1, 2, 8, 7, 18, 12, 12, 17, 9, 1, 5, 18, 5, 12, 12, 9, 7, 9, 7, 15, 17, 4, 3, 4, 17, 10, 12, 15, 10, 18, 18, 9, 7, 1, 13, 8, 12, 4, 17, 12, 0, 16, 4, 15, 13]
=============================test22=============================
20804
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 12, 2, 10, 5, 12, 2, 14, 11, 5, 18, 12, 11, 4, 7, 9, 5, 1, 11, 3, 16, 14, 7, 8, 10, 3, 11, 4, 9, 3, 15, 4, 8, 17, 7, 16, 0, 14, 5, 19, 17, 13, 16, 4, 4, 3, 7, 10, 13, 7]
=============================test23=============================
24638
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0]
[2, 6, 18, 1, 17, 1, 14, 1, 14, 12, 18, 9, 0, 11, 15, 17, 18, 1, 11, 12, 17, 17, 9, 7, 8, 8, 7, 11, 11, 6, 5, 2, 4, 12, 12, 17, 0, 17, 13, 14, 1, 0, 16, 18, 15, 8, 9, 5, 15, 15]
=============================test24=============================
28047
[0, 0, 1, 1, 1, 1, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 5, 12, 18, 16, 16, 11, 2, 3, 19, 19, 5, 11, 12, 12, 16, 3, 18, 17, 19, 18, 9, 14, 14, 12, 18, 15, 17, 17, 17, 13, 17, 13, 19, 18, 16, 4, 4, 7, 16, 18, 3, 15, 14, 14, 11, 14, 13, 13]
=============================test25=============================
79458
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]
[4, 1, 23, 0, 10, 7, 24, 1, 9, 7, 14, 5, 3, 15, 17, 15, 21, 4, 24, 20, 9, 26, 5, 12, 18, 22, 23, 29, 12, 17, 6, 14, 19, 22, 2, 1, 11, 10, 19, 29, 13, 6, 26, 20, 13, 2, 10, 4, 20, 2, 2, 19, 19, 4, 9, 29, 29, 25, 19, 11, 26, 19, 22, 2, 16, 3, 13, 16, 7, 1, 6, 11, 1, 25, 14, 29, 0, 3, 7, 11, 4, 15, 9, 4, 6, 18, 3, 16, 21, 6, 11, 13, 4, 23, 14, 2, 19, 29, 17, 17, 9, 10, 25, 25, 23, 22, 22, 12, 25, 3, 29, 24, 11, 6, 23, 16, 7, 19, 18, 29, 15, 20, 5, 28, 6, 18, 13, 17, 29, 28, 9, 26, 18, 1, 8, 26, 28, 25, 2, 29, 20, 26, 9, 22, 13, 18, 5, 14, 11, 1]
=============================test26=============================
78084
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[7, 19, 27, 21, 9, 29, 7, 16, 15, 28, 13, 6, 15, 29, 7, 21, 22, 0, 4, 25, 4, 24, 3, 27, 10, 14, 8, 4, 10, 17, 16, 19, 14, 13, 28, 0, 25, 6, 27, 22, 16, 8, 7, 4, 29, 18, 27, 8, 13, 19, 21, 3, 4, 25, 9, 7, 6, 1, 27, 13, 2, 5, 5, 0, 13, 2, 29, 4, 14, 21, 15, 17, 7, 10, 18, 0, 14, 3, 14, 12, 8, 1, 28, 6, 1, 10, 20, 2, 10, 4, 18, 26, 16, 21, 6, 2, 18, 14, 21, 1, 12, 21, 1, 19, 28, 28, 2, 9, 15, 9, 5, 3, 0, 9, 17, 5, 28, 20, 15, 18, 10, 13, 26, 14, 7, 9, 3, 14, 22, 29, 7, 1, 10, 3, 3, 14, 18, 9, 8, 0, 12, 18, 14, 15, 29, 3, 17, 19, 10, 5]
=============================test27=============================
84498
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 28, 19, 19, 3, 3, 12, 26, 27, 9, 22, 25, 6, 17, 29, 11, 28, 6, 22, 28, 23, 20, 28, 14, 8, 7, 10, 9, 26, 29, 8, 28, 27, 6, 9, 12, 9, 5, 15, 26, 9, 2, 18, 11, 27, 26, 17, 18, 8, 11, 14, 20, 18, 28, 13, 17, 0, 16, 20, 17, 20, 13, 2, 8, 13, 5, 5, 10, 17, 9, 3, 9, 16, 7, 12, 18, 8, 10, 11, 9, 11, 9, 1, 14, 8, 23, 27, 1, 29, 8, 26, 25, 17, 16, 12, 26, 28, 8, 15, 28, 18, 14, 21, 21, 15, 8, 13, 17, 22, 24, 0, 24, 6, 23, 5, 21, 25, 7, 0, 0, 7, 3, 29, 19, 16, 14, 19, 18, 14, 27, 29, 12, 13, 10, 9, 7, 24, 13, 5, 12, 5, 13, 15, 19, 24, 0, 1, 17, 19, 5]
=============================test28=============================
90261
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 21, 23, 15, 3, 29, 0, 4, 25, 1, 0, 4, 8, 29, 11, 9, 15, 6, 13, 23, 7, 10, 20, 27, 23, 1, 7, 27, 17, 14, 14, 22, 18, 15, 11, 13, 5, 19, 19, 6, 17, 15, 8, 26, 25, 2, 28, 15, 10, 5, 5, 25, 17, 20, 24, 29, 14, 0, 28, 5, 8, 16, 29, 6, 8, 11, 19, 18, 21, 5, 6, 15, 4, 26, 26, 21, 8, 19, 9, 5, 17, 27, 6, 16, 13, 15, 20, 11, 22, 12, 20, 20, 0, 2, 15, 21, 25, 18, 18, 25, 9, 9, 13, 14, 18, 28, 18, 24, 11, 29, 20, 12, 2, 4, 12, 29, 27, 18, 8, 0, 15, 18, 6, 1, 29, 8, 12, 29, 18, 28, 0, 1, 18, 8, 4, 5, 19, 9, 19, 26, 11, 4, 8, 7, 21, 21, 1, 11, 1, 15]
=============================test29=============================
80366
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 27, 14, 24, 27, 3, 23, 18, 0, 9, 23, 18, 14, 11, 4, 14, 19, 1, 27, 8, 21, 21, 24, 4, 15, 29, 12, 22, 11, 18, 11, 28, 16, 7, 5, 22, 23, 17, 6, 0, 22, 29, 15, 22, 3, 15, 6, 2, 8, 29, 23, 19, 16, 16, 16, 17, 16, 15, 19, 3, 4, 25, 16, 5, 25, 24, 15, 10, 19, 7, 11, 9, 22, 14, 2, 2, 9, 5, 21, 21, 29, 0, 22, 15, 16, 29, 14, 2, 9, 9, 8, 27, 0, 23, 18, 19, 13, 5, 8, 29, 18, 4, 20, 10, 18, 22, 27, 24, 12, 15, 27, 2, 16, 13, 13, 7, 21, 9, 20, 8, 29, 9, 12, 17, 14, 20, 24, 29, 15, 2, 1, 13, 3, 13, 26, 18, 20, 14, 1, 25, 8, 28, 16, 27, 8, 14, 5, 4, 29, 5]
=============================test30=============================
78428
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 13, 18, 2, 16, 9, 21, 9, 8, 28, 12, 4, 11, 4, 27, 24, 27, 13, 21, 22, 3, 9, 19, 10, 8, 10, 27, 9, 6, 25, 11, 25, 2, 2, 8, 7, 17, 21, 12, 19, 14, 29, 14, 3, 21, 2, 20, 0, 0, 5, 7, 29, 20, 3, 4, 5, 22, 11, 23, 25, 21, 11, 9, 12, 8, 0, 27, 0, 21, 9, 0, 5, 6, 4, 22, 28, 5, 23, 17, 10, 8, 1, 27, 18, 23, 15, 12, 2, 22, 13, 2, 13, 0, 16, 21, 17, 13, 15, 25, 23, 21, 3, 23, 3, 14, 15, 3, 19, 18, 11, 5, 26, 6, 15, 1, 0, 5, 7, 9, 1, 28, 1, 11, 19, 19, 24, 7, 26, 12, 16, 23, 25, 6, 25, 22, 0, 20, 5, 29, 11, 20, 3, 17, 10, 12, 16, 16, 18, 28, 10]
=============================test31=============================
85044
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 5, 15, 20, 9, 4, 28, 14, 5, 17, 3, 8, 16, 1, 3, 10, 12, 14, 29, 4, 28, 3, 18, 21, 7, 11, 20, 12, 19, 3, 22, 26, 1, 14, 3, 3, 14, 16, 4, 26, 14, 9, 1, 11, 28, 8, 5, 8, 23, 6, 10, 8, 14, 10, 24, 4, 22, 29, 17, 9, 18, 9, 29, 15, 29, 0, 7, 28, 16, 7, 21, 14, 4, 26, 26, 0, 16, 20, 11, 8, 3, 7, 1, 4, 11, 17, 26, 27, 20, 11, 3, 14, 10, 5, 21, 1, 29, 19, 15, 15, 25, 18, 4, 20, 14, 14, 23, 16, 2, 0, 22, 8, 15, 16, 13, 9, 26, 3, 4, 8, 22, 24, 22, 23, 8, 4, 29, 26, 24, 17, 28, 28, 2, 25, 28, 22, 0, 29, 19, 13, 22, 16, 6, 29, 21, 6, 15, 20, 19, 1]
=============================test32=============================
87824
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 21, 23, 17, 20, 19, 12, 26, 5, 20, 5, 19, 15, 22, 22, 10, 28, 9, 0, 6, 19, 9, 0, 25, 12, 23, 23, 15, 13, 14, 25, 26, 11, 4, 13, 26, 26, 0, 18, 11, 11, 1, 28, 5, 25, 20, 6, 17, 2, 10, 2, 13, 4, 1, 7, 10, 4, 9, 16, 6, 29, 18, 21, 7, 8, 7, 8, 11, 17, 6, 25, 26, 9, 3, 23, 5, 15, 22, 0, 11, 29, 6, 14, 25, 13, 5, 5, 4, 22, 21, 11, 24, 28, 10, 21, 24, 3, 12, 13, 12, 18, 20, 11, 25, 24, 27, 23, 26, 3, 5, 24, 6, 8, 10, 15, 23, 21, 14, 22, 23, 13, 2, 12, 4, 13, 21, 12, 11, 1, 12, 7, 16, 4, 16, 1, 14, 14, 18, 26, 2, 27, 29, 11, 25, 12, 16, 18, 13, 17, 24]
=============================test33=============================
80674
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[15, 13, 29, 5, 25, 7, 25, 9, 10, 0, 14, 29, 13, 2, 8, 1, 18, 27, 21, 29, 5, 8, 7, 13, 14, 8, 27, 17, 21, 9, 11, 26, 1, 0, 4, 20, 28, 26, 29, 24, 14, 23, 29, 20, 2, 19, 13, 22, 28, 28, 24, 24, 4, 7, 0, 24, 11, 6, 17, 25, 15, 14, 3, 10, 1, 12, 3, 22, 20, 5, 12, 22, 20, 27, 8, 4, 25, 6, 8, 25, 1, 16, 22, 24, 16, 28, 16, 16, 12, 10, 12, 7, 3, 23, 19, 26, 28, 19, 1, 9, 14, 2, 24, 28, 8, 0, 5, 3, 9, 5, 0, 8, 27, 22, 7, 13, 13, 18, 6, 20, 23, 23, 25, 11, 22, 22, 27, 22, 15, 21, 6, 24, 7, 8, 13, 17, 20, 2, 13, 2, 10, 27, 19, 21, 17, 18, 16, 16, 16, 19]
=============================test34=============================
77251
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 4, 13, 10, 27, 3, 18, 3, 7, 18, 4, 24, 19, 21, 25, 20, 26, 4, 16, 12, 25, 21, 0, 9, 29, 18, 14, 2, 15, 27, 5, 17, 1, 7, 15, 9, 3, 27, 24, 8, 18, 21, 1, 20, 13, 9, 15, 11, 2, 17, 15, 0, 18, 7, 18, 2, 0, 4, 1, 13, 5, 14, 19, 25, 3, 1, 16, 20, 28, 13, 6, 22, 28, 18, 16, 9, 2, 7, 3, 27, 26, 3, 5, 13, 8, 8, 16, 20, 12, 17, 26, 0, 0, 10, 13, 23, 12, 18, 7, 24, 19, 19, 13, 24, 28, 23, 28, 5, 27, 1, 17, 19, 1, 29, 0, 24, 12, 16, 1, 11, 29, 20, 4, 23, 0, 14, 21, 1, 8, 19, 8, 18, 11, 29, 5, 7, 27, 28, 25, 15, 8, 26, 11, 0, 21, 25, 5, 11, 22, 11]
=============================test35=============================
79847
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 22, 1, 23, 23, 0, 29, 5, 6, 27, 1, 3, 22, 0, 29, 26, 2, 28, 10, 9, 7, 27, 22, 17, 14, 3, 21, 20, 11, 23, 10, 9, 10, 0, 25, 18, 2, 26, 16, 28, 12, 15, 4, 24, 18, 22, 7, 4, 24, 1, 8, 13, 4, 9, 9, 0, 11, 16, 28, 25, 2, 2, 8, 8, 18, 2, 11, 17, 0, 24, 15, 9, 23, 23, 11, 28, 3, 0, 0, 1, 16, 13, 14, 27, 8, 5, 20, 5, 11, 27, 18, 5, 1, 29, 14, 8, 28, 26, 18, 16, 5, 12, 29, 10, 8, 7, 5, 9, 0, 13, 23, 16, 12, 10, 6, 1, 4, 4, 6, 18, 27, 19, 20, 18, 12, 17, 15, 7, 0, 4, 9, 4, 2, 28, 14, 21, 10, 16, 19, 10, 3, 29, 24, 21, 24, 17, 7, 29, 21, 28]
=============================test36=============================
87064
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[13, 0, 27, 6, 12, 20, 17, 22, 29, 8, 28, 19, 1, 20, 26, 29, 0, 13, 21, 24, 5, 10, 15, 8, 14, 19, 21, 24, 11, 12, 16, 24, 0, 16, 14, 25, 26, 29, 25, 7, 14, 21, 2, 5, 4, 16, 7, 20, 8, 25, 7, 8, 10, 18, 0, 3, 21, 17, 19, 17, 12, 21, 1, 8, 8, 14, 8, 17, 21, 19, 29, 27, 29, 5, 13, 19, 5, 3, 6, 14, 13, 12, 3, 18, 17, 20, 3, 21, 12, 1, 27, 25, 1, 0, 2, 6, 27, 6, 0, 9, 11, 4, 17, 13, 22, 12, 14, 12, 4, 11, 24, 20, 2, 26, 20, 3, 22, 5, 7, 1, 23, 5, 29, 8, 3, 5, 12, 5, 25, 1, 23, 20, 19, 5, 6, 14, 11, 6, 11, 29, 10, 17, 16, 0, 2, 20, 13, 18, 19, 5]
=============================test37=============================
80379
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[18, 15, 26, 16, 8, 2, 18, 23, 3, 2, 18, 5, 1, 22, 22, 21, 20, 13, 22, 16, 21, 12, 1, 26, 16, 9, 17, 3, 20, 28, 13, 27, 26, 10, 5, 9, 5, 7, 17, 8, 13, 4, 21, 16, 25, 3, 16, 11, 28, 22, 13, 6, 4, 4, 15, 19, 1, 29, 25, 4, 6, 19, 4, 14, 1, 13, 12, 6, 20, 9, 12, 21, 22, 4, 6, 1, 27, 15, 15, 14, 0, 3, 6, 27, 9, 3, 12, 13, 3, 19, 29, 27, 0, 21, 28, 7, 2, 15, 17, 23, 18, 11, 25, 14, 18, 11, 21, 10, 3, 13, 23, 7, 27, 4, 16, 4, 14, 4, 5, 25, 9, 5, 3, 19, 4, 27, 19, 27, 10, 26, 25, 9, 9, 8, 18, 14, 20, 1, 7, 13, 29, 27, 27, 2, 6, 3, 8, 13, 23, 15]
=============================test38=============================
78212
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 28, 19, 17, 18, 0, 21, 4, 16, 29, 22, 27, 20, 15, 28, 4, 19, 14, 29, 25, 7, 5, 8, 9, 16, 27, 14, 16, 5, 11, 21, 9, 6, 14, 5, 15, 25, 25, 19, 0, 0, 26, 28, 5, 26, 2, 18, 17, 8, 12, 21, 4, 1, 9, 5, 10, 17, 29, 6, 20, 23, 8, 15, 4, 22, 12, 21, 24, 25, 23, 17, 16, 13, 17, 14, 28, 13, 29, 24, 1, 24, 18, 15, 19, 12, 12, 3, 1, 29, 3, 24, 5, 13, 2, 14, 21, 10, 15, 27, 4, 23, 28, 5, 28, 29, 12, 10, 14, 11, 16, 9, 20, 6, 7, 23, 22, 6, 10, 6, 27, 27, 4, 11, 11, 9, 1, 23, 4, 13, 29, 24, 0, 24, 13, 1, 27, 6, 2, 6, 21, 14, 3, 22, 0, 27, 29, 3, 1, 27, 29]
=============================test39=============================
81688
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 18, 9, 11, 8, 21, 9, 5, 0, 1, 20, 11, 23, 10, 28, 16, 1, 26, 5, 21, 20, 9, 22, 16, 9, 27, 16, 5, 23, 21, 8, 6, 16, 17, 21, 20, 4, 22, 12, 23, 24, 24, 17, 4, 12, 26, 19, 27, 26, 19, 9, 9, 26, 3, 5, 11, 8, 2, 25, 21, 20, 14, 15, 27, 0, 22, 12, 15, 14, 9, 28, 15, 29, 12, 9, 17, 13, 6, 3, 12, 14, 18, 6, 11, 1, 29, 20, 11, 18, 15, 2, 1, 6, 28, 16, 14, 11, 1, 17, 22, 21, 1, 13, 10, 22, 26, 0, 2, 26, 0, 21, 23, 4, 11, 15, 4, 22, 18, 1, 11, 8, 1, 4, 24, 0, 15, 11, 0, 10, 15, 10, 27, 11, 13, 3, 6, 21, 19, 29, 14, 18, 10, 19, 19, 7, 0, 13, 15, 2, 11]
=============================test40=============================
89215
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[22, 6, 27, 26, 21, 4, 1, 16, 9, 6, 0, 2, 11, 0, 16, 22, 7, 27, 11, 25, 22, 16, 3, 19, 25, 16, 28, 12, 3, 15, 8, 22, 3, 10, 16, 24, 14, 24, 27, 8, 13, 17, 2, 24, 2, 22, 20, 3, 16, 7, 7, 11, 12, 0, 1, 12, 26, 8, 24, 26, 12, 16, 23, 18, 5, 13, 25, 12, 9, 21, 11, 6, 29, 24, 25, 29, 24, 0, 2, 19, 2, 25, 16, 16, 17, 23, 19, 23, 22, 20, 6, 15, 22, 10, 7, 28, 11, 26, 13, 17, 1, 5, 27, 11, 21, 11, 13, 12, 16, 11, 3, 5, 21, 1, 5, 6, 11, 17, 26, 21, 19, 22, 25, 27, 14, 6, 28, 8, 25, 29, 9, 11, 2, 21, 17, 14, 11, 20, 24, 1, 7, 22, 13, 28, 8, 4, 22, 22, 1, 11]
=============================test41=============================
13597
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 2, 9, 3, 5, 7, 0, 1, 7, 2, 9, 4, 2, 3, 0, 5, 8, 2, 9, 4, 4, 6, 7, 2, 4, 6, 6, 9, 6, 8, 9, 6, 6, 3, 9, 1, 3, 0, 7, 1, 6, 0, 4, 8, 3, 8, 0, 7, 1, 3, 3, 8, 6, 0, 3, 7, 2, 5, 9, 4, 3, 3, 0, 2, 1, 9, 1, 2, 6, 3, 1, 1, 9, 0, 5, 6, 4, 7, 3, 8, 0, 7, 1, 0, 5, 2, 1, 2, 4, 6]
=============================test42=============================
17114
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 0, 1, 1]
[0, 15, 0, 6, 0, 18, 0, 13, 3, 6, 2, 0, 3, 19, 15, 5, 6, 0, 1, 8, 18, 8, 10, 16, 5, 19, 8, 4, 1, 0, 18, 6, 3, 14, 19, 18, 1, 13, 8, 2, 13, 5, 9, 18, 13, 15, 5, 16, 14, 8, 14, 14, 4, 8, 9, 5, 16, 15, 4, 10, 10, 18, 0, 0, 2, 16, 16, 5, 1, 7, 5, 2, 14, 10, 3, 14, 15, 14, 3, 14]
=============================test43=============================
16773
[1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[5, 12, 0, 3, 15, 23, 21, 12, 22, 12, 21, 12, 2, 22, 29, 6, 10, 5, 8, 25, 11, 11, 16, 5, 24, 10, 26, 0, 20, 18, 11, 12, 26, 29, 11, 22, 11, 16, 23, 0, 26, 3, 29, 23, 24, 0, 27, 8, 29, 18, 9, 8, 2, 1, 9, 16, 26, 26, 25, 21, 26, 26, 11, 10, 22, 21, 24, 22, 26, 24]
=============================test44=============================
17621
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 7, 1, 9, 0, 2, 9, 6, 7, 2, 0, 4, 6, 3, 1, 1, 8, 6, 4, 9, 8, 7, 4, 5, 7, 4, 8, 5, 9, 9, 8, 0, 6, 0, 7, 7, 2, 4, 6, 8, 4, 2, 6, 0, 7, 6, 3, 1, 1, 3, 4, 1, 1, 2, 8, 0, 3, 4, 5, 0, 2, 3, 4, 5, 3, 1, 7, 4, 7, 2, 6, 7, 8, 0, 7, 5, 5, 5, 2, 5, 2, 7, 7, 7, 4, 0, 7, 2, 5, 1]
=============================test45=============================
18854
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 19, 17, 7, 18, 5, 19, 14, 16, 18, 4, 9, 19, 15, 4, 12, 4, 14, 12, 13, 8, 3, 4, 13, 17, 8, 0, 5, 4, 15, 7, 0, 16, 5, 4, 4, 15, 17, 19, 1, 12, 4, 7, 6, 13, 6, 3, 6, 12, 6, 12, 5, 0, 7, 13, 13, 7, 9, 16, 19, 17, 10, 14, 17, 1, 6, 14, 19, 6, 19, 10, 4, 18, 14, 17, 19, 10, 9, 16, 6]
