edge_index
list | node_feat
list | node_is_attributed
list | node_dfs_order
list | node_depth
list | y
list | num_nodes
int64 11
36.1k
| batch
list | ptr
list | node_feat_expanded
list |
|---|---|---|---|---|---|---|---|---|---|
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
8,
9,
9,
10,
13,
14,
14,
14,
15,
15,
16,
18,
21,
21,
22,
24,
24,
25,
28,
28,
29,
31,
33,
33,
34,
36,
38,
38,
39,
41,
43,
43,
44,
46,
48,
48,
48,
48,
48,
48,
48,
49,
49,
49,
50,
52,
55,
55,
55,
56,
58,
58,
59,
62,
64,
64,
65,
65,
65,
65,
65,
66,
68,
70,
72,
75,
75,
76,
76,
77,
80,
82,
83,
83,
84,
84,
85,
88,
90,
91,
91,
92,
92,
93,
96,
98,
99,
99,
100,
100,
101,
104,
106,
107,
107,
108,
108,
109,
112,
114,
115,
115,
116,
118,
118,
118,
119,
121,
121,
122,
125,
125,
125,
125,
125,
126,
128,
130,
132
],
[
1,
2,
5,
7,
13,
28,
33,
38,
43,
48,
114,
3,
4,
6,
8,
9,
10,
12,
11,
14,
15,
20,
21,
16,
18,
17,
19,
22,
24,
23,
25,
27,
26,
29,
31,
30,
32,
34,
36,
35,
37,
39,
41,
40,
42,
44,
46,
45,
47,
49,
55,
64,
82,
90,
98,
106,
50,
52,
54,
51,
53,
56,
58,
62,
57,
59,
61,
60,
63,
65,
75,
66,
68,
70,
72,
74,
67,
69,
71,
73,
76,
80,
77,
79,
78,
81,
83,
84,
88,
85,
87,
86,
89,
91,
92,
96,
93,
95,
94,
97,
99,
100,
104,
101,
103,
102,
105,
107,
108,
112,
109,
111,
110,
113,
115,
116,
118,
117,
119,
121,
125,
120,
122,
124,
123,
126,
128,
130,
132,
134,
127,
129,
131,
133
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
1715
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
28,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6533
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7841
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5081
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
3831
],
[
78,
10028
],
[
61,
1711
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
6532
],
[
78,
10028
],
[
61,
7840
],
[
78,
10028
],
[
61,
3621
],
[
78,
10028
],
[
61,
5078
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8677
],
[
61,
3831
],
[
54,
10028
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
6533
],
[
54,
10028
],
[
54,
10028
],
[
61,
6532
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
7841
],
[
54,
10028
],
[
54,
10028
],
[
61,
7840
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
3621
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
5081
],
[
54,
10028
],
[
54,
10028
],
[
61,
5078
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
9316
],
[
54,
10028
],
[
18,
10028
],
[
61,
5817
],
[
54,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
6533
],
[
54,
10028
],
[
61,
7841
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5081
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
]
] |
[
[
"step"
]
] | 135
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
135
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"actions"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"observations"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"infos"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"env"
],
[
"Store",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"observation"
],
[
"Store",
"__NONE__"
],
[
"Name",
"reward"
],
[
"Store",
"__NONE__"
],
[
"Name",
"done"
],
[
"Store",
"__NONE__"
],
[
"Name",
"info"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"step"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"observations"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"observation"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"reward"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"done"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"infos"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"info"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"tuple"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"map"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"observations"
],
[
"Load",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"infos"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
8,
8,
8,
8,
9,
11,
13,
15,
18,
18,
19,
19,
20,
23,
25,
25,
26,
28,
28,
29,
29,
30,
33,
33,
34,
37,
37,
38,
40,
40,
41,
41,
42,
45,
47,
47,
48,
50,
50,
51,
51,
52,
55,
57,
58,
58,
58,
58,
58,
58,
59,
59,
60,
60,
61,
65,
67,
69,
71,
73,
75,
76,
76,
76,
76,
76,
77,
79,
81,
83
],
[
1,
2,
5,
7,
25,
37,
47,
57,
75,
3,
4,
6,
8,
18,
9,
11,
13,
15,
17,
10,
12,
14,
16,
19,
23,
20,
22,
21,
24,
26,
28,
27,
29,
33,
30,
32,
31,
34,
36,
35,
38,
40,
39,
41,
45,
42,
44,
43,
46,
48,
50,
49,
51,
55,
52,
54,
53,
56,
58,
59,
65,
67,
69,
71,
73,
60,
64,
61,
63,
62,
66,
68,
70,
72,
74,
76,
77,
79,
81,
83,
85,
78,
80,
82,
84
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
1715
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
6533
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
5081
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
1593
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2058
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
4267
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
61,
6533
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
8677
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5081
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"step"
]
] | 86
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
86
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"actions"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"observations"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"infos"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"_step"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"astype"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"observations"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"step"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"infos"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
9,
9,
10,
13,
13,
14,
14,
15,
18,
18,
19,
21,
21,
22,
25,
25,
26,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
29,
31,
33,
35,
37,
39,
41,
41,
41,
42,
42,
43,
46,
46,
49,
49,
50,
53,
53,
53,
54,
54,
55,
58,
58,
61,
61,
62,
65,
65,
65,
66,
66,
67,
70,
70,
73,
75,
75,
75,
76,
76,
77,
80,
80,
83,
83,
84,
87,
87,
88,
91,
91,
92,
95,
95,
96,
98,
98,
98,
99,
101,
101,
102,
102,
103,
103,
104,
104,
105,
105,
106,
112,
114,
114,
115,
117,
119,
120,
120,
120,
121,
123
],
[
1,
2,
4,
6,
13,
25,
95,
119,
3,
5,
7,
9,
8,
10,
12,
11,
14,
18,
15,
17,
16,
19,
21,
20,
22,
24,
23,
26,
28,
27,
29,
31,
33,
35,
37,
39,
41,
53,
65,
75,
87,
91,
30,
32,
34,
36,
38,
40,
42,
46,
49,
43,
45,
44,
47,
48,
50,
52,
51,
54,
58,
61,
55,
57,
56,
59,
60,
62,
64,
63,
66,
70,
73,
67,
69,
68,
71,
72,
74,
76,
80,
83,
77,
79,
78,
81,
82,
84,
86,
85,
88,
90,
89,
92,
94,
93,
96,
98,
97,
99,
101,
114,
100,
102,
112,
103,
111,
104,
110,
105,
109,
106,
108,
107,
113,
115,
117,
116,
118,
120,
121,
123,
125,
122,
124
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
5159
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
67,
159
],
[
54,
10028
],
[
8,
5159
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
67,
159
],
[
54,
10028
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
67,
159
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
67,
159
],
[
54,
10028
],
[
8,
5159
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
25,
10028
],
[
61,
4123
],
[
54,
10028
],
[
18,
10028
],
[
8,
1095
],
[
8,
10029
],
[
8,
8426
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
4123
],
[
54,
10028
],
[
94,
10028
],
[
61,
4123
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"example",
"reading",
"spec"
]
] | 126
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
126
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"int64"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"int64"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"int64"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"DictComp",
"__NONE__"
],
[
"Name",
"field"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Tensor"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"slim"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"field"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"field"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
5,
7,
7,
7,
7,
7,
8,
10,
12,
13,
13,
13,
14,
16,
18,
18,
19,
22,
22,
23,
23,
23,
24,
24,
25,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
32,
32,
32,
33,
35,
38,
38,
39,
41,
41,
42,
45,
45,
46,
48,
48,
49,
52,
52,
53,
53,
55,
57,
57,
58,
61,
61,
62,
64,
64,
65,
68,
68,
69,
69,
71,
73,
73,
74,
77,
77,
78,
80,
80,
81,
84,
84,
85,
85,
85,
86,
90,
90,
91,
93,
94,
94,
95,
95,
96,
100,
100,
101,
103,
103,
103,
104,
104,
105,
108,
108,
109,
112,
114,
114,
114,
114,
115,
115,
116,
119,
119,
120,
122,
122,
123,
123,
124,
128,
128,
128,
129,
129,
129,
130,
133,
133,
133,
134,
134,
135,
138,
138,
139,
143,
143,
144,
146,
146,
147,
149,
149,
149,
150,
152,
154,
156,
156,
157,
157,
157,
158,
161,
161,
161,
162,
162,
163,
166,
166,
167,
171,
171,
172,
174,
174,
175,
177,
177,
177,
178,
180,
182,
184,
184,
185,
187,
187,
188,
190,
192,
193,
193,
193,
194,
194,
195,
200,
201,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
203,
205,
207,
209,
211,
213,
215,
215,
216,
219,
221,
221,
222,
222,
223,
225,
228,
228,
229,
232,
232,
233,
233,
234,
236,
236,
237,
241,
241,
241,
242,
242,
243,
246,
246,
247,
250,
250,
251
],
[
1,
2,
5,
7,
3,
4,
6,
8,
10,
12,
22,
31,
9,
11,
13,
14,
16,
18,
15,
17,
19,
21,
20,
23,
30,
24,
28,
29,
25,
27,
26,
32,
38,
45,
52,
61,
68,
77,
84,
100,
114,
192,
200,
33,
35,
37,
34,
36,
39,
41,
40,
42,
44,
43,
46,
48,
47,
49,
51,
50,
53,
57,
54,
55,
56,
58,
60,
59,
62,
64,
63,
65,
67,
66,
69,
73,
70,
71,
72,
74,
76,
75,
78,
80,
79,
81,
83,
82,
85,
90,
86,
88,
89,
87,
91,
93,
92,
94,
95,
99,
96,
98,
97,
101,
103,
102,
104,
108,
112,
105,
107,
106,
109,
111,
110,
113,
115,
119,
128,
184,
116,
118,
117,
120,
122,
121,
123,
127,
124,
126,
125,
129,
143,
156,
130,
132,
133,
131,
134,
138,
142,
135,
137,
136,
139,
141,
140,
144,
146,
145,
147,
149,
148,
150,
152,
154,
151,
153,
155,
157,
171,
158,
160,
161,
159,
162,
166,
170,
163,
165,
164,
167,
169,
168,
172,
174,
173,
175,
177,
176,
178,
180,
182,
179,
181,
183,
185,
187,
186,
188,
190,
189,
191,
193,
194,
198,
199,
195,
197,
196,
201,
202,
203,
205,
207,
209,
211,
213,
215,
219,
221,
228,
232,
241,
204,
206,
208,
210,
212,
214,
216,
218,
217,
220,
222,
227,
223,
225,
224,
226,
229,
231,
230,
233,
240,
234,
236,
235,
237,
239,
238,
242,
246,
250,
243,
245,
244,
247,
249,
248,
251,
253,
252
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
33,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
18,
10028
],
[
61,
5286
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
9244
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
56,
10028
],
[
67,
159
],
[
21,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
5047
],
[
78,
10028
],
[
61,
9082
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3829
],
[
54,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
10029
],
[
61,
9082
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
10029
],
[
61,
9082
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
129
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
8,
1711
],
[
61,
9082
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
1711
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
8,
8006
],
[
8,
1713
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
1713
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
40,
10028
],
[
8,
854
],
[
61,
8399
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
3667
],
[
8,
1713
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
44,
10028
],
[
52,
10028
],
[
8,
5159
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
8,
5158
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
61,
5631
],
[
54,
10028
],
[
18,
10028
],
[
61,
5817
],
[
54,
10028
],
[
61,
5156
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
44,
10028
],
[
52,
10028
],
[
8,
4268
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
8,
4267
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
61,
5631
],
[
54,
10028
],
[
18,
10028
],
[
61,
5817
],
[
54,
10028
],
[
61,
4266
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
8,
6532
],
[
61,
9082
],
[
54,
10028
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
30,
10028
],
[
89,
10028
],
[
24,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
61,
5047
],
[
54,
10028
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
61,
4266
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
8,
3621
],
[
61,
9082
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
8,
6532
],
[
61,
9082
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
]
] |
[
[
"generate",
"time",
"steps"
]
] | 254
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
254
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"isinstance"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"trajectory"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"LtE",
"__NONE__"
],
[
"Num",
"1"
],
[
"Continue",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"index"
],
[
"Store",
"__NONE__"
],
[
"Name",
"time_step"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"enumerate"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"time_step"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"time_step"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"action"
],
[
"Name",
"time_step"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sample"
],
[
"Attribute",
"action_space"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"action_space"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"PY3"
],
[
"Name",
"six"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"dtype"
],
[
"Attribute",
"action_space"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Attribute",
"int64"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"int32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"list"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"map"
],
[
"Load",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Attribute",
"float64"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"list"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"map"
],
[
"Load",
"__NONE__"
],
[
"Name",
"float"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"observation"
],
[
"Name",
"time_step"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Yield",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"index"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"float"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"done"
],
[
"Name",
"time_step"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"observation"
],
[
"Name",
"time_step"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
10,
10,
11,
11,
12,
15,
17,
18,
18,
18,
19,
21,
24,
25,
26,
26,
27,
30,
30,
31,
33,
33,
33,
33,
33,
34,
34,
35,
38,
40,
41,
41,
42,
45,
46,
46,
47,
47,
48,
52,
54,
54,
55,
56,
56,
57,
57,
58,
61,
63,
63,
64,
66,
66,
66,
66,
67,
67,
68,
71,
73,
74,
75,
75,
76,
79,
81,
82,
82,
82,
82,
83,
85,
87
],
[
1,
2,
5,
7,
30,
54,
81,
3,
4,
6,
8,
10,
9,
11,
15,
17,
24,
12,
14,
13,
16,
18,
19,
21,
23,
20,
22,
25,
26,
27,
29,
28,
31,
33,
32,
34,
38,
40,
45,
52,
35,
37,
36,
39,
41,
42,
44,
43,
46,
47,
51,
48,
50,
49,
53,
55,
63,
56,
57,
61,
58,
60,
59,
62,
64,
66,
65,
67,
71,
73,
79,
68,
70,
69,
72,
74,
75,
76,
78,
77,
80,
82,
83,
85,
87,
89,
84,
86,
88
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
4826
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5915
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
5915
],
[
95,
8309
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4826
],
[
54,
10028
],
[
54,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
95,
8309
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
129
],
[
95,
9240
],
[
62,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
5915
],
[
54,
10028
],
[
54,
10028
],
[
95,
9240
],
[
62,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
5915
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"init",
"vq",
"bottleneck"
]
] | 90
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
90
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hidden_size"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"means"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"means"
],
[
"keyword",
"shape"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hidden_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"shape"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"keyword",
"trainable"
],
[
"NameConstant",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"trainable"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
10,
13,
13,
14,
17,
17,
18,
20,
20,
21,
24,
24,
25,
27,
27,
27,
27,
28,
28,
29,
32,
32,
33,
33,
34,
37,
39,
40,
40,
43,
45,
45,
46,
48,
48,
48,
48,
49,
49,
50,
53,
53,
54,
54,
55,
58,
60,
61,
61,
64,
66,
66,
67,
69,
69,
69,
69,
70,
70,
71,
74,
76,
78,
80,
80,
81,
83,
83,
83,
84,
84,
84,
85,
88,
88,
89,
89,
90,
93,
96,
96,
96,
99,
101,
101,
101,
101,
101,
101,
102,
102,
102,
103,
103,
104,
109,
109,
110,
112,
112,
112,
113,
113,
114,
117,
117,
119,
121,
122,
122,
123,
126,
126,
127,
129,
129,
129,
130,
130,
131,
134,
136,
137,
139,
139,
140,
142,
142,
142,
143,
143,
144,
147,
149,
151,
151,
152,
154,
154,
154,
155,
155,
156,
159,
159,
161,
163,
164,
164,
167,
167,
168,
170,
170,
170,
171,
171,
172,
175,
177,
178,
180,
180,
181,
183,
183,
183,
184,
184,
185,
188,
190,
192,
192,
193,
195,
195,
196,
196,
197,
200,
200,
200,
201,
201,
202,
205,
207,
207,
208,
208,
209,
212,
214,
215,
215,
215,
216,
218
],
[
1,
2,
5,
7,
17,
24,
45,
66,
80,
101,
180,
192,
214,
3,
4,
6,
8,
10,
9,
11,
12,
13,
14,
16,
15,
18,
20,
19,
21,
23,
22,
25,
27,
26,
28,
32,
39,
43,
29,
31,
30,
33,
37,
34,
36,
35,
38,
40,
41,
42,
44,
46,
48,
47,
49,
53,
60,
64,
50,
52,
51,
54,
58,
55,
57,
56,
59,
61,
62,
63,
65,
67,
69,
68,
70,
74,
76,
78,
71,
73,
72,
75,
77,
79,
81,
83,
82,
84,
95,
96,
85,
87,
88,
86,
89,
93,
90,
92,
91,
94,
97,
98,
99,
100,
102,
109,
126,
139,
151,
167,
103,
107,
108,
104,
106,
105,
110,
112,
111,
113,
117,
121,
114,
116,
115,
118,
119,
120,
122,
123,
125,
124,
127,
129,
128,
130,
134,
136,
131,
133,
132,
135,
137,
138,
140,
142,
141,
143,
147,
149,
144,
146,
145,
148,
150,
152,
154,
153,
155,
159,
163,
156,
158,
157,
160,
161,
162,
164,
165,
166,
168,
170,
169,
171,
175,
177,
172,
174,
173,
176,
178,
179,
181,
183,
182,
184,
188,
190,
185,
187,
186,
189,
191,
193,
195,
194,
196,
200,
197,
199,
198,
201,
205,
207,
202,
204,
203,
206,
208,
212,
209,
211,
210,
213,
215,
216,
218,
220,
217,
219
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5915
],
[
78,
10028
],
[
8,
5915
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
95,
5413
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
95,
5413
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
3562
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
9272
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
11,
10028
],
[
67,
215
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
3756
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
61,
3562
],
[
54,
10028
],
[
95,
6472
],
[
8,
6472
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6568
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
3438
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
1978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
61,
3562
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6568
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
3438
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
18,
10028
],
[
8,
8691
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"vq",
"nearest",
"neighbor"
]
] | 221
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
221
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"means"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"means"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"square"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"square"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dist"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"transpose"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"em"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Name",
"dist"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num_samples"
],
[
"Attribute",
"num_samples"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"one_hot"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"depth"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"argmax"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Name",
"dist"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"one_hot"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"depth"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stop_gradient"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
8,
8,
9,
9,
10,
10,
11,
15,
15,
16,
16,
19,
19,
20,
23,
23,
24,
26,
26,
26,
29,
29,
30,
33,
33,
34,
36,
36,
37,
37,
38,
41,
43,
43,
44,
46,
46,
46,
47,
47,
48,
51,
53,
53,
53,
54,
54,
57,
57,
58,
62,
62,
63,
63,
63,
64,
66,
69,
69,
69,
70,
72,
74,
76,
76,
77,
77,
77,
77,
78,
80,
82,
85,
85,
85,
85,
86,
86,
87,
90,
90,
91,
94,
94,
95,
99,
99,
100,
102,
102,
102,
102,
102,
103,
103,
104,
107,
109,
109,
109,
110,
110,
111,
114,
116,
118,
118,
119,
122,
124,
124,
125,
127,
127,
127,
127,
128,
128,
129,
132,
134,
136,
138,
138,
139,
141,
141,
141,
141,
141,
142,
142,
143,
146,
148,
150,
150,
151,
154,
156,
156,
157,
159,
159,
159,
159,
160,
160,
161,
164,
166,
167,
167,
170,
172,
172,
173,
175,
175,
175,
176,
176,
176,
177,
177,
177,
178,
181,
181,
182,
186,
186,
186,
187,
190,
190,
190,
191,
194,
194,
195,
199,
201,
201,
202,
204,
204,
204,
205,
208,
208,
208,
209,
209,
210,
213,
215,
216,
216,
219,
219,
219,
220,
221,
221,
222,
222,
223,
226,
226,
227,
230,
230,
231,
233,
233,
233,
234,
234,
235,
238,
240,
242,
242,
243,
244,
244,
245,
245,
246,
249,
249,
250,
253,
253,
254,
256,
256,
256,
257,
257,
258,
262,
264,
264,
265,
267,
267,
267,
268,
268,
269,
272,
274,
274,
274,
275,
275,
275,
276,
278,
279,
279,
284,
284,
285,
288,
289,
289,
289,
290,
292
],
[
1,
2,
5,
7,
23,
33,
43,
62,
76,
99,
124,
138,
156,
172,
201,
219,
