classes = 4

	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20

epoch1 taking random step random swap is 8 15 score is 2898.5

	1	2	3	4	5	6	7	15	9	10	11	12	13	14	8	16	17	18	19	20
1
2
3
4
5
6
7
15
9
10
11
12
13
14
8
16
17
18
19
20

epoch2 taking random step random swap is 4 9 score is 2913.71

	1	2	3	9	5	6	7	15	4	10	11	12	13	14	8	16	17	18	19	20
1
2
3
9
5
6
7
15
4
10
11
12
13
14
8
16
17
18
19
20

epoch3 best swap is 4 19 score is 2940.06

	1	2	3	9	5	6	7	15	19	10	11	12	13	14	8	16	17	18	4	20
1
2
3
9
5
6
7
15
19
10
11
12
13
14
8
16
17
18
4
20

epoch4 best swap is 3 10 score is 2963.34

	1	2	10	9	5	6	7	15	19	3	11	12	13	14	8	16	17	18	4	20
1
2
10
9
5
6
7
15
19
3
11
12
13
14
8
16
17
18
4
20

epoch5 taking random step random swap is 9 15 score is 2935.73

	1	2	10	15	5	6	7	9	19	3	11	12	13	14	8	16	17	18	4	20
1
2
10
15
5
6
7
9
19
3
11
12
13
14
8
16
17
18
4
20

epoch6 best swap is 1 18 score is 2964.47

	18	2	10	15	5	6	7	9	19	3	11	12	13	14	8	16	17	1	4	20
18
2
10
15
5
6
7
9
19
3
11
12
13
14
8
16
17
1
4
20

epoch7 best swap is 5 14 score is 2991.62

	18	2	10	15	14	6	7	9	19	3	11	12	13	5	8	16	17	1	4	20
18
2
10
15
14
6
7
9
19
3
11
12
13
5
8
16
17
1
4
20

epoch8 best swap is 15 6 score is 3011.93

	18	2	10	6	14	15	7	9	19	3	11	12	13	5	8	16	17	1	4	20
18
2
10
6
14
15
7
9
19
3
11
12
13
5
8
16
17
1
4
20

epoch9 best swap is 9 11 score is 3028.25

	18	2	10	6	14	15	7	11	19	3	9	12	13	5	8	16	17	1	4	20
18
2
10
6
14
15
7
11
19
3
9
12
13
5
8
16
17
1
4
20

epoch10 best swap is 12 1 score is 3050.64

	18	2	10	6	14	15	7	11	19	3	9	1	13	5	8	16	17	12	4	20
18
2
10
6
14
15
7
11
19
3
9
1
13
5
8
16
17
12
4
20

epoch11 best swap is 8 17 score is 3072.01

	18	2	10	6	14	15	7	11	19	3	9	1	13	5	17	16	8	12	4	20
18
2
10
6
14
15
7
11
19
3
9
1
13
5
17
16
8
12
4
20

epoch12 best swap is 7 19 score is 3074.62

	18	2	10	6	14	15	19	11	7	3	9	1	13	5	17	16	8	12	4	20
18
2
10
6
14
15
19
11
7
3
9
1
13
5
17
16
8
12
4
20

epoch13 best swap is 16 20 score is 3077.1

	18	2	10	6	14	15	19	11	7	3	9	1	13	5	17	20	8	12	4	16
18
2
10
6
14
15
19
11
7
3
9
1
13
5
17
20
8
12
4
16

epoch14 best swap is 18 2 score is 3078.89

	2	18	10	6	14	15	19	11	7	3	9	1	13	5	17	20	8	12	4	16
2
18
10
6
14
15
19
11
7
3
9
1
13
5
17
20
8
12
4
16

epoch15 taking random step random swap is 16 4 score is 3076.94

	2	18	10	6	14	15	19	11	7	3	9	1	13	5	17	20	8	12	16	4
2
18
10
6
14
15
19
11
7
3
9
1
13
5
17
20
8
12
16
4

epoch16 best swap is 16 4 score is 3078.89

	2	18	10	6	14	15	19	11	7	3	9	1	13	5	17	20	8	12	4	16
2
18
10
6
14
15
19
11
7
3
9
1
13
5
17
20
8
12
4
16

epoch17 taking random step random swap is 5 9 score is 3075.52

	2	18	10	6	14	15	19	11	7	3	5	1	13	9	17	20	8	12	4	16
2
18
10
6
14
15
19
11
7
3
5
1
13
9
17
20
8
12
4
16

epoch18 best swap is 1 9 score is 3079.1

	2	18	10	6	14	15	19	11	7	3	5	9	13	1	17	20	8	12	4	16
2
18
10
6
14
15
19
11
7
3
5
9
13
1
17
20
8
12
4
16

epoch19 best swap is 13 1 score is 3081.25

	2	18	10	6	14	15	19	11	7	3	5	9	1	13	17	20	8	12	4	16
2
18
10
6
14
15
19
11
7
3
5
9
1
13
17
20
8
12
4
16

epoch20 best swap is 5 9 score is 3081.81

	2	18	10	6	14	15	19	11	7	3	9	5	1	13	17	20	8	12	4	16
2
18
10
6
14
15
19
11
7
3
9
5
1
13
17
20
8
12
4
16

epoch21 best swap is 1 17 score is 3083.9

	2	18	10	6	14	15	19	11	7	3	9	5	17	13	1	20	8	12	4	16
2
18
10
6
14
15
19
11
7
3
9
5
17
13
1
20
8
12
4
16

epoch22 best swap is 11 7 score is 3084.34

	2	18	10	6	14	15	19	7	11	3	9	5	17	13	1	20	8	12	4	16
2
18
10
6
14
15
19
7
11
3
9
5
17
13
1
20
8
12
4
16

epoch23 best swap is 8 4 score is 3084.43

	2	18	10	6	14	15	19	7	11	3	9	5	17	13	1	20	4	12	8	16
2
18
10
6
14
15
19
7
11
3
9
5
17
13
1
20
4
12
8
16

epoch24 best swap is 4 8 score is 3084.34

	2	18	10	6	14	15	19	7	11	3	9	5	17	13	1	20	8	12	4	16
2
18
10
6
14
15
19
7
11
3
9
5
17
13
1
20
8
12
4
16

epoch25 best swap is 8 4 score is 3084.43

	2	18	10	6	14	15	19	7	11	3	9	5	17	13	1	20	4	12	8	16
2
18
10
6
14
15
19
7
11
3
9
5
17
13