=============================test46=============================
20383
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1]
[21, 10, 28, 28, 11, 14, 22, 24, 11, 22, 22, 17, 16, 3, 7, 14, 2, 12, 26, 24, 1, 10, 0, 24, 27, 21, 6, 28, 21, 11, 13, 27, 27, 4, 26, 7, 26, 3, 13, 21, 23, 26, 16, 28, 1, 15, 29, 23, 21, 13, 6, 12, 2, 15, 3, 12, 17, 29, 7, 5, 22, 29, 11, 26, 22, 17, 16, 21, 10, 15]
=============================test47=============================
16700
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 9, 1, 9, 2, 5, 6, 7, 8, 7, 7, 4, 2, 3, 7, 4, 9, 5, 0, 2, 4, 9, 6, 7, 4, 8, 0, 9, 8, 3, 5, 4, 5, 4, 7, 0, 3, 6, 2, 7, 2, 1, 8, 3, 5, 0, 2, 4, 6, 2, 1, 0, 4, 0, 1, 0, 3, 7, 1, 5, 4, 4, 0, 7, 1, 1, 3, 9, 6, 6, 2, 6, 6, 7, 4, 7, 8, 9, 7, 3, 1, 4, 4, 2, 8, 3, 2, 2, 4, 4]
=============================test48=============================
17430
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[4, 18, 0, 2, 10, 1, 12, 17, 16, 7, 7, 17, 17, 5, 7, 16, 15, 3, 13, 10, 1, 12, 17, 18, 16, 12, 15, 0, 1, 10, 7, 15, 2, 15, 7, 8, 11, 15, 4, 17, 4, 2, 0, 3, 15, 16, 18, 18, 17, 5, 8, 10, 0, 17, 11, 19, 2, 6, 6, 4, 19, 12, 11, 17, 18, 0, 11, 7, 18, 4, 8, 15, 0, 5, 2, 6, 7, 7, 6, 10]
=============================test49=============================
18617
[1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[6, 4, 28, 23, 2, 14, 27, 10, 29, 27, 11, 11, 10, 7, 26, 7, 24, 20, 2, 24, 11, 9, 27, 0, 27, 0, 15, 13, 6, 29, 13, 29, 15, 28, 3, 3, 1, 6, 15, 16, 25, 9, 28, 17, 1, 6, 6, 21, 3, 4, 7, 0, 29, 24, 21, 16, 16, 26, 29, 9, 13, 10, 27, 20, 0, 4, 3, 24, 3, 25]
=============================test50=============================
17741
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 7, 6, 5, 6, 1, 1, 6, 9, 3, 6, 6, 5, 3, 1, 9, 5, 5, 5, 4, 0, 6, 0, 6, 1, 0, 3, 2, 1, 2, 3, 5, 3, 0, 8, 1, 1, 0, 8, 0, 1, 4, 9, 3, 8, 9, 3, 9, 3, 0, 8, 6, 9, 6, 8, 0, 4, 3, 6, 7, 4, 7, 9, 8, 8, 6, 4, 7, 0, 6, 7, 7, 8, 5, 2, 2, 6, 8, 8, 0, 0, 1, 1, 0, 6, 5, 6, 6, 2, 3, 7, 6, 2, 3, 3, 5, 4, 4, 2]
=============================test51=============================
20930
[1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 0, 18, 6, 10, 0, 19, 0, 14, 0, 9, 11, 12, 6, 11, 4, 17, 12, 7, 1, 4, 17, 19, 7, 8, 11, 15, 1, 4, 2, 14, 4, 14, 11, 13, 6, 16, 18, 8, 6, 0, 2, 18, 9, 0, 0, 17, 19, 6, 7, 10, 6, 16, 10, 10, 2, 10, 9, 2, 2, 8, 2, 7, 0, 15, 2, 17, 7, 12, 19, 6, 12, 17, 1, 7, 17, 11, 13, 0, 4, 7, 1, 19, 14, 18, 7, 8, 9, 9, 14, 17, 1, 18, 15, 12, 9, 8, 0, 2, 16]
=============================test52=============================
22658
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 8, 5, 6, 0, 5, 3, 3, 0, 7, 5, 5, 8, 9, 3, 5, 6, 6, 2, 5, 6, 1, 4, 2, 3, 4, 7, 7, 1, 1, 9, 6, 3, 2, 3, 9, 4, 4, 5, 2, 5, 6, 5, 6, 6, 0, 4, 2, 4, 8, 2, 1, 2, 9, 7, 2, 7, 9, 8, 2, 7, 2, 7, 4, 6, 5, 5, 0, 5, 5, 1, 0, 3, 1, 8, 4, 7, 0, 7, 7, 0, 4, 0, 4, 8, 7, 3, 2, 6, 0, 6, 2, 6, 2, 7, 2, 2, 0, 9, 8]
=============================test53=============================
25505
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 16, 11, 18, 15, 11, 4, 16, 17, 9, 14, 5, 18, 17, 17, 11, 5, 17, 4, 13, 12, 6, 15, 0, 14, 4, 7, 1, 13, 2, 16, 4, 11, 12, 13, 1, 3, 11, 11, 17, 9, 10, 8, 19, 9, 12, 4, 6, 17, 14, 12, 16, 12, 6, 10, 2, 6, 12, 17, 18, 18, 8, 0, 9, 8, 1, 4, 19, 2, 0, 8, 17, 3, 16, 8, 7, 7, 9, 10, 1, 2, 7, 14, 1, 10, 11, 0, 6, 11, 13, 13, 2, 15, 5, 17, 19, 5, 3, 13, 5]
=============================test54=============================
20909
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 3, 3, 1, 3, 5, 0, 6, 6, 0, 5, 6, 5, 1, 3, 7, 4, 3, 1, 8, 8, 3, 2, 4, 0, 6, 1, 4, 7, 3, 3, 3, 9, 2, 5, 1, 5, 4, 9, 5, 3, 0, 2, 9, 0, 0, 6, 4, 8, 4, 2, 6, 5, 3, 8, 6, 7, 8, 2, 7, 2, 8, 5, 3, 7, 6, 8, 3, 3, 5, 1, 3, 1, 3, 7, 4, 5, 9, 6, 3, 6, 4, 0, 3, 1, 6, 0, 7, 7, 3, 9, 9, 7, 4, 5, 5, 6, 4, 7, 6]
=============================test55=============================
26221
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 6, 2, 6, 18, 4, 7, 13, 18, 0, 3, 17, 3, 14, 16, 19, 8, 19, 7, 5, 9, 15, 7, 11, 0, 17, 0, 12, 18, 17, 16, 18, 2, 19, 7, 19, 6, 19, 6, 1, 11, 12, 5, 16, 10, 19, 0, 17, 14, 4, 17, 17, 3, 4, 2, 4, 2, 14, 16, 7, 17, 3, 1, 2, 19, 9, 2, 18, 3, 10, 18, 13, 7, 16, 8, 1, 4, 10, 6, 18, 3, 13, 1, 5, 1, 10, 14, 4, 17, 5, 16, 2, 6, 10, 6, 6, 19, 3, 2, 9]
=============================test56=============================
79598
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 3, 13, 0, 7, 18, 9, 9, 10, 2, 1, 0, 10, 12, 9, 2, 27, 4, 17, 17, 16, 27, 25, 25, 1, 29, 5, 5, 0, 25, 9, 19, 2, 13, 29, 10, 1, 7, 21, 1, 1, 24, 26, 13, 29, 27, 21, 8, 17, 27, 27, 11, 12, 1, 18, 13, 18, 24, 17, 14, 24, 2, 28, 6, 3, 16, 28, 6, 26, 20, 3, 5, 0, 22, 16, 12, 5, 2, 11, 18, 26, 10, 12, 16, 6, 23, 19, 16, 21, 25, 15, 22, 24, 10, 26, 29, 23, 18, 21, 29, 3, 1, 28, 13, 29, 16, 11, 16, 13, 7, 13, 23, 2, 17, 18, 26, 13, 16, 9, 18, 12, 15, 7, 2, 0, 29, 8, 11, 19, 5, 3, 8, 18, 26, 21, 14, 20, 10, 9, 10, 28, 18, 19, 1, 28, 26, 5, 13, 18, 25, 13, 8, 27, 17, 0, 1, 17, 26, 17, 18, 23, 16, 11, 8, 15, 5, 17, 1, 21, 27, 17, 17, 14, 24, 10, 22, 24, 17, 19, 23, 26, 18, 12, 23, 2, 25, 28, 29, 2, 29, 4, 1, 1, 5, 15, 14, 24, 28, 6, 2]
=============================test57=============================
89623
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[27, 16, 24, 29, 16, 14, 22, 6, 0, 24, 12, 15, 6, 16, 24, 27, 10, 26, 20, 17, 13, 28, 2, 3, 13, 14, 14, 21, 9, 14, 13, 12, 3, 28, 2, 1, 11, 12, 13, 0, 29, 18, 10, 21, 13, 1, 6, 2, 29, 7, 22, 14, 16, 20, 18, 25, 1, 16, 20, 21, 12, 6, 18, 12, 2, 27, 7, 22, 25, 4, 26, 23, 16, 5, 20, 15, 23, 12, 14, 28, 6, 9, 18, 16, 18, 19, 24, 25, 28, 24, 29, 12, 0, 9, 0, 3, 12, 3, 24, 17, 6, 17, 14, 0, 1, 14, 23, 8, 8, 4, 12, 7, 15, 28, 0, 26, 9, 4, 7, 19, 1, 4, 2, 20, 17, 26, 5, 25, 27, 16, 23, 1, 28, 19, 18, 28, 10, 2, 16, 24, 23, 26, 7, 26, 9, 24, 27, 14, 19, 0, 1, 11, 14, 23, 21, 20, 11, 4, 9, 15, 2, 18, 18, 22, 10, 17, 0, 3, 6, 15, 29, 10, 28, 9, 28, 4, 0, 9, 11, 15, 3, 17, 6, 11, 18, 22, 3, 7, 27, 22, 24, 12, 13, 5, 1, 14, 28, 13, 11, 23]
=============================test58=============================
110784
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 28, 11, 14, 7, 1, 6, 14, 1, 5, 20, 25, 15, 27, 10, 20, 23, 7, 23, 13, 27, 27, 7, 0, 1, 22, 6, 12, 27, 26, 6, 13, 15, 29, 1, 21, 16, 20, 24, 24, 1, 4, 27, 23, 28, 21, 0, 1, 25, 24, 11, 10, 13, 1, 11, 0, 12, 9, 16, 16, 6, 2, 2, 10, 23, 26, 26, 5, 17, 15, 28, 19, 24, 6, 16, 10, 1, 0, 28, 29, 5, 8, 4, 6, 22, 8, 18, 17, 26, 13, 15, 4, 16, 28, 17, 18, 7, 16, 10, 13, 9, 22, 21, 28, 6, 25, 17, 27, 27, 24, 16, 5, 25, 13, 29, 3, 16, 6, 0, 10, 26, 4, 6, 2, 3, 16, 12, 2, 25, 18, 9, 5, 24, 21, 15, 17, 26, 23, 29, 2, 8, 21, 5, 18, 29, 26, 28, 12, 8, 18, 2, 13, 27, 20, 26, 23, 15, 24, 20, 24, 16, 15, 28, 21, 16, 23, 22, 20, 12, 28, 16, 6, 9, 14, 25, 20, 20, 9, 14, 28, 23, 28, 29, 18, 20, 19, 8, 18, 24, 26, 22, 16, 6, 3, 11, 9, 26, 2, 1, 29]
=============================test59=============================
96510
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[28, 15, 10, 11, 8, 13, 12, 25, 5, 27, 28, 0, 15, 0, 10, 13, 15, 2, 1, 13, 13, 3, 1, 1, 17, 0, 23, 13, 14, 16, 29, 1, 11, 14, 1, 20, 28, 6, 4, 0, 1, 25, 1, 3, 10, 5, 28, 10, 7, 23, 27, 21, 28, 8, 17, 8, 5, 1, 20, 16, 26, 22, 28, 28, 29, 22, 8, 22, 4, 17, 16, 3, 12, 19, 18, 10, 20, 23, 10, 3, 12, 6, 13, 0, 3, 23, 1, 16, 27, 10, 15, 22, 20, 2, 11, 6, 16, 1, 16, 0, 2, 23, 6, 28, 6, 10, 26, 9, 23, 0, 14, 8, 0, 20, 5, 1, 5, 22, 21, 18, 14, 3, 28, 8, 4, 4, 20, 15, 6, 10, 29, 4, 12, 11, 2, 11, 17, 18, 0, 2, 8, 29, 16, 8, 12, 6, 8, 28, 6, 3, 21, 25, 17, 0, 23, 27, 10, 7, 22, 19, 22, 20, 28, 13, 9, 27, 21, 22, 27, 13, 1, 13, 7, 23, 23, 23, 21, 19, 3, 19, 10, 18, 13, 24, 2, 15, 12, 14, 5, 26, 24, 4, 14, 13, 12, 14, 9, 1, 20, 14]
=============================test60=============================
80071
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 18, 14, 14, 11, 26, 10, 20, 15, 28, 19, 12, 9, 9, 2, 24, 5, 22, 3, 22, 17, 4, 4, 0, 22, 20, 8, 4, 20, 16, 12, 28, 22, 5, 23, 0, 27, 20, 9, 19, 15, 14, 24, 1, 12, 24, 3, 13, 14, 26, 18, 18, 9, 15, 13, 26, 11, 1, 19, 0, 15, 17, 21, 23, 5, 27, 8, 9, 16, 10, 22, 28, 11, 25, 6, 22, 0, 18, 8, 20, 27, 16, 14, 10, 21, 11, 5, 25, 10, 17, 22, 15, 24, 0, 25, 9, 16, 28, 16, 19, 7, 3, 4, 10, 21, 0, 14, 5, 25, 19, 21, 8, 11, 21, 12, 12, 12, 12, 12, 22, 20, 10, 9, 1, 27, 9, 7, 2, 6, 15, 27, 9, 7, 26, 2, 2, 15, 2, 10, 5, 22, 19, 19, 20, 10, 27, 11, 26, 21, 3, 24, 7, 26, 25, 13, 20, 6, 22, 4, 0, 29, 4, 21, 27, 16, 2, 27, 7, 25, 23, 9, 11, 28, 17, 25, 4, 19, 1, 8, 3, 20, 12, 13, 10, 1, 14, 6, 21, 13, 17, 8, 28, 3, 2, 12, 7, 13, 13, 5, 6]
=============================test61=============================
90548
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 15, 4, 13, 13, 25, 13, 18, 24, 1, 1, 2, 21, 26, 16, 1, 27, 24, 29, 4, 28, 16, 20, 25, 15, 21, 7, 13, 12, 14, 8, 28, 8, 6, 6, 2, 12, 12, 27, 1, 21, 18, 6, 3, 10, 28, 23, 5, 10, 24, 29, 3, 13, 26, 14, 29, 25, 20, 21, 22, 4, 24, 17, 20, 2, 5, 6, 14, 8, 4, 14, 4, 3, 10, 11, 26, 12, 20, 5, 22, 23, 18, 5, 27, 17, 21, 24, 2, 10, 26, 4, 26, 13, 22, 27, 2, 16, 4, 17, 19, 16, 19, 15, 17, 8, 29, 27, 12, 23, 17, 9, 10, 8, 20, 11, 26, 25, 13, 8, 22, 28, 8, 7, 6, 29, 9, 4, 6, 21, 16, 19, 24, 26, 26, 29, 13, 18, 22, 21, 19, 18, 29, 13, 26, 18, 12, 27, 22, 4, 29, 23, 18, 21, 29, 14, 27, 1, 26, 15, 23, 13, 18, 17, 4, 6, 23, 21, 17, 6, 5, 3, 11, 15, 9, 22, 28, 15, 7, 15, 13, 14, 21, 5, 25, 14, 13, 20, 24, 5, 23, 12, 22, 26, 17, 2, 23, 7, 8, 8, 25]
=============================test62=============================
110151
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[20, 22, 23, 21, 0, 28, 20, 21, 10, 28, 7, 21, 8, 27, 7, 16, 13, 17, 16, 20, 19, 12, 9, 13, 18, 18, 29, 7, 15, 28, 27, 25, 29, 6, 13, 1, 16, 4, 26, 29, 1, 23, 11, 16, 18, 17, 24, 6, 21, 28, 13, 21, 14, 9, 11, 11, 20, 18, 0, 25, 20, 26, 5, 18, 19, 23, 20, 6, 24, 24, 22, 28, 20, 1, 1, 3, 8, 15, 22, 16, 10, 29, 17, 16, 28, 22, 13, 18, 17, 24, 6, 15, 2, 18, 29, 28, 10, 10, 12, 0, 13, 25, 14, 27, 6, 13, 4, 2, 2, 6, 13, 22, 6, 23, 17, 24, 25, 12, 29, 28, 20, 13, 7, 1, 14, 22, 29, 18, 17, 12, 0, 12, 1, 11, 20, 17, 18, 7, 26, 15, 19, 22, 27, 0, 21, 3, 25, 14, 29, 2, 21, 17, 29, 27, 26, 22, 2, 12, 6, 21, 26, 2, 14, 18, 2, 4, 7, 9, 11, 2, 22, 16, 24, 13, 2, 4, 3, 14, 4, 16, 28, 2, 12, 11, 4, 3, 29, 25, 2, 13, 11, 25, 1, 11, 23, 0, 19, 25, 21, 10]
=============================test63=============================
95368
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 5, 20, 13, 13, 13, 8, 11, 4, 14, 12, 9, 0, 29, 12, 16, 21, 2, 14, 12, 27, 3, 22, 1, 16, 20, 29, 15, 23, 3, 29, 29, 1, 27, 22, 3, 20, 5, 14, 19, 21, 18, 21, 11, 11, 7, 12, 14, 22, 19, 13, 4, 9, 22, 28, 0, 9, 20, 5, 7, 28, 11, 20, 15, 1, 29, 3, 23, 19, 5, 19, 18, 17, 21, 20, 1, 13, 17, 11, 14, 24, 26, 15, 8, 18, 12, 6, 13, 14, 8, 23, 0, 13, 20, 16, 15, 2, 18, 18, 21, 10, 11, 17, 25, 13, 25, 22, 13, 5, 12, 1, 0, 2, 13, 19, 27, 25, 24, 7, 16, 5, 22, 4, 14, 7, 15, 18, 2, 11, 23, 4, 1, 29, 2, 17, 21, 0, 9, 14, 2, 17, 2, 22, 2, 25, 2, 1, 3, 1, 11, 0, 20, 22, 3, 28, 4, 24, 20, 18, 6, 2, 10, 15, 17, 9, 7, 13, 14, 15, 11, 21, 5, 9, 3, 29, 7, 9, 22, 10, 1, 14, 6, 24, 20, 26, 7, 17, 19, 9, 5, 11, 21, 28, 23, 17, 8, 16, 13, 5, 9]
=============================test64=============================
81002
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 7, 27, 13, 13, 21, 16, 20, 15, 8, 7, 15, 22, 12, 21, 27, 11, 6, 2, 15, 18, 19, 13, 22, 18, 16, 11, 8, 16, 21, 4, 11, 25, 6, 29, 19, 2, 20, 17, 16, 10, 19, 8, 8, 28, 2, 5, 24, 14, 14, 16, 20, 19, 22, 26, 13, 9, 26, 22, 5, 10, 4, 14, 0, 2, 4, 3, 7, 13, 15, 29, 21, 17, 27, 14, 3, 27, 27, 12, 13, 16, 9, 9, 5, 3, 15, 17, 27, 21, 25, 6, 0, 10, 25, 15, 24, 27, 16, 4, 5, 10, 12, 9, 22, 28, 19, 11, 1, 1, 11, 12, 14, 27, 8, 29, 18, 27, 29, 13, 25, 5, 22, 4, 10, 29, 13, 29, 25, 7, 12, 22, 4, 2, 22, 3, 21, 13, 1, 6, 18, 15, 19, 20, 7, 13, 14, 9, 15, 26, 13, 10, 10, 14, 24, 10, 17, 8, 19, 20, 27, 26, 3, 22, 22, 8, 10, 6, 17, 21, 5, 6, 14, 13, 1, 7, 23, 28, 21, 22, 22, 9, 28, 16, 2, 13, 25, 15, 9, 14, 7, 20, 21, 4, 7, 21, 20, 5, 4, 9, 24]
=============================test65=============================
88975
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[20, 18, 3, 1, 0, 27, 23, 2, 18, 6, 7, 0, 23, 16, 13, 8, 3, 19, 10, 12, 13, 0, 14, 9, 26, 10, 29, 14, 5, 16, 29, 25, 5, 5, 10, 2, 26, 10, 23, 19, 14, 11, 20, 28, 13, 29, 3, 26, 13, 20, 28, 25, 11, 5, 17, 16, 20, 13, 5, 13, 6, 14, 24, 15, 27, 0, 22, 27, 14, 7, 10, 9, 22, 13, 28, 10, 4, 19, 28, 29, 14, 10, 11, 4, 2, 1, 16, 17, 4, 12, 24, 5, 17, 1, 11, 2, 4, 14, 16, 2, 18, 2, 20, 29, 14, 19, 24, 28, 3, 26, 0, 13, 10, 19, 25, 22, 25, 29, 6, 0, 9, 25, 23, 23, 21, 2, 7, 17, 3, 11, 15, 12, 18, 20, 13, 27, 22, 12, 22, 0, 26, 29, 17, 19, 10, 9, 29, 1, 18, 24, 6, 18, 15, 19, 4, 22, 7, 4, 11, 13, 15, 28, 11, 23, 25, 13, 2, 24, 21, 27, 22, 2, 29, 23, 16, 6, 17, 27, 24, 15, 29, 9, 5, 1, 12, 15, 29, 25, 24, 0, 1, 12, 12, 15, 19, 12, 4, 3, 3, 1]
=============================test66=============================
110525
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 18, 17, 24, 6, 25, 2, 15, 1, 28, 23, 3, 25, 14, 3, 2, 0, 16, 9, 23, 12, 6, 25, 18, 19, 8, 28, 4, 26, 14, 27, 14, 12, 6, 2, 27, 11, 5, 21, 0, 28, 29, 26, 5, 0, 3, 8, 11, 16, 0, 26, 4, 21, 11, 4, 18, 8, 6, 14, 0, 24, 11, 12, 14, 2, 5, 29, 25, 10, 10, 24, 1, 1, 13, 0, 4, 10, 1, 6, 11, 23, 2, 25, 26, 6, 15, 13, 13, 20, 27, 10, 22, 7, 0, 5, 13, 7, 2, 7, 28, 0, 25, 19, 2, 10, 17, 28, 19, 9, 7, 9, 2, 19, 10, 25, 2, 1, 20, 11, 29, 11, 27, 1, 28, 23, 9, 26, 23, 21, 15, 14, 5, 24, 14, 5, 24, 9, 9, 12, 23, 18, 28, 2, 0, 0, 17, 23, 24, 13, 0, 27, 16, 28, 26, 9, 10, 9, 10, 22, 12, 19, 2, 5, 28, 24, 3, 16, 8, 1, 27, 16, 26, 24, 3, 10, 26, 19, 13, 5, 0, 20, 1, 4, 2, 1, 8, 28, 25, 18, 5, 6, 13, 29, 29, 3, 21, 15, 19, 29, 22]