264,
288,
3,
4,
6,
8,
9,
15,
10,
14,
11,
13,
12,
16,
19,
17,
18,
20,
22,
21,
24,
26,
25,
27,
28,
29,
30,
32,
31,
34,
36,
35,
37,
41,
38,
40,
39,
42,
44,
46,
45,
47,
51,
53,
48,
50,
49,
52,
54,
57,
61,
55,
56,
58,
60,
59,
63,
69,
64,
66,
68,
65,
67,
70,
72,
74,
71,
73,
75,
77,
85,
78,
80,
82,
84,
79,
81,
83,
86,
90,
94,
98,
87,
89,
88,
91,
93,
92,
95,
97,
96,
100,
102,
101,
103,
107,
109,
118,
122,
104,
106,
105,
108,
110,
114,
116,
111,
113,
112,
115,
117,
119,
121,
120,
123,
125,
127,
126,
128,
132,
134,
136,
129,
131,
130,
133,
135,
137,
139,
141,
140,
142,
146,
148,
150,
154,
143,
145,
144,
147,
149,
151,
153,
152,
155,
157,
159,
158,
160,
164,
166,
170,
161,
163,
162,
165,
167,
168,
169,
171,
173,
175,
174,
176,
198,
199,
177,
185,
186,
178,
180,
181,
179,
182,
184,
183,
187,
189,
190,
188,
191,
193,
194,
192,
195,
197,
196,
200,
202,
204,
203,
205,
207,
208,
206,
209,
213,
215,
210,
212,
211,
214,
216,
217,
218,
220,
230,
242,
221,
222,
226,
223,
225,
224,
227,
229,
228,
231,
233,
232,
234,
238,
240,
235,
237,
236,
239,
241,
243,
253,
244,
245,
249,
246,
248,
247,
250,
252,
251,
254,
256,
255,
257,
261,
262,
258,
260,
259,
263,
265,
267,
266,
268,
272,
274,
269,
271,
270,
273,
275,
283,
284,
276,
278,
282,
277,
279,
280,
281,
285,
287,
286,
289,
290,
292,
294,
291,
293
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
8,
2241
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9872
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
5915
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
8,
5915
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
8,
3347
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
3685
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3685
],
[
54,
10028
],
[
8,
3347
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
6171
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
95,
5413
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
8,
3852
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
11,
10028
],
[
61,
6171
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
8,
3852
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
61,
6171
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2045
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
11,
10028
],
[
8,
2241
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
3552
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
9872
],
[
54,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
0,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
3552
],
[
54,
10028
],
[
61,
5754
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"vq",
"discrete",
"bottleneck"
]
] | 295
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
295
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"beta"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"means"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Attribute",
"means"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Attribute",
"decay"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dw"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dw"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"decay"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"n"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"epsilon"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"n"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"epsilon"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"n"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"assign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"beta"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"discrete"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"discrete"
],
[
"Load",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
11,
11,
12,
15,
17,
17,
18,
20,
20,
20,
23,
23,
24,
27,
27,
28,
30,
30,
31,
34,
34,
35,
37,
37,
37,
38,
38,
39,
42,
44,
44,
44,
45,
45,
48,
51,
51,
52,
54,
54,
54,
55,
55,
56,
59,
61,
63,
63,
64,
66,
66,
66,
67,
67,
68,
71,
73,
73,
73,
74,
74,
74,
75,
77,
78,
78,
83,
83,
84,
84,
85,
89,
90
],
[
1,
2,
5,
7,
17,
27,
34,
51,
63,
89,
3,
4,
6,
8,
10,
9,
11,
15,
12,
14,
13,
16,
18,
20,
19,
21,
22,
23,
24,
26,
25,
28,
30,
29,
31,
33,
32,
35,
37,
36,
38,
42,
44,
39,
41,
40,
43,
45,
48,
50,
46,
47,
49,
52,
54,
53,
55,
59,
61,
56,
58,
57,
60,
62,
64,
66,
65,
67,
71,
73,
68,
70,
69,
72,
74,
82,
83,
75,
77,
81,
76,
78,
79,
80,
84,
88,
85,
87,
86,
90,
91
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9872
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5915
],
[
78,
10028
],
[
8,
5915
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7791
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
4,
10028
],
[
61,
7791
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7791
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
9872
],
[
54,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
0,
10028
],
[
52,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
7791
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"vq",
"discrete",
"unbottleneck"
]
] | 92
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
92
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"means"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"means"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"result"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"result"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"result"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"result"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
12,
12,
13,
14,
14,
14,
15,
15,
16,
19,
21,
22,
24,
24,
25,
27,
27,
28,
28,
28,
29,
29,
29,
33,
36,
36,
37,
39,
39,
40,
43,
43,
43,
44,
46,
46,
47,
49,
51,
51,
51,
51,
52,
53,
53,
54,
54,
55,
58,
58,
58,
61,
63,
63,
64,
66,
66,
66,
66,
66,
66,
67,
67,
68,
71,
71,
71,
71,
72,
72,
73,
76,
78,
78,
79,
82,
84,
84,
85,
88,
90,
92,
94,
94,
95,
97,
97,
97,
98,
98,
99,
99,
100,
104,
106,
106,
106,
109,
109,
110,
113,
113,
113,
114,
117,
119,
120
],
[
1,
2,
10,
12,
3,
4,
5,
6,
7,
8,
9,
11,
13,
24,
43,
119,
14,
15,
19,
21,
16,
18,
17,
20,
22,
23,
25,
27,
26,
28,
36,
29,
33,
35,
30,
31,
32,
34,
37,
39,
38,
40,
42,
41,
44,
46,
51,
45,
47,
49,
48,
50,
52,
63,
94,
113,
53,
54,
58,
55,
57,
56,
59,
60,
61,
62,
64,
66,
65,
67,
71,
84,
88,
90,
92,
68,
70,
69,
72,
76,
78,
82,
73,
75,
74,
77,
79,
81,
80,
83,
85,
87,
86,
89,
91,
93,
95,
97,
96,
98,
104,
106,
99,
103,
100,
102,
101,
105,
107,
108,
109,
110,
112,
111,
114,
116,
117,
115,
118,
120,
121
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
7658
],
[
92,
5399
],
[
92,
4875
],
[
92,
6195
],
[
92,
7831
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
95,
7831
],
[
61,
7831
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
83,
10028
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
67,
243
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
7658
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6758
],
[
79,
991
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
3649
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
9858
],
[
78,
10028
],
[
0,
10028
],
[
61,
9921
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
]
] |
[
[
"residual",
"conv"
]
] | 122
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
122
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"repeat"
],
[
"arg",
"k"
],
[
"arg",
"hparams"
],
[
"arg",
"name"
],
[
"arg",
"reuse"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"reuse"
],
[
"Name",
"reuse"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"repeat"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"padding"
],
[
"Str",
"SAME"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
9,
9,
10,
11,
11,
12,
12,
13,
16,
18,
18,
19,
21,
21,
22,
22,
23,
26,
28,
28,
29,
32,
32,
33,
35,
35,
35,
39,
39,
40,
42,
42,
42,
42,
42,
42,
43,
43,
44,
47,
49,
49,
49,
50,
50,
51,
55,
57,
57,
58,
58,
58,
59,
59,
59,
63,
67,
68,
70,
72,
73,
73,
73,
74,
74,
75,
78,
80,
80,
80,
80,
80,
81,
81,
81,
82,
84,
87,
87,
87,
88,
88,
88,
89,
91,
97,
97,
98
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
18,
28,
32,
39,
72,
11,
12,
16,
13,
15,
14,
17,
19,
21,
20,
22,
26,
23,
25,
24,
27,
29,
31,
30,
33,
35,
34,
36,
37,
38,
40,
42,
41,
43,
47,
49,
57,
67,
70,
44,
46,
45,
48,
50,
54,
55,
51,
53,
52,
56,
58,
66,
59,
63,
65,
60,
61,
62,
64,
68,
69,
71,
73,
74,
78,
80,
75,
77,
76,
79,
81,
87,
96,
97,
101,
82,
84,
86,
83,
85,
88,
94,
95,
89,
91,
93,
90,
92,
98,
100,
99
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8485
],
[
92,
4875
],
[
92,
10029
],
[
92,
6195
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
61,
8309
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8485
],
[
54,
10028
],
[
4,
10028
],
[
61,
6154
],
[
78,
10028
],
[
67,
215
],
[
4,
10028
],
[
61,
5417
],
[
78,
10028
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8485
],
[
54,
10028
],
[
11,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
61,
6154
],
[
54,
10028
],
[
52,
10028
],
[
83,
10028
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
61,
5417
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
73,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
8309
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8309
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
67,
159
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
]
] |
[
[
"decompress",
"step"
]
] | 102
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
102
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"source"
],
[
"arg",
"hparams"
],
[
"arg",
"__UNK__"
],
[
"arg",
"name"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"multiplier"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"kernel"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"multiplier"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"kernel"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
6,
8,
8,
8,
8,
8,
8,
8,
9,
10,
10,
11,
11,
12,
15,
17,
17,
18,
20,
22,
22,
23,
25,
25,
25,
29,
29,
30,
32,
32,
32,
36,
36,
37,
39,
39,
39,
39,
39,
39,
40,
42,
44,
44,
45,
48,
50,
53,
53,
53,
54,
56,
56,
57,
59,
59,
60,
63,
63,
64,
66,
66,
66,
66,
66,
66,
67,
67,
68,
71,
73,
73,
74,
77,
77,
78,
78,
78,
79,
79,
79,
83,
87,
88,
90,
91,
91,
91,
94,
96,
97
],
[
1,
2,
6,
8,
3,
4,
5,
7,
9,
17,
22,
29,
36,
53,
96,
10,
11,
15,
12,
14,
13,
16,
18,
20,
19,
21,
23,
25,
24,
26,
27,
28,
30,
32,
31,
33,
34,
35,
37,
39,
38,
40,
42,
44,
48,
50,
52,
41,
43,
45,
47,
46,
49,
51,
54,
56,
63,
55,
57,
59,
58,
60,
62,
61,
64,
66,
65,
67,
71,
73,
77,
87,
90,
68,
70,
69,
72,
74,
76,
75,
78,
86,
79,
83,
85,
80,
81,
82,
84,
88,
89,
91,
92,
93,
94,
95,
97,
98
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4875
],
[
92,
6195
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
5401
],
[
78,
10028
],
[
83,
10028
],
[
67,
243
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
5402
],
[
78,
10028
],
[
83,
10028
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3160
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
5401
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
7476
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
3160
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
83,
10028
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
61,
5402
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
61,
5402
],
[
54,
10028
],
[
95,
6195
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
73,
10028
],
[
61,
3160
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
9
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
]
] |
[
[
"compress"
]
] | 99
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
99
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"hparams"
],
[
"arg",
"name"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"k1"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"k2"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"rc"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k2"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Name",
"k2"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
10,
11,
11,
12,
12,
13,
16,
18,
18,
19,
19,
19,
19,
20,
22,
24,
27,
27,
27,
27,
28,
28,
29,
32,
34,
36,
38,
38,
39,
41,
41,
41,
42,
42,
43,
43,
44,
48,
50,
50,
50,
53,
53,
54,
57,
58,
58,
58,
59,
59,
59,
59,
60,
60,
61,
64,
66,
68,
70
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
18,
38,
57,
11,
12,
16,
13,
15,
14,
17,
19,
27,
20,
22,
24,
26,
21,
23,
25,
28,
32,
34,
36,
29,
31,
30,
33,
35,
37,
39,
41,
40,
42,
48,
50,
43,
47,
44,
46,
45,
49,
51,
52,
53,
54,
56,
55,
58,
59,
70,
72,
60,
64,
66,
68,
61,
63,
62,
65,
67,
69,
71
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
4875
],
[
92,
6195
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
3707
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
3649
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
]
] |
[
[
"encode"
]
] | 73
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
73
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"name"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
10,
10,
10,
10,
10,
10,
10,
11,
12,
12,
13,
13,
14,
17,
19,
19,
20,
22,
22,
23,
23,
24,
27,
29,
29,
30,
30,
30,
31,
33,
36,
36,
36,
37,
37,
38,
41,
43,
45,
45,
46,
48,
48,
48,
49,
49,
50,
50,
51,
55,
57,
57,
57,
60,
60,
61,
64,
64,
65,
67,
67,
67,
67,
67,
67,
68,
68,
69,
72,
74,
76,
78,
80,
82,
82,
83,
85,
85,
85,
86,
86,
87,
90,
92,
94,
94,
95,
97,
97,
98,
98,
99,
102,
104,
104,
105,
107,
107,
107,
108,
108,
109,
112,
114,
114,
114,
114,
114,
115,
115,
115,
116,
118,
121,
121,
125,
125,
126,
130,
131
],
[
1,
2,
8,
10,
3,
4,
5,
6,
7,
9,
11,
19,
29,
45,
64,
82,
94,
104,
130,
12,
13,
17,
14,
16,
15,
18,
20,
22,
21,
23,
27,
24,
26,
25,
28,
30,
36,
31,
33,
35,
32,
34,
37,
41,
43,
38,
40,
39,
42,
44,
46,
48,
47,
49,
55,
57,
50,
54,
51,
53,
52,
56,
58,
59,
60,
61,
63,
62,
65,
67,
66,
68,
72,
74,
76,
78,
80,
69,
71,
70,
73,
75,
77,
79,
81,
83,
85,
84,
86,
90,
92,
87,
89,
88,
91,
93,
95,
97,
96,
98,
102,
99,
101,
100,
103,
105,
107,
106,
108,
112,
114,
109,
111,
110,
113,
115,
121,
124,
125,
129,
116,
118,
120,
117,
119,
122,
123,
126,
128,
127,
131,
132
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
8941
],
[
92,
4875
],
[
92,
6195
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
67,
159
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
]
] |
[
[
"decode",
"transformer"
]
] | 133
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
133
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"targets"
],
[
"arg",
"hparams"
],
[
"arg",
"name"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
9,
11,
11,
11,
11,
12,
12,
13,
13,
14,
18,
20,
20,
20,
23,
23,
24,
27,
29,
29,
30,
32,
32,
32,
33,
33,
34,
34,
35,
39,
40,
40,
41,
41,
42,
45,
47,
48,
50,
51
],
[
1,
2,
6,
8,
29,
50,
3,
4,
5,
7,
9,
11,
10,
12,
18,
20,
27,
13,
17,
14,
16,
15,
19,
21,
22,
23,
24,
26,
25,
28,
30,
32,
31,
33,
39,
47,
34,
38,
35,
37,
36,
40,
41,
45,
42,
44,
43,
46,
48,
49,
51,
52
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
5488
],
[
18,
10028
],
[
8,
8691
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
5730
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
5754
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"get",
"latent",
"pred",
"loss"
]
] | 53
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
53
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"labels"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stop_gradient"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"logits"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
]
] |
[
[
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,
2,
2,
2,
2,
2,
2,
9,
11,
11,
12,
14,
14,
15,
15,
16,
19,
21,
21,
22,
22,
22,
23,
25,
28,
28,
28,
28,
28,
29,
31,
33,
35,
38,
38,
39,
41,
41,
41,
41,
44,
44,
45,
45,
46,
50,
50,
51,
51,
52,
56,
56,
57,
59,
59,
59,
60,
60,
61,
64,
64,
64,
65,
67,
70,
72,
72,
73,
73,
73,
74,
76,
79,
79,
79,
79,
80,
80,
81,
84,
86,
88,
89,
89,
89,
92,
92,
93,
96,
96,
97,
99,
99,
99,
99,
100,
102,
104,
107,
107,
107,
107,
107,
107,
107,
107,
107,
107,
107,
107,
107,
107,
107,
107,
108,
108,
108,
109,
109,
110,
114,
114,
115,
115,
116,
116,
117,
122,
122,
123,
123,
123,
124,
126,
129,
129,
129,
130,
132,
133,
135,
136,
138,
138,
139,
141,
141,
141,
142,
144,
146,
147,
149,
149,
150,
152,
152,
152,
153,
156,
156,
157,
157,
158,
161,
161,
161,
162,
165,
167,
167,
168,
170,
170,
170,
171,
171,
172,
175,
177,
178,
178,
181,
182,
182,
182,
183,
183,
184,
184,
185,
190,
190,
190,
191,
191,
192,
195,
195,
195,
196,
198,
198,
198,
200,
204,
204,
205,
205,
209,
209,
210,
210,
210,
211,
213,
216,
218,
218,
219,
221,
221,
221,
221,
221,
221,
222,
224,
226,
228,
230,
233,
233,
234,
236,
236,
236,
236,
237,
239,
241,
243,
245,
245,
246,
246,
246,
247,
249,
252,
252,
253,
253,
254,
257,
259,
259,
260,
262,
262,
262,
263,
263,
264,
264,
265,
268,
270,
273,
273,
274,
276,
276,
276,
277,
277,
278,
281,
283,
284,
286,
286,
287,
289,
289,
290,
290,
291,
294,
294,
294,
295,
297,
297,
297,
297,
299,
300,
305,
305,
306,
306,
306,
307,
311,
311,
312,
314,
314,
314,
314,
314,
314,
315,
317,
319,
321,
323,
325,
327,
327,
328,
330,
330,
330,
331,
331,
332,
335,
337,
338,
338,
338,
341,
341,
342,
345,
345,
346,
348,
348,
349,
351,
353,
353,
354,
356,
358,
358,
359,
361,
361,
361,
362,
362,
363,
367,
367,
367,
367,
367,
371,
371,
372,
376,
376,
377,
379,
379,
379,
380,
382,
382,
382,
382,
384,
385,
385,
385,
386,
386,
386,
387,
387,
388,
388,
389,
392,
394,
402,
402,
403,
405,
405,
405,
406,
406,
406,
407,
407,
408,
411,
413,
413,
413,
413,
413,
414,
414,
414,
418,
418,
418,
422,
422,
422,
426,
426,
426,
432,
434,
434,
434,
434,
434,
435,
437,
437,
438,
440,
440,
441,
444,
444,
445,
447,
447,
447,
448,
448,
448,
449,
449,
450,
454,
458,
458,
459,
461,
461,
461,
461,
461,
461,
462,
464,
467,
467,
467,
471,
473,
473,
473,
476,
478,
478,
479,
481,
481,
481,
481,
481,
482,
484,
486,
488,
488,
488,
489,
493,
493,
493,
496,
498,
498,
499,
501,
501,
502,
502,
503,
506,
506,
507,
510,
510,
510,
511,
514,
514,
515,
515,
516,
519,
519,
519,
520,
520,
521,
526,
526,
527,
529,
529,
529,
530,
530,
531,
534,
534,
534,
535,
535,
536,
539,
543,
543,
544,
544,
544,
545,
545,
546,
550,
550,
551,
551,
552,
552,
553,
558,
558,
559,
562,
562,
563,
565,
565,
565,
566,
566,
567,
570,
572,
572,
573,
573,
574,
577,
577,
577,
578,
578,
579,
579,
580,
583,
585,
586,
586,
590,
590,
591,
593,
593,
593,
594,
594,
595,
598,
598,
599,
599,
600,
603,
606,
606,
607,
609,
609,
609,
610,
610,
610,
611,
614,
617,
617,
617,
618,
618,
618,
621,
624,
626,
626,
627,
629,
629,
629,
629,
629,
629,
630,
632,
634,
636,
638,
641,
641,
642,
644,
644,
644,
645,
645,
646,
649,
649,
650,
653,
653,
654,
654,
655,
658,
659,
659,
660,
660,
661,
665,
665,
665,
666,
666,
666,
667,
669,
673,
673,
674,
674,
675,
678,
680,
681,
681,
681,
681,
682,
684,
686
],
[
1,
2,
9,
11,
21,
38,
56,
72,
96,
107,
353,
358,
376,
402,
434,
498,
510,
526,
543,
562,
590,
606,
626,
641,
665,
680,
3,
4,
5,
6,
7,
8,
10,
12,
14,
13,
15,
19,
16,
18,
17,
20,
22,
28,
23,
25,
27,
24,
26,
29,
31,
33,
35,
37,
30,
32,
34,
36,
39,
41,
40,
42,
43,
44,
50,
45,
49,
46,
48,
47,
51,
55,
52,
54,
53,
57,
59,
58,
60,
64,
70,
61,
63,
62,
65,
67,
69,
66,
68,
71,
73,
79,
74,
76,
78,
75,
77,
80,
84,
86,
88,
81,
83,
82,
85,
87,
89,
90,
91,
92,
93,
95,
94,
97,
99,
98,
100,
102,
104,
106,
101,
103,
105,
108,
122,
138,
149,
167,
181,
209,
218,
233,
245,
259,
273,
286,
305,
327,
345,
109,
113,
114,
110,
112,
111,
115,
121,
116,
120,
117,
119,
118,
123,
129,
124,
126,
128,
125,
127,
130,
132,
135,
131,
133,
134,
136,
137,
139,
141,
140,
142,
144,
146,
143,
145,
147,
148,
150,
152,
151,
153,
155,
156,
154,
157,
161,
158,
160,
159,
162,
164,
165,
163,
166,
168,
170,
169,
171,
175,
177,
172,
174,
173,
176,
178,
179,
180,
182,
183,
189,
190,
184,
188,
185,
187,
186,
191,
195,
204,
192,
194,
193,
196,
198,
203,
197,
199,
200,
202,
201,
205,
208,
206,
207,
210,
216,
211,
213,
215,
212,
214,
217,
219,
221,
220,
222,
224,
226,
228,
230,
232,
223,
225,
227,
229,
231,
234,
236,
235,
237,
239,
241,
243,
238,
240,
242,
244,
246,
252,
247,
249,
251,
248,
250,
253,
257,
254,
256,
255,
258,
260,
262,
261,
263,
270,
272,
264,
268,
265,
267,
266,
269,
271,
274,
276,
275,
277,
281,
283,
278,
280,
279,
282,
284,
285,
287,
289,
288,
290,
294,
291,
293,
292,
295,
297,
304,
296,
298,
299,
302,
303,
300,
301,
306,
311,
307,
309,
310,
308,
312,
314,
313,
315,
317,
319,
321,
323,
325,
316,
318,
320,
322,
324,
326,
328,
330,
329,
331,
335,
337,
332,
334,
333,
336,
338,
339,
340,
341,
342,
344,
343,
346,
348,
347,
349,
351,
350,
352,
354,
356,
355,
357,
359,
361,
360,
362,
366,
367,
363,
365,
364,
368,
369,
370,
371,
375,
372,
374,
373,
377,
379,
378,
380,
382,
401,
381,
383,
384,
399,
400,
385,
386,
397,
398,
387,
394,
396,
388,
392,
389,
391,
390,
393,
395,
403,
405,
404,
406,
431,
432,
407,
411,
413,
408,
410,
409,
412,
414,
418,
422,
426,
430,
415,
416,
417,
419,
420,
421,
423,
424,
425,
427,
428,
429,
433,
435,
437,
444,
458,
478,
436,
438,
440,
439,
441,
443,
442,
445,
447,
446,
448,
456,
457,
449,
453,
454,
450,
452,
451,
455,
459,
461,
460,
462,
464,
466,
467,
471,
473,
463,
465,
468,
469,
470,
472,
474,
475,
476,
477,
479,
481,
480,
482,
484,
486,
488,
493,
483,
485,
487,
489,
491,
492,
490,
494,
495,
496,
497,
499,
501,
500,
502,
506,
503,
505,
504,
507,
509,
508,
511,
513,
514,
512,
515,
519,
516,
518,
517,
520,
524,
525,
521,
523,
522,
527,
529,
528,
530,
534,
542,
531,
533,
532,
535,
539,
541,
536,
538,
537,
540,
544,
558,
545,
549,
550,
546,
548,
547,
551,
557,
552,
556,
553,
555,
554,
559,
561,
560,
563,
565,
564,
566,
570,
572,
567,
569,
568,
571,
573,
577,
574,
576,
575,
578,
585,
589,
579,
583,
580,
582,
581,
584,
586,
587,
588,
591,
593,
592,
594,
598,
605,
595,
597,
596,
599,
603,
600,
602,
601,
604,
607,
609,
608,
610,
616,
617,
611,
613,
614,
612,
615,
618,
623,
624,
619,
620,
621,
622,
625,
627,
629,
628,
630,
632,
634,
636,
638,
640,
631,
633,
635,
637,
639,
642,
644,
643,
645,
649,
653,
646,
648,
647,
650,
652,
651,
654,
658,
655,
657,
656,
659,
660,
664,
661,
663,
662,
666,
672,
673,
667,
669,
671,
668,
670,
674,
678,
675,
677,
676,
679,
681,
682,
684,
686,
688,
683,
685,
687