=============================test68=============================
80370
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 10, 3, 23, 12, 5, 1, 19, 11, 1, 16, 6, 6, 24, 2, 27, 21, 18, 11, 21, 25, 11, 4, 19, 14, 9, 1, 24, 23, 20, 21, 24, 6, 0, 25, 7, 10, 24, 19, 3, 21, 13, 19, 23, 21, 18, 18, 17, 29, 12, 17, 3, 26, 3, 16, 5, 6, 4, 29, 13, 18, 24, 24, 27, 1, 6, 2, 29, 18, 17, 9, 12, 5, 9, 20, 27, 11, 28, 18, 28, 1, 3, 16, 29, 18, 22, 12, 28, 24, 21, 16, 17, 27, 0, 22, 9, 17, 3, 28, 2, 4, 14, 23, 8, 7, 6, 23, 23, 26, 10, 24, 9, 10, 29, 22, 15, 18, 24, 11, 0, 25, 10, 8, 9, 12, 17, 9, 26, 6, 8, 27, 9, 15, 8, 0, 25, 12, 1, 19, 22, 1, 4, 5, 8, 28, 15, 19, 16, 0, 13, 2, 6, 7, 10, 17, 0, 25, 29, 24, 14, 15, 4, 16, 22, 0, 27, 5, 8, 18, 20, 18, 25, 9, 6, 12, 12, 4, 16, 27, 18, 27, 28, 20, 26, 26, 22, 25, 12, 12, 14, 18, 7, 25, 5, 23, 16, 27, 4, 5, 10]
=============================test69=============================
88559
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 1, 21, 4, 18, 5, 6, 13, 14, 27, 25, 25, 11, 18, 6, 26, 10, 17, 2, 25, 26, 13, 19, 15, 10, 6, 4, 2, 19, 19, 24, 23, 26, 7, 29, 24, 10, 16, 22, 11, 16, 1, 21, 29, 21, 19, 20, 17, 22, 16, 14, 0, 16, 22, 2, 14, 8, 26, 2, 19, 20, 29, 22, 19, 20, 21, 4, 14, 26, 16, 14, 9, 11, 20, 26, 21, 28, 4, 13, 11, 13, 1, 11, 24, 24, 4, 17, 13, 6, 6, 4, 4, 7, 21, 25, 17, 23, 22, 18, 27, 2, 24, 23, 21, 6, 12, 27, 9, 12, 11, 22, 5, 16, 22, 25, 17, 0, 29, 0, 22, 27, 3, 25, 10, 8, 12, 5, 1, 15, 25, 6, 0, 29, 21, 25, 28, 4, 12, 19, 25, 14, 13, 26, 3, 25, 23, 9, 15, 0, 4, 7, 4, 20, 16, 3, 20, 18, 19, 11, 0, 6, 20, 2, 15, 9, 16, 29, 28, 20, 8, 16, 5, 20, 9, 17, 26, 27, 23, 21, 28, 19, 14, 9, 23, 6, 5, 21, 8, 6, 16, 1, 2, 2, 1, 20, 9, 12, 20, 27, 9]
=============================test70=============================
110669
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1]
[9, 8, 9, 22, 15, 17, 3, 29, 2, 15, 28, 2, 8, 27, 8, 19, 12, 27, 10, 1, 22, 16, 20, 5, 13, 3, 10, 14, 15, 8, 2, 21, 23, 5, 20, 14, 22, 7, 20, 8, 14, 27, 2, 14, 22, 17, 11, 1, 5, 6, 0, 10, 19, 27, 23, 19, 1, 0, 7, 6, 29, 0, 11, 14, 4, 0, 8, 17, 18, 18, 9, 29, 19, 7, 29, 18, 10, 22, 15, 8, 1, 4, 7, 19, 25, 25, 22, 19, 14, 1, 28, 5, 18, 9, 23, 5, 13, 11, 9, 22, 18, 21, 17, 12, 15, 2, 20, 8, 12, 12, 23, 18, 3, 20, 10, 20, 22, 28, 16, 10, 12, 5, 20, 0, 16, 2, 4, 6, 8, 18, 1, 7, 7, 26, 23, 27, 3, 2, 12, 23, 13, 23, 28, 13, 15, 9, 28, 7, 12, 23, 12, 3, 26, 11, 26, 17, 6, 2, 12, 5, 29, 8, 21, 27, 1, 20, 5, 7, 2, 15, 25, 15, 26, 7, 26, 26, 25, 6, 18, 19, 10, 17, 25, 12, 5, 22, 20, 3, 9, 17, 15, 11, 3, 12, 16, 13, 14, 23, 12, 16]
=============================test71=============================
95379
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[12, 20, 27, 28, 13, 14, 14, 9, 7, 15, 19, 29, 12, 11, 0, 22, 1, 24, 12, 12, 10, 20, 1, 3, 27, 12, 24, 10, 29, 21, 28, 23, 20, 27, 19, 13, 3, 5, 23, 28, 25, 18, 27, 29, 20, 2, 14, 21, 28, 11, 0, 23, 20, 2, 6, 24, 2, 16, 2, 20, 4, 2, 13, 0, 14, 12, 1, 7, 0, 13, 21, 27, 11, 13, 16, 21, 0, 14, 25, 16, 29, 17, 21, 2, 8, 8, 0, 3, 19, 28, 29, 3, 10, 5, 3, 19, 9, 19, 0, 4, 26, 12, 29, 16, 10, 11, 10, 29, 11, 15, 1, 6, 5, 8, 22, 26, 26, 4, 9, 26, 22, 28, 9, 28, 10, 5, 17, 21, 0, 7, 4, 5, 13, 19, 14, 10, 17, 15, 24, 2, 0, 15, 10, 13, 0, 6, 8, 29, 15, 9, 25, 26, 1, 27, 18, 1, 29, 16, 2, 28, 9, 9, 24, 22, 12, 19, 27, 4, 6, 21, 17, 2, 15, 22, 6, 24, 10, 20, 8, 1, 21, 28, 19, 15, 10, 17, 16, 21, 8, 9, 13, 4, 12, 10, 11, 23, 13, 9, 20, 25]
局部搜索基本想法如下
- 生成一个初始解（这里可以以贪心解作为初始解）， 设置为局部最优解
- 对此局部最优解进行一定修改，变成与之相近的新解
- 判断此新解是否优于局部最优解， 如果优于则替换局部最优
对于如何进行修改生成新解 我这里的策略就是随机选择一个用户把此用户安排到本身工厂以外的其他工厂，若此工厂没开放，则进行开放， 若原来工厂只有此用户，则把原来工厂关闭更新所有的cost
这是生成解的关键函数
这里的cost 是在生成解之后进行计算的
#根据传入的解 生成一个局部的解, 并且求出此解的cost 当做参数传出
def produce_local_search_solution(bestFactoryOpen, bestValueAssign, capacity_copy):
flag = True
fac_num = -1
#选择的随机顾客标号为i
i = random.randint(0, m - 1)
while (flag):
# 生成被安排的随机工厂
fac_num = random.randint(0, n - 1)
#如果生成的随机工厂就是原来的工厂则继续生成
if (fac_num == bestValueAssign[i]):
continue
# 如果容量符合要求则选择该工厂
if (demand_customer[i] <= capacity_copy[fac_num]):
# 如果工厂没开 则开工厂
if (bestFactoryOpen[fac_num] == 0):
bestFactoryOpen[fac_num] = 1
#给离开的工厂加上相应的容量
capacity_copy[bestValueAssign[i]] += demand_customer[i]
#同时减去相应的assign消耗
#如果离开的工厂的容量变为初始容量， 则把工厂设置为关闭
if(capacity_copy[bestValueAssign[i]] == capacity[bestValueAssign[i]]):
bestFactoryOpen[bestValueAssign[i]] = 0
# 更新安排表
bestValueAssign[i] = fac_num
# 减去相应容量
capacity_copy[fac_num] -= demand_customer[i]
# 更新总共total_assignment_cost
# 更新flag
flag = False
#计算此解的cost 当做参数传出去
bestCost = 0
for s in range(m):
bestCost += assignment_cost[i][bestValueAssign[s]]
for d in range(n):
bestCost += bestFactoryOpen[d] * opening_cost[d]
return bestCost,bestFactoryOpen, bestValueAssign, capacity_copy
- |局部搜索cost|局部搜索 time(s) ---|---|--- p1|12940|1.611006 p2|12662|1.616155 p3|15246|1.597958 p4|15945|1.634933 p5|15959|1.911517 p6|14412|1.881594 p7|16347|1.914353 p8|18335|1.914085 p9|14434|1.383706 p10|12959|1.371393 p11|14754|1.375677 p12|16793|1.375278 p13|18928|1.555986 p14|16852|1.559896 p15|19881|1.541984 p16|23286|1.567830 p17|18501|1.542376 p18|16732|1.538791 p19|19425|1.532036 p20|22656|1.535684 p21|19079|1.520752 p22|16393|1.514622 p23|20391|1.521705 p24|23213|1.532024 p25|32776|3.020063 p26|29390|3.041976 p27|35092|3.005009 p28|40842|3.023259 p29|31958|3.030729 p30|29519|2.934350 p31|35761|2.997456 p32|41655|2.958145 p33|32956|3.015352 p34|29814|3.008410 p35|35333|2.952897 p36|41871|2.953205 p37|33068|3.007182 p38|29018|2.992898 p39|35316|2.986342 p40|41794|2.996479 p41|5627|2.100240 p42|12636|1.955856 p43|13829|1.930061 p44|6017|2.251095 p45|12549|1.969584 p46|16547|1.951602 p47|5029|2.250038 p48|9532|1.962069 p49|12603|1.922715 p50|6412|2.311359 p51|11545|2.205665 p52|10539|2.446955 p53|16222|2.272284 p54|7168|2.537065 p55|11918|2.282920 p56|60150|3.705955 p57|68465|3.685768 p58|90445|3.735101 p59|75938|3.698938 p60|58583|3.667501 p61|69205|3.671071 p62|89912|3.570421 p63|75251|3.575067 p64|59592|3.665967 p65|69263|3.613478 p66|89662|3.677088 p68|59551|3.678104 p69|68856|3.640892 p70|89284|3.638021 p71|73966|3.668180
=============================test1=============================
13741
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 5, 0, 0, 8, 1, 4, 6, 3, 0, 8, 6, 0, 5, 6, 9, 4, 5, 4, 2, 2, 3, 7, 0, 4, 9, 2, 7, 5, 2, 3, 2, 6, 8, 2, 0, 0, 9, 2, 6, 7, 1, 4, 3, 2, 4, 3, 8, 2, 1]
=============================test2=============================
12133
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 6, 9, 8, 0, 5, 0, 1, 2, 8, 0, 0, 3, 5, 2, 3, 3, 4, 9, 0, 0, 6, 3, 9, 5, 3, 0, 6, 9, 8, 6, 2, 7, 3, 4, 5, 7, 4, 5, 5, 0, 7, 8, 1, 2, 1, 5, 2, 5, 4]
=============================test3=============================
14595
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 2, 9, 7, 9, 0, 2, 4, 9, 1, 0, 2, 3, 4, 0, 3, 8, 2, 2, 0, 5, 4, 5, 5, 7, 3, 3, 1, 0, 4, 7, 9, 1, 5, 4, 4, 7, 6, 3, 4, 6, 9, 5, 6, 8, 6, 4, 7, 4, 3]
=============================test4=============================
15532
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 6, 9, 3, 2, 4, 6, 5, 7, 5, 9, 7, 8, 5, 5, 6, 7, 2, 2, 6, 5, 6, 6, 3, 1, 9, 3, 1, 5, 2, 6, 4, 8, 2, 8, 7, 4, 0, 0, 9, 3, 1, 1, 1, 7, 7, 2, 3, 4, 9]
=============================test5=============================
15001
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 4, 6, 8, 9, 5, 9, 2, 9, 3, 5, 1, 2, 2, 1, 3, 7, 5, 4, 2, 0, 8, 2, 7, 7, 7, 7, 3, 8, 4, 8, 0, 4, 1, 9, 6, 9, 8, 2, 0, 7, 1, 4, 9, 7, 4, 0, 1, 8, 4]
=============================test6=============================
14561
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 0, 2, 3, 0, 4, 9, 6, 2, 4, 6, 5, 1, 1, 9, 0, 8, 5, 0, 6, 1, 5, 8, 3, 1, 2, 6, 2, 5, 5, 7, 1, 7, 9, 8, 3, 6, 0, 3, 1, 6, 4, 0, 3, 8, 1, 9, 0, 8, 4]
=============================test7=============================
16114
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 9, 4, 1, 7, 3, 5, 7, 3, 6, 8, 5, 7, 6, 4, 0, 0, 3, 7, 2, 8, 5, 4, 6, 2, 2, 3, 1, 2, 7, 5, 9, 8, 6, 9, 9, 4, 2, 3, 4, 1, 4, 0, 7, 3, 8, 2, 8, 1, 5]
=============================test8=============================
17742
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 3, 9, 4, 5, 8, 9, 8, 4, 0, 8, 8, 0, 7, 4, 4, 9, 3, 1, 0, 8, 9, 1, 6, 3, 7, 0, 4, 6, 1, 0, 1, 6, 7, 7, 9, 3, 2, 6, 6, 6, 8, 7, 0, 1, 5, 3, 6, 4]
=============================test9=============================
13945
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 2, 0, 9, 3, 7, 2, 2, 6, 8, 7, 2, 0, 3, 0, 9, 9, 5, 0, 2, 9, 2, 0, 1, 8, 4, 7, 3, 7, 3, 5, 2, 5, 5, 8, 4, 9, 0, 7, 3, 7, 3, 9, 4, 6, 8, 9, 4, 4, 8]
=============================test10=============================
13113
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 5, 4, 2, 6, 7, 5, 1, 6, 3, 8, 4, 3, 1, 2, 0, 3, 1, 0, 0, 4, 9, 8, 0, 6, 6, 4, 2, 8, 7, 5, 1, 2, 3, 3, 7, 7, 3, 2, 0, 6, 2, 0, 2, 3, 5, 6, 3, 8, 6]
=============================test11=============================
15124
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 9, 4, 1, 7, 9, 4, 8, 4, 2, 2, 6, 9, 1, 4, 1, 7, 2, 2, 4, 5, 2, 7, 2, 6, 2, 3, 0, 7, 0, 0, 7, 2, 1, 6, 0, 9, 6, 8, 1, 9, 3, 9, 9, 4, 5, 7, 2, 7, 0]
=============================test12=============================
17026
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 1, 7, 0, 5, 3, 3, 4, 8, 0, 4, 8, 2, 1, 0, 7, 5, 9, 1, 8, 7, 3, 0, 5, 6, 5, 4, 5, 2, 5, 6, 8, 0, 0, 5, 7, 8, 0, 5, 7, 7, 9, 4, 1, 1, 4, 2, 9, 2, 9]
=============================test13=============================
19264
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 13, 16, 13, 14, 19, 5, 13, 14, 6, 19, 9, 7, 3, 8, 19, 3, 8, 16, 9, 17, 18, 12, 4, 10, 6, 4, 19, 6, 8, 17, 5, 0, 10, 12, 0, 18, 15, 4, 16, 16, 2, 11, 2, 5, 14, 7, 4, 11, 5]
=============================test14=============================
16686
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 11, 2, 12, 8, 0, 6, 18, 4, 19, 17, 9, 15, 5, 17, 12, 16, 9, 12, 6, 14, 13, 9, 19, 11, 2, 0, 4, 7, 2, 18, 13, 13, 6, 15, 1, 4, 7, 10, 17, 11, 10, 15, 6, 10, 17, 8, 8, 3, 5]
=============================test15=============================
19947
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 7, 17, 8, 15, 4, 15, 0, 11, 19, 18, 7, 17, 14, 4, 9, 11, 12, 7, 8, 1, 13, 16, 3, 4, 3, 3, 9, 17, 9, 10, 10, 2, 16, 11, 12, 15, 0, 16, 4, 15, 19, 18, 14, 17, 7, 7, 5, 6, 8]
=============================test16=============================
22628
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 9, 9, 8, 15, 5, 4, 12, 6, 7, 5, 2, 4, 4, 14, 8, 9, 7, 10, 16, 2, 7, 9, 6, 13, 13, 14, 14, 16, 8, 13, 15, 19, 17, 3, 11, 17, 17, 0, 5, 17, 11, 3, 1, 11, 2, 8, 2, 13, 18]
=============================test17=============================
18356
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1]
[0, 3, 12, 5, 16, 19, 10, 12, 10, 8, 14, 13, 15, 10, 8, 3, 5, 8, 13, 5, 5, 9, 6, 8, 4, 13, 12, 11, 3, 13, 8, 6, 16, 4, 13, 6, 1, 11, 9, 19, 6, 2, 3, 0, 16, 12, 7, 8, 15, 14]
=============================test18=============================
15950
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 12, 8, 6, 13, 10, 7, 7, 16, 14, 14, 15, 2, 15, 7, 15, 4, 15, 8, 1, 16, 13, 9, 4, 3, 1, 17, 15, 19, 10, 2, 11, 11, 1, 14, 12, 17, 3, 7, 13, 14, 17, 3, 1, 9, 18, 4, 8, 14, 14]
=============================test19=============================
19968
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1]
[14, 19, 14, 5, 15, 11, 13, 17, 3, 14, 11, 1, 3, 11, 14, 1, 8, 2, 10, 5, 6, 9, 13, 17, 10, 14, 3, 17, 16, 11, 5, 16, 9, 17, 4, 15, 4, 12, 5, 9, 19, 17, 19, 0, 13, 12, 7, 15, 15, 16]
=============================test20=============================
22995
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[3, 8, 11, 5, 7, 1, 7, 1, 18, 18, 6, 15, 11, 16, 17, 11, 3, 11, 2, 1, 11, 1, 3, 2, 16, 4, 13, 8, 1, 3, 8, 11, 14, 1, 17, 18, 6, 1, 4, 11, 6, 9, 19, 8, 19, 16, 5, 10, 15, 14]
=============================test21=============================
18561
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1, 1, 1]
[5, 5, 9, 9, 3, 15, 18, 1, 7, 10, 3, 15, 6, 18, 14, 19, 3, 14, 4, 9, 7, 17, 7, 17, 18, 3, 6, 8, 12, 0, 0, 6, 10, 11, 15, 2, 9, 1, 6, 19, 4, 4, 4, 10, 6, 19, 0, 0, 19, 17]
=============================test22=============================
16545
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 2, 5, 19, 15, 17, 13, 9, 18, 18, 16, 13, 1, 6, 13, 2, 10, 2, 0, 2, 3, 18, 3, 17, 2, 12, 8, 3, 9, 16, 9, 6, 18, 18, 16, 8, 7, 1, 12, 14, 2, 11, 12, 4, 4, 12, 8, 6, 6, 1]
=============================test23=============================
19104
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 12, 19, 12, 18, 16, 12, 5, 5, 19, 13, 9, 11, 19, 3, 3, 10, 15, 14, 5, 6, 4, 0, 14, 13, 15, 7, 9, 10, 10, 18, 18, 12, 6, 3, 17, 8, 11, 9, 4, 6, 11, 2, 4, 19, 4, 10, 17, 16, 6]
=============================test24=============================
22276
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 0, 1]
[1, 4, 11, 4, 12, 0, 17, 19, 3, 1, 17, 19, 8, 3, 17, 1, 3, 16, 9, 3, 1, 4, 19, 9, 16, 12, 16, 3, 10, 8, 2, 8, 3, 14, 7, 3, 6, 5, 9, 13, 16, 9, 16, 10, 1, 19, 19, 17, 5, 10]
=============================test25=============================
32701
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[13, 21, 10, 29, 6, 4, 1, 3, 22, 5, 13, 23, 13, 23, 15, 1, 0, 23, 29, 17, 27, 29, 9, 24, 20, 0, 0, 9, 7, 22, 18, 10, 15, 12, 16, 3, 14, 7, 11, 0, 17, 6, 10, 14, 29, 21, 16, 10, 8, 25, 26, 16, 29, 22, 5, 11, 8, 6, 17, 1, 10, 1, 8, 1, 23, 21, 27, 9, 27, 23, 22, 20, 10, 4, 24, 4, 21, 29, 28, 7, 23, 24, 6, 2, 23, 25, 10, 28, 2, 23, 18, 3, 21, 28, 19, 15, 6, 5, 18, 10, 9, 12, 24, 0, 17, 9, 8, 29, 10, 22, 6, 3, 19, 22, 22, 16, 9, 11, 28, 1, 9, 21, 2, 20, 20, 4, 16, 1, 25, 8, 17, 2, 4, 10, 27, 20, 0, 6, 14, 21, 20, 19, 26, 24, 5, 3, 17, 18, 12, 7]
=============================test26=============================
30269
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 18, 21, 1, 17, 1, 28, 19, 3, 16, 14, 24, 27, 11, 13, 19, 2, 20, 2, 23, 6, 17, 11, 27, 19, 27, 11, 2, 23, 6, 25, 11, 21, 9, 28, 4, 6, 14, 9, 5, 3, 10, 0, 25, 26, 29, 5, 15, 29, 10, 5, 19, 21, 13, 27, 26, 3, 11, 2, 27, 18, 21, 29, 28, 21, 15, 16, 22, 4, 18, 8, 6, 23, 7, 18, 22, 3, 2, 28, 29, 20, 4, 12, 17, 4, 11, 8, 16, 24, 11, 28, 26, 0, 10, 29, 29, 20, 11, 23, 22, 28, 23, 1, 0, 29, 5, 26, 3, 28, 16, 23, 8, 4, 22, 16, 28, 19, 25, 3, 21, 25, 7, 2, 4, 20, 7, 5, 4, 26, 11, 3, 23, 13, 25, 10, 0, 24, 16, 19, 15, 28, 29, 9, 11, 19, 22, 3, 11, 23, 12]
=============================test27=============================
35895
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 5, 6, 9, 25, 0, 2, 9, 17, 13, 25, 2, 24, 29, 24, 18, 8, 14, 2, 26, 29, 21, 14, 8, 2, 22, 26, 0, 11, 24, 26, 10, 9, 7, 14, 3, 14, 22, 20, 5, 1, 26, 19, 18, 20, 26, 18, 9, 15, 28, 13, 11, 13, 3, 4, 10, 21, 0, 29, 1, 8, 29, 20, 17, 4, 17, 18, 7, 6, 16, 12, 9, 28, 26, 27, 16, 22, 29, 6, 14, 13, 5, 16, 23, 24, 11, 28, 8, 11, 10, 13, 3, 6, 12, 23, 23, 28, 7, 6, 18, 1, 20, 2, 2, 12, 1, 10, 12, 23, 25, 2, 3, 16, 16, 20, 9, 11, 7, 0, 21, 29, 12, 11, 1, 18, 13, 9, 24, 12, 5, 27, 7, 14, 24, 17, 5, 9, 15, 7, 29, 11, 20, 7, 4, 28, 23, 10, 9, 24, 9]
=============================test28=============================
41516
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 3, 24, 7, 7, 29, 2, 18, 25, 11, 23, 17, 18, 16, 8, 0, 12, 12, 18, 5, 21, 21, 26, 0, 5, 12, 27, 24, 4, 3, 3, 11, 25, 14, 24, 1, 6, 8, 5, 21, 2, 5, 6, 22, 2, 12, 22, 2, 12, 28, 28, 17, 8, 10, 28, 18, 0, 27, 23, 7, 8, 3, 25, 9, 8, 11, 13, 15, 25, 0, 19, 22, 14, 8, 3, 29, 26, 1, 26, 23, 25, 9, 10, 21, 22, 18, 16, 24, 19, 28, 23, 12, 17, 15, 5, 28, 18, 16, 0, 12, 28, 11, 13, 2, 21, 27, 15, 28, 7, 10, 29, 16, 3, 9, 9, 4, 6, 3, 7, 16, 17, 27, 29, 8, 0, 26, 2, 2, 20, 11, 17, 8, 26, 25, 12, 4, 14, 12, 8, 0, 21, 15, 21, 11, 18, 4, 14, 6, 25, 29]
=============================test29=============================
32734
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 11, 24, 3, 11, 20, 13, 27, 1, 27, 1, 13, 12, 19, 18, 11, 24, 19, 15, 19, 1, 21, 18, 19, 18, 3, 2, 9, 29, 15, 1, 0, 20, 29, 11, 22, 27, 15, 2, 3, 9, 23, 28, 27, 22, 24, 13, 13, 3, 11, 1, 22, 16, 9, 4, 29, 20, 22, 25, 29, 21, 13, 28, 21, 2, 12, 0, 27, 26, 21, 10, 14, 9, 16, 21, 22, 0, 28, 23, 12, 7, 20, 20, 10, 26, 8, 25, 25, 19, 26, 11, 27, 3, 1, 18, 25, 9, 17, 23, 8, 29, 12, 22, 20, 3, 22, 27, 13, 7, 23, 25, 23, 22, 15, 17, 22, 15, 12, 4, 7, 1, 14, 27, 8, 27, 18, 12, 11, 4, 0, 6, 21, 10, 18, 10, 7, 23, 2, 19, 11, 9, 11, 18, 1, 14, 3, 5, 7, 28, 6]
=============================test30=============================
29591
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 19, 0, 29, 8, 12, 19, 10, 8, 16, 0, 29, 15, 7, 1, 2, 14, 29, 18, 1, 10, 4, 7, 23, 27, 22, 7, 20, 12, 26, 3, 19, 24, 18, 26, 14, 11, 11, 17, 19, 20, 22, 16, 2, 14, 20, 6, 2, 2, 16, 20, 7, 11, 29, 18, 9, 15, 19, 17, 7, 17, 17, 3, 11, 11, 8, 19, 20, 3, 19, 26, 21, 3, 18, 27, 12, 28, 12, 20, 21, 29, 28, 19, 5, 21, 16, 1, 10, 16, 7, 16, 19, 9, 18, 1, 23, 29, 17, 1, 4, 22, 25, 15, 17, 16, 26, 0, 12, 13, 4, 25, 7, 21, 19, 17, 18, 19, 18, 17, 23, 27, 10, 6, 2, 23, 3, 24, 17, 1, 13, 27, 14, 12, 6, 24, 12, 5, 17, 26, 14, 1, 15, 9, 9, 23, 8, 26, 14, 9, 26]
=============================test31=============================
35683
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 5, 18, 23, 16, 26, 12, 4, 18, 2, 11, 16, 20, 27, 17, 10, 0, 12, 2, 24, 2, 8, 29, 10, 18, 6, 11, 26, 9, 26, 26, 14, 0, 0, 3, 11, 3, 27, 10, 8, 23, 4, 27, 17, 1, 7, 19, 4, 27, 10, 23, 9, 23, 22, 1, 9, 23, 22, 8, 14, 10, 5, 0, 23, 20, 22, 27, 6, 21, 16, 10, 19, 7, 16, 4, 29, 12, 13, 29, 5, 17, 12, 15, 28, 29, 0, 29, 26, 24, 2, 19, 25, 2, 5, 2, 4, 11, 2, 8, 5, 17, 1, 0, 14, 17, 26, 10, 29, 16, 19, 19, 7, 21, 19, 20, 20, 2, 3, 7, 19, 9, 25, 1, 7, 7, 3, 5, 2, 3, 25, 21, 13, 12, 27, 21, 24, 24, 3, 24, 24, 29, 12, 13, 5, 14, 9, 22, 6, 21, 4]
=============================test32=============================
41816
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 22, 15, 13, 3, 7, 0, 23, 15, 22, 4, 17, 22, 15, 14, 8, 2, 16, 8, 6, 2, 1, 18, 21, 22, 11, 18, 15, 15, 25, 16, 12, 19, 1, 27, 16, 5, 10, 18, 26, 16, 23, 0, 21, 2, 14, 29, 9, 23, 10, 26, 28, 5, 17, 27, 23, 16, 20, 15, 5, 19, 12, 2, 20, 8, 19, 20, 8, 25, 3, 5, 19, 29, 28, 13, 17, 19, 15, 22, 29, 26, 8, 13, 2, 9, 27, 15, 8, 28, 1, 1, 20, 13, 3, 21, 7, 20, 0, 7, 18, 27, 26, 10, 0, 3, 21, 8, 11, 4, 2, 10, 6, 6, 16, 6, 3, 28, 16, 8, 24, 22, 17, 15, 12, 18, 20, 6, 9, 21, 13, 14, 28, 9, 12, 27, 0, 28, 6, 17, 11, 23, 27, 24, 8, 2, 12, 21, 8, 28, 7]
=============================test33=============================
32208
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 15, 18, 12, 12, 14, 16, 24, 5, 8, 1, 10, 2, 5, 12, 17, 26, 11, 24, 6, 25, 0, 0, 6, 11, 27, 10, 18, 15, 22, 12, 11, 17, 0, 10, 21, 4, 15, 24, 20, 17, 24, 5, 18, 22, 22, 24, 20, 17, 22, 13, 20, 8, 17, 5, 17, 13, 1, 17, 10, 4, 14, 9, 28, 20, 9, 19, 16, 21, 6, 16, 5, 23, 28, 23, 10, 16, 2, 7, 22, 21, 13, 15, 16, 7, 16, 1, 18, 12, 11, 1, 6, 11, 9, 10, 2, 25, 8, 25, 24, 25, 29, 1, 25, 16, 3, 23, 15, 24, 27, 28, 17, 5, 23, 11, 18, 0, 1, 26, 27, 27, 4, 8, 28, 24, 21, 18, 9, 4, 4, 6, 21, 27, 4, 10, 21, 24, 0, 1, 11, 9, 19, 4, 9, 26, 11, 17, 25, 18, 6]
=============================test34=============================
30008
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 19, 2, 2, 5, 22, 12, 18, 22, 7, 3, 22, 22, 17, 0, 25, 13, 29, 3, 16, 16, 0, 0, 18, 22, 26, 11, 0, 14, 20, 6, 28, 26, 14, 3, 8, 17, 7, 10, 26, 10, 20, 2, 1, 23, 25, 28, 9, 4, 17, 6, 6, 0, 25, 13, 25, 5, 8, 19, 23, 28, 15, 2, 19, 15, 19, 21, 11, 17, 21, 1, 26, 4, 7, 14, 15, 7, 6, 11, 19, 5, 26, 15, 18, 26, 7, 5, 24, 2, 6, 5, 7, 15, 24, 10, 27, 21, 18, 0, 22, 27, 11, 16, 22, 6, 7, 11, 5, 7, 21, 4, 9, 16, 15, 16, 20, 2, 10, 4, 27, 28, 14, 10, 18, 27, 27, 8, 8, 6, 9, 29, 7, 3, 9, 5, 0, 5, 17, 18, 2, 21, 7, 8, 4, 8, 16, 4, 28, 13, 22]
=============================test35=============================
35910
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 14, 21, 19, 25, 11, 26, 3, 3, 25, 19, 15, 29, 29, 11, 24, 7, 27, 11, 24, 15, 21, 17, 13, 19, 13, 6, 25, 14, 29, 16, 18, 13, 23, 25, 16, 21, 4, 2, 26, 1, 0, 26, 14, 4, 22, 8, 23, 7, 13, 13, 10, 11, 7, 13, 19, 10, 25, 0, 3, 18, 21, 25, 27, 23, 2, 22, 11, 13, 23, 6, 17, 18, 29, 1, 27, 2, 3, 28, 7, 17, 0, 11, 17, 27, 25, 16, 12, 28, 17, 29, 20, 9, 7, 3, 27, 19, 3, 13, 6, 28, 20, 6, 25, 3, 15, 22, 23, 5, 3, 23, 1, 5, 26, 6, 26, 17, 19, 19, 6, 11, 20, 10, 15, 16, 26, 28, 6, 2, 28, 12, 28, 22, 16, 23, 10, 15, 21, 27, 12, 24, 19, 16, 23, 1, 5, 17, 17, 29, 10]
=============================test36=============================
41649
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[18, 2, 10, 11, 23, 15, 24, 8, 2, 3, 26, 7, 29, 26, 10, 10, 27, 1, 1, 10, 28, 0, 12, 1, 26, 5, 28, 29, 1, 5, 16, 12, 20, 2, 9, 24, 9, 17, 26, 3, 7, 9, 12, 23, 10, 21, 25, 9, 14, 22, 24, 5, 4, 16, 24, 0, 14, 12, 4, 7, 24, 4, 18, 22, 21, 16, 20, 1, 11, 5, 0, 7, 11, 13, 20, 22, 23, 14, 4, 26, 2, 26, 10, 27, 22, 3, 24, 1, 11, 15, 6, 11, 14, 2, 8, 3, 11, 7, 19, 9, 1, 1, 5, 1, 5, 28, 24, 3, 24, 7, 19, 1, 26, 6, 23, 1, 17, 16, 13, 13, 2, 23, 10, 20, 5, 26, 15, 12, 3, 9, 4, 11, 26, 14, 14, 24, 19, 27, 20, 17, 23, 5, 29, 19, 8, 7, 23, 6, 10, 14]
=============================test37=============================
33116
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 22, 2, 9, 26, 3, 19, 13, 27, 5, 25, 27, 29, 11, 2, 13, 20, 25, 17, 13, 11, 20, 29, 8, 7, 10, 23, 7, 5, 5, 10, 23, 15, 28, 21, 28, 9, 22, 16, 11, 22, 18, 13, 6, 28, 25, 23, 29, 8, 23, 2, 20, 27, 0, 26, 0, 12, 26, 16, 2, 14, 7, 24, 5, 6, 3, 11, 13, 6, 4, 28, 0, 12, 7, 4, 21, 6, 27, 10, 27, 26, 13, 27, 4, 27, 15, 17, 10, 5, 7, 26, 21, 6, 17, 26, 7, 4, 6, 24, 21, 24, 21, 4, 5, 3, 11, 19, 27, 16, 24, 22, 26, 14, 0, 0, 12, 9, 25, 10, 4, 24, 8, 1, 16, 15, 26, 23, 14, 8, 17, 7, 10, 17, 22, 15, 13, 24, 6, 18, 22, 13, 22, 13, 14, 19, 3, 22, 17, 12, 6]
=============================test38=============================
30083
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[12, 0, 22, 25, 26, 27, 15, 16, 18, 18, 29, 10, 15, 5, 15, 9, 12, 17, 5, 17, 12, 7, 21, 22, 17, 21, 27, 6, 14, 14, 11, 24, 2, 4, 6, 21, 13, 3, 27, 10, 21, 11, 24, 20, 26, 24, 1, 4, 19, 8, 14, 12, 13, 7, 6, 1, 15, 9, 11, 4, 24, 4, 5, 23, 7, 5, 17, 1, 15, 16, 21, 16, 12, 6, 13, 28, 15, 19, 19, 5, 26, 11, 18, 11, 28, 16, 1, 13, 4, 22, 28, 25, 1, 28, 6, 12, 2, 25, 4, 4, 2, 27, 11, 6, 19, 13, 26, 18, 15, 19, 25, 21, 11, 6, 10, 17, 17, 15, 1, 3, 17, 6, 8, 18, 21, 11, 27, 1, 14, 25, 29, 17, 20, 23, 2, 17, 13, 9, 29, 15, 16, 12, 13, 4, 1, 0, 6, 9, 8, 18]
=============================test39=============================
35521
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 5, 26, 28, 27, 12, 24, 12, 17, 23, 0, 21, 4, 15, 25, 21, 14, 8, 15, 12, 5, 2, 8, 5, 10, 22, 15, 6, 6, 26, 6, 16, 28, 20, 0, 19, 21, 22, 14, 28, 19, 4, 18, 29, 7, 23, 15, 16, 6, 27, 21, 21, 15, 19, 20, 0, 2, 25, 16, 17, 13, 24, 28, 15, 24, 13, 1, 3, 12, 17, 13, 27, 29, 19, 15, 16, 28, 0, 24, 21, 16, 4, 16, 17, 23, 0, 14, 15, 28, 14, 11, 17, 20, 27, 23, 19, 13, 19, 5, 8, 27, 27, 21, 4, 18, 25, 21, 25, 21, 4, 18, 17, 29, 24, 3, 14, 15, 18, 9, 4, 8, 10, 26, 2, 29, 21, 19, 13, 2, 20, 1, 21, 23, 5, 23, 15, 23, 10, 10, 19, 15, 2, 7, 26, 26, 20, 2, 29, 10, 16]
=============================test40=============================
41693
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 7, 1, 5, 17, 0, 0, 25, 16, 10, 3, 6, 5, 19, 0, 20, 12, 14, 27, 15, 20, 10, 15, 16, 14, 18, 21, 15, 7, 2, 29, 3, 7, 2, 1, 6, 10, 18, 5, 12, 29, 17, 10, 11, 17, 7, 22, 14, 15, 1, 18, 20, 1, 14, 10, 20, 0, 22, 13, 24, 2, 21, 19, 11, 9, 14, 5, 4, 29, 11, 12, 24, 11, 11, 4, 1, 10, 3, 18, 10, 9, 3, 0, 20, 15, 5, 21, 18, 23, 29, 22, 20, 19, 10, 10, 9, 1, 4, 1, 7, 16, 11, 5, 3, 12, 11, 28, 29, 23, 13, 13, 21, 13, 29, 20, 1, 6, 28, 23, 28, 13, 20, 28, 11, 17, 11, 26, 1, 10, 8, 8, 27, 14, 21, 16, 6, 17, 21, 28, 16, 6, 25, 16, 13, 19, 28, 28, 6, 10, 8]
=============================test41=============================
5451
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 7, 7, 0, 0, 0, 7, 4, 7, 8, 7, 6, 6, 4, 5, 3, 0, 7, 1, 7, 1, 7, 2, 4, 4, 9, 3, 1, 9, 4, 2, 1, 2, 7, 5, 5, 0, 2, 9, 8, 2, 8, 1, 6, 7, 4, 2, 8, 5, 0, 4, 9, 8, 0, 5, 9, 1, 7, 7, 7, 2, 6, 7, 6, 1, 5, 7, 5, 7, 5, 0, 7, 2, 5, 8, 8, 5, 7, 8, 2, 0, 2, 7, 0, 9, 1, 1, 2, 7, 3]
=============================test42=============================
13061
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[13, 18, 13, 13, 5, 10, 9, 15, 3, 6, 1, 18, 15, 19, 11, 1, 8, 16, 1, 3, 19, 1, 19, 16, 11, 7, 15, 19, 9, 17, 19, 19, 7, 13, 15, 1, 7, 11, 12, 15, 8, 5, 0, 4, 16, 3, 15, 10, 0, 18, 10, 9, 0, 8, 12, 12, 3, 19, 12, 10, 11, 6, 14, 0, 14, 5, 7, 0, 13, 19, 6, 8, 10, 1, 3, 5, 3, 18, 5, 10]
=============================test43=============================
14156
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]
[12, 11, 13, 15, 18, 7, 3, 11, 18, 2, 20, 21, 22, 17, 6, 24, 0, 8, 11, 6, 16, 1, 0, 4, 22, 8, 2, 17, 20, 3, 26, 22, 17, 19, 8, 16, 28, 26, 12, 19, 25, 18, 15, 26, 25, 8, 23, 16, 5, 17, 7, 29, 7, 6, 16, 24, 8, 22, 0, 5, 14, 23, 25, 28, 6, 5, 11, 15, 3, 10]
=============================test44=============================
5941
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 3, 8, 3, 5, 3, 4, 8, 8, 2, 7, 1, 5, 2, 0, 3, 8, 8, 7, 0, 9, 0, 0, 6, 8, 6, 9, 7, 6, 9, 3, 0, 0, 2, 5, 6, 5, 7, 6, 9, 2, 2, 6, 0, 4, 7, 3, 6, 1, 2, 7, 2, 9, 3, 3, 1, 6, 7, 4, 2, 5, 6, 5, 8, 6, 6, 6, 3, 9, 4, 2, 8, 6, 4, 5, 0, 6, 9, 2, 4, 2, 4, 2, 8, 1, 5, 1, 2, 6, 3]
=============================test45=============================
12346
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 19, 7, 1, 15, 5, 18, 10, 15, 17, 4, 9, 7, 7, 5, 17, 14, 7, 1, 18, 11, 1, 0, 2, 12, 6, 3, 10, 4, 2, 4, 7, 11, 4, 3, 8, 8, 13, 12, 16, 9, 6, 5, 8, 3, 10, 6, 14, 12, 2, 8, 4, 16, 11, 5, 3, 0, 9, 15, 13, 13, 7, 12, 12, 3, 17, 16, 18, 1, 13, 8, 18, 9, 18, 5, 8, 3, 5, 2, 17]
=============================test46=============================
16086
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 20, 3, 5, 18, 29, 27, 1, 4, 21, 15, 8, 0, 26, 1, 26, 9, 28, 7, 0, 19, 18, 21, 21, 28, 23, 27, 20, 27, 16, 19, 10, 19, 23, 8, 4, 22, 11, 3, 25, 1, 23, 28, 1, 13, 11, 24, 17, 6, 15, 11, 7, 19, 7, 20, 17, 8, 6, 9, 13, 9, 15, 6, 26, 4, 26, 21, 23, 19, 6]
=============================test47=============================
5063
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 7, 2, 2, 4, 0, 4, 0, 2, 0, 7, 1, 5, 2, 4, 4, 5, 6, 0, 2, 2, 2, 0, 0, 0, 6, 6, 6, 5, 8, 3, 4, 7, 6, 8, 6, 0, 5, 2, 7, 7, 3, 8, 4, 3, 4, 3, 5, 9, 4, 6, 8, 3, 2, 2, 6, 9, 7, 5, 8, 2, 7, 3, 3, 3, 2, 5, 2, 1, 2, 1, 5, 2, 9, 7, 5, 4, 6, 6, 7, 9, 4, 3, 7, 6, 0, 2, 0, 8]
=============================test48=============================
9331
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[18, 16, 8, 13, 19, 18, 11, 13, 1, 17, 17, 4, 3, 5, 4, 16, 5, 1, 9, 15, 5, 13, 18, 12, 16, 18, 0, 10, 4, 9, 7, 4, 13, 15, 9, 7, 4, 14, 7, 4, 5, 7, 4, 18, 17, 3, 12, 3, 9, 6, 6, 3, 14, 2, 15, 19, 19, 13, 16, 0, 9, 1, 0, 7, 19, 15, 14, 9, 0, 1, 19, 4, 2, 18, 18, 4, 11, 4, 14, 6]
=============================test49=============================
12487
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1]
[8, 12, 17, 23, 5, 23, 19, 19, 16, 11, 19, 3, 2, 16, 5, 0, 16, 29, 17, 17, 21, 21, 29, 19, 0, 17, 14, 2, 19, 10, 27, 14, 18, 1, 10, 16, 20, 20, 20, 17, 6, 5, 22, 21, 11, 23, 10, 16, 2, 24, 19, 15, 12, 12, 27, 23, 1, 20, 6, 8, 20, 23, 25, 24, 15, 14, 7, 21, 6, 13]
=============================test50=============================
6368