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8941
],
[
92,
10029
],
[
92,
4875
],
[
92,
2445
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
5131
],
[
78,
10028
],
[
61,
3707
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3772
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5755
],
[
78,
10028
],
[
24,
10028
],
[
79,
4016
],
[
79,
10029
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
130
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
4,
10028
],
[
83,
10028
],
[
61,
8941
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
2904
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
2904
],
[
40,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
65,
10028
],
[
8,
10029
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
9858
],
[
61,
10029
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
8691
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
1978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
2791
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
67,
129
],
[
76,
10028
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
4016
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
4016
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
3760
],
[
78,
10028
],
[
18,
10028
],
[
8,
6843
],
[
61,
4448
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
76,
10028
],
[
76,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
2445
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
2445
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
3760
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6568
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
95,
3438
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
3760
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7090
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
7090
],
[
52,
10028
],
[
67,
159
],
[
67,
171
],
[
67,
159
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7090
],
[
78,
10028
],
[
81,
10028
],
[
61,
7090
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
11,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
76,
10028
],
[
76,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
61,
7090
],
[
54,
10028
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5345
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
80,
10028
],
[
61,
4911
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
67,
159
],
[
83,
10028
],
[
67,
243
],
[
67,
159
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5345
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
20,
10028
],
[
61,
4911
],
[
54,
10028
],
[
38,
10028
],
[
67,
129
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5345
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
32,
10028
],
[
67,
263
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
5896
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
130
],
[
67,
160
],
[
40,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
10029
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
160
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5835
],
[
54,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
5835
],
[
54,
10028
],
[
60,
10028
],
[
61,
8941
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
61,
5835
],
[
54,
10028
],
[
60,
10028
],
[
61,
3218
],
[
54,
10028
],
[
4,
10028
],
[
61,
7723
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
3358
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
9237
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
7723
],
[
54,
10028
],
[
61,
5755
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
],
[
408
],
[
409
],
[
410
],
[
411
],
[
412
],
[
413
],
[
414
],
[
415
],
[
416
],
[
417
],
[
418
],
[
419
],
[
420
],
[
421
],
[
422
],
[
423
],
[
424
],
[
425
],
[
426
],
[
427
],
[
428
],
[
429
],
[
430
],
[
431
],
[
432
],
[
433
],
[
434
],
[
435
],
[
436
],
[
437
],
[
438
],
[
439
],
[
440
],
[
441
],
[
442
],
[
443
],
[
444
],
[
445
],
[
446
],
[
447
],
[
448
],
[
449
],
[
450
],
[
451
],
[
452
],
[
453
],
[
454
],
[
455
],
[
456
],
[
457
],
[
458
],
[
459
],
[
460
],
[
461
],
[
462
],
[
463
],
[
464
],
[
465
],
[
466
],
[
467
],
[
468
],
[
469
],
[
470
],
[
471
],
[
472
],
[
473
],
[
474
],
[
475
],
[
476
],
[
477
],
[
478
],
[
479
],
[
480
],
[
481
],
[
482
],
[
483
],
[
484
],
[
485
],
[
486
],
[
487
],
[
488
],
[
489
],
[
490
],
[
491
],
[
492
],
[
493
],
[
494
],
[
495
],
[
496
],
[
497
],
[
498
],
[
499
],
[
500
],
[
501
],
[
502
],
[
503
],
[
504
],
[
505
],
[
506
],
[
507
],
[
508
],
[
509
],
[
510
],
[
511
],
[
512
],
[
513
],
[
514
],
[
515
],
[
516
],
[
517
],
[
518
],
[
519
],
[
520
],
[
521
],
[
522
],
[
523
],
[
524
],
[
525
],
[
526
],
[
527
],
[
528
],
[
529
],
[
530
],
[
531
],
[
532
],
[
533
],
[
534
],
[
535
],
[
536
],
[
537
],
[
538
],
[
539
],
[
540
],
[
541
],
[
542
],
[
543
],
[
544
],
[
545
],
[
546
],
[
547
],
[
548
],
[
549
],
[
550
],
[
551
],
[
552
],
[
553
],
[
554
],
[
555
],
[
556
],
[
557
],
[
558
],
[
559
],
[
560
],
[
561
],
[
562
],
[
563
],
[
564
],
[
565
],
[
566
],
[
567
],
[
568
],
[
569
],
[
570
],
[
571
],
[
572
],
[
573
],
[
574
],
[
575
],
[
576
],
[
577
],
[
578
],
[
579
],
[
580
],
[
581
],
[
582
],
[
583
],
[
584
],
[
585
],
[
586
],
[
587
],
[
588
],
[
589
],
[
590
],
[
591
],
[
592
],
[
593
],
[
594
],
[
595
],
[
596
],
[
597
],
[
598
],
[
599
],
[
600
],
[
601
],
[
602
],
[
603
],
[
604
],
[
605
],
[
606
],
[
607
],
[
608
],
[
609
],
[
610
],
[
611
],
[
612
],
[
613
],
[
614
],
[
615
],
[
616
],
[
617
],
[
618
],
[
619
],
[
620
],
[
621
],
[
622
],
[
623
],
[
624
],
[
625
],
[
626
],
[
627
],
[
628
],
[
629
],
[
630
],
[
631
],
[
632
],
[
633
],
[
634
],
[
635
],
[
636
],
[
637
],
[
638
],
[
639
],
[
640
],
[
641
],
[
642
],
[
643
],
[
644
],
[
645
],
[
646
],
[
647
],
[
648
],
[
649
],
[
650
],
[
651
],
[
652
],
[
653
],
[
654
],
[
655
],
[
656
],
[
657
],
[
658
],
[
659
],
[
660
],
[
661
],
[
662
],
[
663
],
[
664
],
[
665
],
[
666
],
[
667
],
[
668
],
[
669
],
[
670
],
[
671
],
[
672
],
[
673
],
[
674
],
[
675
],
[
676
],
[
677
],
[
678
],
[
679
],
[
680
],
[
681
],
[
682
],
[
683
],
[
684
],
[
685
],
[
686
],
[
687
],
[
688
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
7
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
5
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
6
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
8
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"ae",
"transformer",
"internal"
]
] | 689
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
689
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"targets"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"cache"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"encode"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"extra"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"compress"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"compress"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NotEq",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"x"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stop_gradient"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"argmax"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"codes"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"extra"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"extra"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"partial"
],
[
"Name",
"functools"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"one_hot"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"depth"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"pos"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"pos"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1000"
],
[
"Num",
"1"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"pos"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"pos"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"pos"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"j"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"0"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FloorDiv",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"maximum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Num",
"1.0"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"res"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decoder"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"train"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
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,
3,
5,
5,
6,
8,
9,
9,
10,
13,
13,
14,
14,
15,
19,
19,
20,
20,
21,
25,
25,
26,
26,
27,
31,
31,
32,
32,
33,
37,
37,
38,
38,
39,
43,
43,
44,
44,
45,
49,
49,
50,
50,
51,
55,
55,
56,
56,
57,
61,
61,
62,
62,
63,
67,
67,
68,
68,
69,
73,
73,
74,
74,
75,
79,
79,
80,
80,
81,
85,
86,
86,
86,
87,
87,
88,
93,
94,
94,
94,
95,
95,
96,
101,
102,
102,
102,
103,
103,
104,
109,
110,
110,
110,
111,
111,
112,
117,
118,
118,
118,
119,
119,
120,
125,
126,
126,
126,
127,
127,
128,
133,
134,
134,
134,
135,
135,
136,
141,
142,
142,
142,
143,
143,
144,
149,
150
],
[
1,
2,
3,
5,
13,
19,
25,
31,
37,
43,
49,
55,
61,
67,
73,
79,
85,
93,
101,
109,
117,
125,
133,
141,
149,
4,
6,
8,
7,
9,
10,
12,
11,
14,
18,
15,
17,
16,
20,
24,
21,
23,
22,
26,
30,
27,
29,
28,
32,
36,
33,
35,
34,
38,
42,
39,
41,
40,
44,
48,
45,
47,
46,
50,
54,
51,
53,
52,
56,
60,
57,
59,
58,
62,
66,
63,
65,
64,
68,
72,
69,
71,
70,
74,
78,
75,
77,
76,
80,
84,
81,
83,
82,
86,
87,
91,
92,
88,
90,
89,
94,
95,
99,
100,
96,
98,
97,
102,
103,
107,
108,
104,
106,
105,
110,
111,
115,
116,
112,
114,
113,
118,
119,
123,
124,
120,
122,
121,
126,
127,
131,
132,
128,
130,
129,
134,
135,
139,
140,
136,
138,
137,
142,
143,
147,
148,
144,
146,
145,
150,
151
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
211
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
154
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
186
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
243
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
2241
],
[
67,
144
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
3852
],
[
67,
207
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
3347
],
[
67,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
6472
],
[
67,
167
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
10029
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"nat",
"small"
]
] | 152
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
152
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1e-09"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.9"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"12"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"3"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"beta"
],
[
"Num",
"0.25"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"epsilon"
],
[
"Num",
"1e-05"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decay"
],
[
"Num",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"num_samples"
],
[
"Num",
"10"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
36
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
37
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
294
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"nat",
"base"
]
] | 38
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
38
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"6"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
41,
42,
42,
43,
47,
48
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
46,
43,
45,
44,
48,
49
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
294
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
145
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"nat",
"big"
]
] | 50
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
50
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"6"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.3"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
11,
11,
11,
12,
16,
16,
17,
19,
21,
22,
22,
23,
23,
24,
27,
27,
27,
28,
28,
29,
29,
30,
33,
35,
36,
36,
37,
41,
41,
42,
44,
44,
45,
45,
46,
49,
49,
50,
53,
54,
54,
54,
55,
55,
55,
56,
56,
57,
60,
62,
64
],
[
1,
2,
8,
10,
21,
41,
53,
3,
4,
5,
6,
7,
9,
11,
16,
12,
14,
15,
13,
17,
19,
18,
20,
22,
23,
27,
24,
26,
25,
28,
35,
40,
29,
33,
30,
32,
31,
34,
36,
37,
39,
38,
42,
44,
43,
45,
49,
46,
48,
47,
50,
52,
51,
54,
55,
64,
66,
56,
60,
62,
57,
59,
58,
61,
63,
65
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4002
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
8,
530
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6255
],
[
78,
10028
],
[
18,
10028
],
[
8,
1020
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
77,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
18,
10028
],
[
8,
5092
],
[
61,
6255
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6255
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
]
] |
[
[
"policy",
"net"
]
] | 67
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
67
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extend"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Dense"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"net"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Serial"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"initialize"
],
[
"Name",
"net"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"net"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
11,
13,
13,
14,
14,
14,
15,
19,
19,
20,
22,
24,
25,
25,
26,
26,
27,
30,
30,
31,
31,
32,
32,
33,
38,
38,
39,
41,
41,
42,
42,
43,
46,
46,
47,
50,
51,
51,
51,
52,
52,
52,
53,
53,
54,
57,
59,
61
],
[
1,
2,
8,
10,
13,
24,
38,
50,
3,
4,
5,
6,
7,
9,
11,
12,
14,
19,
15,
17,
18,
16,
20,
22,
21,
23,
25,
26,
30,
27,
29,
28,
31,
37,
32,
36,
33,
35,
34,
39,
41,
40,
42,
46,
43,
45,
44,
47,
49,
48,
51,
52,
61,
63,
53,
57,
59,
54,
56,
55,
58,
60,
62
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
23,
10028
],
[
61,
10029
],
[
22,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4002
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
8,
530
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
6255
],
[
78,
10028
],
[
18,
10028
],
[
8,
1020
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
77,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
18,
10028
],
[
8,
5092
],
[
61,
6255
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6255
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
]
] |
[
[
"value",
"net"
]
] | 64
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
64
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Delete",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Del",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extend"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Dense"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"net"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Serial"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"initialize"
],
[
"Name",
"net"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"net"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
11,
13,
15,
15,
16,
16,
16,
17,
21,
22,
22,
23,
23,
24,
27,
29,
30,
30,
31,
31,
32,
35,
35,
35,
36,
37,
37,
38,
41,
41,
41,
42,
42,
43,
46,
46,
46,
47,
47,
48,
51,
51,
52,
52,
53,
56,
58,
59,
59,
60,
63,
63,
64,
64,
65,
70,
70,
71,
73,
73,
74,
74,
75,
78,
78,
79,
82,
83,
83,
83,
84,
84,
84,
85,
85,
86,
89,
91,
93
],
[
1,
2,
8,
10,
15,
29,
70,
82,
3,
4,
5,
6,
7,
9,
11,
13,
12,
14,
16,
21,
17,
19,
20,
18,
22,
23,
27,
24,
26,
25,
28,
30,
31,
35,
32,
34,
33,
36,
41,
69,
37,
38,
40,
39,
42,
46,
63,
43,
45,
44,
47,
51,
58,
48,
50,
49,
52,
56,
53,
55,
54,
57,
59,
60,
62,
61,
64,
68,
65,
67,
66,
71,
73,
72,
74,
78,
75,
77,
76,
79,
81,
80,
83,
84,
93,
95,
85,
89,
91,
86,
88,
87,
90,
92,
94
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4002
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4002
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
1020
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
530
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
530
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
6255
],
[
78,
10028
],
[
18,
10028
],
[
8,
1020
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
77,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
18,
10028
],
[
8,
5092
],
[
61,
6255
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6255
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
]
] |
[
[
"policy",
"and",
"value",
"net"
]
] | 96
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
96
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extend"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extend"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Serial"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Dense"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Dense"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"net"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Serial"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"initialize"
],
[
"Name",
"net"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"net"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
6,
8,
8,
8,
8,
9,
9,
9,
10,
12,
15,
15,
16,
18,
20,
20,
21,
21,
23,
26,
26,
26,
27,
27,
29,
29,
29,
30,
32,
34,
34,
34,
35,
37,
40,
41,
41,
41,
41,
41,
41,
42,
42,
43,
47,
49,
51,
51,
52,
55,
55,
56,
56,
57,
60,
62,
62,
62,
63,
63,
63,
64,
66,
69,
69,
70,
72,
74,
75,
75,
75,
75,
75,
75,
76,
76,
77,
81,
83,
85,
87,
87,
88,
88,
89,
92
],
[
1,
2,
6,
8,
3,
4,
5,
7,
9,
15,
20,
26,
10,
12,
14,
11,
13,
16,
18,
17,
19,
21,
25,
22,
23,
24,
27,
40,
62,
28,
29,
30,
32,
34,
31,
33,
35,
37,
39,
36,
38,
41,
42,
46,
47,
49,
51,
55,
43,
45,
44,
48,
50,
52,
54,
53,
56,
60,
57,
59,
58,
61,
63,
69,
74,
64,
66,
68,
65,
67,
70,
72,
71,
73,
75,
76,
80,
81,
83,
85,
87,
77,
79,
78,
82,
84,
86,
88,
92,
89,
91,
90,
93
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
6802
],
[
92,
6195
],
[
79,
6802
],
[
30,
10028
],
[
79,
10029
],
[
33,
10028
],
[
83,
10028
],
[
61,
4911
],
[
78,
10028
],
[
61,
6789
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3829
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
6789
],
[
54,
10028
],
[
21,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
61,
5286
],
[
54,
10028
],
[
61,
6789
],
[
54,
10028
],
[
83,
10028
],
[
61,
5631
],
[
54,
10028
],
[
61,
9316
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
6195
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
8,
8309
],
[
61,
6789
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
2000
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
6789
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
5345
],
[
78,
10028
],
[
61,
6735
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3829
],
[
54,
10028
],
[
61,
6789
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
6195
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
5345
],
[
54,
10028
],
[
18,
10028
],
[
8,
2000
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
6735
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
]
] |
[
[
"log",
"params"
]
] | 94
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
94
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"params"
],
[
"arg",
"name"
],
[
"Str",
"params"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Name",
"param"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"enumerate"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"param"
],
[
"Load",
"__NONE__"
],
[
"Continue",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"isinstance"
],
[
"Load",
"__NONE__"
],
[
"Name",
"param"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"list"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tuple"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"param"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"array"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"param"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"j"
],
[
"Store",
"__NONE__"
],
[
"Name",
"p"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"enumerate"
],
[
"Load",
"__NONE__"
],
[
"Name",
"param"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"array"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"p"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
13,
15,
15,
16,
18,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
21,
23,
23,
24,
26,
28,
28,
29,
31,
32,
32,
33,
36,
36,
37,
39,
41,
41,
42,
44,
46,
46,
47,
50,
50,
51,
53,
54,
54,
55,
58,
58,
59,
61,
61,
61,
62,
64,
64,
64,
65,
66,
66,
67,
70,
71,
71,
72,
77,
77,
78,
81,
81,
81,
81,
81,
81,
81,
81,
81,
81,
81,
81,
81,
82,
82,
82,
84,
84,
86,
88,
88,
88,
90,
90,
92,
94,
94,
94,
95,
95,
95,
96,
96,
97,
100,
104,
106,
106,
107,
109,
110,
110,
111,
114,
114,
115,
117,
117,
118,
120,
122,
122,
123,
125,
125,
125,
126,
126,
126,
127,
127,
128,
131,
133,
135,
136,
136,
140,
140,
141,
144,
144,
144,
145,
145,
145,
146,
150,
150,
151,
153,
153,
154,
154,
155,
158,
160,
160,
160,
161,
161,
161,
162,
166,
166,
166,
167,
167,
167,
168,
169,
169,
170,
170,
171,
176,
178,
178,
179,
181,
181,
181,
182,
182,
183,
183,
184,
189,
190,
190,
191,
193,
195,
195,
196,
198,
198,
199,
199,
200,
203,
205,
205,
205,
205,
206,
206,
206,
207,
211,
211,
212,
214,
214,
215,
215,
216,
219,
221,
221,
222,
224,
224,
225,
225,
226,
229,
229,
229,
230,
230,
230,
231,
231,
232,
232,
233,
238,
242,
243,
243,
244,
246,
246,
246,
249,
251,
251,
252,
252,
253,
255,
255,
256,
258,
260,
260,
260,
260,
260,
260,
260,
260,
261,
263,
264,
264,
264,
265,
265,
266,
270,
272,
273,
273,
273,
274,
274,
275,
279,
279,
280,
283,
284,
284,
284,
285,
285,
286,
290,
292,
293,
293,
293,
294,
294,
295,
299,
299,
300,
303,
304,
304,
304,
305,
305,
306,
310,
312,
313,
313,
313,
314,
314,
315,
319,
321,
322,
324,
324,
325,
325,
325,
325,
325,
326,
328,
330,
332,
335,
335,
336,
336,
337,
340,
342,
342,
343,
345,
345,
345,
346,
346,
347,
350,
350,
350,
351,
353,
353,
353,
354,
356,
356,
356,
357,
358,
358,
359,
362,
363,
363,
364,
370,
372,
373,
373,
374,
374,
375,
378,
380,
381,
381,
382,
382,
383,
386,
388,
388,
388,
389,
393,
394,
394,
394,
394,
394,
394,
395,
395,
396,
401,
403,
405,
405,
406,
408,
410,
411,
411,
411,
411,
411,