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 6, 9, 3, 3, 1, 1, 3, 2, 4, 3, 0, 7, 5, 8, 2, 2, 6, 5, 3, 8, 8, 7, 1, 3, 3, 4, 3, 4, 4, 2, 7, 5, 4, 9, 5, 0, 2, 4, 1, 4, 7, 6, 3, 5, 4, 4, 5, 2, 4, 0, 8, 8, 9, 0, 8, 3, 5, 1, 8, 3, 2, 4, 7, 5, 4, 2, 7, 6, 4, 8, 0, 8, 6, 0, 2, 1, 2, 3, 4, 3, 6, 6, 9, 2, 2, 3, 8, 7, 9, 3, 6, 1, 3, 9, 3, 5, 1, 4, 5]
=============================test51=============================
11852
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 17, 1, 3, 10, 10, 8, 14, 7, 13, 6, 13, 17, 6, 13, 16, 7, 14, 12, 11, 17, 8, 0, 12, 14, 12, 3, 7, 17, 7, 3, 0, 19, 6, 6, 17, 11, 18, 13, 18, 13, 4, 3, 6, 19, 7, 13, 9, 8, 5, 17, 10, 9, 8, 10, 0, 11, 0, 2, 10, 3, 1, 18, 13, 3, 18, 13, 5, 0, 17, 14, 16, 14, 14, 13, 4, 4, 5, 6, 18, 7, 16, 13, 9, 19, 7, 11, 5, 12, 15, 17, 12, 15, 16, 5, 12, 7, 8, 15, 8]
=============================test52=============================
10610
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 7, 2, 5, 2, 0, 7, 0, 1, 2, 5, 3, 2, 3, 8, 6, 6, 4, 7, 2, 5, 6, 5, 6, 7, 6, 6, 3, 1, 4, 8, 6, 3, 7, 6, 4, 7, 5, 6, 0, 9, 5, 7, 8, 4, 7, 1, 8, 9, 6, 3, 3, 7, 9, 5, 0, 3, 9, 0, 4, 2, 2, 9, 7, 8, 3, 6, 1, 4, 0, 3, 1, 8, 8, 6, 7, 1, 7, 6, 2, 0, 8, 6, 0, 4, 9, 4, 4, 3, 0, 8, 3, 3, 3, 2, 4, 4, 6, 7, 5]
=============================test53=============================
15696
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 1, 12, 19, 16, 9, 13, 6, 10, 3, 16, 10, 1, 7, 6, 5, 7, 10, 0, 10, 13, 12, 8, 17, 18, 0, 2, 15, 8, 15, 7, 4, 17, 5, 18, 4, 3, 3, 0, 19, 6, 2, 17, 2, 7, 17, 5, 4, 8, 11, 18, 13, 1, 7, 17, 0, 7, 7, 15, 18, 0, 11, 0, 11, 14, 1, 8, 3, 3, 3, 14, 11, 15, 18, 2, 17, 1, 5, 8, 4, 5, 0, 19, 19, 3, 12, 19, 12, 16, 2, 1, 13, 6, 18, 1, 16, 11, 18, 0, 9]
=============================test54=============================
7165
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 0, 8, 3, 2, 6, 0, 0, 3, 7, 3, 4, 7, 3, 0, 2, 6, 6, 9, 3, 6, 6, 4, 3, 7, 7, 1, 6, 4, 9, 6, 2, 7, 2, 7, 5, 1, 8, 7, 4, 0, 3, 2, 2, 0, 3, 0, 3, 7, 6, 3, 2, 3, 3, 4, 5, 4, 5, 6, 9, 2, 6, 3, 9, 0, 7, 2, 7, 0, 4, 3, 7, 7, 7, 6, 8, 5, 4, 8, 2, 6, 9, 3, 6, 7, 4, 2, 7, 7, 0, 0, 7, 1, 7, 1, 1, 7, 6, 2, 6]
=============================test55=============================
11674
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 7, 2, 7, 11, 16, 6, 19, 2, 6, 3, 11, 13, 0, 6, 18, 0, 7, 19, 7, 19, 11, 6, 18, 7, 9, 11, 3, 8, 13, 9, 1, 10, 14, 4, 15, 7, 18, 12, 0, 4, 18, 3, 11, 4, 14, 9, 17, 2, 6, 4, 10, 18, 16, 15, 13, 13, 17, 10, 7, 13, 10, 17, 1, 6, 18, 17, 8, 2, 14, 2, 4, 11, 2, 12, 18, 5, 18, 3, 2, 0, 19, 17, 13, 10, 1, 15, 12, 13, 9, 12, 9, 1, 0, 18, 9, 14, 19, 15, 17]
=============================test56=============================
60362
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[21, 28, 16, 5, 18, 9, 29, 15, 7, 12, 10, 13, 6, 3, 9, 27, 25, 26, 3, 4, 24, 24, 10, 0, 23, 29, 11, 2, 6, 5, 20, 11, 17, 18, 23, 29, 1, 9, 27, 27, 16, 19, 13, 2, 27, 24, 11, 14, 26, 15, 24, 18, 20, 1, 9, 15, 14, 3, 20, 28, 20, 9, 18, 4, 0, 19, 23, 19, 4, 17, 4, 12, 4, 24, 24, 22, 19, 1, 3, 1, 1, 5, 13, 17, 4, 20, 5, 28, 4, 28, 2, 19, 16, 9, 27, 17, 12, 19, 0, 13, 1, 27, 24, 4, 14, 12, 17, 15, 6, 6, 16, 24, 2, 2, 9, 28, 6, 13, 24, 22, 1, 15, 12, 7, 15, 29, 19, 22, 17, 24, 24, 3, 11, 19, 6, 8, 5, 6, 4, 13, 14, 9, 8, 9, 8, 3, 15, 25, 7, 22, 23, 1, 26, 21, 14, 1, 15, 10, 15, 10, 27, 17, 11, 21, 12, 0, 29, 22, 7, 17, 2, 28, 18, 29, 9, 2, 26, 22, 6, 2, 2, 14, 16, 23, 6, 27, 17, 3, 18, 29, 2, 29, 8, 4, 24, 2, 11, 12, 25, 28]
=============================test57=============================
69505
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 7, 28, 28, 10, 19, 2, 6, 6, 9, 16, 1, 22, 29, 14, 8, 26, 7, 19, 18, 25, 20, 13, 9, 22, 25, 5, 16, 20, 19, 8, 21, 15, 8, 2, 5, 0, 29, 20, 26, 20, 19, 3, 11, 20, 28, 17, 19, 13, 8, 19, 29, 21, 3, 2, 5, 4, 28, 18, 15, 16, 6, 11, 2, 16, 25, 29, 24, 26, 11, 26, 11, 13, 21, 18, 25, 13, 20, 11, 19, 13, 25, 28, 4, 25, 17, 21, 7, 10, 8, 4, 4, 11, 1, 17, 24, 24, 27, 21, 11, 9, 20, 19, 28, 1, 29, 3, 25, 3, 9, 19, 4, 15, 13, 20, 26, 7, 29, 28, 7, 21, 10, 7, 4, 15, 28, 21, 12, 19, 11, 2, 19, 29, 23, 13, 0, 27, 16, 29, 26, 3, 24, 24, 14, 22, 27, 24, 10, 28, 21, 14, 6, 28, 2, 1, 18, 12, 25, 5, 17, 28, 9, 18, 0, 2, 19, 11, 5, 26, 24, 23, 25, 15, 11, 17, 8, 9, 1, 28, 9, 19, 10, 8, 25, 8, 3, 23, 8, 1, 11, 3, 19, 21, 25, 6, 17, 20, 15, 10, 2]
=============================test58=============================
89167
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[15, 16, 19, 26, 11, 28, 16, 29, 23, 16, 2, 16, 21, 17, 15, 17, 2, 15, 24, 21, 16, 7, 24, 28, 9, 18, 3, 4, 25, 27, 2, 2, 0, 28, 28, 2, 29, 5, 10, 1, 6, 3, 10, 3, 6, 26, 5, 19, 12, 7, 3, 3, 8, 19, 4, 0, 23, 3, 20, 2, 5, 28, 24, 0, 26, 18, 4, 7, 1, 17, 18, 6, 13, 4, 20, 22, 2, 11, 29, 19, 10, 29, 2, 19, 17, 0, 3, 26, 25, 27, 28, 22, 19, 14, 23, 1, 28, 8, 5, 9, 2, 10, 19, 18, 23, 21, 16, 4, 22, 17, 9, 2, 7, 1, 9, 2, 16, 8, 15, 7, 9, 22, 11, 21, 27, 13, 0, 16, 11, 22, 0, 20, 26, 0, 29, 27, 11, 11, 18, 15, 15, 25, 12, 27, 16, 22, 19, 3, 3, 9, 17, 12, 7, 12, 28, 24, 11, 8, 3, 2, 20, 10, 8, 26, 13, 15, 12, 15, 13, 3, 20, 9, 1, 0, 10, 15, 5, 29, 14, 0, 4, 27, 27, 29, 20, 4, 23, 0, 17, 27, 1, 21, 19, 18, 22, 10, 16, 0, 4, 1]
=============================test59=============================
75127
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 13, 26, 29, 17, 9, 4, 8, 5, 3, 13, 11, 13, 11, 12, 12, 2, 1, 4, 8, 28, 25, 9, 7, 29, 29, 5, 5, 11, 17, 9, 23, 5, 8, 27, 28, 2, 27, 25, 25, 10, 5, 10, 25, 2, 27, 5, 22, 0, 23, 18, 19, 20, 7, 16, 26, 27, 28, 4, 1, 18, 25, 18, 8, 11, 16, 28, 23, 22, 2, 28, 24, 25, 5, 7, 12, 14, 12, 19, 25, 7, 13, 4, 28, 6, 23, 8, 27, 19, 21, 13, 19, 26, 18, 12, 0, 23, 6, 22, 15, 20, 15, 6, 13, 12, 27, 7, 12, 0, 19, 19, 21, 2, 12, 23, 13, 24, 15, 8, 22, 9, 17, 15, 14, 2, 11, 5, 19, 0, 9, 28, 10, 12, 27, 29, 22, 4, 18, 19, 18, 1, 6, 0, 17, 13, 23, 10, 0, 28, 25, 1, 9, 29, 11, 20, 25, 18, 18, 3, 0, 12, 0, 24, 28, 26, 0, 10, 2, 14, 6, 6, 15, 20, 27, 22, 21, 5, 15, 14, 6, 4, 16, 28, 24, 16, 7, 2, 27, 14, 23, 13, 10, 24, 2, 26, 4, 7, 9, 14, 25]
=============================test60=============================
59750
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 12, 0, 11, 17, 18, 22, 16, 7, 27, 27, 25, 3, 28, 14, 0, 0, 23, 7, 2, 10, 24, 12, 15, 22, 28, 18, 9, 28, 17, 7, 16, 1, 27, 7, 22, 18, 5, 9, 0, 9, 28, 16, 12, 17, 23, 11, 13, 1, 26, 9, 12, 5, 6, 14, 19, 2, 26, 0, 23, 21, 18, 7, 4, 1, 4, 28, 18, 19, 20, 20, 17, 10, 0, 25, 21, 29, 1, 26, 28, 21, 14, 20, 21, 29, 9, 16, 1, 8, 19, 28, 27, 3, 2, 11, 20, 9, 1, 5, 25, 12, 11, 22, 28, 19, 2, 29, 3, 3, 20, 3, 22, 18, 0, 16, 27, 14, 12, 6, 22, 8, 5, 19, 24, 0, 14, 20, 24, 20, 11, 13, 15, 6, 7, 27, 16, 21, 15, 28, 1, 28, 8, 5, 15, 15, 20, 8, 1, 14, 26, 0, 0, 29, 29, 12, 28, 8, 21, 4, 13, 29, 15, 15, 18, 29, 18, 21, 16, 18, 13, 11, 9, 19, 7, 1, 28, 21, 21, 5, 19, 19, 23, 15, 25, 12, 5, 0, 29, 4, 24, 11, 23, 16, 18, 21, 24, 4, 19, 13, 21]
=============================test61=============================
68940
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 18, 0, 4, 24, 6, 16, 2, 12, 4, 22, 20, 6, 7, 23, 24, 8, 5, 16, 25, 21, 21, 16, 5, 18, 27, 11, 15, 9, 14, 8, 11, 23, 28, 29, 14, 10, 23, 21, 0, 21, 23, 13, 3, 26, 12, 15, 0, 25, 22, 10, 6, 2, 19, 12, 23, 17, 1, 19, 28, 13, 26, 19, 13, 12, 29, 6, 19, 15, 20, 11, 18, 28, 27, 7, 0, 28, 20, 17, 13, 6, 6, 8, 16, 17, 8, 2, 27, 22, 24, 9, 21, 16, 6, 20, 16, 27, 25, 21, 0, 12, 7, 27, 3, 28, 19, 7, 28, 2, 13, 25, 11, 25, 18, 9, 3, 18, 21, 7, 14, 15, 28, 27, 13, 14, 4, 11, 9, 6, 4, 22, 18, 12, 12, 29, 21, 0, 26, 19, 20, 23, 12, 1, 17, 3, 16, 6, 4, 15, 8, 11, 18, 20, 28, 19, 0, 11, 21, 24, 2, 5, 11, 11, 11, 9, 10, 28, 18, 1, 17, 23, 22, 24, 22, 8, 15, 4, 23, 25, 16, 27, 3, 5, 27, 18, 17, 4, 24, 23, 22, 25, 26, 8, 29, 22, 13, 7, 23, 20, 22]
=============================test62=============================
89042
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[19, 14, 18, 5, 24, 8, 18, 3, 18, 19, 5, 8, 21, 10, 21, 3, 23, 22, 25, 7, 27, 9, 3, 20, 14, 5, 13, 14, 2, 1, 29, 14, 0, 23, 18, 15, 23, 13, 15, 24, 12, 16, 8, 12, 4, 28, 11, 8, 14, 20, 11, 10, 18, 28, 12, 5, 17, 3, 24, 24, 27, 14, 18, 18, 8, 21, 5, 29, 14, 20, 29, 7, 6, 5, 3, 11, 22, 4, 22, 25, 26, 3, 3, 29, 22, 12, 10, 9, 22, 20, 17, 29, 5, 22, 27, 27, 20, 12, 9, 29, 21, 25, 26, 0, 4, 28, 3, 10, 7, 0, 21, 14, 0, 8, 13, 29, 12, 18, 27, 27, 26, 19, 21, 2, 19, 18, 16, 20, 23, 13, 10, 19, 13, 25, 12, 13, 17, 19, 19, 9, 24, 17, 8, 20, 21, 20, 1, 16, 22, 15, 23, 28, 9, 13, 28, 18, 8, 15, 16, 25, 8, 27, 11, 3, 16, 10, 18, 8, 18, 15, 21, 3, 16, 0, 0, 24, 2, 15, 17, 0, 9, 26, 29, 15, 2, 29, 6, 24, 9, 26, 26, 18, 10, 28, 27, 9, 15, 17, 25, 18]
=============================test63=============================
74369
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 27, 29, 8, 23, 14, 19, 10, 19, 14, 25, 15, 7, 9, 1, 20, 6, 26, 19, 12, 29, 18, 2, 23, 4, 4, 9, 2, 5, 23, 9, 17, 23, 10, 2, 6, 11, 8, 4, 4, 18, 23, 10, 17, 6, 12, 7, 17, 10, 19, 25, 9, 25, 29, 14, 3, 0, 26, 21, 13, 16, 10, 13, 20, 11, 9, 2, 10, 6, 5, 1, 22, 24, 23, 0, 14, 25, 0, 20, 2, 19, 2, 24, 16, 21, 3, 22, 22, 17, 28, 21, 23, 9, 14, 4, 17, 17, 25, 7, 6, 28, 19, 16, 12, 16, 13, 19, 6, 16, 12, 16, 15, 13, 15, 29, 28, 25, 25, 17, 22, 9, 11, 23, 17, 18, 18, 11, 27, 21, 6, 21, 4, 3, 2, 29, 7, 9, 11, 26, 22, 29, 2, 12, 6, 12, 23, 1, 25, 7, 27, 27, 16, 13, 21, 14, 3, 4, 16, 23, 16, 12, 7, 18, 10, 18, 13, 22, 8, 15, 25, 2, 6, 16, 20, 28, 24, 9, 28, 27, 9, 21, 10, 29, 13, 21, 28, 15, 16, 0, 6, 19, 2, 17, 1, 16, 8, 27, 28, 11, 14]
=============================test64=============================
60365
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[22, 5, 24, 8, 0, 13, 29, 9, 7, 19, 4, 2, 12, 14, 12, 19, 9, 21, 18, 20, 28, 15, 22, 12, 6, 16, 3, 0, 12, 0, 2, 9, 29, 13, 21, 15, 19, 8, 7, 6, 2, 17, 11, 26, 14, 19, 10, 29, 29, 5, 23, 15, 15, 5, 11, 19, 0, 11, 29, 5, 2, 3, 0, 7, 6, 20, 12, 24, 16, 29, 15, 11, 15, 7, 7, 10, 4, 25, 29, 29, 20, 1, 7, 1, 18, 9, 2, 10, 28, 16, 24, 28, 24, 18, 27, 15, 17, 5, 20, 8, 2, 2, 5, 11, 5, 26, 28, 4, 6, 23, 15, 12, 19, 21, 0, 27, 25, 16, 18, 28, 16, 14, 24, 21, 0, 0, 22, 17, 27, 27, 5, 13, 20, 1, 6, 17, 25, 9, 20, 10, 26, 13, 28, 14, 8, 21, 0, 3, 16, 10, 14, 16, 18, 14, 28, 4, 25, 29, 2, 14, 23, 3, 22, 3, 29, 28, 19, 14, 14, 18, 24, 9, 14, 9, 24, 6, 7, 20, 18, 5, 6, 1, 8, 25, 22, 12, 16, 8, 3, 25, 15, 20, 29, 1, 28, 4, 17, 26, 11, 25]
=============================test65=============================
69375
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 2, 27, 7, 17, 14, 9, 9, 1, 24, 8, 11, 22, 1, 27, 7, 13, 8, 26, 26, 25, 16, 27, 18, 23, 2, 27, 10, 5, 18, 26, 7, 20, 29, 21, 0, 5, 12, 18, 17, 5, 4, 10, 22, 25, 28, 1, 28, 16, 17, 14, 20, 6, 10, 0, 2, 12, 11, 3, 20, 20, 11, 11, 19, 17, 21, 7, 12, 20, 11, 19, 16, 4, 1, 18, 18, 16, 20, 21, 19, 11, 22, 24, 11, 19, 0, 29, 18, 7, 18, 6, 21, 23, 5, 9, 8, 0, 7, 2, 9, 21, 19, 18, 5, 11, 1, 9, 10, 8, 17, 10, 20, 0, 28, 20, 9, 26, 15, 5, 4, 11, 29, 12, 24, 15, 16, 4, 25, 13, 17, 3, 19, 2, 11, 27, 14, 14, 29, 5, 18, 13, 23, 15, 0, 3, 9, 4, 7, 12, 9, 20, 16, 13, 3, 14, 23, 1, 7, 5, 7, 28, 6, 19, 27, 0, 22, 10, 29, 9, 20, 23, 5, 5, 12, 4, 23, 29, 11, 25, 9, 25, 26, 12, 20, 0, 3, 6, 1, 17, 28, 14, 3, 13, 4, 0, 3, 10, 21, 29, 8]
=============================test66=============================
89088
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 23, 14, 20, 16, 8, 9, 17, 21, 4, 12, 13, 21, 23, 11, 21, 0, 6, 15, 9, 3, 26, 2, 6, 25, 14, 24, 28, 8, 2, 3, 7, 26, 29, 4, 1, 1, 10, 19, 12, 0, 23, 28, 1, 12, 26, 11, 29, 4, 11, 14, 29, 20, 1, 0, 15, 23, 15, 11, 5, 29, 28, 29, 25, 19, 20, 29, 13, 5, 19, 21, 29, 18, 3, 22, 8, 3, 24, 16, 1, 15, 19, 17, 26, 18, 10, 2, 15, 5, 28, 14, 16, 25, 4, 19, 3, 7, 6, 14, 7, 10, 21, 22, 12, 9, 7, 19, 22, 6, 13, 14, 5, 9, 4, 25, 1, 28, 29, 0, 7, 7, 18, 17, 4, 17, 6, 13, 7, 20, 26, 4, 14, 3, 9, 19, 10, 13, 8, 22, 3, 15, 4, 8, 10, 28, 24, 5, 29, 23, 2, 14, 17, 26, 21, 4, 23, 22, 19, 18, 17, 14, 10, 8, 17, 23, 24, 12, 17, 15, 12, 25, 23, 0, 25, 22, 26, 6, 15, 23, 16, 2, 20, 22, 24, 29, 12, 13, 13, 16, 29, 27, 6, 21, 29, 18, 13, 4, 17, 14, 28]
=============================test68=============================
59267
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[25, 21, 27, 25, 4, 18, 25, 28, 25, 0, 9, 4, 14, 24, 12, 2, 1, 9, 23, 29, 17, 5, 4, 0, 7, 1, 6, 3, 27, 2, 23, 9, 5, 21, 4, 28, 24, 15, 9, 10, 16, 27, 0, 5, 0, 15, 0, 27, 26, 29, 27, 3, 19, 17, 12, 7, 22, 9, 13, 4, 16, 22, 23, 2, 13, 22, 20, 22, 8, 21, 27, 4, 2, 5, 2, 8, 23, 20, 26, 21, 12, 5, 19, 9, 14, 16, 13, 5, 14, 26, 26, 23, 21, 26, 15, 11, 21, 20, 0, 21, 17, 2, 15, 11, 19, 14, 12, 10, 18, 27, 23, 28, 25, 3, 8, 23, 16, 3, 29, 6, 16, 9, 2, 12, 16, 7, 8, 29, 27, 6, 6, 2, 9, 0, 5, 19, 16, 26, 13, 22, 17, 5, 4, 19, 21, 20, 9, 7, 27, 18, 8, 6, 28, 3, 5, 0, 10, 18, 1, 9, 11, 28, 3, 29, 3, 21, 5, 23, 1, 28, 29, 28, 0, 0, 6, 28, 19, 26, 13, 29, 2, 2, 27, 4, 11, 27, 18, 24, 29, 1, 11, 26, 16, 16, 6, 20, 25, 13, 27, 5]
=============================test69=============================
68875
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 7, 21, 25, 4, 10, 17, 13, 24, 12, 4, 13, 3, 16, 25, 0, 4, 8, 22, 0, 5, 18, 22, 14, 10, 24, 7, 8, 23, 1, 2, 13, 8, 7, 21, 9, 5, 20, 0, 4, 7, 16, 21, 8, 20, 3, 3, 26, 5, 20, 2, 8, 20, 18, 14, 6, 21, 29, 13, 19, 21, 27, 3, 0, 12, 16, 8, 22, 22, 21, 28, 21, 11, 4, 18, 11, 1, 6, 20, 21, 8, 28, 26, 13, 27, 8, 1, 0, 17, 22, 12, 12, 6, 27, 29, 1, 19, 18, 19, 26, 8, 4, 24, 28, 3, 10, 22, 10, 0, 6, 20, 13, 21, 13, 6, 14, 16, 6, 18, 7, 4, 5, 6, 24, 4, 6, 20, 21, 29, 19, 3, 9, 18, 1, 16, 5, 7, 4, 5, 19, 25, 9, 0, 23, 10, 16, 9, 2, 9, 9, 13, 25, 1, 18, 17, 3, 26, 3, 19, 24, 9, 10, 8, 12, 24, 2, 24, 22, 2, 16, 1, 18, 3, 6, 9, 19, 8, 0, 24, 21, 16, 20, 10, 0, 2, 5, 12, 21, 24, 29, 22, 27, 29, 19, 29, 14, 7, 5, 27, 19]
=============================test70=============================
89563