412,
412,
413,
418,
420,
420,
421,
423,
425,
426,
426,
426,
428,
430,
430,
430,
432,
434,
434,
434,
435,
438,
438,
438,
439,
439,
440,
443,
446,
446,
447,
449,
449,
449,
450,
450,
451,
454,
456,
458,
459,
459,
460,
460,
461,
464,
464,
464,
464,
465,
467,
467,
468,
468,
469,
472,
474,
474,
475,
475,
476,
479,
482,
483
],
[
1,
2,
13,
15,
20,
482,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
16,
18,
17,
19,
21,
23,
28,
36,
41,
46,
50,
58,
77,
81,
410,
425,
446,
458,
22,
24,
26,
25,
27,
29,
31,
30,
32,
33,
35,
34,
37,
39,
38,
40,
42,
44,
43,
45,
47,
49,
48,
51,
53,
52,
54,
55,
57,
56,
59,
61,
60,
62,
64,
76,
63,
65,
70,
75,
66,
67,
69,
68,
71,
72,
74,
73,
78,
80,
79,
82,
106,
114,
122,
140,
144,
251,
324,
342,
372,
380,
388,
393,
83,
84,
88,
85,
86,
87,
89,
90,
94,
91,
92,
93,
95,
103,
104,
96,
100,
102,
97,
99,
98,
101,
105,
107,
109,
108,
110,
111,
113,
112,
115,
117,
116,
118,
120,
119,
121,
123,
125,
124,
126,
135,
139,
127,
131,
133,
128,
130,
129,
132,
134,
136,
137,
138,
141,
143,
142,
145,
150,
160,
146,
148,
149,
147,
151,
153,
152,
154,
158,
155,
157,
156,
159,
161,
166,
205,
162,
164,
165,
163,
167,
178,
195,
168,
175,
176,
169,
170,
174,
171,
173,
172,
177,
179,
181,
180,
182,
188,
189,
183,
187,
184,
186,
185,
190,
191,
193,
192,
194,
196,
198,
197,
199,
203,
200,
202,
201,
204,
206,
211,
221,
242,
207,
209,
210,
208,
212,
214,
213,
215,
219,
216,
218,
217,
220,
222,
224,
223,
225,
229,
226,
228,
227,
230,
240,
241,
231,
237,
238,
232,
236,
233,
235,
234,
239,
243,
244,
246,
245,
247,
248,
249,
250,
252,
260,
253,
255,
254,
256,
258,
257,
259,
261,
263,
272,
283,
292,
303,
312,
321,
262,
264,
265,
269,
270,
266,
268,
267,
271,
273,
274,
278,
279,
275,
277,
276,
280,
282,
281,
284,
285,
289,
290,
286,
288,
287,
291,
293,
294,
298,
299,
295,
297,
296,
300,
302,
301,
304,
305,
309,
310,
306,
308,
307,
311,
313,
314,
318,
319,
315,
317,
316,
320,
322,
323,
325,
335,
326,
328,
330,
332,
334,
327,
329,
331,
333,
336,
340,
337,
339,
338,
341,
343,
345,
344,
346,
350,
370,
347,
349,
348,
351,
353,
369,
352,
354,
356,
368,
355,
357,
362,
367,
358,
359,
361,
360,
363,
364,
366,
365,
371,
373,
374,
378,
375,
377,
376,
379,
381,
382,
386,
383,
385,
384,
387,
389,
391,
392,
390,
394,
395,
399,
400,
401,
403,
405,
396,
398,
397,
402,
404,
406,
408,
407,
409,
411,
412,
416,
417,
418,
420,
413,
415,
414,
419,
421,
423,
422,
424,
426,
427,
428,
430,
429,
431,
432,
434,
433,
435,
437,
438,
436,
439,
443,
445,
440,
442,
441,
444,
447,
449,
448,
450,
454,
456,
451,
453,
452,
455,
457,
459,
460,
464,
461,
463,
462,
465,
467,
474,
481,
466,
468,
472,
469,
471,
470,
473,
475,
479,
476,
478,
477,
480,
483,
484
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
3831
],
[
92,
10029
],
[
92,
10029
],
[
92,
7061
],
[
92,
10029
],
[
92,
3852
],
[
67,
159
],
[
79,
4704
],
[
62,
10028
],
[
67,
141
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8889
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7841
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
1715
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3621
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
6532
],
[
78,
10028
],
[
18,
10028
],
[
8,
7730
],
[
61,
3831
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
6532
],
[
54,
10028
],
[
31,
10028
],
[
45,
10028
],
[
8,
6318
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
8,
6318
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9304
],
[
78,
10028
],
[
67,
129
],
[
87,
10028
],
[
15,
10028
],
[
1,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
3621
],
[
54,
10028
],
[
15,
10028
],
[
68,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
20,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
55,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7138
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7138
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
7138
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
7061
],
[
54,
10028
],
[
28,
10028
],
[
79,
4704
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
8,
1978
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
7138
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
7061
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
18,
10028
],
[
8,
7444
],
[
8,
7444
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
55,
10028
],
[
61,
3852
],
[
54,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
8,
7442
],
[
8,
7444
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
67,
129
],
[
95,
4830
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
7138
],
[
54,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
8,
1978
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
7138
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
7061
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
7138
],
[
78,
10028
],
[
18,
10028
],
[
8,
3964
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
7138
],
[
54,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
8,
1994
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
20,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
7444
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
61,
7138
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
7061
],
[
54,
10028
],
[
82,
10028
],
[
4,
10028
],
[
61,
1711
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
29,
3862
],
[
61,
1120
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
3862
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
8309
],
[
61,
1711
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
1711
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
8309
],
[
61,
7138
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
7138
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3869
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
72,
10028
],
[
61,
3862
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
6532
],
[
78,
10028
],
[
61,
7840
],
[
78,
10028
],
[
61,
3621
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8677
],
[
61,
3831
],
[
54,
10028
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2913
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
61,
6532
],
[
54,
10028
],
[
31,
10028
],
[
45,
10028
],
[
8,
6318
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
8,
6318
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
7841
],
[
54,
10028
],
[
54,
10028
],
[
61,
7840
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
1715
],
[
54,
10028
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
9,
10028
],
[
61,
9304
],
[
78,
10028
],
[
0,
10028
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
215
],
[
79,
10029
],
[
61,
9304
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
215
],
[
79,
10029
],
[
61,
8880
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8889
],
[
54,
10028
],
[
3,
10028
],
[
15,
10028
],
[
68,
10028
],
[
61,
3621
],
[
54,
10028
],
[
15,
10028
],
[
1,
10028
],
[
61,
10029
],
[
54,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
39,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
7841
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
],
[
408
],
[
409
],
[
410
],
[
411
],
[
412
],
[
413
],
[
414
],
[
415
],
[
416
],
[
417
],
[
418
],
[
419
],
[
420
],
[
421
],
[
422
],
[
423
],
[
424
],
[
425
],
[
426
],
[
427
],
[
428
],
[
429
],
[
430
],
[
431
],
[
432
],
[
433
],
[
434
],
[
435
],
[
436
],
[
437
],
[
438
],
[
439
],
[
440
],
[
441
],
[
442
],
[
443
],
[
444
],
[
445
],
[
446
],
[
447
],
[
448
],
[
449
],
[
450
],
[
451
],
[
452
],
[
453
],
[
454
],
[
455
],
[
456
],
[
457
],
[
458
],
[
459
],
[
460
],
[
461
],
[
462
],
[
463
],
[
464
],
[
465
],
[
466
],
[
467
],
[
468
],
[
469
],
[
470
],
[
471
],
[
472
],
[
473
],
[
474
],
[
475
],
[
476
],
[
477
],
[
478
],
[
479
],
[
480
],
[
481
],
[
482
],
[
483
],
[
484
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
6
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
8
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
9
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
13
],
[
12
],
[
11
],
[
11
],
[
12
],
[
10
],
[
10
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
10
],
[
10
],
[
11
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"collect",
"trajectories"
]
] | 485
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
485
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"env"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"policy"
],
[
"arg",
"__UNK__"
],
[
"arg",
"epsilon"
],
[
"Num",
"1"
],
[
"Str",
"greedy"
],
[
"NameConstant",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t_start"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"done"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"observation"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reset"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"observation"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Attribute",
"newaxis"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Attribute",
"newaxis"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"ts"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"While",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"done"
],
[
"Load",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"policy"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"greedy"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"argmax"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"policy"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"random"
],
[
"Attribute",
"random"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"randint"
],
[
"Attribute",
"random"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"keyword",
"high"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"argmax"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"policy"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"exp"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"argwhere"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"random"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"policy"
],
[
"Load",
"__NONE__"
],
[
"Try",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"ExceptHandler",
"err"
],
[
"Name",
"TypeError"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"err"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"shape"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"shape"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"error"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Raise",
"__NONE__"
],
[
"Name",
"err"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"observation"
],
[
"Store",
"__NONE__"
],
[
"Name",
"reward"
],
[
"Store",
"__NONE__"
],
[
"Name",
"done"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"step"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concatenate"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"observation"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Attribute",
"newaxis"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Attribute",
"newaxis"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"reward"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"ts"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"Str",
"__UNK__"
],
[
"Name",
"ts"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"Str",
"__UNK__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t_start"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Name",
"done"
],
[
"Load",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"GtE",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
10,
10,
10,
11,
11,
11,
12,
15,
15,
16,
19,
19,
20,
22,
22,
23,
23,
24,
28,
28,
28,
29,
29,
29,
30,
33,
33,
34,
37,
37,
38,
40,
40,
41,
41,
42,
46,
46,
46,
47,
47,
47,
48,
51,
51,
52,
55,
55,
56,
59,
59,
60,
63,
64,
64,
64,
65,
69,
70
],
[
1,
2,
4,
6,
10,
63,
69,
3,
5,
7,
9,
8,
11,
19,
28,
12,
14,
15,
13,
16,
18,
17,
20,
22,
21,
23,
27,
24,
26,
25,
29,
37,
46,
30,
32,
33,
31,
34,
36,
35,
38,
40,
39,
41,
45,
42,
44,
43,
47,
55,
59,
48,
50,
51,
49,
52,
54,
53,
56,
58,
57,
60,
62,
61,
64,
65,
67,
68,
66,
70,
71
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
3667
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
3667
],
[
54,
10028
],
[
28,
10028
],
[
8,
9367
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9367
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
67,
129
],
[
40,
10028
],
[
20,
10028
],
[
61,
3667
],
[
54,
10028
],
[
28,
10028
],
[
8,
9364
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9364
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
67,
129
],
[
40,
10028
],
[
20,
10028
],
[
61,
3667
],
[
54,
10028
],
[
28,
10028
],
[
8,
4267
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
129
],
[
3,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"get",
"padding",
"value"
]
] | 72
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
72
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"dtype"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"dtype"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"uint8"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"uint8"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"dtype"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"uint16"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"uint16"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"dtype"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
9,
11,
11,
12,
14,
14,
15,
15,
15,
16,
16,
17,
20,
23,
23,
24,
24,
24,
24,
25,
27,
29,
32,
34,
34,
35,
37,
37,
38,
40,
42,
42,
43,
45,
45,
45,
46,
49,
49,
50,
52,
52,
53,
53,
54,
57,
57,
57,
58,
58,
59,
61,
64,
66,
66,
67,
69,
71,
71,
72,
74,
76,
76,
77,
79,
81,
81,
82,
84,
86,
86,
87,
89,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
91,
92,
92,
92,
92,
93,
95,
97,
100,
102,
102,
103,
105,
105,
105,
106,
106,
106,
107,
112,
112,
112,
113,
113,
114,
117,
120,
121,
121,
122,
122,
123,
126,
128,
128,
128,
128,
128,
128,
129,
129,
129,
130,
134,
135,
135,
136,
136,
137,
140,
142,
143,
143,
144,
144,
145,
148,
150,
151,
151,
152,
152,
153,
156,
158,
159,
159,
160,
160,
161,
164,
164,
164,
165,
165,
166,
169,
171,
172,
172,
173,
177,
177,
178,
180,
180,
181,
181,
181,
181,
183,
188,
188,
188,
189,
191,
191,
192,
194,
194,
194,
195,
195,
196,
201,
202,
202,
203,
203,
204,
207,
207,
207,
207,
212,
212,
213,
215,
215,
216,
218,
220,
220,
221,
223,
223,
224,
226,
226,
227,
230,
230,
231,
233,
233,
234,
236,
236,
237,
240,
240,
241,
243,
243,
244,
246,
246,
247,
250,
250,
251,
253,
253,
253,
253,
254,
254,
255,
258,
260,
262,
264,
265,
265,
266,
266,
267,
270,
272,
273,
273,
273,
275,
275,
275,
276,
276,
277,
282,
282,
282,
283,
283,
284,
289,
289,
290,
292,
292,
293,
293,
293,
293,
295,
300,
300,
301,
303,
303,
303,
303,
304,
304,
305,
308,
310,
312,
314,
315,
315,
316,
316,
317,
320,
322,
322,
323,
325,
325,
325,
325,
326,
326,
327,
330,
332,
334,
336,
337,
337,
338,
338,
339,
342,
344,
344,
345,
347,
347,
347,
348,
348,
349,
352,
354,
355,
355,
356,
359,
360,
360,
361,
361,
362,
365,
365,
365,
365,
366,
366,
367,
370,
373,
375,
376,
376,
376,
376,
376,
376,
377,
379,
379,
380,
380,
381,
384,
386,
386,
387,
387,
388,
391,
393,
393,
394,
394,
395,
398,
400,
400,
401,
401,
402,
405
],
[
1,
2,
6,
8,
34,
42,
66,
71,
76,
81,
86,
91,
375,
3,
4,
5,
7,
9,
11,
10,
12,
14,
13,
15,
23,
16,
20,
22,
17,
19,
18,
21,
24,
32,
25,
27,
29,
31,
26,
28,
30,
33,
35,
37,
36,
38,
40,
39,
41,
43,
45,
44,
46,
48,
49,
47,
50,
52,
51,
53,
57,
54,
56,
55,
58,
63,
64,
59,
61,
60,
62,
65,
67,
69,
68,
70,
72,
74,
73,
75,
77,
79,
78,
80,
82,
84,
83,
85,
87,
89,
88,
90,
92,
100,
102,
120,
128,
177,
188,
212,
220,
230,
240,
250,
264,
272,
289,
300,
314,
322,
336,
344,
359,
93,
95,
97,
99,
94,
96,
98,
101,
103,
105,
104,
106,
111,
112,
107,
109,
110,
108,
113,
117,
119,
114,
116,
115,
118,
121,
122,
126,
123,
125,
124,
127,
129,
134,
142,
150,
158,
176,
130,
132,
133,
131,
135,
136,
140,
137,
139,
138,
141,
143,
144,
148,
145,
147,
146,
149,
151,
152,
156,
153,
155,
154,
157,
159,
160,
164,
161,
163,
162,
165,
169,
171,
166,
168,
167,
170,
172,
173,
175,
174,
178,
180,
179,
181,
187,
182,
183,
185,
186,
184,
189,
191,
201,
190,
192,
194,
193,
195,
199,
200,
196,
198,
197,
202,
203,
207,
204,
206,
205,
208,
209,
210,
211,
213,
215,
214,
216,
218,
217,
219,
221,
223,
222,
224,
226,
225,
227,
229,
228,
231,
233,
232,
234,
236,
235,
237,
239,
238,
241,
243,
242,
244,
246,
245,
247,
249,
248,
251,
253,
252,
254,
258,
260,
262,
255,
257,
256,
259,
261,
263,
265,
266,
270,
267,
269,
268,
271,
273,
274,
275,
282,
276,
280,
281,
277,
279,
278,
283,
287,
288,
284,
286,
285,
290,
292,
291,
293,
299,
294,
295,
297,
298,
296,
301,
303,
302,
304,
308,
310,
312,
305,
307,
306,
309,
311,
313,
315,
316,
320,
317,
319,
318,
321,
323,
325,
324,
326,
330,
332,
334,
327,
329,
328,
331,
333,
335,
337,
338,
342,
339,
341,
340,
343,
345,
347,
346,
348,
352,
354,
349,
351,
350,
353,
355,
356,
358,
357,
360,
361,
365,
362,
364,
363,
366,
370,
372,
373,
367,
369,
368,
371,
374,
376,
377,
379,
386,
393,
400,
407,
378,
380,
384,
381,
383,
382,
385,
387,
391,
388,
390,
389,
392,
394,
398,
395,
397,
396,
399,
401,
405,
402,
404,
403,
406
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
2342
],
[
67,
218
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
8886
],
[
78,
10028
],
[
18,
10028
],
[
61,
5862
],
[
54,
10028
],
[
36,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
7416
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
94,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
7416
],
[
78,
10028
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
2342
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
61,
2342
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
2342
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
18,
10028
],
[
8,
2537
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
4266
],
[
54,
10028
],
[
61,
8886
],
[
54,
10028
],
[
26,
10028
],
[
61,
2342
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
6495
],
[
78,
10028
],
[
61,
1654
],
[
78,
10028
],
[
61,
7416
],
[
78,
10028
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
80,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
6495
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
6495
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
1654
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7416
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
6571
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7416
],
[
54,
10028
],
[
95,
3667
],
[
8,
5158
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
21,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
83,
10028
],
[
67,
129
],
[
61,
10029
],
[
54,
10028
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
11,
10028
],
[
8,
6237
],
[
61,
6495
],
[
54,
10028
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
67,
129
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
9316
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
3667
],
[
61,
6495
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
3667
],
[
61,
1654
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
3667
],
[
61,
7416
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
6495
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
15,
10028
],
[
1,
10028
],
[
20,
10028
],
[
8,
6237
],
[
61,
1654
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
20,
10028
],
[
8,
6237
],
[
61,
7416
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
83,
10028
],
[
83,
10028
],
[
67,
129
],
[
61,
10029
],
[
54,
10028
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
1654
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7416
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6571
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7416
],
[
54,
10028
],
[
95,
3667
],
[
8,
5158
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
129
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
]
] |
[
[
"pad",
"trajectories"
]
] | 408
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
408
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"boundary"
],
[
"Num",
"20"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t_max"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"max"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"r"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"boundary"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Name",
"boundary"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"boundary"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ceil"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"float"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t_max"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"boundary"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"o"
],
[
"Store",
"__NONE__"
],
[
"Name",
"a"
],
[
"Store",
"__NONE__"
],
[
"Name",
"r"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Sub",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"o"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"o"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ones_like"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Continue",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"0"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"ndim"
],
[
"Name",
"o"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"tuple"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"dtype"
],
[
"Name",
"o"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"dtype"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"dtype"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"o"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"ndim"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"ndim"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"0"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ones_like"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
10,
10,
11,
13,
16,
16,
17,
20,
20,
21,
23,
23,
23,
24,
27,
29,
29,
30,
32,
32,
33,
33,
33,
34,
36,
36,
38,
39,
39,
44,
44,
44,
45,
47,
47,
48,
50,
50,
51,
53,
53,
53,
54,
58,
59,
59,
60,
60,
61,
64,
64,
64,
65,
65,
65,
66,
68,
68,
70,
71,
75,
75,
75,
76,