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 22, 15, 3, 21, 13, 28, 17, 19, 29, 20, 4, 25, 19, 18, 7, 2, 18, 21, 5, 20, 26, 17, 16, 8, 19, 26, 28, 28, 19, 18, 21, 22, 6, 17, 18, 22, 20, 10, 20, 20, 5, 20, 22, 4, 13, 29, 4, 0, 6, 9, 27, 29, 7, 16, 5, 1, 11, 18, 6, 26, 9, 14, 6, 7, 21, 22, 15, 4, 17, 25, 17, 10, 2, 14, 7, 22, 5, 6, 9, 6, 16, 21, 5, 27, 12, 23, 3, 4, 27, 19, 8, 1, 24, 17, 27, 27, 7, 27, 15, 13, 22, 4, 21, 18, 3, 8, 4, 16, 24, 0, 12, 25, 25, 12, 19, 17, 21, 15, 2, 25, 8, 11, 13, 6, 7, 2, 11, 17, 13, 0, 13, 10, 7, 2, 16, 4, 18, 9, 27, 3, 24, 20, 3, 14, 1, 29, 28, 10, 12, 1, 3, 1, 7, 5, 22, 20, 22, 22, 13, 3, 22, 12, 21, 19, 18, 12, 27, 22, 17, 13, 10, 25, 23, 8, 10, 11, 12, 26, 21, 11, 29, 9, 29, 6, 9, 0, 10, 13, 13, 19, 5, 14, 17, 25, 27, 1, 22, 8, 1]
=============================test71=============================
74555
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 7, 24, 15, 13, 5, 3, 19, 1, 3, 12, 22, 7, 14, 11, 1, 3, 12, 17, 14, 18, 1, 2, 7, 14, 27, 12, 22, 17, 24, 20, 18, 10, 12, 12, 26, 1, 23, 8, 24, 1, 7, 6, 6, 27, 4, 11, 4, 19, 17, 15, 23, 11, 24, 4, 27, 27, 24, 4, 23, 8, 24, 13, 15, 15, 5, 19, 14, 21, 21, 22, 23, 14, 29, 1, 4, 22, 28, 13, 7, 22, 28, 26, 0, 23, 4, 8, 10, 24, 13, 28, 0, 14, 18, 11, 19, 5, 11, 8, 5, 18, 11, 5, 24, 22, 19, 3, 24, 22, 6, 24, 25, 24, 24, 9, 9, 25, 27, 23, 15, 22, 23, 13, 28, 5, 6, 5, 0, 28, 24, 2, 13, 23, 3, 17, 17, 4, 28, 16, 17, 8, 2, 18, 11, 8, 15, 15, 29, 13, 27, 13, 29, 2, 19, 13, 21, 14, 23, 10, 29, 13, 27, 15, 11, 29, 11, 3, 6, 18, 13, 26, 5, 16, 2, 12, 5, 18, 9, 0, 27, 24, 9, 3, 26, 2, 17, 2, 1, 10, 18, 16, 28, 0, 11, 14, 0, 6, 23, 2, 12]
模拟退火算法和局部最优算法类似， 只是模拟退火算法有一定的概率接受差解
算法流程如下
- （1）设置初温T0， 停止温度Tmin
- （2）以贪心算法的解为最初的可行解， 当做最优解
- （3）从初始解开始生成邻居解， 如果邻居解比最优解好，则更改最优解， 如果差则以一定的概率接受解
- （4）生成解 迭代1000次后进入第（5）步
- 进行降温操作 如果温度没有降低到Tmin,则进入到（3），否则退出输出最优解
这是模拟退火的流程， 这次生成解的函数是和局部搜索的函数相同
#设置初始参数
T0 = 1000
Tmin = 1
eta = 0.95
#生成初始解 此解是贪心算法得到的
tmp = greedSingle()
bestCost = tmp[0]
bestFactoryOpen = tmp[1]
bestValueAssign = tmp[2]
capacity_copy = capacity.copy()
#因为进行贪心算法之后 全局数据发送了污染 所以要重新读取数据
ReadData(i)
t = T0
while(t >= Tmin):
#进行1000次生成新解的函数
for j in range(1000):
# 生成局部新解
tmp1 = produce_local_search_solution(bestFactoryOpen, bestValueAssign, capacity_copy)
# 如果新解优于原先解 则进行更新
# 否则以一定的概率接受新解
costDiffence = tmp1[0] - bestCost
if tmp1[0] < bestCost or np.exp(-costDiffence/(t))>np.random.rand():
bestCost = tmp1[0]
bestFactoryOpen = tmp1[1]
bestValueAssign = tmp1[2]
capacity_copy = tmp1[3]
t = eta*t
#打印结果
print (bestCost)
print (bestFactoryOpen)
print (bestValueAssign)
return bestCost
| - | 模拟退火cost | 模拟退火 time(s) |
|---|---|---|
| p1 | 13769 | 2.656587 |
| p2 | 11466 | 2.641850 |
| p3 | 14727 | 2.667020 |
| p4 | 16584 | 2.852294 |
| p5 | 15663 | 3.088868 |
| p6 | 14574 | 3.065171 |
| p7 | 16591 | 3.149880 |
| p8 | 18325 | 3.218644 |
| p9 | 14532 | 2.296108 |
| p10 | 13365 | 2.258312 |
| p11 | 14302 | 2.376785 |
| p12 | 17423 | 2.471864 |
| p13 | 18987 | 2.823275 |
| p14 | 16537 | 2.651768 |
| p15 | 19149 | 2.624019 |
| p16 | 22386 | 2.613067 |
| p17 | 18924 | 2.832877 |
| p18 | 16436 | 2.843060 |
| p19 | 20099 | 2.653470 |
| p20 | 22959 | 2.621644 |
| p21 | 18402 | 2.483836 |
| p22 | 16259 | 2.471129 |
| p23 | 19784 | 2.436823 |
| p24 | 23242 | 2.480293 |
| p25 | 32878 | 4.742827 |
| p26 | 29553 | 5.012122 |
| p27 | 36043 | 5.101242 |
| p28 | 41920 | 4.633053 |
| p29 | 31933 | 4.437649 |
| p30 | 29027 | 4.481081 |
| p31 | 35778 | 5.907061 |
| p32 | 41484 | 4.662687 |
| p33 | 33539 | 4.742150 |
| p34 | 29768 | 4.578903 |
| p35 | 36035 | 4.707220 |
| p36 | 41515 | 4.441839 |
| p37 | 33301 | 4.639021 |
| p38 | 29845 | 5.087751 |
| p39 | 35394 | 5.377422 |
| p40 | 40584 | 5.604045 |
| p41 | 5442 | 3.724595 |
| p42 | 13317 | 3.209031 |
| p43 | 13865 | 3.123259 |
| p44 | 5943 | 3.532807 |
| p45 | 12521 | 3.153406 |
| p46 | 16609 | 3.366062 |
| p47 | 5062 | 3.812164 |
| p48 | 9421 | 3.516839 |
| p49 | 11845 | 3.131725 |
| p50 | 6345 | 3.685108 |
| p51 | 11575 | 4.196008 |
| p52 | 10671 | 3.930527 |
| p53 | 15839 | 4.120759 |
| p54 | 7229 | 4.266769 |
| p55 | 11748 | 3.726715 |
| p56 | 59824 | 5.849333 |
| p57 | 68007 | 6.136020 |
| p58 | 87489 | 5.713861 |
| p59 | 74406 | 5.884807 |
| p60 | 59233 | 5.341070 |
| p61 | 67598 | 5.435954 |
| p62 | 88646 | 5.310712 |
| p63 | 74016 | 5.395750 |
| p64 | 59057 | 5.307251 |
| p65 | 68004 | 5.295937 |
| p66 | 86777 | 5.286841 |
| p68 | 59149 | 5.435258 |
| p69 | 68575 | 5.343042 |
| p70 | 89383 | 5.425940 |
| p71 | 74436 | 5.361859 |
=============================test1=============================
13761
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 0, 9, 8, 9, 1, 4, 0, 9, 3, 5, 4, 0, 3, 4, 3, 4, 0, 4, 3, 1, 6, 0, 7, 6, 3, 5, 6, 9, 3, 7, 4, 4, 5, 7, 2, 9, 6, 6, 8, 4, 8, 0, 6, 2, 8, 1, 7, 9, 0]
=============================test2=============================
12596
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 8, 7, 6, 6, 3, 4, 9, 4, 4, 3, 0, 6, 6, 4, 9, 8, 3, 7, 3, 0, 9, 9, 5, 7, 9, 3, 3, 5, 1, 0, 2, 8, 6, 2, 3, 5, 2, 1, 2, 7, 7, 8, 1, 0, 7, 5, 0, 2, 9]
=============================test3=============================
13499
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 2, 2, 7, 2, 4, 4, 0, 3, 4, 3, 0, 9, 0, 3, 6, 5, 9, 4, 0, 3, 0, 7, 9, 1, 6, 4, 4, 4, 9, 9, 7, 7, 5, 8, 2, 9, 5, 9, 0, 5, 1, 8, 5, 1, 6, 2, 5, 0, 9]
=============================test4=============================
15377
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 9, 4, 1, 6, 9, 5, 4, 8, 2, 9, 4, 1, 3, 8, 9, 5, 9, 7, 9, 1, 8, 4, 2, 9, 9, 4, 2, 2, 9, 4, 2, 0, 2, 5, 4, 5, 3, 7, 2, 8, 7, 6, 9, 8, 1, 7, 0, 5, 4]
=============================test5=============================
15958
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 1, 2, 1, 4, 7, 0, 8, 6, 4, 2, 0, 3, 9, 9, 5, 0, 1, 4, 9, 8, 8, 5, 7, 7, 7, 6, 6, 3, 1, 8, 0, 2, 9, 2, 8, 0, 6, 4, 4, 5, 1, 2, 1, 3, 6, 9, 2, 6, 2]
=============================test6=============================
14076
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 4, 8, 9, 4, 8, 7, 4, 7, 6, 5, 8, 4, 1, 5, 9, 6, 4, 5, 7, 2, 9, 8, 7, 6, 0, 2, 6, 3, 2, 9, 3, 1, 5, 0, 3, 9, 5, 1, 4, 2, 0, 4, 2, 4, 0, 0, 6, 3, 3]
=============================test7=============================
16329
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 6, 0, 6, 2, 4, 5, 5, 4, 9, 3, 8, 0, 8, 8, 0, 8, 3, 7, 9, 1, 7, 4, 3, 4, 7, 4, 9, 6, 2, 5, 6, 4, 1, 7, 1, 9, 5, 6, 8, 2, 9, 5, 8, 9, 2, 1, 5, 9, 4]
=============================test8=============================
18000
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 5, 4, 8, 8, 9, 3, 4, 5, 4, 5, 2, 8, 8, 3, 6, 2, 2, 9, 0, 7, 2, 1, 6, 1, 9, 8, 5, 2, 8, 9, 5, 6, 6, 0, 3, 1, 2, 0, 6, 7, 1, 3, 0, 6, 3, 0, 4, 7, 9]
=============================test9=============================
14603
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 9, 2, 8, 6, 8, 5, 4, 2, 1, 5, 9, 0, 2, 3, 3, 8, 3, 2, 2, 6, 2, 4, 6, 9, 3, 9, 6, 9, 0, 5, 4, 2, 8, 1, 3, 4, 1, 4, 4, 0, 0, 6, 9, 7, 4, 3, 3, 8, 0]
=============================test10=============================
12741
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 4, 9, 0, 7, 9, 3, 6, 9, 2, 6, 9, 9, 7, 6, 8, 6, 9, 7, 1, 8, 4, 9, 5, 4, 2, 2, 6, 8, 6, 1, 7, 0, 9, 5, 6, 5, 5, 8, 5, 3, 3, 7, 4, 9, 1, 0, 0, 5, 4]
=============================test11=============================
14778
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 1, 3, 4, 7, 5, 6, 8, 9, 7, 6, 1, 2, 0, 5, 6, 9, 5, 6, 7, 7, 5, 6, 2, 0, 3, 9, 3, 3, 3, 5, 6, 1, 6, 5, 9, 2, 3, 5, 3, 9, 0, 5, 0, 3, 3, 2, 6, 4, 8]
=============================test12=============================
16676
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 3, 9, 9, 0, 2, 5, 7, 5, 1, 4, 8, 4, 3, 7, 4, 3, 3, 0, 2, 7, 0, 6, 0, 8, 3, 0, 0, 8, 5, 9, 2, 8, 6, 3, 5, 6, 5, 6, 1, 5, 6, 9, 6, 8, 2, 2, 2, 8, 3]
=============================test13=============================
19392
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 19, 17, 4, 11, 8, 10, 0, 8, 5, 3, 4, 5, 17, 5, 17, 6, 0, 16, 3, 1, 1, 17, 18, 3, 12, 8, 13, 15, 7, 11, 10, 8, 0, 14, 2, 1, 7, 4, 12, 12, 0, 5, 17, 12, 1, 5, 3, 14, 16]
=============================test14=============================
16115
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 17, 19, 6, 10, 3, 19, 4, 4, 2, 13, 3, 4, 1, 0, 19, 17, 10, 18, 7, 15, 1, 9, 14, 7, 9, 0, 7, 19, 0, 11, 16, 17, 5, 10, 13, 6, 17, 2, 12, 0, 11, 9, 15, 0, 16, 2, 8, 4, 15]
=============================test15=============================
19720
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1]
[13, 1, 18, 2, 7, 19, 3, 3, 10, 14, 11, 19, 8, 10, 9, 17, 18, 10, 4, 1, 5, 19, 13, 16, 18, 2, 13, 10, 3, 5, 3, 9, 10, 1, 3, 3, 17, 4, 19, 1, 12, 19, 6, 3, 14, 2, 9, 6, 6, 5]
=============================test16=============================
22862
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 16, 10, 18, 13, 1, 7, 19, 16, 6, 5, 9, 6, 1, 9, 19, 17, 5, 19, 7, 17, 0, 1, 17, 2, 15, 4, 18, 4, 1, 14, 10, 11, 3, 5, 3, 12, 1, 12, 14, 12, 10, 15, 2, 12, 14, 4, 3, 15, 10]
=============================test17=============================
19362
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 4, 0, 0, 13, 15, 9, 6, 13, 8, 6, 17, 7, 12, 6, 16, 17, 12, 5, 15, 13, 5, 17, 2, 11, 17, 17, 10, 9, 4, 5, 7, 5, 16, 19, 9, 18, 8, 8, 3, 6, 11, 13, 2, 2, 4, 14, 16, 8, 11]
=============================test18=============================
15077
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 9, 3, 12, 11, 7, 14, 3, 17, 11, 12, 18, 4, 7, 7, 2, 2, 1, 1, 2, 10, 5, 13, 17, 19, 3, 12, 15, 10, 12, 9, 3, 1, 0, 15, 10, 5, 19, 1, 8, 14, 17, 12, 19, 4, 16, 7, 10, 18, 2]
=============================test19=============================
20357
[1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[9, 14, 9, 17, 1, 18, 10, 17, 13, 1, 18, 15, 2, 17, 18, 12, 19, 4, 12, 2, 6, 18, 14, 5, 2, 9, 12, 8, 15, 14, 0, 17, 14, 10, 5, 14, 2, 16, 17, 1, 16, 8, 17, 19, 2, 2, 18, 4, 19, 16]
=============================test20=============================
22761
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 3, 19, 14, 15, 13, 0, 7, 17, 19, 10, 14, 11, 5, 19, 5, 7, 11, 18, 5, 11, 4, 8, 11, 16, 2, 12, 8, 18, 1, 16, 16, 12, 2, 16, 0, 1, 4, 4, 15, 5, 12, 5, 16, 6, 4, 0, 0, 5, 6]
=============================test21=============================
19047
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1]
[19, 5, 2, 14, 10, 4, 15, 2, 5, 0, 14, 19, 7, 0, 9, 0, 16, 12, 9, 5, 11, 12, 13, 7, 14, 4, 5, 5, 11, 13, 4, 13, 5, 18, 3, 7, 4, 14, 12, 10, 0, 12, 6, 19, 9, 1, 16, 12, 10, 12]
=============================test22=============================
16484
[1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 19, 19, 18, 10, 18, 17, 12, 1, 4, 6, 6, 12, 19, 8, 12, 2, 1, 12, 12, 17, 5, 1, 2, 5, 8, 19, 6, 19, 1, 5, 17, 17, 5, 8, 3, 13, 3, 12, 18, 3, 4, 16, 0, 12, 15, 4, 14, 18, 2]
=============================test23=============================
18914
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 15, 18, 17, 12, 13, 10, 10, 12, 7, 0, 8, 2, 19, 5, 0, 16, 9, 18, 0, 13, 16, 2, 17, 18, 2, 5, 14, 10, 11, 3, 13, 6, 16, 2, 16, 12, 13, 9, 4, 2, 19, 16, 6, 19, 2, 0, 5, 14, 16]
=============================test24=============================
22617
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 12, 15, 7, 19, 17, 2, 16, 4, 13, 6, 12, 17, 6, 16, 5, 17, 12, 4, 4, 14, 1, 6, 6, 7, 2, 12, 0, 7, 15, 12, 7, 18, 1, 7, 14, 7, 5, 4, 12, 4, 9, 18, 6, 4, 2, 1, 0, 2, 3]
=============================test25=============================
32887
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[27, 17, 12, 0, 11, 23, 21, 12, 28, 12, 11, 20, 17, 23, 10, 2, 10, 10, 4, 23, 5, 26, 20, 3, 2, 25, 12, 3, 22, 4, 14, 17, 5, 18, 11, 5, 21, 29, 24, 0, 4, 9, 11, 9, 14, 4, 12, 1, 16, 9, 29, 24, 23, 0, 26, 5, 8, 19, 10, 7, 29, 26, 17, 6, 25, 14, 18, 20, 22, 15, 28, 18, 21, 22, 0, 15, 19, 23, 23, 24, 17, 23, 9, 8, 16, 2, 19, 19, 9, 17, 20, 19, 7, 5, 26, 15, 5, 22, 21, 1, 9, 13, 26, 10, 10, 3, 26, 5, 3, 16, 9, 28, 2, 11, 3, 11, 2, 25, 15, 4, 13, 0, 23, 19, 14, 17, 7, 27, 16, 19, 24, 23, 9, 11, 27, 12, 24, 16, 7, 5, 17, 15, 26, 25, 15, 8, 25, 20, 0, 6]
=============================test26=============================
29949
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 26, 21, 2, 24, 10, 25, 1, 21, 6, 23, 14, 5, 16, 16, 9, 7, 11, 24, 10, 15, 9, 21, 9, 17, 26, 3, 25, 3, 8, 29, 17, 20, 19, 17, 19, 23, 15, 24, 8, 13, 15, 20, 1, 9, 21, 6, 17, 2, 8, 24, 22, 14, 24, 12, 12, 27, 22, 12, 19, 3, 16, 28, 25, 25, 4, 6, 9, 10, 16, 26, 3, 22, 18, 9, 26, 1, 6, 14, 24, 22, 17, 9, 24, 7, 7, 4, 6, 20, 1, 1, 23, 2, 9, 20, 24, 13, 16, 11, 10, 16, 6, 4, 4, 9, 7, 28, 28, 7, 8, 18, 27, 3, 22, 25, 2, 5, 11, 17, 10, 9, 2, 0, 24, 10, 11, 14, 1, 3, 20, 18, 27, 28, 6, 28, 3, 12, 16, 19, 17, 15, 19, 17, 2, 1, 25, 17, 21, 24, 6]
=============================test27=============================
35704
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 0, 27, 3, 2, 20, 1, 23, 2, 1, 6, 11, 7, 18, 5, 10, 7, 27, 19, 28, 4, 14, 10, 24, 10, 25, 17, 1, 13, 29, 8, 16, 12, 11, 3, 11, 16, 4, 12, 29, 13, 12, 27, 22, 0, 27, 26, 4, 10, 24, 22, 28, 20, 20, 24, 27, 22, 4, 23, 22, 8, 2, 17, 27, 18, 18, 5, 8, 2, 15, 7, 28, 10, 14, 15, 3, 17, 28, 28, 8, 25, 29, 16, 0, 25, 24, 0, 0, 25, 6, 6, 22, 18, 1, 3, 17, 17, 22, 16, 0, 19, 28, 9, 24, 12, 27, 17, 22, 21, 19, 0, 19, 5, 9, 29, 4, 14, 13, 27, 14, 11, 1, 13, 13, 10, 26, 12, 29, 24, 6, 17, 7, 2, 4, 17, 18, 16, 6, 29, 7, 17, 8, 18, 27, 9, 18, 26, 21, 15, 12]
=============================test28=============================
40993
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 16, 26, 16, 6, 27, 19, 22, 13, 4, 23, 16, 7, 11, 2, 15, 16, 29, 25, 12, 28, 29, 22, 6, 11, 13, 18, 6, 11, 15, 11, 14, 15, 24, 24, 23, 2, 15, 4, 11, 11, 7, 21, 7, 9, 19, 11, 27, 22, 22, 10, 14, 1, 1, 13, 22, 28, 17, 20, 24, 25, 26, 13, 8, 18, 26, 9, 4, 22, 12, 5, 2, 6, 10, 1, 16, 16, 7, 4, 23, 4, 26, 16, 16, 19, 12, 27, 28, 10, 3, 28, 8, 24, 13, 21, 19, 9, 16, 21, 26, 15, 24, 9, 27, 16, 14, 7, 5, 23, 16, 26, 25, 18, 14, 6, 11, 16, 5, 17, 22, 20, 10, 27, 28, 3, 0, 6, 2, 6, 15, 27, 19, 19, 17, 3, 13, 21, 10, 25, 11, 2, 25, 20, 9, 15, 18, 11, 7, 16, 2]