79,
79,
79,
80,
82,
83,
83,
87,
88,
88,
88,
89,
92,
92,
93,
95,
97,
98,
98,
98,
99,
99,
100,
103,
103,
103,
104,
104,
105,
108,
110,
112
],
[
1,
2,
7,
9,
20,
29,
44,
87,
97,
3,
4,
5,
6,
8,
10,
16,
11,
13,
15,
12,
14,
17,
19,
18,
21,
23,
22,
24,
26,
27,
25,
28,
30,
32,
31,
33,
43,
34,
36,
42,
35,
37,
38,
39,
40,
41,
45,
47,
58,
46,
48,
50,
49,
51,
53,
52,
54,
56,
57,
55,
59,
60,
64,
61,
63,
62,
65,
74,
75,
66,
68,
73,
67,
69,
70,
71,
72,
76,
78,
79,
77,
80,
82,
86,
81,
83,
84,
85,
88,
89,
91,
92,
90,
93,
95,
94,
96,
98,
99,
103,
112,
100,
102,
101,
104,
108,
110,
105,
107,
106,
109,
111,
113
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7841
],
[
92,
5835
],
[
92,
4469
],
[
67,
156
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
7841
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
7841
],
[
54,
10028
],
[
60,
10028
],
[
61,
5835
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
61,
7834
],
[
54,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
61,
8880
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
61,
4469
],
[
54,
10028
],
[
60,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
61,
1071
],
[
54,
10028
],
[
28,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
4263
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
95,
2142
],
[
67,
159
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
8
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
10
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
]
] |
[
[
"rewards",
"to",
"go"
]
] | 114
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
114
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"rewards"
],
[
"arg",
"mask"
],
[
"arg",
"gamma"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"reversed"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"flip"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
13,
13,
13,
14,
16,
19,
19,
20,
23,
24,
24,
24,
25,
25,
25,
26,
28,
28,
28,
29,
35,
35,
35,
36,
36,
37,
40,
43,
43,
44,
46,
46,
46,
47,
49,
51,
53,
54,
54,
54,
55,
55,
55,
55,
56,
58,
58,
58,
59,
66,
66,
67,
70,
71,
71,
71,
71,
71,
72,
74,
76,
78,
80
],
[
1,
2,
10,
12,
23,
43,
53,
70,
3,
4,
5,
6,
7,
8,
9,
11,
13,
19,
14,
16,
18,
15,
17,
20,
22,
21,
24,
25,
34,
35,
26,
28,
33,
27,
29,
31,
32,
30,
36,
40,
42,
37,
39,
38,
41,
44,
46,
45,
47,
49,
51,
48,
50,
52,
54,
55,
65,
66,
56,
58,
63,
64,
57,
59,
61,
62,
60,
67,
69,
68,
71,
72,
74,
76,
78,
80,
73,
75,
77,
79,
81
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
6533
],
[
92,
7841
],
[
92,
10029
],
[
92,
4469
],
[
67,
156
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
7841
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
6533
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6533
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7841
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4469
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"value",
"loss"
]
] | 82
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
82
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"observations"
],
[
"arg",
"rewards"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"observations"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"observations"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
11,
11,
11,
12,
14,
17,
17,
18,
21,
22,
22,
22,
23,
23,
23,
24,
26,
30,
30,
31,
34,
35,
35,
35,
36,
36,
36,
36,
37,
39,
39,
39,
40,
47,
47,
48,
51,
51,
52,
54,
54,
54,
55,
55,
56,
59,
61,
63,
63,
64,
66,
66,
66,
67,
67,
67,
68,
70,
70,
72,
73,
73,
78,
80,
80,
81,
83,
83,
83,
83,
84,
86,
88,
90,
91,
93,
93,
94,
96,
96,
96,
97,
97,
97,
98,
101,
105,
106,
106,
106,
107,
107,
108,
108,
109,
112,
115,
115,
116,
116,
117,
120
],
[
1,
2,
8,
10,
21,
34,
51,
63,
80,
93,
105,
3,
4,
5,
6,
7,
9,
11,
17,
12,
14,
16,
13,
15,
18,
20,
19,
22,
23,
29,
30,
24,
26,
28,
25,
27,
31,
33,
32,
35,
36,
46,
47,
37,
39,
44,
45,
38,
40,
42,
43,
41,
48,
50,
49,
52,
54,
53,
55,
59,
61,
56,
58,
57,
60,
62,
64,
66,
65,
67,
77,
78,
68,
70,
76,
69,
71,
72,
73,
74,
75,
79,
81,
83,
82,
84,
86,
88,
90,
85,
87,
89,
91,
92,
94,
96,
95,
97,
103,
104,
98,
100,
101,
99,
102,
106,
107,
114,
115,
108,
112,
109,
111,
110,
113,
116,
120,
117,
119,
118,
121
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
7841
],
[
92,
10029
],
[
92,
4469
],
[
67,
156
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
7841
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7841
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
70,
10028
],
[
67,
215
],
[
73,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
8825
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
5754
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
8825
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
8
],
[
5
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
]
] |
[
[
"value",
"loss",
"given",
"predictions"
]
] | 122
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
122
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"rewards"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"Num",
"2"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sum"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sum"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
11,
13,
15,
15,
16,
16,
16,
17,
19,
22,
22,
23,
26,
26,
26,
27,
29,
29,
30,
32,
34,
35,
35,
36,
36,
37,
40,
40,
40,
41,
41,
41,
42,
42,
42,
43,
45,
45,
47,
48,
52,
52,
52,
53,
56,
56,
56,
57,
59,
59,
61,
62,
62,
62,
63,
69,
69,
69,
70,
72,
72,
74,
75,
78,
79,
79,
79,
80,
80,
81,
81,
82,
82,
83,
86,
90
],
[
1,
2,
8,
10,
15,
26,
78,
3,
4,
5,
6,
7,
9,
11,
13,
12,
14,
16,
22,
17,
19,
21,
18,
20,
23,
25,
24,
27,
29,
34,
28,
30,
32,
31,
33,
35,
36,
40,
37,
39,
38,
41,
68,
69,
42,
51,
52,
43,
45,
50,
44,
46,
47,
48,
49,
53,
55,
56,
54,
57,
59,
67,
58,
60,
61,
62,
63,
65,
66,
64,
70,
72,
77,
71,
73,
74,
75,
76,
79,
80,
89,
90,
81,
88,
82,
86,
83,
85,
84,
87,
91
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
7841
],
[
92,
5835
],
[
92,
4469
],
[
67,
156
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
7841
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
3218
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
7841
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
61,
8880
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
61,
4469
],
[
54,
10028
],
[
60,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
8880
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
80,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
61,
8880
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
11,
10028
],
[
8,
1071
],
[
18,
10028
],
[
8,
2000
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
61,
5835
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
9
],
[
10
],
[
11
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
12
],
[
9
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
4
],
[
4
],
[
5
]
] |
[
[
"deltas"
]
] | 92
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
92
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"rewards"
],
[
"arg",
"mask"
],
[
"arg",
"gamma"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"rewards"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"T"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"array"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
12,
12,
12,
12,
13,
15,
17,
19,
19,
19,
20,
23
],
[
1,
2,
9,
11,
3,
4,
5,
6,
7,
8,
10,
12,
13,
15,
17,
19,
14,
16,
18,
20,
22,
23,
21,
24
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
5835
],
[
92,
5496
],
[
92,
4469
],
[
67,
155
],
[
67,
156
],
[
30,
10028
],
[
79,
10029
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5835
],
[
54,
10028
],
[
11,
10028
],
[
61,
5496
],
[
54,
10028
],
[
60,
10028
],
[
61,
4469
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
]
] |
[
[
"gae",
"advantages"
]
] | 25
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
25
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"mask"
],
[
"arg",
"lambda_"
],
[
"arg",
"gamma"
],
[
"Num",
"0.95"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
8,
8,
9,
11,
14,
14,
15,
18,
19,
19,
19,
20,
20,
20,
21,
23,
23,
23,
24,
30,
30,
30,
31,
31,
32,
35,
38,
39,
39,
39,
40,
42,
43,
43,
43,
43,
44,
44,
44,
45,
45,
46,
46,
47,
50,
52,
52,
54,
57,
57,
58,
58,
59,
62,
64
],
[
1,
2,
5,
7,
18,
38,
3,
4,
6,
8,
14,
9,
11,
13,
10,
12,
15,
17,
16,
19,
20,
29,
30,
21,
23,
28,
22,
24,
26,
27,
25,
31,
35,
37,
32,
34,
33,
36,
39,
40,
42,
67,
41,
43,
44,
57,
64,
66,
45,
52,
56,
46,
50,
47,
49,
48,
51,
53,
54,
55,
58,
62,
59,
61,
60,
63,
65
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
1715
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
1715
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
73,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
83,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
1948
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
394
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
62,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
1948
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
8
],
[
9
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
4
]
] |
[
[
"chosen",
"probabs"
]
] | 68
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
68
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"actions"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"arange"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"arange"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
10,
10,
11,
13,
16,
16,
17,
20,
21,
21,
21,
22,
22,
22,
23,
25,
25,
25,
26,
32,
32,
32,
33,
33,
34,
37,
40,
41,
41,
41,
42,
42,
42,
43,
45,
45,
45,
46,
52,
52,
52,
53,
53,
54,
57,
60,
60,
61,
63,
63,
63,
64,
66,
68,
70,
70,
71,
73,
73,
73,
74,
76,
78,
80,
81,
81,
81,
82,
82,
82,
83,
85,
89,
89,
90,
93,
94,
94,
94,
95,
95,
95,
96,
98,
102,
102,
103,
106,
106,
107,
109,
109,
109,
110,
110,
111,
111,
112,
115,
115,
115,
116,
119,
122,
124,
125,
125,
125,
126,
126,
126,
127,
129,
133,
133,
134,
137,
138
],
[
1,
2,
7,
9,
20,
40,
60,
70,
80,
93,
106,
124,
137,
3,
4,
5,
6,
8,
10,
16,
11,
13,
15,
12,
14,
17,
19,
18,
21,
22,
31,
32,
23,
25,
30,
24,
26,
28,
29,
27,
33,
37,
39,
34,
36,
35,
38,
41,
42,
51,
52,
43,
45,
50,
44,
46,
48,
49,
47,
53,
57,
59,
54,
56,
55,
58,
61,
63,
62,
64,
66,
68,
65,
67,
69,
71,
73,
72,
74,
76,
78,
75,
77,
79,
81,
82,
88,
89,
83,
85,
87,
84,
86,
90,
92,
91,
94,
95,
101,
102,
96,
98,
100,
97,
99,
103,
105,
104,
107,
109,
108,
110,
121,
122,
111,
115,
112,
114,
113,
116,
118,
119,
117,
120,
123,
125,
126,
132,
133,
127,
129,
131,
128,
130,
134,
136,
135,
138,
139
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
1715
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
1715
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
3964
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"compute",
"probab",
"ratios"
]
] | 140
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
140
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"actions"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"exp"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
18,
20,
20,
21,
21,
21,
22,
24,
27,
27,
28,
31,
32,
32,
32,
33,
33,
33,
34,
36,
36,
36,
37,
43,
43,
43,
44,
44,
45,
48,
51,
52,
52,
52,
53,
53,
53,
54,
56,
60,
60,
61,
64,
65,
65,
65,
66,
66,
66,
67,
69,
73,
73,
74,
77,
78,
78,
78,
79,
79,
79,
80,
82,
86,
86,
87,
90,
90,
91,
93,
93,
93,
94,
96,
98,
100,
101,
101,
101,
102,
102,
102,
102,
103,
105,
105,
105,
106,
113,
113,
114,
117,
117,
118,
120,
120,
120,
121,
123,
125,
127,
127,
128,
130,
130,
130,
131,
133,
135,
137,
138,
138,
138,
139,
139,
139,
140,
142,
142,
142,
143,
149,
149,
149,
150,
150,
151,
154,
157,
158,
158,
158,
159,
159,
159,
160,
162,
162,
162,
163,
169,
169,
169,
170,
170,
171,
174,
177,
178,
178,
178,
179,
179,
179,
180,
180,
181,
184,
185,
185,
190,
190,
190,
191,
191,
192,
195,
196,
196,
200,
201,
201,
201,
201,
201,
201,
201,
201,
201,
201,
202,
204,
206,
208,
210,
212,
214,
216,
217,
219,
220,
222,
223
],
[
1,
2,
18,
20,
31,
51,
64,
77,
90,
100,
117,
127,
137,
157,
177,
200,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
19,
21,
27,
22,
24,
26,
23,
25,
28,
30,
29,
32,
33,
42,
43,
34,
36,
41,
35,
37,
39,
40,
38,
44,
48,
50,
45,
47,
46,
49,
52,
53,
59,
60,
54,
56,
58,
55,
57,
61,
63,
62,
65,
66,
72,
73,
67,
69,
71,
68,
70,
74,
76,
75,
78,
79,
85,
86,
80,
82,
84,
81,
83,
87,
89,
88,
91,
93,
92,
94,
96,
98,
95,
97,
99,
101,
102,
112,
113,
103,
105,
110,
111,
104,
106,
108,
109,
107,
114,
116,
115,
118,
120,
119,
121,
123,
125,
122,
124,
126,
128,
130,
129,
131,
133,
135,
132,
134,
136,
138,
139,
148,
149,
140,
142,
147,
141,
143,
145,
146,
144,
150,
154,
156,
151,
153,
152,
155,
158,
159,
168,
169,
160,
162,
167,
161,
163,
165,
166,
164,
170,
174,
176,
171,
173,
172,
175,
178,
179,
189,
190,
180,
184,
188,
181,
183,
182,
185,
186,
187,
191,
195,
199,
192,
194,
193,
196,
197,
198,
201,
202,
204,
206,
208,
210,
212,
214,
216,
219,
222,
203,
205,
207,
209,
211,
213,
215,
217,
218,
220,
221,
223,
224
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4469
],
[
92,
5496
],
[
92,
3852
],
[
67,
156
],
[
67,
155
],
[
67,
143
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
3852
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
]
] |
[
[
"ppo",
"loss"
]
] | 225
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
225
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"arg",
"lambda_"
],
[
"arg",
"epsilon"
],
[
"Num",
"0.99"
],
[
"Num",
"0.95"
],
[
"Num",
"0.2"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
15,
17,
17,
18,
18,
18,
19,
21,
24,
24,
25,
28,
29,
29,
29,
30,
30,
30,
31,
33,
37,
37,
38,
41,
42,
42,
42,
43,
43,
43,
44,
46,
50,
50,
51,
54,
54,
55,
55,
55,
55,
56,
58,
60,
63,
63,
64,
67,
68,
68,
68,
69,
69,
69,
69,
70,
72,
72,
72,
73,
80,
80,
81,
84,
85,
85,
85,
86,
86,
86,
86,
87,
89,
89,
89,
90,
94,
98,
98,
99,
102,
103,
103,
103,
104,
104,
104,
104,
105,
107,
107,
107,
108,
112,
116,
116,
117,
120,
120,
121,
123,
123,
123,
123,
123,
124,
126,
126,
126,
127,
127,
128,
131,
133,
135,
137,
139,
140,
142,
142,
143,
145,
145,
145,
145,
145,
146,
148,
150,
152,
153,
155,
156,
158,
158,
159,
161,
161,
161,
161,
161,
162,
164,
166,
168,
170,
172,
173,
173,
173,
174,
174,
174,
175,
177,
181,
181,
182,
185,
185,
186,
188,
188,
188,
188,
188,
189,
191,
193,
195,
197,
198,
200,
201,
201,
201,
202,
202,
202,
203,
205,
209,
209,
210,
213,
213,
214,
216,
216,
216,
217,
217,
218,
218,
219,
222,
225,
225,
226,
226,
227,
230,
232,
233,
233,
235
],
[
1,
2,
15,
17,
28,
41,
54,
67,
84,
102,
120,
142,
158,
172,
185,
200,
213,
232,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
16,
18,
24,
19,
21,
23,
20,
22,
25,
27,
26,
29,
30,
36,
37,
31,
33,
35,
32,
34,
38,
40,
39,
42,
43,
49,
50,
44,
46,
48,
45,
47,
51,
53,
52,
55,
63,
56,
58,
60,
62,
57,
59,
61,
64,
66,
65,
68,
69,
79,
80,
70,
72,
77,
78,
71,
73,
75,
76,
74,
81,
83,
82,
85,
86,
97,
98,
87,
89,
94,
96,
88,
90,
92,
93,
91,
95,
99,
101,
100,
103,
104,
115,
116,
105,
107,
112,
114,
106,
108,
110,
111,
109,
113,
117,
119,
118,
121,
123,
122,
124,
126,
135,
137,
139,
125,
127,
131,
133,
128,
130,
129,
132,
134,
136,
138,
140,
141,
143,
145,
144,
146,
148,
150,
152,
155,
147,
149,
151,
153,
154,
156,
157,
159,
161,
160,
162,
164,
166,
168,
170,
163,
165,
167,
169,
171,
173,
174,
180,
181,
175,
177,
179,
176,
178,
182,
184,
183,
186,
188,
187,
189,
191,
193,
195,
197,
190,
192,
194,
196,
198,
199,
201,
202,
208,
209,
203,
205,
207,
204,
206,
210,
212,
211,
214,
216,
215,
217,
224,
225,
218,
222,
219,
221,
220,
223,
226,
230,
227,
229,
228,
231,
233,
234,
235,
236
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4469
],
[
92,
5496
],
[
92,
3852
],
[
67,
156
],
[
67,
155
],
[
67,
143
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
348
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
61,
348
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
61,
348
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
3419
],
[
54,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
4,
10028
],
[
61,
7461
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
7461
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6523
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7461
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
3852
],
[
61,
3852
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
6523
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
8825
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
6523
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
8825
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
86,
10028
],
[
85,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
]
] |
[
[
"ppo",
"loss",
"given",
"predictions"
]
] | 237
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
237
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"arg",
"lambda_"
],
[
"arg",
"epsilon"
],
[
"Num",
"0.99"
],
[
"Num",
"0.95"
],
[
"Num",
"0.2"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"A"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"A"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"A"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"deltas"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"ratios"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"ratios"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"objective"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ratios"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"objective"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sum"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"objective"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sum"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
19,
21,
21,
22,
24,
24,
24,
24,
24,
25,
27,
29,
31,
33,
34,
36,
36,
37,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
40,
42,
44,
46,
48,
50,
52,
54,
55,
57,
58,
60,
61,
63,
63,
64,
67,
68,
68,
68,
68,
68,
69,
69,
69,
70,
70,
70,
71,
74,
74,
74,
75,
78,
81,
81,
81,
82,
85,
87,
89,
91
],
[
1,
2,
19,
21,
36,
63,
67,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
20,
22,
24,
23,
25,
27,
29,
31,
33,
26,
28,
30,
32,
34,
35,
37,
39,
38,
40,
42,
44,
46,
48,
50,
52,
54,
57,
60,
41,
43,
45,
47,
49,
51,
53,
55,
56,
58,
59,
61,
62,
64,
66,
65,
68,
69,
87,
89,
91,
93,
70,
80,
81,
71,
73,
74,
72,
75,
77,
78,
76,
79,
82,
84,
85,
83,
86,
88,
90,
92
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4469
],
[
92,
5496
],
[
92,
3852
],
[
92,
2424
],
[
92,
2425
],
[
67,
156
],
[
67,
155
],
[
67,
143
],
[
67,
160
],
[
67,
135
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
3852
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
130
],
[
73,
10028
],
[
83,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
61,
2424
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
11,
10028
],
[
61,
2425
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"combined",
"loss",
"given",
"predictions"
]
] | 94
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
94
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"arg",
"lambda_"
],
[
"arg",
"epsilon"
],
[
"arg",
"c1"
],
[
"arg",
"c2"
],
[
"Num",
"0.99"
],
[
"Num",
"0.95"
],
[
"Num",
"0.2"
],
[
"Num",
"1.0"
],
[
"Num",
"0.01"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"c1"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"c2"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
20,
22,
22,
23,
23,
23,
24,
26,
29,
29,
29,
30,
32,
34,
36,
36,
37,
37,
37,
38,
40,
43,
43,
43,
44,
46,
48,
50,
51,
51,
51,
51,
51,
51,
51,
51,
51,
51,
51,
51,
52,
54,
56,
58,
60,
62,
64,
66,
67,
69,
70,
72,
73,
75,
76,
78,
79
],
[
1,
2,
20,
22,
36,
50,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
21,
23,
29,
24,
26,
28,
25,
27,
30,
32,
34,
31,
33,
35,
37,
43,
38,
40,
42,
39,
41,
44,
46,
48,
45,
47,
49,
51,
52,
54,
56,
58,
60,
62,
64,
66,
69,
72,
75,
78,
53,
55,
57,
59,
61,
63,
65,
67,
68,
70,
71,
73,
74,
76,
77,
79,
80
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
6299
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4469
],
[
92,
5496
],
[
92,
3852
],
[
92,
2424
],
[
92,
2425
],
[
67,
156
],
[
67,
155
],
[
67,
143
],
[
67,
160
],
[
67,
135
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6299
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2424
],
[
61,
2424
],
[
54,
10028
],
[
95,
2425
],
[
61,
2425
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
3852
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
]
] |
[
[
"combined",
"loss"
]
] | 81
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
81
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"new_params"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"arg",
"lambda_"
],
[
"arg",
"epsilon"
],
[
"arg",
"c1"
],
[
"arg",
"c2"
],
[
"Num",
"0.99"
],
[
"Num",
"0.95"
],
[
"Num",
"0.2"
],
[
"Num",
"1.0"
],
[
"Num",
"0.01"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"new_params"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c1"
],
[
"Name",
"c1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c2"
],
[
"Name",
"c2"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
20,
22,
22,
23,
25,
25,
26,
26,
27,
30,
32,
32,
33,
35,
35,
35,
35,
35,
35,
35,
35,
35,
35,
35,
35,
35,
36,
36,
36,
37,
39,
41,
43,
45,
47,
49,
51,
53,
55,
57,
59,
61,
62,
64,
65,
67,
68,
70,
71,
71,
71,
71,
72,
74,
76,
78
],
[
1,
2,
20,
22,
32,
70,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
21,
23,
25,
24,
26,
30,
27,
29,
28,
31,
33,
35,
34,
36,
43,
45,
47,
49,
51,
53,
55,
57,
59,
61,
64,
67,
37,
39,
41,
38,
40,
42,
44,
46,
48,
50,
52,
54,
56,
58,
60,
62,
63,
65,
66,
68,
69,
71,
72,
74,
76,
78,
73,
75,
77,
79
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4911
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4469
],
[
92,
5496
],
[
92,
3852
],
[
67,
156
],
[
67,
155
],
[
67,
141
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4461
],
[
78,
10028
],
[
18,
10028
],
[
18,
10028
],
[
61,
4688
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
3852
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
4461
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"ppo",
"opt",
"step"
]
] | 80
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
80