=============================test29=============================
32913
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[6, 10, 26, 15, 7, 2, 15, 1, 13, 15, 29, 5, 15, 29, 28, 2, 8, 24, 28, 24, 0, 4, 16, 21, 7, 26, 21, 19, 27, 29, 18, 8, 18, 26, 1, 13, 21, 6, 17, 15, 28, 24, 10, 3, 26, 11, 10, 16, 25, 26, 9, 7, 26, 12, 16, 14, 13, 5, 22, 22, 19, 3, 20, 13, 24, 23, 23, 14, 29, 8, 24, 1, 28, 0, 10, 6, 21, 6, 22, 14, 19, 24, 9, 23, 3, 21, 16, 15, 24, 12, 28, 20, 11, 9, 16, 16, 22, 17, 25, 15, 6, 10, 5, 0, 28, 15, 16, 19, 12, 4, 13, 7, 25, 1, 21, 25, 14, 23, 7, 13, 13, 21, 14, 20, 0, 11, 20, 7, 3, 0, 28, 16, 3, 11, 26, 3, 1, 17, 25, 9, 21, 7, 7, 28, 8, 17, 27, 9, 25, 1]
=============================test30=============================
29874
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 4, 4, 3, 7, 0, 20, 15, 29, 21, 29, 20, 0, 29, 27, 26, 25, 2, 25, 1, 24, 21, 11, 15, 21, 21, 8, 17, 5, 4, 27, 5, 25, 23, 0, 12, 14, 1, 3, 26, 4, 1, 5, 2, 24, 1, 0, 23, 13, 29, 10, 10, 18, 29, 5, 9, 16, 5, 9, 8, 24, 13, 26, 27, 18, 25, 15, 15, 5, 28, 6, 11, 11, 18, 11, 28, 14, 6, 9, 21, 14, 23, 25, 12, 22, 27, 26, 0, 22, 18, 14, 26, 28, 24, 12, 19, 8, 26, 3, 13, 22, 25, 1, 9, 24, 26, 10, 7, 12, 17, 14, 19, 13, 14, 19, 16, 3, 29, 13, 11, 22, 22, 2, 20, 19, 11, 2, 20, 23, 23, 28, 7, 1, 7, 21, 4, 11, 26, 21, 16, 21, 21, 3, 17, 8, 28, 0, 16, 7, 1]
=============================test31=============================
35833
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[1, 14, 3, 21, 29, 11, 1, 16, 3, 7, 29, 25, 28, 9, 1, 0, 25, 3, 10, 17, 27, 17, 17, 15, 8, 5, 4, 24, 16, 25, 13, 21, 5, 0, 5, 4, 1, 20, 21, 22, 7, 0, 2, 26, 1, 24, 6, 29, 29, 25, 6, 4, 8, 28, 8, 29, 27, 7, 29, 3, 26, 19, 2, 12, 13, 23, 16, 20, 14, 1, 11, 24, 9, 16, 9, 23, 17, 6, 17, 17, 4, 0, 17, 17, 24, 3, 10, 13, 23, 10, 13, 26, 10, 4, 10, 14, 13, 18, 14, 9, 17, 0, 26, 23, 27, 1, 11, 17, 9, 0, 6, 7, 19, 11, 29, 7, 15, 17, 20, 15, 12, 7, 17, 21, 5, 13, 28, 22, 25, 16, 17, 14, 18, 3, 11, 13, 25, 7, 11, 7, 4, 20, 6, 18, 27, 3, 27, 25, 17, 15]
=============================test32=============================
41558
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 8, 26, 18, 3, 24, 14, 16, 10, 28, 10, 27, 6, 8, 25, 17, 23, 11, 17, 9, 11, 21, 27, 28, 16, 1, 15, 14, 4, 26, 19, 28, 16, 13, 11, 10, 19, 21, 2, 17, 26, 2, 25, 19, 22, 10, 7, 23, 27, 2, 16, 15, 18, 19, 21, 23, 29, 3, 2, 25, 0, 1, 3, 5, 9, 25, 12, 26, 15, 8, 28, 2, 11, 19, 11, 24, 20, 29, 6, 17, 14, 1, 22, 28, 2, 4, 17, 10, 17, 24, 21, 13, 18, 17, 8, 26, 29, 1, 21, 11, 27, 23, 25, 21, 7, 18, 18, 10, 25, 9, 18, 3, 6, 8, 7, 23, 21, 22, 1, 2, 23, 21, 3, 16, 25, 29, 25, 28, 7, 3, 27, 10, 17, 12, 21, 26, 19, 19, 17, 20, 29, 22, 8, 18, 24, 9, 28, 23, 2, 15]
=============================test33=============================
33333
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[17, 10, 24, 4, 2, 20, 25, 23, 20, 22, 18, 21, 11, 4, 7, 10, 13, 27, 1, 12, 1, 10, 9, 17, 13, 23, 1, 8, 10, 27, 12, 26, 26, 28, 4, 2, 0, 6, 25, 25, 7, 25, 0, 21, 3, 11, 23, 5, 29, 26, 5, 9, 15, 2, 19, 23, 3, 9, 16, 21, 8, 13, 11, 8, 21, 28, 19, 11, 22, 29, 25, 14, 1, 21, 25, 5, 3, 8, 19, 11, 27, 17, 14, 9, 11, 21, 14, 8, 0, 1, 9, 25, 27, 16, 18, 26, 3, 16, 20, 22, 5, 9, 24, 19, 23, 12, 11, 28, 6, 23, 4, 14, 6, 2, 6, 24, 27, 13, 14, 11, 15, 14, 5, 17, 28, 8, 11, 20, 4, 14, 29, 28, 4, 29, 16, 24, 1, 16, 17, 6, 5, 4, 19, 13, 9, 23, 6, 22, 21, 27]
=============================test34=============================
30304
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 5, 27, 13, 14, 26, 3, 15, 7, 19, 10, 13, 14, 1, 1, 18, 21, 5, 21, 24, 16, 21, 19, 7, 7, 13, 8, 17, 19, 14, 28, 12, 6, 2, 11, 0, 4, 10, 22, 22, 12, 14, 16, 9, 19, 9, 29, 7, 1, 19, 12, 26, 10, 28, 6, 2, 20, 21, 26, 23, 18, 3, 17, 19, 17, 27, 17, 10, 11, 21, 11, 28, 17, 16, 8, 9, 23, 10, 15, 16, 21, 27, 28, 13, 8, 6, 5, 19, 10, 3, 25, 5, 6, 21, 13, 7, 11, 12, 16, 1, 23, 18, 7, 25, 10, 11, 7, 2, 28, 5, 10, 26, 28, 12, 5, 18, 4, 20, 27, 22, 0, 24, 20, 7, 23, 3, 12, 2, 18, 2, 11, 22, 22, 8, 14, 4, 17, 27, 6, 17, 1, 1, 29, 0, 17, 2, 7, 6, 9, 16]
=============================test35=============================
35381
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 17, 9, 22, 13, 26, 18, 20, 27, 26, 24, 15, 1, 24, 3, 6, 29, 2, 15, 19, 23, 23, 19, 10, 1, 13, 23, 8, 6, 2, 13, 10, 13, 2, 26, 3, 10, 26, 13, 24, 6, 26, 22, 22, 11, 9, 4, 9, 7, 23, 20, 6, 14, 3, 23, 22, 4, 14, 27, 2, 26, 29, 4, 19, 22, 23, 14, 11, 5, 1, 6, 10, 21, 17, 19, 19, 24, 24, 17, 4, 1, 11, 2, 4, 17, 29, 10, 29, 11, 7, 18, 16, 21, 0, 17, 28, 2, 24, 10, 16, 25, 13, 12, 11, 10, 11, 10, 3, 5, 8, 11, 19, 0, 8, 9, 2, 18, 24, 14, 10, 8, 12, 28, 25, 17, 18, 24, 6, 9, 1, 28, 9, 2, 18, 13, 29, 8, 5, 24, 25, 17, 8, 17, 15, 17, 6, 8, 5, 15, 22]
=============================test36=============================
40037
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[24, 24, 13, 26, 12, 18, 21, 23, 21, 9, 8, 8, 2, 6, 28, 23, 4, 8, 16, 11, 14, 22, 24, 2, 24, 22, 3, 15, 12, 11, 0, 24, 11, 27, 15, 21, 8, 22, 20, 23, 13, 22, 10, 11, 19, 10, 20, 10, 21, 0, 15, 3, 27, 20, 12, 23, 23, 25, 19, 15, 19, 26, 22, 1, 23, 23, 11, 2, 7, 15, 15, 23, 21, 25, 19, 11, 6, 0, 20, 5, 21, 16, 12, 1, 18, 17, 18, 0, 27, 14, 17, 21, 8, 11, 18, 12, 18, 4, 4, 24, 26, 16, 7, 26, 21, 0, 7, 5, 29, 2, 11, 4, 7, 28, 14, 18, 24, 10, 5, 12, 6, 3, 0, 6, 3, 25, 7, 16, 5, 26, 7, 18, 17, 27, 9, 20, 21, 28, 16, 21, 0, 13, 19, 9, 24, 6, 11, 0, 23, 14]
=============================test37=============================
33872
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 8, 27, 26, 6, 18, 9, 19, 28, 6, 17, 10, 19, 23, 25, 11, 24, 28, 2, 26, 17, 9, 3, 8, 5, 5, 5, 16, 24, 23, 3, 17, 24, 9, 15, 13, 22, 14, 28, 21, 18, 14, 15, 10, 24, 3, 8, 19, 25, 14, 20, 1, 12, 25, 21, 18, 22, 15, 21, 1, 25, 21, 8, 18, 9, 5, 17, 27, 4, 24, 7, 13, 16, 15, 27, 27, 24, 4, 5, 28, 16, 27, 2, 22, 18, 10, 13, 29, 17, 21, 0, 23, 29, 24, 29, 18, 23, 4, 6, 23, 0, 4, 9, 7, 10, 29, 3, 8, 27, 6, 3, 24, 12, 12, 13, 14, 1, 29, 2, 22, 28, 28, 6, 3, 8, 22, 27, 0, 12, 19, 24, 6, 16, 16, 24, 21, 8, 0, 16, 5, 4, 12, 26, 19, 13, 8, 0, 1, 18, 12]
=============================test38=============================
28762
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[29, 11, 5, 10, 10, 23, 24, 3, 25, 14, 18, 4, 14, 5, 0, 24, 11, 21, 20, 2, 25, 2, 28, 23, 12, 13, 18, 26, 26, 22, 16, 0, 21, 4, 17, 25, 1, 11, 26, 28, 26, 16, 19, 19, 8, 4, 28, 7, 12, 21, 24, 5, 1, 29, 24, 13, 9, 9, 10, 13, 19, 25, 11, 23, 12, 5, 6, 26, 6, 27, 25, 5, 2, 8, 25, 2, 5, 14, 8, 1, 9, 0, 8, 26, 19, 24, 19, 27, 28, 20, 6, 12, 29, 18, 2, 5, 25, 4, 21, 3, 3, 2, 6, 21, 23, 24, 24, 1, 25, 27, 5, 0, 7, 18, 14, 23, 3, 8, 12, 9, 13, 13, 13, 19, 0, 14, 6, 10, 4, 13, 17, 0, 10, 0, 2, 28, 29, 17, 4, 12, 7, 20, 20, 4, 11, 8, 27, 15, 20, 22]
=============================test39=============================
35833
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 19, 29, 5, 6, 2, 4, 15, 21, 24, 26, 27, 12, 10, 25, 16, 7, 7, 7, 22, 25, 1, 8, 21, 10, 25, 18, 12, 0, 11, 12, 14, 1, 4, 27, 28, 6, 20, 29, 27, 23, 11, 4, 5, 5, 22, 15, 9, 3, 22, 25, 16, 21, 22, 18, 21, 14, 23, 19, 19, 8, 26, 25, 9, 12, 24, 5, 13, 17, 20, 23, 6, 17, 2, 15, 11, 11, 4, 21, 2, 29, 12, 2, 6, 1, 7, 1, 25, 3, 24, 3, 13, 6, 19, 28, 9, 14, 17, 17, 25, 16, 26, 29, 0, 28, 20, 20, 6, 4, 16, 20, 25, 1, 14, 26, 13, 14, 23, 11, 7, 2, 14, 1, 23, 14, 15, 28, 21, 21, 6, 7, 5, 29, 19, 21, 28, 25, 18, 15, 21, 26, 7, 28, 20, 26, 7, 22, 29, 29, 0]
=============================test40=============================
41428
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 21, 7, 13, 4, 21, 24, 4, 12, 4, 10, 26, 5, 18, 21, 23, 14, 24, 5, 27, 4, 10, 23, 26, 29, 7, 12, 14, 29, 2, 8, 26, 18, 18, 7, 11, 5, 17, 24, 23, 11, 12, 23, 2, 2, 20, 19, 17, 10, 27, 25, 22, 20, 26, 1, 1, 6, 18, 5, 16, 24, 18, 14, 15, 6, 27, 18, 22, 4, 5, 26, 27, 10, 10, 24, 16, 3, 9, 24, 9, 2, 18, 29, 21, 16, 7, 7, 27, 23, 18, 9, 23, 10, 18, 10, 11, 22, 22, 20, 24, 6, 6, 6, 3, 19, 14, 2, 17, 8, 20, 3, 7, 4, 8, 20, 7, 27, 16, 23, 22, 8, 10, 2, 8, 23, 24, 19, 14, 19, 7, 12, 21, 14, 3, 21, 3, 18, 19, 5, 16, 27, 6, 16, 7, 11, 24, 23, 21, 28, 20]
=============================test41=============================
5511
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 6, 9, 2, 8, 6, 7, 5, 7, 4, 4, 6, 1, 1, 6, 3, 7, 3, 0, 8, 5, 7, 8, 4, 7, 3, 0, 7, 8, 8, 1, 1, 5, 2, 4, 2, 5, 1, 4, 3, 4, 3, 9, 6, 6, 5, 5, 2, 1, 4, 2, 2, 3, 4, 4, 9, 6, 4, 7, 1, 3, 7, 7, 9, 0, 6, 4, 6, 0, 5, 9, 0, 1, 7, 9, 0, 4, 2, 6, 2, 4, 5, 4, 6, 0, 7, 2, 1, 8, 3]
=============================test42=============================
12548
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 4, 7, 13, 13, 12, 17, 8, 19, 8, 17, 12, 11, 1, 15, 4, 5, 19, 12, 4, 16, 15, 19, 6, 14, 11, 17, 0, 0, 4, 5, 10, 8, 14, 17, 0, 17, 4, 18, 6, 3, 16, 6, 13, 1, 14, 9, 6, 5, 16, 2, 8, 11, 19, 14, 4, 19, 14, 18, 18, 17, 7, 11, 13, 3, 16, 1, 14, 8, 15, 16, 8, 19, 13, 6, 10, 2, 0, 18, 9]
=============================test43=============================
13755
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1]
[20, 15, 14, 7, 29, 27, 21, 7, 0, 0, 12, 17, 4, 19, 19, 9, 7, 24, 22, 21, 25, 29, 8, 28, 3, 16, 8, 1, 13, 19, 9, 16, 12, 24, 7, 16, 9, 10, 19, 26, 11, 2, 10, 14, 21, 14, 5, 25, 5, 6, 12, 21, 14, 16, 5, 18, 28, 9, 27, 7, 20, 4, 14, 28, 2, 9, 29, 8, 8, 4]
=============================test44=============================
6163
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 3, 2, 4, 7, 9, 2, 3, 4, 9, 4, 0, 5, 5, 1, 1, 0, 2, 2, 2, 4, 2, 2, 7, 7, 9, 5, 0, 3, 2, 5, 8, 2, 4, 2, 2, 8, 9, 8, 1, 8, 7, 7, 2, 6, 8, 8, 4, 3, 3, 0, 5, 5, 9, 0, 1, 1, 1, 3, 7, 7, 0, 1, 4, 7, 0, 6, 9, 4, 5, 4, 4, 6, 6, 7, 0, 2, 7, 0, 5, 9, 5, 2, 3, 3, 6, 4, 6, 6, 1]
=============================test45=============================
12440
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 17, 5, 4, 16, 2, 3, 16, 2, 8, 5, 5, 10, 15, 5, 4, 9, 6, 11, 3, 4, 13, 0, 6, 5, 16, 2, 9, 11, 4, 5, 16, 8, 13, 15, 12, 7, 9, 12, 19, 8, 5, 8, 8, 11, 16, 7, 6, 9, 16, 6, 13, 5, 7, 9, 15, 1, 5, 2, 12, 4, 14, 10, 18, 3, 4, 2, 11, 2, 13, 14, 19, 0, 13, 19, 18, 16, 0, 1, 9]
=============================test46=============================
16616
[1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1]
[14, 4, 29, 15, 18, 4, 2, 21, 11, 4, 12, 13, 22, 23, 14, 2, 16, 12, 24, 29, 5, 8, 19, 21, 11, 21, 2, 2, 5, 12, 23, 13, 23, 19, 1, 12, 27, 23, 1, 1, 0, 25, 0, 27, 9, 25, 28, 11, 22, 1, 10, 10, 29, 10, 3, 23, 23, 18, 20, 20, 4, 8, 27, 21, 19, 25, 15, 25, 15, 22]
=============================test47=============================
5054
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[4, 4, 4, 7, 5, 2, 9, 9, 5, 2, 8, 2, 2, 4, 3, 6, 4, 4, 0, 8, 7, 1, 8, 4, 0, 7, 2, 4, 4, 6, 3, 9, 9, 7, 7, 8, 0, 1, 1, 0, 0, 5, 3, 6, 5, 4, 4, 0, 8, 1, 3, 6, 2, 9, 6, 5, 5, 5, 9, 7, 6, 4, 2, 0, 3, 5, 7, 6, 2, 0, 5, 7, 6, 2, 6, 1, 3, 5, 0, 0, 3, 6, 6, 4, 4, 4, 7, 5, 9, 3]
=============================test48=============================
9271
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 3, 13, 13, 19, 5, 10, 9, 18, 1, 4, 17, 17, 17, 2, 14, 8, 10, 6, 5, 10, 7, 2, 12, 6, 15, 19, 18, 14, 6, 2, 4, 5, 13, 10, 7, 15, 7, 4, 0, 3, 18, 0, 14, 9, 7, 0, 8, 16, 8, 6, 13, 7, 15, 18, 13, 18, 17, 18, 1, 2, 7, 6, 19, 16, 5, 6, 19, 8, 12, 2, 19, 17, 2, 3, 12, 3, 17, 10, 10]
=============================test49=============================
12184
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[7, 3, 7, 19, 24, 4, 16, 10, 16, 24, 1, 5, 3, 20, 21, 10, 18, 11, 11, 9, 4, 8, 20, 19, 27, 28, 26, 19, 11, 20, 20, 7, 15, 18, 2, 12, 26, 27, 26, 18, 21, 5, 29, 26, 15, 25, 19, 16, 5, 3, 4, 9, 6, 11, 13, 19, 7, 4, 28, 11, 27, 2, 5, 15, 28, 7, 17, 5, 23, 27]
=============================test50=============================
6333
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 9, 6, 0, 2, 5, 5, 3, 0, 7, 2, 4, 7, 3, 0, 8, 8, 0, 6, 4, 0, 6, 5, 1, 4, 4, 6, 4, 2, 9, 5, 2, 3, 8, 3, 0, 1, 9, 0, 2, 6, 6, 6, 2, 7, 1, 7, 3, 2, 8, 2, 7, 8, 7, 6, 9, 6, 2, 2, 1, 9, 0, 8, 6, 3, 8, 2, 6, 4, 1, 6, 4, 6, 6, 7, 8, 1, 3, 4, 0, 7, 0, 1, 1, 7, 5, 6, 6, 0, 9, 6, 0, 1, 7, 1, 5, 6, 0, 1, 7]
=============================test51=============================
11529
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 12, 7, 4, 13, 5, 3, 9, 6, 18, 18, 6, 0, 0, 3, 6, 0, 19, 12, 3, 9, 19, 10, 19, 3, 12, 2, 19, 5, 4, 13, 17, 9, 7, 3, 18, 7, 9, 6, 7, 6, 4, 16, 4, 0, 7, 5, 4, 0, 0, 18, 11, 14, 1, 7, 18, 17, 0, 5, 13, 1, 0, 15, 14, 18, 9, 17, 7, 5, 15, 12, 8, 18, 7, 9, 9, 16, 8, 3, 13, 2, 17, 19, 13, 0, 12, 13, 7, 10, 16, 5, 7, 18, 1, 10, 18, 16, 16, 18, 9]
=============================test52=============================
10446
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[8, 6, 0, 7, 0, 9, 1, 6, 0, 2, 6, 4, 3, 5, 5, 7, 6, 3, 2, 2, 5, 3, 2, 7, 4, 2, 6, 0, 0, 4, 6, 5, 8, 2, 9, 5, 3, 6, 0, 1, 6, 7, 2, 7, 5, 3, 8, 5, 2, 8, 6, 3, 0, 6, 9, 4, 7, 4, 1, 0, 3, 3, 4, 9, 1, 7, 5, 7, 7, 7, 7, 0, 6, 1, 5, 8, 5, 5, 5, 7, 9, 0, 6, 3, 7, 0, 0, 6, 6, 4, 7, 7, 5, 9, 5, 3, 3, 7, 4, 8]
=============================test53=============================
15805
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[15, 18, 7, 19, 10, 1, 0, 4, 7, 15, 19, 4, 3, 4, 17, 13, 3, 8, 18, 2, 2, 9, 17, 3, 11, 12, 5, 13, 13, 0, 18, 8, 16, 2, 18, 13, 7, 14, 5, 10, 17, 16, 17, 10, 14, 12, 1, 0, 19, 7, 18, 2, 18, 6, 18, 10, 9, 4, 2, 14, 11, 18, 19, 16, 18, 10, 0, 2, 4, 1, 14, 7, 4, 1, 2, 5, 5, 5, 18, 6, 13, 16, 13, 15, 7, 8, 16, 9, 4, 0, 9, 0, 4, 8, 12, 9, 3, 10, 15, 7]
=============================test54=============================
7256