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"i"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"arg",
"lambda_"
],
[
"arg",
"epsilon"
],
[
"Num",
"0.99"
],
[
"Num",
"0.95"
],
[
"Num",
"0.1"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"g"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"grad"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"g"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
12,
14,
14,
15,
17,
17,
18,
18,
19,
22,
24,
24,
25,
27,
27,
27,
27,
27,
27,
28,
28,
29,
31,
31,
31,
32,
32,
33,
36,
38,
40,
42,
44,
46,
48,
49,
51,
52,
52,
52,
52,
53,
55,
57,
59
],
[
1,
2,
12,
14,
24,
51,
3,
4,
5,
6,
7,
8,
9,
10,
11,
13,
15,
17,
16,
18,
22,
19,
21,
20,
23,
25,
27,
26,
28,
40,
42,
44,
46,
48,
29,
31,
30,
32,
36,
38,
33,
35,
34,
37,
39,
41,
43,
45,
47,
49,
50,
52,
53,
55,
57,
59,
54,
56,
58,
60
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4911
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4469
],
[
67,
156
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4461
],
[
78,
10028
],
[
18,
10028
],
[
18,
10028
],
[
61,
4688
],
[
54,
10028
],
[
18,
10028
],
[
8,
6843
],
[
61,
4448
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
4461
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"value",
"opt",
"step"
]
] | 61
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
61
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"i"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"gamma"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"g"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"grad"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"partial"
],
[
"Name",
"functools"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"g"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
22,
24,
24,
24,
24,
25,
27,
29,
29,
30,
30,
30,
30,
30,
31,
33,
35,
37,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
41,
43,
45,
47,
49,
51,
53,
55,
57,
58,
60,
61,
63,
64,
66,
67,
69,
70,
72,
73,
75,
75,
76,
78,
78,
79,
79,
80,
83,
85,
85,
86,
88,
88,
89,
89,
90,
92,
94,
96,
97,
97,
97,
97,
98,
100,
102,
104
],
[
1,
2,
22,
24,
75,
85,
96,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20,
21,
23,
25,
27,
29,
72,
26,
28,
30,
40,
31,
33,
35,
37,
39,
32,
34,
36,
38,
41,
43,
45,
47,
49,
51,
53,
55,
57,
60,
63,
66,
69,
42,
44,
46,
48,
50,
52,
54,
56,
58,
59,
61,
62,
64,
65,
67,
68,
70,
71,
73,
74,
76,
78,
77,
79,
83,
80,
82,
81,
84,
86,
88,
87,
89,
94,
90,
92,
91,
93,
95,
97,
98,
100,
102,
104,
99,
101,
103,
105
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4911
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
2424
],
[
92,
2425
],
[
92,
4469
],
[
92,
5496
],
[
92,
3852
],
[
67,
160
],
[
67,
135
],
[
67,
156
],
[
67,
155
],
[
67,
141
],
[
30,
10028
],
[
79,
10029
],
[
35,
10029
],
[
93,
10028
],
[
92,
6802
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
5754
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2424
],
[
61,
2424
],
[
54,
10028
],
[
95,
2425
],
[
61,
2425
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
3852
],
[
54,
10028
],
[
73,
10028
],
[
61,
5754
],
[
54,
10028
],
[
4,
10028
],
[
61,
6299
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4461
],
[
78,
10028
],
[
18,
10028
],
[
18,
10028
],
[
61,
4688
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6299
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
4461
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"policy",
"and",
"value",
"opt",
"step"
]
] | 106
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
106
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"i"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"c1"
],
[
"arg",
"c2"
],
[
"arg",
"gamma"
],
[
"arg",
"lambda_"
],
[
"arg",
"epsilon"
],
[
"Num",
"1.0"
],
[
"Num",
"0.01"
],
[
"Num",
"0.99"
],
[
"Num",
"0.95"
],
[
"Num",
"0.1"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"params"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c1"
],
[
"Name",
"c1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c2"
],
[
"Name",
"c2"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"new_params"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"g"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"grad"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"new_params"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"g"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
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,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
25,
33,
35,
37,
42,
44,
46,
50,
52,
52,
53,
55,
55,
56,
56,
57,
60,
62,
62,
63,
65,
67,
67,
68,
70,
72,
72,
73,
75,
77,
77,
78,
80,
82,
82,
83,
85,
85,
85,
86,
86,
86,
87,
91,
93,
93,
94,
94,
95,
98,
100,
100,
101,
103,
103,
103,
104,
104,
104,
105,
105,
108,
108,
113,
113,
114,
114,
115,
119,
120,
120,
120,
121,
123,
123,
124,
127,
127,
128,
128,
129,
133,
133,
134,
136,
136,
137,
137,
138,
142,
142,
143,
143,
143,
144,
146,
149,
149,
149,
153,
153,
154,
154,
154,
155,
157,
160,
160,
160,
164,
164,
165,
165,
165,
166,
168,
171,
171,
171,
175,
175,
176,
176,
176,
177,
179,
182,
182,
182,
186,
186,
186,
186,
186,
186,
186,
186,
186,
186,
187,
187,
187,
188,
192,
192,
193,
193,
193,
194,
196,
199,
199,
200,
200,
201,
204,
206,
206,
207,
207,
207,
208,
210,
213,
213,
213,
213,
214,
216,
218,
220,
222,
222,
223,
223,
223,
224,
226,
229,
229,
230,
232,
234,
235,
235,
235,
237,
239,
241,
241,
242,
242,
242,
242,
243,
245,
247,
250,
250,
250,
251,
251,
252,
255,
257,
259,
259,
260,
260,
260,
261,
263,
266,
266,
266,
266,
267,
269,
271,
273,
275,
275,
276,
276,
276,
277,
279,
282,
282,
282,
282,
283,
285,
287,
289,
291,
291,
292,
292,
292,
293,
295,
298,
298,
299,
301,
303,
303,
304,
304,
304,
305,
307,
310,
310,
311,
313,
315,
315,
315,
315,
315,
316,
318,
318,
318,
319,
319,
319,
320,
324,
325,
327,
328,
328,
328,
329,
331,
333,
335,
336,
336,
336,
338,
340,
342,
342,
343,
343,
343,
344,
346,
349,
349,
349,
350,
352,
354,
356,
357,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
359,
360,
362,
362,
363,
365,
367,
367,
368,
370,
371,
371,
372,
375,
375,
376,
378,
380,
381,
381,
381,
381,
382,
382,
383,
388,
390,
390,
391,
393,
393,
393,
393,
393,
393,
393,
394,
396,
398,
399,
401,
402,
404,
405,
407,
408,
410,
411,
411,
411,
414,
414,
414,
415,
419,
419,
420,
422,
422,
422,
423,
423,
424,
426,
426,
427,
429,
429,
430,
430,
431,
431,
432,
435,
435,
435,
436,
438,
441,
441,
442,
444,
447,
447,
448,
450,
452,
452,
453,
455,
455,
456,
458,
458,
459,
459,
460,
460,
461,
464,
464,
464,
465,
467,
470,
470,
471,
473,
475,
475,
476,
478,
478,
479,
481,
481,
482,
482,
483,
483,
484,
487,
487,
487,
488,
490,
493,
493,
494,
496,
498,
499,
499,
500,
500,
501,
504,
506,
507,
507,
507,
507,
507,
507,
508,
508,
509,
514,
516,
518,
520,
521,
521,
521,
521,
522,
522,
523,
528,
528,
529,
531,
533,
534,
534,
534,
534,
534,
534,
535,
535,
536,
541,
541,
541,
542,
542,
543,
545,
545,
546,
548,
548,
549,
549,
550,
552,
552,
552,
553,
555,
558,
558,
559,
561,
564,
564,
565,
567,
569,
569,
570,
572,
572,
573,
573,
574,
576,
576,
576,
577,
579,
582,
582,
583,
585,
587,
587,
588,
590,
590,
591,
591,
592,
594,
594,
594,
595,
597,
600,
600,
601,
603,
605,
605,
606,
608,
609,
609,
610,
613,
613,
614,
614,
614,
614,
614,
614,
615,
617,
619,
621,
623,
626,
626,
626,
627,
629,
631,
632,
634,
635,
635,
635,
635,
636,
636,
637,
642,
642,
643,
645,
647,
648,
648,
648,
648,
649,
649,
650,
655,
655,
656,
658,
658,
659,
662,
663,
663,
663,
663,
664,
664,
665,
670,
670,
671,
673,
673,
674,
677,
678,
678,
678,
678,
679,
679,
680,
685,
685,
686,
688,
688,
689,
692,
692,
693,
693,
693,
694,
696,
699,
699,
700,
703,
704,
704,
704,
705,
705,
705,
706,
708,
712,
712,
713,
716,
717,
717,
717,
718,
718,
718,
719,
721,
725,
725,
726,
729,
730,
730,
730,
731,
731,
731,
732,
734,
734,
734,
735,
741,
741,
741,
742,
742,
743,
746,
749,
750,
750,
750,
751,
751,
751,
752,
752,
752,
753,
755,
755,
755,
756,
762,
762,
763,
763,
764,
769,
769,
770,
773,
773,
774,
776,
776,
776,
777,
777,
777,
778,
782,
784,
784,
784,
785,
788,
788,
788,
791,
791,
791,
792,
795,
795,
795,
796,
800,
800,
801,
801,
801,
801,
802,
804,
806,
809,
809,
809,
809,
814,
814,
814,
814,
814,
814,
814,
814,
814,
814,
815,
815,
815,
816,
820,
820,
821,
823,
824,
824,
825,
828,
828,
829,
829,
829,
829,
829,
830,
832,
834,
836,
839,
839,
839,
839,
839,
839,
839,
839,
839,
839,
839,
839,
839,
840,
842,
844,
846,
848,
850,
852,
854,
856,
857,
859,
860,
862,
863,
865,
866,
868,
869,
871,
872,
872,
872,
872,
872,
872,
872,
873,
873,
874,
879,
881,
883,
885,
885,
886,
888,
890,
890,
891,
893,
894,
894,
895,
898,
898,
899,
901,
901,
901,
901,
901,
901,
901,
902,
904,
906,
908,
910,
912,
914,
915,
917,
918,
918,
918,
918,
919,
919,
920,
925,
925,
926,
928,
930,
930,
931,
933,
934,
934,
935,
938,
938,
939,
941,
941,
941,
941,
941,
941,
941,
941,
941,
941,
941,
941,
941,
942,
944,
946,
948,
950,
952,
954,
956,
958,
960,
962,
963,
965,
966,
968,
969,
971,
972,
972,
972,
972,
973,
973,
974,
979,
979,
980,
982,
984,
985,
985,
986,
986,
987,
990,
992,
993,
993,
994,
994,
995,
998,
998,
998,
999,
999,
1003,
1005,
1006,
1006,
1007,
1007,
1008,
1011,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1013,
1014,
1016,
1017,
1017,
1017,
1018,
1018,
1019,
1024,
1024,
1025,
1027,
1028,
1028,
1029,
1032,
1032,
1032,
1032,
1032,
1032,
1032,
1032,
1033,
1035,
1035,
1036,
1038,
1040,
1040,
1041,
1043,
1044,
1044,
1045,
1048,
1048,
1049,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1051,
1052,
1054,
1056,
1058,
1060,
1062,
1064,
1066,
1068,
1070,
1072,
1073,
1075,
1076,
1078,
1079,
1081,
1082,
1084,
1085,
1087,
1087,
1088,
1090,
1091,
1091,
1092,
1095,
1095,
1096,
1098,
1098,
1099,
1099,
1100,
1103,
1105,
1105,
1105,
1105,
1106,
1106,
1106,
1108,
1108,
1108,
1109,
1109,
1109,
1110,
1110,
1110,
1111,
1116,
1120,
1120,
1120,
1121,
1124,
1124,
1124,
1125,
1129,
1129,
1130,
1130,
1130,
1130,
1130,
1131,
1133,
1135,
1137,
1140,
1140,
1140,
1140,
1140,
1140,
1140,
1140,
1140,
1140,
1140,
1140,
1140,
1141,
1143,
1145,
1147,
1149,
1151,
1153,
1155,
1157,
1158,
1160,
1161,
1163,
1164,
1166,
1167,
1169,
1170,
1172,
1173,
1173,
1173,
1173,
1174,
1174,
1175,
1180,
1180,
1180,
1181,
1183,
1185,
1187,
1188,
1188,
1188,
1188,
1188,
1188,
1188,
1189,
1189,
1190,
1195,
1197,
1199,
1201,
1203,
1203,
1204,
1206,
1208,
1209,
1209,
1209,
1209,
1210,
1210,
1211,
1216,
1216,
1216,
1217,
1217,
1217,
1220,
1220,
1220,
1221,
1224,
1227,
1227,
1228,
1228,
1229,
1232,
1234,
1235,
1235,
1235,
1235,
1235,
1235,
1235,
1235,
1235,
1235,
1236,
1236,
1237,
1241,
1243,
1245,
1247,
1249,
1251,
1253,
1255,
1255,
1256,
1258,
1260,
1261,
1261,
1261,
1262,
1262,
1263,
1268,
1268,
1269,
1271,
1272,
1272,
1273,
1276,
1276,
1276,
1276,
1276,
1276,
1276,
1276,
1277,
1279,
1279,
1280,
1282,
1284,
1284,
1285,
1287,
1288,
1288,
1289,
1292,
1292,
1293,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1295,
1296,
1298,
1300,
1302,
1304,
1306,
1308,
1310,
1312,
1314,
1316,
1318,
1320,
1321,
1323,
1324,
1326,
1327,
1329,
1329,
1330,
1332,
1333,
1333,
1334,
1337,
1337,
1338,
1340,
1340,
1341,
1341,
1342,
1345,
1347,
1347,
1347,
1347,
1348,
1348,
1348,
1350,
1350,
1350,
1351,
1351,
1351,
1352,
1352,
1352,
1353,
1358,
1362,
1362,
1362,
1363,
1366,
1366,
1366,
1367,
1371,
1371,
1372,
1374,
1374,
1374,
1374,
1374,
1374,
1374,
1374,
1374,
1374,
1374,
1374,
1374,
1375,
1377,
1379,
1381,
1383,
1385,
1387,
1389,
1391,
1393,
1395,
1396,
1398,
1399,
1401,
1402,
1404,
1405,
1405,
1405,
1405,
1406,
1406,
1407,
1412,
1412,
1412,
1413,
1415,
1417,
1419,
1420,
1420,
1420,
1420,
1420,
1421,
1421,
1422,
1427,
1429,
1431,
1431,
1432,
1434,
1436,
1437,
1437,
1437,
1437,
1438,
1438,
1439,
1444,
1444,
1444,
1445,
1445,
1445,
1448,
1448,
1448,
1449,
1452,
1455,
1455,
1456,
1456,
1457,
1460,
1462,
1463,
1463,
1463,
1464,
1464,
1465,
1470,
1470,
1470,
1470,
1470,
1470,
1470,
1471,
1473,
1473,
1474,
1476,
1478,
1478,
1479,
1481,
1482,
1482,
1483,
1486,
1486,
1487,
1489,
1489,
1489,
1489,
1489,
1489,
1489,
1489,
1489,
1490,
1492,
1494,
1496,
1498,
1500,
1502,
1504,
1506,
1507,
1509,
1509,
1510,
1512,
1513,
1513,
1514,
1517,
1517,
1518,
1520,
1520,
1521,
1521,
1522,
1525,
1527,
1527,
1527,
1527,
1528,
1528,
1528,
1530,
1530,
1530,
1531,
1531,
1531,
1532,
1532,
1532,
1533,
1538,
1542,
1542,
1542,
1543,
1546,
1546,
1546,
1547,
1551,
1551,
1552,
1554,
1554,
1554,
1554,
1554,
1554,
1554,
1555,
1557,
1559,
1561,
1563,
1565,
1567,
1568,
1570,
1571,
1571,
1571,
1571,
1572,
1572,
1573,
1578,
1578,
1578,
1579,
1581,
1583,
1585,
1586,
1586,
1586,
1586,
1586,
1587,
1587,
1588,
1593,
1595,
1597,
1598,
1598,
1598,
1598,
1599,
1599,
1600,
1605,
1605,
1605,
1606,
1606,
1606,
1609,
1609,
1609,
1610,
1613,
1616,
1616,
1617,
1617,
1618,
1621,
1623,
1624,
1624,
1624,
1624,
1625,
1625,
1626,
1631,
1631,
1632,
1634,
1636,
1636,
1637,
1639,
1639,
1640,
1640,
1641,
1644,
1646,
1646,
1647,
1649,
1649,
1650,
1650,
1651,
1654,
1656,
1657,
1657,
1657,
1657,
1657,
1657,
1657,
1657,
1657,
1658,
1658,
1659,
1663,
1665,
1667,
1669,
1671,
1673,
1675,
1675,
1676,
1678,
1680,
1680,
1681,
1683,
1684,
1684,
1684,
1685,
1687,
1690,
1690,
1691,
1693,
1694,
1694,
1694,
1695,
1697,
1700,
1700,
1701,
1703,
1704,
1704,
1704,
1705,
1707,
1710,
1710,
1711,
1713,
1714,
1714,
1714,
1714,
1715,
1715,
1716,
1721,
1721,
1722,
1722,
1723,
1726,
1728,
1728,
1729,
1731,
1732,
1732,
1732,
1732,
1733,
1733,
1734,
1739,
1739,
1740,
1740,
1741,
1744,
1746,
1746,
1747,
1749,
1750,
1750,
1750,
1750,
1751,
1751,
1752,
1757,
1759,
1760,
1760,
1760,
1760,
1760,
1761,
1761,
1761,
1762,
1764,
1767,
1769,
1769,
1770,
1770,
1771,
1774,
1776,
1776,
1777,
1777,
1778,
1781
],
[
1,
2,
50,
52,
62,
67,
72,
77,
82,
100,
119,
133,
142,
153,
164,
175,
186,
315,
359,
1680,
1690,
1700,
1710,
1728,
1746,
1759,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
20,
21,
22,
23,
24,
25,
27,
28,
29,
30,
31,
32,
33,
35,
37,
39,
40,
41,
42,
44,
46,
48,
49,
26,
34,
36,
38,
43,
45,
47,
51,
53,
55,
54,
56,
60,
57,
59,
58,
61,
63,
65,
64,
66,
68,
70,
69,
71,
73,
75,
74,
76,
78,
80,
79,
81,
83,
85,
84,
86,
91,
93,
87,
89,
90,
88,
92,
94,
98,
95,
97,
96,
99,
101,
103,
102,
104,
112,
113,
105,
108,
111,
106,
107,
109,
110,
114,
118,
115,
117,
116,
120,
121,
123,
127,
122,
124,
126,
125,
128,
132,
129,
131,
130,
134,
136,
135,
137,
141,
138,
140,
139,
143,
149,
144,
146,
148,
145,
147,
150,
151,
152,
154,
160,
155,
157,
159,
156,
158,
161,
162,
163,
165,
171,
166,
168,
170,
167,
169,
172,
173,
174,
176,
182,
177,
179,
181,
178,
180,
183,
184,
185,
187,
192,
206,
222,
234,
241,
259,
275,
291,
303,
188,
190,
191,
189,
193,
199,
194,
196,
198,
195,
197,
200,
204,
201,
203,
202,
205,
207,
213,
208,
210,
212,
209,
211,
214,
216,
218,
220,
215,
217,
219,
221,
223,
229,
224,
226,
228,
225,
227,
230,
232,
231,
233,
235,
236,
237,
239,
238,
240,
242,
250,
243,
245,
247,
249,
244,
246,
248,
251,
255,
257,
252,
254,
253,
256,
258,
260,
266,
261,
263,
265,
262,
264,
267,
269,
271,
273,
268,
270,
272,
274,
276,
282,
277,
279,
281,
278,
280,
283,
285,
287,
289,
284,
286,
288,
290,
292,
298,
293,
295,
297,
294,
296,
299,
301,
300,
302,
304,
310,
305,
307,
309,
306,
308,
311,
313,
312,
314,
316,
318,
335,
342,
356,
317,
319,
324,
327,
320,
322,
323,
321,
325,
326,
328,
329,
331,
333,
330,
332,
334,
336,
337,
338,
340,
339,
341,
343,
349,
344,
346,
348,
345,
347,
350,
352,
354,
351,
353,
355,
357,
358,
360,
362,
367,
375,
380,
390,
419,
452,
475,
498,
506,
520,
533,
605,
613,
634,
647,
662,
677,
692,
703,
716,
729,
749,
773,
800,
814,
984,
992,
1005,
1013,
361,
363,
365,
364,
366,
368,
370,
369,
371,
372,
374,
373,
376,
378,
377,
379,
381,
382,
386,
387,
388,
383,
385,
384,
389,
391,
393,
392,
394,
396,
398,
401,
404,
407,
410,
395,
397,
399,
400,
402,
403,
405,
406,
408,
409,
411,
412,
413,
414,
415,
417,
418,
416,
420,
422,
421,
423,
446,
447,
424,
426,
425,
427,
429,
428,
430,
441,
431,
435,
432,
434,
433,
436,
438,
440,
437,
439,
442,
444,
443,
445,
448,
450,
449,
451,
453,
455,
454,
456,
458,
457,
459,
470,
460,
464,
461,
463,
462,
465,
467,
469,
466,
468,
471,
473,
472,
474,
476,
478,
477,
479,
481,
480,
482,
493,
483,
487,
484,
486,
485,
488,
490,
492,
489,
491,
494,
496,
495,
497,
499,
500,
504,
501,
503,
502,
505,
507,
508,
512,
513,
514,
516,
518,
509,
511,
510,
515,
517,
519,
521,
522,
526,
527,
528,
523,
525,
524,
529,
531,
530,
532,
534,
535,
539,
540,
541,
569,
587,
536,
538,
537,
542,
563,
564,
543,
545,
544,
546,
548,
547,
549,
558,
550,
552,
551,
553,
555,
557,
554,
556,
559,
561,
560,
562,
565,
567,
566,
568,
570,
572,
571,
573,
582,
574,
576,
575,
577,
579,
581,
578,
580,
583,
585,
584,
586,
588,
590,
589,
591,
600,
592,
594,
593,
595,
597,
599,
596,
598,
601,
603,
602,
604,
606,
608,
607,
609,
610,
612,
611,
614,
626,
615,
617,
619,
621,
623,
625,
616,
618,
620,
622,
624,
627,
629,
631,
628,
630,
632,
633,
635,
636,
640,
641,
642,
637,
639,
638,
643,
645,
644,
646,
648,
649,
653,
654,
655,
650,
652,
651,
656,
658,
657,
659,
661,
660,
663,
664,
668,
669,
670,
665,
667,
666,
671,
673,
672,
674,
676,
675,
678,
679,
683,
684,
685,
680,
682,
681,
686,
688,
687,
689,
691,
690,
693,
699,
694,
696,
698,
695,
697,
700,
702,
701,
704,
705,
711,
712,
706,
708,
710,
707,
709,
713,
715,
714,
717,
718,
724,
725,
719,
721,
723,
720,
722,
726,
728,
727,
730,
731,
740,
741,
732,
734,
739,
733,
735,
737,
738,
736,
742,
746,
748,
743,
745,
744,
747,
750,
751,
768,
769,
752,
761,
762,
753,
755,
760,
754,
756,
758,
759,
757,
763,
767,
764,
766,
765,
770,
772,
771,
774,
776,
775,
777,
782,
784,
778,
780,
781,
779,
783,
785,
787,
788,
786,
789,
790,
791,
792,
794,
795,
793,
796,
798,
799,
797,
801,
809,
802,
804,
806,
808,
803,
805,
807,
810,
811,
812,
813,
815,
820,
828,
871,
890,
898,
917,
930,
938,
971,
816,
818,
819,
817,
821,
823,
822,
824,
825,
827,
826,
829,
839,
830,
832,
834,
836,
838,
831,
833,
835,
837,
840,
842,
844,
846,
848,
850,
852,
854,
856,
859,
862,
865,
868,
841,
843,
845,
847,
849,
851,
853,
855,
857,
858,
860,
861,
863,
864,
866,
867,
869,
870,
872,
873,
877,
878,
879,
881,
883,
885,
874,
876,
875,
880,
882,
884,
886,
888,
887,
889,
891,
893,
892,
894,
895,
897,
896,
899,
901,
900,
902,
904,
906,
908,
910,
912,
914,
903,
905,
907,
909,
911,
913,
915,
916,
918,
919,
923,
924,
925,
920,
922,
921,
926,
928,
927,
929,
931,
933,
932,
934,
935,
937,
936,
939,
941,
940,
942,
944,
946,
948,
950,
952,
954,
956,
958,
960,
962,
965,
968,
943,
945,
947,
949,
951,
953,
955,
957,
959,
961,
963,
964,
966,
967,
969,
970,
972,
973,
977,
978,
979,
974,
976,
975,
980,
982,
981,
983,
985,
986,
990,
987,
989,
988,
991,
993,
994,
998,
995,
997,
996,
999,
1002,
1003,
1000,
1001,
1004,
1006,
1007,
1011,
1008,
1010,
1009,
1012,
1014,
1016,
1024,
1032,
1208,
1234,
1260,
1268,
1276,
1436,
1462,
1470,
1597,
1623,
1636,
1646,
1656,
1015,
1017,
1018,
1022,
1023,
1019,
1021,
1020,
1025,
1027,
1026,
1028,
1029,
1031,
1030,
1033,
1035,
1040,
1048,
1087,
1095,
1105,
1203,
1034,
1036,
1038,
1037,
1039,
1041,
1043,
1042,
1044,
1045,
1047,
1046,
1049,
1051,
1050,
1052,
1054,
1056,
1058,
1060,
1062,
1064,
1066,
1068,
1070,
1072,
1075,
1078,
1081,
1084,
1053,
1055,
1057,
1059,
1061,
1063,
1065,
1067,
1069,
1071,
1073,
1074,
1076,
1077,
1079,
1080,
1082,
1083,
1085,
1086,
1088,
1090,
1089,
1091,
1092,
1094,
1093,
1096,
1098,
1097,
1099,
1103,
1100,
1102,
1101,
1104,
1106,
1129,
1172,
1187,
1107,
1108,
1120,
1109,
1118,
1119,
1110,
1115,
1116,
1111,
1113,
1114,
1112,
1117,
1121,
1123,
1124,
1122,
1125,
1127,
1128,
1126,
1130,
1140,
1131,
1133,
1135,
1137,
1139,
1132,
1134,
1136,
1138,
1141,
1143,
1145,
1147,
1149,
1151,
1153,
1155,
1157,
1160,
1163,
1166,
1169,
1142,
1144,
1146,
1148,
1150,
1152,
1154,
1156,
1158,
1159,
1161,
1162,
1164,
1165,
1167,
1168,
1170,
1171,
1173,
1174,
1178,
1179,
1180,
1175,
1177,
1176,
1181,
1183,
1185,
1182,
1184,
1186,
1188,
1189,
1193,
1194,
1195,
1197,
1199,
1201,
1190,
1192,
1191,
1196,
1198,
1200,
1202,
1204,
1206,
1205,
1207,
1209,
1210,
1214,
1215,
1216,
1211,
1213,
1212,
1217,
1226,
1227,
1218,
1219,
1220,
1221,
1223,
1224,
1222,
1225,
1228,
1232,
1229,
1231,
1230,
1233,
1235,
1236,
1240,
1241,
1243,
1245,
1247,
1249,
1251,
1253,
1255,
1237,
1239,
1238,
1242,
1244,
1246,
1248,
1250,
1252,
1254,
1256,
1258,
1257,
1259,
1261,
1262,
1266,
1267,
1263,
1265,
1264,
1269,
1271,
1270,
1272,
1273,
1275,
1274,
1277,
1279,
1284,
1292,
1329,
1337,
1347,
1431,
1278,
1280,
1282,
1281,
1283,
1285,
1287,
1286,
1288,
1289,
1291,
1290,
1293,
1295,
1294,
1296,
1298,
1300,
1302,
1304,
1306,
1308,
1310,
1312,
1314,
1316,
1318,
1320,
1323,
1326,
1297,
1299,
1301,
1303,
1305,
1307,
1309,
1311,
1313,
1315,
1317,
1319,
1321,
1322,
1324,
1325,
1327,
1328,
1330,
1332,
1331,
1333,
1334,
1336,
1335,
1338,
1340,
1339,
1341,
1345,
1342,
1344,
1343,
1346,
1348,
1371,
1404,
1419,
1349,
1350,
1362,
1351,
1360,
1361,
1352,
1357,
1358,
1353,
1355,
1356,
1354,
1359,
1363,
1365,
1366,
1364,
1367,
1369,
1370,
1368,
1372,
1374,
1373,
1375,
1377,
1379,
1381,
1383,
1385,
1387,
1389,
1391,
1393,
1395,
1398,
1401,
1376,
1378,
1380,
1382,
1384,
1386,
1388,
1390,
1392,
1394,
1396,
1397,
1399,
1400,
1402,
1403,
1405,
1406,
1410,
1411,
1412,
1407,
1409,
1408,
1413,
1415,
1417,
1414,
1416,
1418,
1420,
1421,
1425,
1426,
1427,
1429,
1422,
1424,
1423,
1428,
1430,
1432,
1434,
1433,
1435,
1437,
1438,
1442,
1443,
1444,
1439,
1441,
1440,
1445,
1454,
1455,
1446,
1447,
1448,
1449,
1451,
1452,
1450,
1453,
1456,
1460,
1457,
1459,
1458,
1461,
1463,
1464,
1468,
1469,
1465,
1467,
1466,
1471,
1473,
1478,
1486,
1509,
1517,
1527,
1472,
1474,
1476,
1475,
1477,
1479,
1481,
1480,
1482,
1483,
1485,
1484,
1487,
1489,
1488,
1490,
1492,
1494,
1496,
1498,
1500,
1502,
1504,
1506,
1491,
1493,
1495,
1497,
1499,
1501,
1503,
1505,
1507,
1508,
1510,
1512,
1511,
1513,
1514,
1516,
1515,
1518,
1520,
1519,
1521,
1525,
1522,
1524,
1523,
1526,
1528,
1551,
1570,
1585,
1529,
1530,
1542,
1531,
1540,
1541,
1532,
1537,
1538,
1533,
1535,
1536,
1534,
1539,
1543,
1545,
1546,
1544,
1547,
1549,
1550,
1548,
1552,
1554,
1553,
1555,
1557,
1559,
1561,
1563,
1565,
1567,
1556,
1558,
1560,
1562,
1564,
1566,
1568,
1569,
1571,
1572,
1576,
1577,
1578,
1573,
1575,
1574,