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[5, 0, 7, 4, 1, 2, 4, 1, 2, 3, 8, 6, 2, 8, 4, 3, 1, 7, 6, 7, 0, 4, 6, 3, 4, 6, 1, 5, 6, 9, 3, 6, 3, 9, 0, 1, 7, 4, 0, 3, 6, 6, 6, 1, 4, 2, 8, 7, 5, 3, 8, 3, 2, 3, 1, 0, 3, 3, 2, 2, 4, 7, 4, 2, 7, 8, 6, 8, 0, 5, 5, 1, 3, 3, 5, 7, 6, 2, 4, 2, 4, 6, 3, 4, 0, 8, 7, 4, 4, 1, 5, 7, 4, 3, 3, 7, 8, 6, 5, 9]
=============================test55=============================
12076
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[0, 3, 11, 15, 15, 19, 2, 13, 0, 6, 14, 16, 3, 14, 16, 6, 3, 7, 11, 16, 19, 7, 16, 16, 18, 7, 12, 15, 7, 1, 4, 18, 16, 16, 7, 18, 16, 9, 7, 1, 8, 9, 5, 8, 13, 0, 14, 14, 16, 11, 5, 13, 17, 14, 7, 13, 9, 11, 8, 16, 5, 3, 7, 9, 17, 1, 10, 7, 0, 14, 10, 5, 1, 4, 12, 8, 16, 8, 17, 4, 13, 12, 7, 5, 3, 15, 5, 5, 5, 5, 9, 7, 16, 8, 8, 14, 15, 12, 2, 18]
=============================test56=============================
59620
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[10, 8, 14, 20, 23, 9, 22, 11, 1, 27, 7, 13, 0, 10, 7, 3, 21, 18, 13, 5, 23, 11, 23, 5, 20, 26, 15, 15, 11, 29, 27, 13, 6, 28, 20, 25, 25, 14, 11, 6, 17, 25, 19, 6, 15, 17, 16, 26, 9, 28, 3, 15, 5, 29, 18, 26, 1, 11, 13, 15, 11, 19, 13, 1, 1, 8, 13, 27, 1, 11, 25, 2, 16, 11, 29, 26, 6, 22, 25, 6, 26, 0, 9, 23, 5, 13, 25, 8, 9, 0, 21, 24, 10, 0, 29, 10, 3, 26, 18, 29, 6, 5, 19, 27, 8, 2, 24, 24, 23, 26, 3, 10, 5, 3, 23, 20, 23, 21, 27, 27, 18, 5, 8, 21, 17, 27, 14, 4, 28, 21, 25, 13, 25, 16, 15, 1, 9, 21, 3, 11, 26, 23, 8, 27, 7, 26, 18, 11, 2, 1, 17, 1, 4, 6, 4, 9, 27, 6, 28, 7, 21, 26, 26, 8, 19, 25, 25, 19, 1, 15, 20, 4, 15, 12, 14, 5, 6, 27, 29, 18, 7, 5, 16, 8, 3, 11, 28, 25, 18, 28, 18, 25, 17, 21, 7, 26, 9, 20, 10, 18]
=============================test57=============================
69062
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[26, 2, 12, 20, 19, 29, 1, 0, 4, 20, 9, 25, 5, 21, 4, 24, 19, 6, 18, 17, 17, 12, 26, 5, 23, 28, 17, 17, 2, 26, 8, 5, 11, 29, 11, 29, 13, 10, 16, 11, 12, 29, 18, 9, 8, 10, 1, 6, 21, 7, 1, 12, 17, 0, 10, 21, 15, 25, 26, 27, 26, 29, 13, 13, 6, 29, 27, 17, 29, 7, 22, 27, 4, 6, 23, 19, 23, 10, 16, 10, 4, 11, 21, 22, 13, 8, 23, 20, 8, 28, 20, 29, 8, 20, 20, 20, 29, 2, 12, 1, 11, 25, 14, 6, 11, 24, 1, 6, 15, 2, 5, 4, 8, 3, 13, 1, 27, 27, 6, 24, 5, 13, 19, 27, 19, 18, 13, 8, 8, 22, 2, 19, 1, 5, 24, 12, 14, 27, 9, 6, 27, 6, 6, 10, 27, 4, 2, 28, 8, 15, 7, 2, 27, 0, 14, 26, 0, 11, 13, 22, 26, 9, 4, 12, 4, 29, 13, 6, 15, 10, 16, 18, 26, 24, 20, 25, 2, 22, 21, 12, 8, 1, 16, 22, 4, 20, 17, 9, 28, 24, 11, 29, 19, 13, 4, 5, 9, 23, 9, 28]
=============================test58=============================
89655
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[22, 19, 1, 1, 5, 5, 25, 8, 28, 11, 27, 16, 15, 25, 0, 24, 15, 26, 16, 24, 0, 26, 20, 14, 10, 17, 4, 24, 21, 26, 6, 24, 26, 4, 0, 17, 20, 6, 16, 26, 15, 4, 3, 28, 1, 13, 23, 17, 21, 25, 11, 9, 8, 5, 1, 7, 20, 14, 27, 12, 1, 0, 11, 26, 28, 16, 7, 17, 8, 9, 5, 26, 29, 21, 25, 7, 1, 11, 9, 8, 19, 29, 6, 25, 8, 9, 23, 23, 9, 18, 0, 16, 28, 9, 11, 15, 2, 18, 3, 12, 24, 2, 20, 22, 3, 4, 28, 17, 24, 23, 11, 29, 18, 29, 27, 26, 12, 29, 13, 28, 27, 27, 3, 18, 16, 20, 11, 6, 15, 3, 26, 17, 7, 27, 27, 9, 4, 29, 23, 20, 29, 6, 10, 21, 3, 23, 3, 8, 19, 20, 27, 10, 3, 9, 29, 16, 27, 26, 13, 17, 17, 8, 21, 5, 7, 5, 12, 0, 11, 24, 14, 19, 2, 6, 10, 22, 26, 1, 4, 11, 0, 8, 25, 10, 5, 14, 7, 29, 17, 4, 2, 4, 5, 7, 24, 2, 12, 4, 3, 15]
=============================test59=============================
74742
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[16, 23, 13, 18, 28, 2, 10, 28, 1, 20, 5, 7, 1, 22, 28, 20, 19, 28, 15, 2, 9, 29, 17, 14, 20, 21, 25, 20, 10, 8, 16, 28, 7, 25, 2, 25, 15, 18, 21, 16, 4, 9, 25, 0, 4, 28, 6, 16, 1, 25, 5, 7, 19, 23, 5, 3, 9, 8, 29, 19, 25, 27, 26, 26, 16, 5, 29, 21, 13, 11, 11, 15, 9, 7, 21, 26, 1, 13, 19, 23, 8, 23, 16, 13, 3, 18, 27, 1, 14, 0, 17, 4, 10, 5, 14, 28, 3, 28, 21, 9, 29, 7, 8, 17, 6, 25, 13, 27, 21, 9, 16, 28, 14, 20, 17, 8, 10, 21, 27, 2, 24, 6, 21, 10, 15, 11, 16, 23, 22, 1, 3, 29, 18, 18, 5, 24, 6, 14, 17, 4, 21, 16, 26, 19, 6, 25, 10, 5, 14, 29, 4, 14, 8, 7, 5, 5, 21, 18, 27, 9, 19, 26, 25, 8, 28, 17, 19, 14, 8, 25, 20, 28, 5, 20, 18, 4, 28, 18, 27, 13, 3, 6, 18, 14, 26, 15, 17, 3, 11, 13, 9, 29, 5, 7, 24, 26, 10, 0, 17, 16]
=============================test60=============================
59820
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[20, 29, 24, 5, 27, 23, 12, 10, 7, 2, 17, 7, 17, 28, 17, 27, 7, 23, 6, 25, 6, 15, 0, 4, 25, 16, 23, 28, 0, 4, 13, 24, 15, 8, 8, 16, 8, 2, 11, 4, 18, 19, 27, 2, 18, 11, 3, 16, 14, 5, 28, 28, 21, 4, 14, 25, 14, 4, 26, 9, 27, 19, 9, 15, 20, 19, 7, 5, 5, 10, 14, 4, 16, 12, 11, 18, 23, 6, 6, 23, 4, 23, 6, 9, 15, 2, 24, 16, 13, 29, 29, 28, 6, 11, 9, 18, 12, 27, 18, 28, 9, 21, 13, 27, 22, 18, 23, 22, 20, 15, 26, 1, 5, 23, 21, 1, 14, 18, 23, 11, 13, 4, 4, 1, 25, 8, 3, 23, 1, 28, 4, 22, 25, 12, 11, 21, 9, 2, 10, 3, 10, 1, 1, 12, 26, 0, 25, 6, 8, 25, 28, 27, 15, 21, 3, 20, 0, 25, 13, 5, 8, 29, 15, 20, 13, 6, 22, 28, 24, 18, 8, 7, 24, 18, 26, 25, 22, 3, 14, 8, 15, 23, 25, 13, 1, 27, 29, 1, 5, 2, 20, 28, 6, 22, 20, 5, 10, 26, 19, 10]
=============================test61=============================
69078
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 18, 7, 12, 24, 25, 16, 29, 3, 8, 25, 21, 3, 8, 13, 13, 27, 23, 10, 23, 27, 2, 17, 17, 16, 6, 11, 13, 27, 8, 10, 27, 15, 17, 3, 12, 8, 27, 18, 24, 29, 14, 18, 15, 29, 21, 7, 24, 22, 12, 27, 1, 14, 12, 13, 12, 7, 25, 13, 11, 12, 13, 29, 18, 8, 8, 4, 3, 25, 20, 11, 17, 4, 24, 8, 13, 12, 12, 0, 6, 6, 25, 26, 16, 1, 28, 8, 25, 28, 23, 20, 8, 18, 12, 8, 23, 4, 24, 26, 19, 7, 6, 25, 6, 0, 1, 0, 23, 4, 11, 11, 26, 9, 1, 7, 21, 2, 2, 11, 27, 16, 19, 1, 16, 20, 27, 7, 15, 27, 26, 29, 18, 17, 23, 20, 4, 17, 8, 24, 18, 25, 15, 3, 26, 8, 9, 2, 8, 3, 8, 3, 13, 8, 19, 0, 21, 8, 18, 5, 17, 20, 4, 3, 2, 29, 3, 9, 20, 25, 20, 28, 7, 24, 22, 9, 29, 20, 17, 26, 9, 10, 5, 28, 1, 14, 16, 15, 1, 13, 29, 4, 6, 7, 23, 21, 17, 15, 16, 4, 11]
=============================test62=============================
88888
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[7, 26, 9, 27, 2, 1, 6, 24, 16, 28, 16, 20, 27, 10, 16, 22, 25, 23, 19, 5, 0, 27, 28, 21, 17, 26, 26, 15, 28, 12, 27, 8, 3, 10, 7, 28, 9, 29, 1, 21, 2, 16, 8, 20, 9, 17, 26, 26, 9, 11, 0, 14, 26, 5, 7, 29, 16, 23, 10, 12, 21, 20, 20, 12, 18, 3, 4, 11, 11, 8, 17, 29, 27, 11, 11, 14, 9, 13, 2, 16, 5, 2, 3, 13, 13, 27, 3, 0, 20, 1, 21, 24, 16, 28, 3, 0, 28, 19, 14, 12, 2, 14, 29, 13, 24, 28, 19, 17, 11, 13, 19, 0, 7, 2, 13, 21, 14, 25, 19, 2, 11, 22, 10, 9, 5, 12, 2, 2, 11, 9, 21, 27, 28, 29, 1, 2, 29, 3, 23, 7, 6, 2, 1, 0, 21, 25, 1, 12, 19, 8, 24, 12, 29, 21, 26, 22, 21, 14, 28, 22, 6, 7, 10, 27, 6, 3, 3, 15, 19, 4, 17, 25, 14, 9, 28, 27, 28, 24, 19, 28, 22, 2, 19, 15, 28, 26, 29, 8, 3, 12, 26, 26, 2, 23, 20, 6, 22, 13, 17, 4]
=============================test63=============================
75220
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[12, 28, 16, 25, 1, 6, 13, 4, 21, 19, 20, 7, 28, 17, 1, 21, 13, 1, 17, 22, 21, 8, 1, 16, 21, 29, 17, 16, 0, 13, 9, 12, 13, 4, 22, 2, 0, 7, 26, 25, 24, 0, 2, 10, 23, 1, 6, 10, 5, 12, 23, 3, 19, 18, 19, 6, 11, 15, 27, 5, 23, 13, 21, 25, 18, 11, 18, 7, 15, 13, 27, 10, 15, 12, 8, 15, 21, 17, 15, 13, 28, 13, 20, 10, 8, 25, 13, 23, 26, 10, 11, 13, 25, 15, 22, 9, 20, 20, 24, 4, 8, 29, 15, 1, 5, 1, 10, 29, 7, 22, 24, 29, 3, 0, 25, 1, 7, 20, 2, 16, 27, 15, 27, 4, 14, 2, 8, 29, 19, 11, 26, 13, 19, 26, 20, 25, 8, 21, 9, 2, 18, 28, 1, 0, 13, 5, 1, 16, 8, 21, 6, 0, 4, 23, 13, 29, 12, 22, 3, 27, 15, 26, 21, 8, 13, 2, 15, 29, 0, 16, 5, 28, 11, 10, 16, 6, 5, 26, 25, 15, 18, 27, 16, 22, 9, 22, 5, 24, 12, 6, 0, 9, 27, 21, 4, 2, 29, 22, 13, 1]
=============================test64=============================
60387
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
[2, 21, 18, 25, 28, 0, 4, 19, 6, 28, 10, 14, 1, 18, 4, 27, 12, 10, 25, 10, 1, 2, 2, 28, 1, 1, 11, 5, 16, 26, 11, 0, 29, 15, 15, 18, 2, 21, 15, 0, 23, 16, 10, 9, 29, 6, 26, 15, 5, 9, 3, 12, 15, 11, 28, 12, 23, 6, 2, 16, 14, 15, 1, 12, 0, 27, 24, 11, 3, 17, 27, 19, 20, 14, 24, 0, 24, 25, 23, 9, 4, 1, 0, 7, 16, 2, 15, 2, 17, 7, 21, 25, 23, 2, 0, 14, 8, 26, 1, 27, 8, 6, 26, 2, 14, 24, 12, 25, 13, 7, 9, 20, 11, 29, 5, 14, 19, 20, 18, 16, 17, 13, 16, 3, 28, 18, 6, 29, 4, 14, 27, 8, 21, 18, 29, 5, 4, 14, 11, 14, 11, 18, 5, 11, 14, 0, 21, 9, 14, 27, 9, 29, 18, 21, 10, 12, 1, 26, 11, 9, 21, 11, 8, 27, 18, 5, 3, 7, 3, 7, 24, 20, 29, 8, 2, 16, 28, 20, 7, 15, 13, 9, 27, 27, 12, 20, 5, 10, 9, 18, 28, 26, 13, 26, 28, 13, 14, 8, 4, 7]
=============================test65=============================
67850
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 11, 21, 13, 18, 11, 21, 1, 3, 20, 10, 25, 29, 14, 23, 12, 13, 12, 20, 21, 12, 9, 17, 11, 16, 20, 19, 15, 19, 17, 16, 7, 8, 15, 11, 26, 4, 6, 4, 13, 18, 20, 11, 10, 5, 3, 24, 12, 15, 27, 21, 11, 18, 24, 22, 23, 26, 7, 4, 24, 24, 10, 5, 2, 19, 27, 0, 13, 0, 7, 25, 28, 8, 27, 26, 11, 24, 25, 11, 11, 2, 13, 4, 3, 23, 0, 25, 1, 14, 12, 26, 27, 27, 5, 3, 17, 16, 10, 29, 10, 4, 0, 2, 7, 26, 7, 7, 2, 1, 14, 4, 8, 21, 27, 25, 16, 19, 19, 15, 22, 19, 16, 1, 26, 24, 12, 4, 21, 5, 6, 22, 20, 13, 23, 2, 4, 7, 17, 16, 22, 1, 13, 20, 8, 15, 23, 22, 12, 28, 28, 14, 25, 3, 28, 5, 23, 8, 9, 26, 9, 1, 15, 21, 20, 4, 29, 7, 21, 28, 23, 11, 19, 9, 23, 21, 4, 17, 1, 16, 17, 27, 11, 5, 15, 10, 21, 24, 10, 16, 23, 8, 21, 19, 27, 5, 13, 21, 14, 1, 27]
=============================test66=============================
89091
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[3, 23, 2, 18, 0, 26, 19, 5, 25, 5, 2, 2, 29, 28, 16, 24, 17, 11, 20, 25, 20, 14, 25, 24, 23, 3, 19, 2, 23, 28, 13, 10, 2, 17, 20, 18, 5, 0, 13, 6, 18, 9, 13, 11, 23, 16, 6, 5, 4, 4, 4, 20, 5, 10, 4, 4, 16, 0, 2, 12, 5, 0, 7, 1, 11, 6, 14, 21, 6, 14, 20, 13, 26, 3, 24, 22, 22, 3, 28, 18, 5, 14, 16, 23, 25, 15, 12, 19, 21, 14, 8, 8, 2, 21, 19, 22, 11, 9, 25, 22, 12, 16, 27, 1, 6, 24, 24, 7, 25, 20, 14, 11, 28, 19, 5, 5, 17, 24, 28, 0, 9, 6, 28, 11, 8, 26, 27, 25, 9, 3, 10, 0, 15, 14, 13, 25, 13, 22, 22, 16, 29, 7, 27, 0, 25, 19, 28, 24, 25, 16, 26, 17, 7, 4, 16, 5, 10, 19, 29, 3, 15, 20, 3, 1, 2, 25, 29, 0, 12, 15, 7, 10, 3, 19, 3, 17, 18, 0, 11, 3, 10, 19, 22, 24, 29, 9, 18, 24, 17, 2, 7, 23, 5, 11, 20, 10, 12, 7, 9, 28]
=============================test68=============================
59479
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[23, 2, 22, 17, 5, 24, 26, 15, 22, 16, 7, 20, 4, 7, 9, 25, 26, 22, 7, 4, 18, 16, 20, 2, 18, 27, 21, 28, 19, 12, 11, 17, 14, 2, 20, 23, 21, 7, 29, 19, 8, 29, 25, 5, 17, 1, 23, 12, 8, 20, 29, 25, 11, 8, 20, 16, 14, 2, 1, 9, 29, 13, 18, 10, 13, 18, 4, 13, 7, 12, 12, 9, 0, 22, 5, 15, 1, 20, 26, 5, 26, 25, 15, 29, 4, 13, 15, 24, 15, 11, 4, 0, 6, 23, 17, 13, 20, 25, 29, 12, 23, 9, 24, 21, 26, 3, 8, 12, 0, 16, 9, 20, 6, 26, 22, 28, 24, 20, 4, 3, 16, 24, 6, 5, 14, 11, 16, 29, 28, 23, 29, 27, 5, 17, 2, 28, 4, 8, 26, 3, 10, 7, 18, 5, 2, 9, 17, 3, 11, 0, 23, 8, 13, 9, 8, 27, 1, 13, 6, 0, 16, 1, 21, 29, 24, 29, 28, 1, 5, 19, 10, 10, 10, 25, 23, 0, 28, 13, 1, 28, 0, 8, 9, 3, 15, 13, 3, 0, 27, 19, 17, 23, 26, 20, 13, 13, 17, 11, 8, 4]
=============================test69=============================
68782
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[2, 4, 17, 21, 15, 20, 2, 16, 10, 1, 21, 25, 28, 20, 26, 2, 9, 18, 26, 7, 29, 8, 21, 15, 6, 0, 15, 11, 12, 23, 13, 6, 17, 26, 14, 7, 4, 3, 2, 8, 4, 18, 18, 27, 24, 19, 2, 8, 18, 24, 1, 25, 24, 7, 6, 1, 3, 15, 7, 15, 28, 10, 24, 13, 6, 17, 5, 23, 4, 19, 2, 23, 9, 21, 5, 11, 24, 4, 4, 24, 9, 3, 7, 17, 16, 6, 17, 24, 21, 11, 21, 24, 22, 17, 8, 9, 7, 20, 4, 0, 28, 18, 1, 1, 28, 12, 22, 7, 3, 18, 12, 20, 19, 15, 22, 8, 4, 3, 23, 6, 1, 27, 5, 17, 18, 22, 9, 27, 25, 24, 24, 13, 19, 14, 8, 28, 11, 16, 25, 14, 8, 4, 6, 9, 5, 20, 25, 23, 17, 0, 28, 28, 11, 18, 10, 2, 5, 13, 27, 0, 23, 19, 4, 2, 5, 22, 16, 0, 15, 15, 11, 1, 21, 20, 8, 17, 10, 16, 8, 15, 14, 27, 15, 5, 2, 7, 6, 17, 15, 10, 22, 28, 27, 21, 18, 10, 8, 13, 27, 29]
=============================test70=============================
90108
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[14, 23, 15, 25, 4, 11, 4, 0, 23, 12, 24, 11, 23, 8, 23, 5, 3, 6, 10, 25, 26, 11, 16, 4, 24, 16, 16, 23, 13, 21, 0, 4, 1, 3, 19, 6, 25, 24, 19, 18, 28, 10, 11, 5, 0, 28, 22, 9, 28, 29, 4, 21, 18, 13, 5, 19, 1, 27, 1, 17, 0, 16, 4, 1, 8, 0, 19, 25, 18, 22, 27, 21, 20, 17, 20, 17, 22, 1, 23, 26, 8, 13, 21, 0, 27, 8, 7, 21, 2, 0, 0, 19, 27, 22, 13, 29, 24, 22, 16, 19, 24, 3, 18, 13, 22, 8, 27, 24, 0, 19, 10, 21, 1, 2, 9, 3, 10, 12, 0, 18, 6, 10, 8, 28, 19, 17, 6, 11, 6, 17, 1, 18, 27, 8, 16, 28, 9, 16, 7, 15, 8, 0, 15, 27, 22, 16, 3, 20, 18, 28, 5, 23, 18, 11, 3, 15, 19, 2, 16, 24, 15, 2, 9, 26, 16, 22, 2, 7, 9, 26, 29, 1, 8, 8, 14, 25, 9, 3, 16, 0, 26, 29, 7, 14, 24, 25, 5, 14, 1, 20, 13, 29, 1, 8, 10, 25, 24, 3, 1, 23]
=============================test71=============================
74562
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
[11, 26, 18, 5, 18, 7, 11, 26, 18, 13, 21, 0, 29, 28, 19, 14, 18, 13, 19, 23, 23, 26, 17, 8, 24, 0, 19, 17, 13, 24, 14, 13, 9, 6, 23, 28, 0, 0, 21, 18, 4, 26, 16, 14, 27, 8, 28, 2, 10, 29, 16, 18, 20, 3, 28, 1, 7, 28, 19, 17, 27, 12, 12, 23, 7, 13, 19, 23, 0, 4, 13, 24, 11, 1, 29, 25, 14, 26, 21, 3, 21, 16, 25, 5, 10, 15, 21, 26, 29, 14, 16, 25, 10, 27, 22, 14, 4, 4, 9, 10, 20, 4, 21, 9, 3, 22, 7, 18, 28, 1, 1, 20, 11, 4, 13, 7, 12, 0, 20, 5, 19, 26, 21, 7, 19, 26, 3, 27, 11, 11, 4, 0, 9, 0, 24, 16, 18, 22, 26, 0, 23, 22, 3, 28, 17, 29, 29, 9, 18, 15, 27, 0, 21, 5, 16, 5, 26, 1, 6, 8, 17, 27, 0, 16, 5, 1, 2, 8, 23, 13, 24, 27, 14, 1, 1, 2, 7, 4, 3, 18, 25, 15, 5, 16, 16, 22, 15, 18, 14, 1, 6, 2, 14, 18, 6, 22, 4, 20, 21, 11]
React
Typescript
Django
Laravel
Facebook
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Tencent