1579,
1581,
1583,
1580,
1582,
1584,
1586,
1587,
1591,
1592,
1593,
1595,
1588,
1590,
1589,
1594,
1596,
1598,
1599,
1603,
1604,
1605,
1600,
1602,
1601,
1606,
1615,
1616,
1607,
1608,
1609,
1610,
1612,
1613,
1611,
1614,
1617,
1621,
1618,
1620,
1619,
1622,
1624,
1625,
1629,
1630,
1631,
1626,
1628,
1627,
1632,
1634,
1633,
1635,
1637,
1639,
1638,
1640,
1644,
1641,
1643,
1642,
1645,
1647,
1649,
1648,
1650,
1654,
1651,
1653,
1652,
1655,
1657,
1658,
1662,
1663,
1665,
1667,
1669,
1671,
1673,
1675,
1659,
1661,
1660,
1664,
1666,
1668,
1670,
1672,
1674,
1676,
1678,
1677,
1679,
1681,
1683,
1682,
1684,
1685,
1687,
1689,
1686,
1688,
1691,
1693,
1692,
1694,
1695,
1697,
1699,
1696,
1698,
1701,
1703,
1702,
1704,
1705,
1707,
1709,
1706,
1708,
1711,
1713,
1712,
1714,
1715,
1719,
1720,
1721,
1716,
1718,
1717,
1722,
1726,
1723,
1725,
1724,
1727,
1729,
1731,
1730,
1732,
1733,
1737,
1738,
1739,
1734,
1736,
1735,
1740,
1744,
1741,
1743,
1742,
1745,
1747,
1749,
1748,
1750,
1751,
1755,
1756,
1757,
1752,
1754,
1753,
1758,
1760,
1761,
1767,
1769,
1776,
1783,
1762,
1764,
1766,
1763,
1765,
1768,
1770,
1774,
1771,
1773,
1772,
1775,
1777,
1781,
1778,
1780,
1779,
1782
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
3831
],
[
92,
3832
],
[
92,
3850
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
2215
],
[
92,
10029
],
[
92,
10029
],
[
92,
2342
],
[
92,
10029
],
[
92,
7445
],
[
92,
4469
],
[
92,
5496
],
[
92,
3852
],
[
92,
2424
],
[
92,
2425
],
[
62,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
218
],
[
62,
10028
],
[
62,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
160
],
[
67,
135
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7445
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3831
],
[
78,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
3831
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
61,
3831
],
[
54,
10028
],
[
18,
10028
],
[
8,
5806
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
3832
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
83,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
0,
10028
],
[
8,
8309
],
[
8,
10029
],
[
61,
3831
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
18,
10028
],
[
61,
5286
],
[
54,
10028
],
[
8,
1713
],
[
61,
3831
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
8506
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
6171
],
[
8,
1713
],
[
61,
3831
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
8771
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8543
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8771
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
15,
10028
],
[
1,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
5421
],
[
78,
10028
],
[
61,
5422
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8543
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6442
],
[
67,
243
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5421
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5422
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
6533
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
3,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6533
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
15,
10028
],
[
1,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6533
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
3850
],
[
54,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
8881
],
[
78,
10028
],
[
61,
8880
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
61,
4911
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3831
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
2215
],
[
54,
10028
],
[
95,
7061
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
3852
],
[
11,
10028
],
[
67,
168
],
[
26,
10028
],
[
11,
10028
],
[
61,
4911
],
[
54,
10028
],
[
0,
10028
],
[
67,
168
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
4266
],
[
54,
10028
],
[
18,
10028
],
[
61,
8825
],
[
54,
10028
],
[
36,
10028
],
[
18,
10028
],
[
8,
8825
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
9243
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
94,
10028
],
[
61,
9243
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5862
],
[
54,
10028
],
[
36,
10028
],
[
18,
10028
],
[
8,
8825
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
9243
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
94,
10028
],
[
61,
9243
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
6000
],
[
54,
10028
],
[
36,
10028
],
[
18,
10028
],
[
8,
8825
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
9243
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
94,
10028
],
[
61,
9243
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
11,
10028
],
[
18,
10028
],
[
61,
4266
],
[
54,
10028
],
[
18,
10028
],
[
61,
8825
],
[
54,
10028
],
[
36,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
81,
10028
],
[
61,
9243
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
94,
10028
],
[
61,
9243
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
5862
],
[
54,
10028
],
[
36,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
81,
10028
],
[
61,
9243
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
94,
10028
],
[
61,
9243
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
6000
],
[
54,
10028
],
[
36,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
81,
10028
],
[
61,
9243
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
94,
10028
],
[
61,
9243
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2342
],
[
61,
2342
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
8705
],
[
54,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
8705
],
[
54,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
8705
],
[
54,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
394
],
[
78,
10028
],
[
61,
1071
],
[
78,
10028
],
[
78,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
61,
1071
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
28,
10028
],
[
81,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
11,
10028
],
[
83,
10028
],
[
61,
394
],
[
54,
10028
],
[
11,
10028
],
[
61,
1071
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
0,
10028
],
[
8,
8309
],
[
8,
10029
],
[
61,
3831
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
8309
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
3850
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
61,
3852
],
[
54,
10028
],
[
11,
10028
],
[
61,
3852
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
11,
10028
],
[
61,
4911
],
[
54,
10028
],
[
26,
10028
],
[
11,
10028
],
[
61,
3850
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
10029
],
[
54,
10028
],
[
95,
2424
],
[
61,
2424
],
[
54,
10028
],
[
95,
2425
],
[
61,
2425
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
160
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
4,
10028
],
[
61,
8882
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
5345
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5345
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2424
],
[
61,
2424
],
[
54,
10028
],
[
95,
2425
],
[
61,
2425
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8883
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
68,
10028
],
[
20,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
5345
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
20,
10028
],
[
61,
5345
],
[
54,
10028
],
[
28,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
10029
],
[
54,
10028
],
[
95,
2424
],
[
61,
2424
],
[
54,
10028
],
[
95,
2425
],
[
61,
2425
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
61,
8883
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
11,
10028
],
[
11,
10028
],
[
67,
169
],
[
60,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
1671
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
4911
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8882
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
4,
10028
],
[
61,
8882
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
5345
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5345
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8883
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
68,
10028
],
[
20,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
5345
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
20,
10028
],
[
61,
5345
],
[
54,
10028
],
[
28,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
95,
5496
],
[
61,
5496
],
[
54,
10028
],
[
95,
3852
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
61,
8883
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
11,
10028
],
[
11,
10028
],
[
67,
169
],
[
60,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
1671
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
33,
10028
],
[
61,
5345
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8880
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5345
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
4,
10028
],
[
61,
8883
],
[
78,
10028
],
[
18,
10028
],
[
8,
9073
],
[
61,
9073
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
68,
10028
],
[
20,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
5345
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
20,
10028
],
[
61,
5345
],
[
54,
10028
],
[
28,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4469
],
[
61,
4469
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
61,
8883
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
11,
10028
],
[
11,
10028
],
[
67,
169
],
[
60,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
1671
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8882
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4581
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
4911
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8881
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5721
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
],
[
408
],
[
409
],
[
410
],
[
411
],
[
412
],
[
413
],
[
414
],
[
415
],
[
416
],
[
417
],
[
418
],
[
419
],
[
420
],
[
421
],
[
422
],
[
423
],
[
424
],
[
425
],
[
426
],
[
427
],
[
428
],
[
429
],
[
430
],
[
431
],
[
432
],
[
433
],
[
434
],
[
435
],
[
436
],
[
437
],
[
438
],
[
439
],
[
440
],
[
441
],
[
442
],
[
443
],
[
444
],
[
445
],
[
446
],
[
447
],
[
448
],
[
449
],
[
450
],
[
451
],
[
452
],
[
453
],
[
454
],
[
455
],
[
456
],
[
457
],
[
458
],
[
459
],
[
460
],
[
461
],
[
462
],
[
463
],
[
464
],
[
465
],
[
466
],
[
467
],
[
468
],
[
469
],
[
470
],
[
471
],
[
472
],
[
473
],
[
474
],
[
475
],
[
476
],
[
477
],
[
478
],
[
479
],
[
480
],
[
481
],
[
482
],
[
483
],
[
484
],
[
485
],
[
486
],
[
487
],
[
488
],
[
489
],
[
490
],
[
491
],
[
492
],
[
493
],
[
494
],
[
495
],
[
496
],
[
497
],
[
498
],
[
499
],
[
500
],
[
501
],
[
502
],
[
503
],
[
504
],
[
505
],
[
506
],
[
507
],
[
508
],
[
509
],
[
510
],
[
511
],
[
512
],
[
513
],
[
514
],
[
515
],
[
516
],
[
517
],
[
518
],
[
519
],
[
520
],
[
521
],
[
522
],
[
523
],
[
524
],
[
525
],
[
526
],
[
527
],
[
528
],
[
529
],
[
530
],
[
531
],
[
532
],
[
533
],
[
534
],
[
535
],
[
536
],
[
537
],
[
538
],
[
539
],
[
540
],
[
541
],
[
542
],
[
543
],
[
544
],
[
545
],
[
546
],
[
547
],
[
548
],
[
549
],
[
550
],
[
551
],
[
552
],
[
553
],
[
554
],
[
555
],
[
556
],
[
557
],
[
558
],
[
559
],
[
560
],
[
561
],
[
562
],
[
563
],
[
564
],
[
565
],
[
566
],
[
567
],
[
568
],
[
569
],
[
570
],
[
571
],
[
572
],
[
573
],
[
574
],
[
575
],
[
576
],
[
577
],
[
578
],
[
579
],
[
580
],
[
581
],
[
582
],
[
583
],
[
584
],
[
585
],
[
586
],
[
587
],
[
588
],
[
589
],
[
590
],
[
591
],
[
592
],
[
593
],
[
594
],
[
595
],
[
596
],
[
597
],
[
598
],
[
599
],
[
600
],
[
601
],
[
602
],
[
603
],
[
604
],
[
605
],
[
606
],
[
607
],
[
608
],
[
609
],
[
610
],
[
611
],
[
612
],
[
613
],
[
614
],
[
615
],
[
616
],
[
617
],
[
618
],
[
619
],
[
620
],
[
621
],
[
622
],
[
623
],
[
624
],
[
625
],
[
626
],
[
627
],
[
628
],
[
629
],
[
630
],
[
631
],
[
632
],
[
633
],
[
634
],
[
635
],
[
636
],
[
637
],
[
638
],
[
639
],
[
640
],
[
641
],
[
642
],
[
643
],
[
644
],
[
645
],
[
646
],
[
647
],
[
648
],
[
649
],
[
650
],
[
651
],
[
652
],
[
653
],
[
654
],
[
655
],
[
656
],
[
657
],
[
658
],
[
659
],
[
660
],
[
661
],
[
662
],
[
663
],
[
664
],
[
665
],
[
666
],
[
667
],
[
668
],
[
669
],
[
670
],
[
671
],
[
672
],
[
673
],
[
674
],
[
675
],
[
676
],
[
677
],
[
678
],
[
679
],
[
680
],
[
681
],
[
682
],
[
683
],
[
684
],
[
685
],
[
686
],
[
687
],
[
688
],
[
689
],
[
690
],
[
691
],
[
692
],
[
693
],
[
694
],
[
695
],
[
696
],
[
697
],
[
698
],
[
699
],
[
700
],
[
701
],
[
702
],
[
703
],
[
704
],
[
705
],
[
706
],
[
707
],
[
708
],
[
709
],
[
710
],
[
711
],
[
712
],
[
713
],
[
714
],
[
715
],
[
716
],
[
717
],
[
718
],
[
719
],
[
720
],
[
721
],
[
722
],
[
723
],
[
724
],
[
725
],
[
726
],
[
727
],
[
728
],
[
729
],
[
730
],
[
731
],
[
732
],
[
733
],
[
734
],
[
735
],
[
736
],
[
737
],
[
738
],
[
739
],
[
740
],
[
741
],
[
742
],
[
743
],
[
744
],
[
745
],
[
746
],
[
747
],
[
748
],
[
749
],
[
750
],
[
751
],
[
752
],
[
753
],
[
754
],
[
755
],
[
756
],
[
757
],
[
758
],
[
759
],
[
760
],
[
761
],
[
762
],
[
763
],
[
764
],
[
765
],
[
766
],
[
767
],
[
768
],
[
769
],
[
770
],
[
771
],
[
772
],
[
773
],
[
774
],
[
775
],
[
776
],
[
777
],
[
778
],
[
779
],
[
780
],
[
781
],
[
782
],
[
783
],
[
784
],
[
785
],
[
786
],
[
787
],
[
788
],
[
789
],
[
790
],
[
791
],
[
792
],
[
793
],
[
794
],
[
795
],
[
796
],
[
797
],
[
798
],
[
799
],
[
800
],
[
801
],
[
802
],
[
803
],
[
804
],
[
805
],
[
806
],
[
807
],
[
808
],
[
809
],
[
810
],
[
811
],
[
812
],
[
813
],
[
814
],
[
815
],
[
816
],
[
817
],
[
818
],
[
819
],
[
820
],
[
821
],
[
822
],
[
823
],
[
824
],
[
825
],
[
826
],
[
827
],
[
828
],
[
829
],
[
830
],
[
831
],
[
832
],
[
833
],
[
834
],
[
835
],
[
836
],
[
837
],
[
838
],
[
839
],
[
840
],
[
841
],
[
842
],
[
843
],
[
844
],
[
845
],
[
846
],
[
847
],
[
848
],
[
849
],
[
850
],
[
851
],
[
852
],
[
853
],
[
854
],
[
855
],
[
856
],
[
857
],
[
858
],
[
859
],
[
860
],
[
861
],
[
862
],
[
863
],
[
864
],
[
865
],
[
866
],
[
867
],
[
868
],
[
869
],
[
870
],
[
871
],
[
872
],
[
873
],
[
874
],
[
875
],
[
876
],
[
877
],
[
878
],
[
879
],
[
880
],
[
881
],
[
882
],
[
883
],
[
884
],
[
885
],
[
886
],
[
887
],
[
888
],
[
889
],
[
890
],
[
891
],
[
892
],
[
893
],
[
894
],
[
895
],
[
896
],
[
897
],
[
898
],
[
899
],
[
900
],
[
901
],
[
902
],
[
903
],
[
904
],
[
905
],
[
906
],
[
907
],
[
908
],
[
909
],
[
910
],
[
911
],
[
912
],
[
913
],
[
914
],
[
915
],
[
916
],
[
917
],
[
918
],
[
919
],
[
920
],
[
921
],
[
922
],
[
923
],
[
924
],
[
925
],
[
926
],
[
927
],
[
928
],
[
929
],
[
930
],
[
931
],
[
932
],
[
933
],
[
934
],
[
935
],
[
936
],
[
937
],
[
938
],
[
939
],
[
940
],
[
941
],
[
942
],
[
943
],
[
944
],
[
945
],
[
946
],
[
947
],
[
948
],
[
949
],
[
950
],
[
951
],
[
952
],
[
953
],
[
954
],
[
955
],
[
956
],
[
957
],
[
958
],
[
959
],
[
960
],
[
961
],
[
962
],
[
963
],
[
964
],
[
965
],
[
966
],
[
967
],
[
968
],
[
969
],
[
970
],
[
971
],
[
972
],
[
973
],
[
974
],
[
975
],
[
976
],
[
977
],
[
978
],
[
979
],
[
980
],
[
981
],
[
982
],
[
983
],
[
984
],
[
985
],
[
986
],
[
987
],
[
988
],
[
989
],
[
990
],
[
991
],
[
992
],
[
993
],
[
994
],
[
995
],
[
996
],
[
997
],
[
998
],
[
999
],
[
1000
],
[
1001
],
[
1002
],
[
1003
],
[
1004
],
[
1005
],
[
1006
],
[
1007
],
[
1008
],
[
1009
],
[
1010
],
[
1011
],
[
1012
],
[
1013
],
[
1014
],
[
1015
],
[
1016
],
[
1017
],
[
1018
],
[
1019
],
[
1020
],
[
1021
],
[
1022
],
[
1023
],
[
1024
],
[
1025
],
[
1026
],
[
1027
],
[
1028
],
[
1029
],
[
1030
],
[
1031
],
[
1032
],
[
1033
],
[
1034
],
[
1035
],
[
1036
],
[
1037
],
[
1038
],
[
1039
],
[
1040
],
[
1041
],
[
1042
],
[
1043
],
[
1044
],
[
1045
],
[
1046
],
[
1047
],
[
1048
],
[
1049
],
[
1050
],
[
1051
],
[
1052
],
[
1053
],
[
1054
],
[
1055
],
[
1056
],
[
1057
],
[
1058
],
[
1059
],
[
1060
],
[
1061
],
[
1062
],
[
1063
],
[
1064
],
[
1065
],
[
1066
],
[
1067
],
[
1068
],
[
1069
],
[
1070
],
[
1071
],
[
1072
],
[
1073
],
[
1074
],
[
1075
],
[
1076
],
[
1077
],
[
1078
],
[
1079
],
[
1080
],
[
1081
],
[
1082
],
[
1083
],
[
1084
],
[
1085
],
[
1086
],
[
1087
],
[
1088
],
[
1089
],
[
1090
],
[
1091
],
[
1092
],
[
1093
],
[
1094
],
[
1095
],
[
1096
],
[
1097
],
[
1098
],
[
1099
],
[
1100
],
[
1101
],
[
1102
],
[
1103
],
[
1104
],
[
1105
],
[
1106
],
[
1107
],
[
1108
],
[
1109
],
[
1110
],
[
1111
],
[
1112
],
[
1113
],
[
1114
],
[
1115
],
[
1116
],
[
1117
],
[
1118
],
[
1119
],
[
1120
],
[
1121
],
[
1122
],
[
1123
],
[
1124
],
[
1125
],
[
1126
],
[
1127
],
[
1128
],
[
1129
],
[
1130
],
[
1131
],
[
1132
],
[
1133
],
[
1134
],
[
1135
],
[
1136
],
[
1137
],
[
1138
],
[
1139
],
[
1140
],
[
1141
],
[
1142
],
[
1143
],
[
1144
],
[
1145
],
[
1146
],
[
1147
],
[
1148
],
[
1149
],
[
1150
],
[
1151
],
[
1152
],
[
1153
],
[
1154
],
[
1155
],
[
1156
],
[
1157
],
[
1158
],
[
1159
],
[
1160
],
[
1161
],
[
1162
],
[
1163
],
[
1164
],
[
1165
],
[
1166
],
[
1167
],
[
1168
],
[
1169
],
[
1170
],
[
1171
],
[
1172
],
[
1173
],
[
1174
],
[
1175
],
[
1176
],
[
1177
],
[
1178
],
[
1179
],
[
1180
],
[
1181
],
[
1182
],
[
1183
],
[
1184
],
[
1185
],
[
1186
],
[
1187
],
[
1188
],
[
1189
],
[
1190
],
[
1191
],
[
1192
],
[
1193
],
[
1194
],
[
1195
],
[
1196
],
[
1197
],
[
1198
],
[
1199
],
[
1200
],
[
1201
],
[
1202
],
[
1203
],
[
1204
],
[
1205
],
[
1206
],
[
1207
],
[
1208
],
[
1209
],
[
1210
],
[
1211
],
[
1212
],
[
1213
],
[
1214
],
[
1215
],
[
1216
],
[
1217
],
[
1218
],
[
1219
],
[
1220
],
[
1221
],
[
1222
],
[
1223
],
[
1224
],
[
1225
],
[
1226
],
[
1227
],
[
1228
],
[
1229
],
[
1230
],
[
1231
],
[
1232
],
[
1233
],
[
1234
],
[
1235
],
[
1236
],
[
1237
],
[
1238
],
[
1239
],
[
1240
],
[
1241
],
[
1242
],
[
1243
],
[
1244
],
[
1245
],
[
1246
],
[
1247
],
[
1248
],
[
1249
],
[
1250
],
[
1251
],
[
1252
],
[
1253
],
[
1254
],
[
1255
],
[
1256
],
[
1257
],
[
1258
],
[
1259
],
[
1260
],
[
1261
],
[
1262
],
[
1263
],
[
1264
],
[
1265
],
[
1266
],
[
1267
],
[
1268
],
[
1269
],
[
1270
],
[
1271
],
[
1272
],
[
1273
],
[
1274
],
[
1275
],
[
1276
],
[
1277
],
[
1278
],
[
1279
],
[
1280
],
[
1281
],
[
1282
],
[
1283
],
[
1284
],
[
1285
],
[
1286
],
[
1287
],
[
1288
],
[
1289
],
[
1290
],
[
1291
],
[
1292
],
[
1293
],
[
1294
],
[
1295
],
[
1296
],
[
1297
],
[
1298
],
[
1299
],
[
1300
],
[
1301
],
[
1302
],
[
1303
],
[
1304
],
[
1305
],
[
1306
],
[
1307
],
[
1308
],
[
1309
],
[
1310
],
[
1311
],
[
1312
],
[
1313
],
[
1314
],
[
1315
],
[
1316
],
[
1317
],
[
1318
],
[
1319
],
[
1320
],
[
1321
],
[
1322
],
[
1323
],
[
1324
],
[
1325
],
[
1326
],
[
1327
],
[
1328
],
[
1329
],
[
1330
],
[
1331
],
[
1332
],
[
1333
],
[
1334
],
[
1335
],
[
1336
],
[
1337
],
[
1338
],
[
1339
],
[
1340
],
[
1341
],
[
1342
],
[
1343
],
[
1344
],
[
1345
],
[
1346
],
[
1347
],
[
1348
],
[
1349
],
[
1350
],
[
1351
],
[
1352
],
[
1353
],
[
1354
],
[
1355
],
[
1356
],
[
1357
],
[
1358
],
[
1359
],
[
1360
],
[
1361
],
[
1362
],
[
1363
],
[
1364
],
[
1365
],
[
1366
],
[
1367
],
[
1368
],
[
1369
],
[
1370
],
[
1371
],
[
1372
],
[
1373
],
[
1374
],
[
1375
],
[
1376
],
[
1377
],
[
1378
],
[
1379
],
[
1380
],
[
1381
],
[
1382
],
[
1383
],
[
1384
],
[
1385
],
[
1386
],
[
1387
],
[
1388
],
[
1389
],
[
1390
],
[
1391
],
[
1392
],
[
1393
],
[
1394
],
[
1395
],
[
1396
],
[
1397
],
[
1398
],
[
1399
],
[
1400
],
[
1401
],
[
1402
],
[
1403
],
[
1404
],
[
1405
],
[
1406
],
[
1407
],
[
1408
],
[
1409
],
[
1410
],
[
1411
],
[
1412
],
[
1413
],
[
1414
],
[
1415
],
[
1416
],
[
1417
],
[
1418
],
[
1419
],
[
1420
],
[
1421
],
[
1422
],
[
1423
],
[
1424
],
[
1425
],
[
1426
],
[
1427
],
[
1428
],
[
1429
],
[
1430
],
[
1431
],
[
1432
],
[
1433
],
[
1434
],
[
1435
],
[
1436
],
[
1437
],
[
1438
],
[
1439
],
[
1440
],
[
1441
],
[
1442
],
[
1443
],
[
1444
],
[
1445
],
[
1446
],
[
1447
],
[
1448
],
[
1449
],
[
1450
],
[
1451
],
[
1452
],
[
1453
],
[
1454
],
[
1455
],
[
1456
],
[
1457
],
[
1458
],
[
1459
],
[
1460
],
[
1461
],
[
1462
],
[
1463
],
[
1464
],
[
1465
],
[
1466
],
[
1467
],
[
1468
],
[
1469
],
[
1470
],
[
1471
],
[
1472
],
[
1473
],
[
1474
],
[
1475
],
[
1476
],
[
1477
],
[
1478
],
[
1479
],
[
1480
],
[
1481
],
[
1482
],
[
1483
],
[
1484
],
[
1485
],
[
1486
],
[
1487
],
[
1488
],
[
1489
],
[
1490
],
[
1491
],
[
1492
],
[
1493
],
[
1494
],
[
1495
],
[
1496
],
[
1497
],
[
1498
],
[
1499
],
[
1500
],
[
1501
],
[
1502
],
[
1503
],
[
1504
],
[
1505
],
[
1506
],
[
1507
],
[
1508
],
[
1509
],
[
1510
],
[
1511
],
[
1512
],
[
1513
],
[
1514
],
[
1515
],
[
1516
],
[
1517
],
[
1518
],
[
1519
],
[
1520
],
[
1521
],
[
1522
],
[
1523
],
[
1524
],
[
1525
],
[
1526
],
[
1527
],
[
1528
],
[
1529
],
[
1530
],
[
1531
],
[
1532
],
[
1533
],
[
1534
],
[
1535
],
[
1536
],
[
1537
],
[
1538
],
[
1539
],
[
1540
],
[
1541
],
[
1542
],
[
1543
],
[
1544
],
[
1545
],
[
1546
],
[
1547
],
[
1548
],
[
1549
],
[
1550
],
[
1551
],
[
1552
],
[
1553
],
[
1554
],
[
1555
],
[
1556
],
[
1557
],
[
1558
],
[
1559
],
[
1560
],
[
1561
],
[
1562
],
[
1563
],
[
1564
],
[
1565
],
[
1566
],
[
1567
],
[
1568
],
[
1569
],
[
1570
],
[
1571
],
[
1572
],
[
1573
],
[
1574
],
[
1575
],
[
1576
],
[
1577
],
[
1578
],
[
1579
],
[
1580
],
[
1581
],
[
1582
],
[
1583
],
[
1584
],
[
1585
],
[
1586
],
[
1587
],
[
1588
],
[
1589
],
[
1590
],
[
1591
],
[
1592
],
[
1593
],
[
1594
],
[
1595
],
[
1596
],
[
1597
],
[
1598
],
[
1599
],
[
1600
],
[
1601
],
[
1602
],
[
1603
],
[
1604
],
[
1605
],
[
1606
],
[
1607
],
[
1608
],
[
1609
],
[
1610
],
[
1611
],
[
1612
],
[
1613
],
[
1614
],
[
1615
],
[
1616
],
[
1617
],
[
1618
],
[
1619
],
[
1620
],
[
1621
],
[
1622
],
[
1623
],
[
1624
],
[
1625
],
[
1626
],
[
1627
],
[
1628
],
[
1629
],
[
1630
],
[
1631
],
[
1632
],
[
1633
],
[
1634
],
[
1635
],
[
1636
],
[
1637
],
[
1638
],
[
1639
],
[
1640
],
[
1641
],
[
1642
],
[
1643
],
[
1644
],
[
1645
],
[
1646
],
[
1647
],
[
1648
],
[
1649
],
[
1650
],
[
1651
],
[
1652
],
[
1653
],
[
1654
],
[
1655
],
[
1656
],
[
1657
],
[
1658
],
[
1659
],
[
1660
],
[
1661
],
[
1662
],
[
1663
],
[
1664
],
[
1665
],
[
1666
],
[
1667
],
[
1668
],
[
1669
],
[
1670
],
[
1671
],
[
1672
],
[
1673
],
[
1674
],
[
1675
],
[
1676
],
[
1677
],
[
1678
],
[
1679
],
[
1680
],
[
1681
],
[
1682
],
[
1683
],
[
1684
],
[
1685
],
[
1686
],
[
1687
],
[
1688
],
[
1689
],
[
1690
],
[
1691
],
[
1692
],
[
1693
],
[
1694
],
[
1695
],
[
1696
],
[
1697
],
[
1698
],
[
1699
],
[
1700
],
[
1701
],
[
1702
],
[
1703
],
[
1704
],
[
1705
],
[
1706
],
[
1707
],
[
1708
],
[
1709
],
[
1710
],
[
1711
],
[
1712
],
[
1713
],
[
1714
],
[
1715
],
[
1716
],
[
1717
],
[
1718
],
[
1719
],
[
1720
],
[
1721
],
[
1722
],
[
1723
],
[
1724
],
[
1725
],
[
1726
],
[
1727
],
[
1728
],
[
1729
],
[
1730
],
[
1731
],
[
1732
],
[
1733
],
[
1734
],
[
1735
],
[
1736
],
[
1737
],
[
1738
],
[
1739
],
[
1740
],
[
1741
],
[
1742
],
[
1743
],
[
1744
],
[
1745
],
[
1746
],
[
1747
],
[
1748
],
[
1749
],
[
1750
],
[
1751
],
[
1752
],
[
1753
],
[
1754
],
[
1755
],
[
1756
],
[
1757
],
[
1758
],
[
1759
],
[
1760
],
[
1761
],
[
1762
],
[
1763
],
[
1764
],
[
1765
],
[
1766
],
[
1767
],
[
1768
],
[
1769
],
[
1770
],
[
1771
],
[
1772
],
[
1773
],
[
1774
],
[
1775
],
[
1776
],
[
1777
],
[
1778
],
[
1779
],
[
1780
],
[
1781
],
[
1782
],
[
1783
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
4
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
3
],
[
3
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
6
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
10
],
[
9
],
[
9
],
[
10
],
[
8
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
10
],
[
9
],
[
9
],
[
10
],
[
8
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
8
],
[
9
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
10
],
[
9
],
[
9
],
[
10
],
[
8
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
8
],
[
9
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
]
] |
[
[
"training",
"loop"
]
] | 1,784
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
1784
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"env"
],
[
"arg",
"env_name"
],
[
"arg",
"epochs"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"batch_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"boundary"
],
[
"arg",
"__UNK__"
],
[
"arg",
"random_seed"
],
[
"arg",
"gamma"
],
[
"arg",
"lambda_"
],
[
"arg",
"epsilon"
],
[
"arg",
"c1"
],
[
"arg",
"c2"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"20"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Num",
"0.01"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"random_seed"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"env"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"make"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"env_name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"isinstance"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"action_space"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"spaces"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"n"
],
[
"Attribute",
"action_space"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"subkey"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"subkey"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"key1"
],
[
"Store",
"__NONE__"
],
[
"Name",
"key2"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"key1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"key2"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"observations"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"observations"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"observations"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"epochs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t0"
],
[
"Store",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"policy"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"10.0"
],
[
"Div",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"10.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"float"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"sum"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sum"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"max"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sum"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"min"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sum"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"float"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"sum"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"max"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"min"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"traj"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"boundary"
],
[
"Name",
"boundary"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"str"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"str"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"str"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Store",
"__NONE__"
],
[
"Name",
"T"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"B"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"T"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"env"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"epochs"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"epochs"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c1"
],
[
"Name",
"c1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c2"
],
[
"Name",
"c2"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t1"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"j"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c1"
],
[
"Name",
"c1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c2"
],
[
"Name",
"c2"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t2"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c1"
],
[
"Name",
"c1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c2"
],
[
"Name",
"c2"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t2"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"100"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"abs"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t1"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t1"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"j"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t2"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"lambda_"
],
[
"Name",
"lambda_"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"epsilon"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t2"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"100"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"abs"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Name",
"j"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"t2"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"time"
],
[
"Name",
"time"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"gamma"
],
[
"Name",
"gamma"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t2"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"100"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"abs"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_params"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t0"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"logging"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
10,
10,
11,
13,
13,
13,
14,
14,
15,
15,
16,
20,
23,
23,
23,
23,
23,
24,
24,
26,
26,
27,
27,
28,
28,
29,
33,
35,
35,
36,
38,
38,
38,
38,
39,
39,
40,
43,
45,
47,
49,
49,
50,
52,
52,
52,
53,
53,
54,
57,
60,
61,
61,
62,
62,
63,
66,
68,
69,
70,
70,
71,
74,
75
],
[
1,
2,
4,
6,
10,
23,
74,
3,
5,
7,
9,
8,
11,
13,
12,
14,
20,
22,
15,
19,
16,
18,
17,
21,
24,
35,
49,
60,
68,
25,
26,
27,
33,
28,
32,
29,
31,
30,
34,
36,
38,
37,
39,
43,
45,
47,
40,
42,
41,
44,
46,
48,
50,
52,
51,
53,
57,
59,
54,
56,
55,
58,
61,
62,
66,
63,
65,
64,
67,
69,
70,
71,
73,
72,
75,
76
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9127
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
1206
],
[
61,
9990
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
7416
],
[
30,
10028
],
[
18,
10028
],
[
8,
4025
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
2735
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"maybe",
"download",
"corpora"
]
] | 77
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
77
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"tmp_dir"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ZipFile"
],
[
"Name",
"zipfile"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"r"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extractall"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"close"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
4,
6,
6,
6,
6,
6,
6,
7,
7,
7,
8,
10,
13,
13,
14,
16,
16,
16,
17,
17,
18,
18,
19,
23,
26,
26,
27,
27,
27,
28,
33,
33,
34,
36,
36,
37,
37,
38,
41,
42,
42,
43,
46,
46,
47,
49,
49,
50,
50,
51,
55,
56,
57,
57,
57,
57,
57,
57,
61,
61,
61,
62,
64,
67,
67,
67,
68,
70,
73,
73,
73,
74,
76,
77,
77
],
[
1,
2,
4,
6,
3,
5,
7,
13,
26,
33,
46,
55,
8,
10,
12,
9,
11,
14,
16,
15,
17,
23,
25,
18,
22,
19,
21,
20,
24,
27,
32,
28,
30,
31,
29,
34,
36,
35,
37,
41,
38,
40,
39,
42,
43,
45,
44,
47,
49,
48,
50,
54,
51,
53,
52,
56,
57,
58,
59,
60,
61,
67,
73,
62,
64,
66,
63,
65,
68,
70,
72,
69,
71,
74,
76,
80,
75,
77,
78,
79
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4185
],
[
30,
10028
],
[
79,
10029
],
[
33,
10028
],
[
83,
10028
],
[
61,
4943
],
[
78,
10028
],
[
61,
5601
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3829
],
[
54,
10028
],
[
18,
10028
],
[
8,
820
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
4185
],
[
54,
10028
],
[
79,
7474
],
[
40,
10028
],
[
20,
10028
],
[
61,
4943
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
21,
10028
],
[
4,
10028
],
[
61,
5601
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8732
],
[
61,
5601
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
8545
],
[
78,
10028
],
[
18,
10028
],
[
8,
8543
],
[
61,
5601
],
[
54,
10028
],
[
54,
10028
],
[
79,
2
],
[
30,
10028
],
[
89,
10028
],
[
24,
10028
],
[
79,
10029
],
[
79,
10029
],
[
79,
5485
],
[
81,
10028
],
[
61,
8545
],
[
54,
10028
],
[
45,
10028
],
[
67,
311
],
[
54,
10028
],
[
81,
10028
],
[
61,
8545
],
[
54,
10028
],
[
45,
10028
],
[
67,
318
],
[
54,
10028
],
[
81,
10028
],
[
61,
8545
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
9
],
[
7
]
] |
[
[
"example",
"generator"
]
] | 81
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
81
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"filename"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"idx"
],
[
"Store",
"__NONE__"
],
[
"Name",
"line"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"enumerate"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Open"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"filename"
],
[
"Load",
"__NONE__"
],
[
"Str",
"rb"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"idx"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Continue",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"line"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"strip"
],
[
"Name",
"line"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"split_line"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Name",
"line"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"\t"
],
[
"Expr",
"__NONE__"
],
[
"Yield",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"label"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"split_line"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"8"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"split_line"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"9"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"split_line"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
12,
12,
12,
13,
13,
14,
14,
15,
18,
20,
21,
21,
25,
25,
26,
26,
26,
27,
30,
32,
33,
35,
35,
36,
38,
38,
38,
38,
38,
40,
42,
46,
46,
47,
49,
49,
49,
49,
49,
50,
50,
51,
51,
52,
56,
58,
58,
58,
58,
58,
64,
67,
67,
68,
70,
70,
70,
70,
70,
70,
71,
71,
72,
72,
73,
77,
79,
79,
80,
82,
82,
82,
83,
87,
87,
87,
91,
93,
95,
95,
96,
98,
98,
98,
98,
98,
99,
99,
99,
103,
103,
103,
107,
107,
107,
111,
111,
111,
116,
116,
117,
119,
119,
119,
120,
120,
120,
121,
121,
122,
125,
127,
129,
129,
129,
129,
131,
133,
137,
137,
138,
140,
140,
140,
140,
140,
141,
141,
142,
142,
143,
147,
149,
149,
149,
149,
149,
155,
158,
158,
159,
161,
161,
161,
161,
161,
161,
162,
162,
163,
163,
164,
168,
170,
170,
171,
173,
173,
173,
174,
178,
178,
178,
182,
184,
186,
186,
187,
189,
189,
189,
190,
190,
191,
194,
195,
195,
195,
196,
198,
201,
202,
202,
205,
205,
206,
208,
208,
208,
208,
209,
209,
210,
210,
211,
215,
217,
218,
220,
222,
223
],
[
1,
2,
7,
9,
25,
35,
46,
67,
95,
116,
137,
158,
186,
205,
222,
3,
4,
5,
6,
8,
10,
12,
11,
13,
20,
24,
14,
18,
15,
17,
16,
19,
21,
22,
23,
26,
32,
27,
29,
30,
28,
31,
33,
34,
36,
38,
37,
39,
40,
42,
44,
45,
41,
43,
47,
49,
48,
50,
56,
58,
64,
66,
51,
55,
52,
54,
53,
57,
59,
60,
61,
62,
63,
65,
68,
70,
69,
71,
77,
79,
87,
91,
93,
72,
76,
73,
75,
74,
78,
80,
82,
81,
83,
85,
86,
84,
88,
89,
90,
92,
94,
96,
98,
97,
99,
103,
107,
111,
115,
100,
101,
102,
104,
105,
106,
108,
109,
110,
112,
113,
114,
117,
119,
118,
120,
129,
136,
121,
125,
127,
122,
124,
123,
126,
128,
130,
131,
133,
135,
132,
134,
138,
140,
139,
141,
147,
149,
155,
157,
142,
146,
143,
145,
144,
148,
150,
151,
152,
153,
154,
156,
159,
161,
160,
162,
168,
170,
178,
182,
184,
163,
167,
164,
166,
165,
169,
171,
173,
172,
174,
176,
177,
175,
179,
180,
181,
183,
185,
187,
189,
188,
190,
194,
201,
191,
193,
192,
195,
196,
198,
200,
197,
199,
202,
203,
204,
206,
208,
207,
209,
215,
217,
220,
210,
214,
211,
213,
212,
216,
218,
219,
221,
223,
224
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
8722
],
[
92,
5268
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
67,
159
],
[
61,
8722
],
[
54,
10028
],
[
61,
8722
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
6867
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
159
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
1155
],
[
4,
10028
],
[
61,
6867
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6867
],
[
54,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
67,
215
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
95,
6758
],
[
79,
991
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
159
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
159
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6868
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
67,
159
],
[
76,
10028
],
[
67,
159
],
[
76,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6868
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6868
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
159
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
1155
],
[
4,
10028
],
[
61,
6868
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6868
],
[
54,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
67,
215
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
95,
6758
],
[
79,
991
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
9550
],
[
52,
10028
],
[
61,
6867
],
[
54,
10028
],
[
61,
6868
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
9242
],
[
61,
5268
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"shake",
"shake",
"skip",
"connection"
]
] | 225
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
225
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"stride"
],
[
"arg",
"is_training"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"stride"
],
[
"Load",
"__NONE__"
],
[
"Name",
"stride"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"path1"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"VALID"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"path1"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"path1"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Num",
"2"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"padding"
],
[
"Str",
"SAME"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"path2"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"path2"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"path2"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"VALID"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"path2"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"path2"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Num",
"2"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"padding"
],
[
"Str",
"SAME"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"values"
],
[
"List",
"__NONE__"
],
[
"Name",
"path1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"path2"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"training"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
11,
12,
14,
14,
14,
15,
15,
16,
20,
20,
21,
21,
22,
22,
23,
28,
28,
29,
31,
31,
32,
32,
33,
33,
34,
38,
40,
40,
41,
43,
43,
43,
43,
43,
43,
43,
44,
44,
45,
45,
46,
50,
52,
54,
54,
54,
58,
59,
59,
59,
60,
62,
65,
67,
69,
69,
70,
72,
72,
72,
72,
73,
73,
74,
74,
75,
79,
81,
82,
84,
86,
86,
87,
89,
89,
90,
90,
91,
91,
92,
96,
98,
98,
99,
101,
101,
101,
101,
101,
101,
102,
102,
103,
103,
104,
108,
110,
112,
112,
112,
116,
118,
120,
120,
121,
123,
123,
123,
123,
124,
124,
125,
125,
126,
130,
132,
133,
135,
137,
137,
137,
138,
140,
140,
141,
143,
143,
143,
144,
144,
144,
145,
148,
151,
151,
152,
152,
153,
156,
156,
156,
157,
157,
157,
158,
161,
164,
164,
164,
165,
168,
170,
170,
170,
171,
174,
174,
174,
177,
177,
178,
181,
182
],
[
1,
2,
9,
11,
28,
40,
69,
86,
98,
120,
137,
181,
3,
4,
5,
6,
7,
8,
10,
12,
14,
13,
15,
19,
20,
16,
18,
17,
21,
27,
22,
26,
23,
25,
24,
29,
31,
30,
32,
38,
33,
37,
34,
36,
35,
39,
41,
43,
42,
44,
50,
52,
54,
58,
65,
67,
45,
49,
46,
48,
47,
51,
53,
55,
56,
57,
59,
60,
62,
64,
61,
63,
66,
68,
70,
72,
71,
73,
79,
81,
84,
74,
78,
75,
77,
76,
80,
82,
83,
85,
87,
89,
88,
90,
96,
91,
95,
92,
94,
93,
97,
99,
101,
100,
102,
108,
110,
112,
116,
118,
103,
107,
104,
106,
105,
109,
111,
113,
114,
115,
117,
119,
121,
123,
122,
124,
130,
132,
135,
125,
129,
126,
128,
127,
131,
133,
134,
136,
138,
140,
170,
139,
141,
143,
142,
144,
150,
151,
145,
147,
148,
146,
149,
152,
156,
153,
155,
154,
157,
163,
164,
158,
160,
161,
159,
162,
165,
167,
168,
166,
169,
171,
173,
174,
172,
175,
176,
177,
178,
180,
179,
182,
183
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
8722
],
[
92,
10029
],
[
92,
10029
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5268
],
[
78,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
1080
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
83,
10028
],
[
67,
243
],
[
67,
243
],
[
54,
10028
],
[
95,
8723
],
[
83,
10028
],
[
61,
8722
],
[
54,
10028
],
[
61,
8722
],
[
54,
10028
],
[
54,
10028
],
[
95,
6758
],
[
79,
991
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
9242
],
[
61,
5268
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
83,
10028
],
[
67,
243
],
[
67,
243
],
[
54,
10028
],
[
95,
6758
],
[
79,
991
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
9242
],
[
61,
5268
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
40,
10028
],
[
61,
5268
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
9858
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
8691
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
9858
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
11,
10028
],
[
61,
9858
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
9858
],
[
78,
10028
],
[
60,
10028
],
[
11,
10028
],
[
67,
160
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"shake",
"shake",
"branch"
]
] | 184
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
184
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"stride"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"is_training"
],
[
"Store",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"TRAIN"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"stride"
],
[
"Load",
"__NONE__"
],
[
"Name",
"stride"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"padding"
],
[
"Str",
"SAME"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"training"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"padding"
],
[
"Str",
"SAME"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"training"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stop_gradient"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
12,
12,
12,
13,
13,
14,
18,
18,
19,
19,
20,
20,
21,
26,
26,
27,
29,
29,
29,
30,
30,
31,
31,
32,
35,
37,
40,
40,
41,
43,
43,
44,
44,
44,
44,
44,
45,
45,
46,
49,
49,
49,
49,
49,
50,
56,
58,
60,
61,
61,
62,
65,
65,
66,
68,
68,
69,
71,
71,
72,
75,
75,
76,
78,
78,
79,
79,
79,
79,
79,
80,
80,
81,
84,
84,
84,
84,
84,
85,
91,
93,
95,
96,
96,
97,
100,
100,
101,
103,
103,
104,
106,
106,
107,
110,
110,
111,
113,
113,
114,
114,
115,
118,
120,
120,
121,
123,
123,
124,
124,
125,
128,
130,
130,
131,
133,
133,
134,
134,
134,
135,
138,
140,
140,
141,
143,
145,
145,
146,
148,
148,
149,
149,
149,
150,
153,
155,
155,
156,
158,
160,
160,
161,
163,
163,
163,
164,
166,
168,
170,
170,
171,
173,
175,
175,
175,
176,
176,
176,
177,
179,
179,
179,
180,
182,
186,
186,
187,
189,
191,
191,
191,
191,
192,
193,
193,
194,
194,
195,
198,
198,
199,
199,
202,
204,
204,
205,
207,
207,
207,
207,
207,
207,
207,
208,
210,
212,
214,
216,
218,
220,
222,
222,
223,
225,
225,
225,
226,
226,
227,
227,
228,
232,
234,
234,
234,
237,
237,
238,
241,
242,
242,
243,
243,
244,
247,
249,
249,
250,
252,
252,
252,
252,
252,
253,
255,
257,
259,
261,
263,
263,
263,
263,
263,
263,
263,
263,
264,
264,
265,
268,
268,
269,
271,
271,
271,
272,
272,
273,
277,
279,
279,
280,
282,
282,
282,
283,
283,
284,
287,
288,
290,
291,
291,
294,
294,
295,
297,
297,
298,
298,
299,
299,
300,
304,
306,
306,
307,
309,
309,
309,
309,
309,
310,
310,
311,
311,
312,
316,
318,
320,
320,
320,
324,
326,
326,
327,
329,
329,
329,
329,
330,
330,
331,
331,
332,
336,
338,
339,
341,
343,
344,
346,
347,
347,
347,
348,
351,
351,
352,
352,
353,
356
],
[
1,
2,
7,
9,
26,
40,
75,
110,
120,
130,
145,
160,
170,
175,
249,
263,
3,
4,
5,
6,
8,
10,
12,
11,
13,
17,
18,
14,
16,
15,
19,
25,
20,
24,
21,
23,
22,
27,
29,
28,
30,
37,
39,
31,
35,
32,
34,
33,
36,
38,
41,
43,
42,
44,
65,
45,
49,
56,
58,
60,
46,
48,
47,
50,
52,
53,
54,
55,
51,
57,
59,
61,
62,
64,
63,
66,
68,
67,
69,
71,
70,
72,
74,
73,
76,
78,
77,
79,
100,
80,
84,
91,
93,
95,
81,
83,
82,
85,
87,
88,
89,
90,
86,
92,
94,
96,
97,
99,
98,
101,
103,
102,
104,
106,
105,
107,
109,
108,
111,
113,
112,
114,
118,
115,
117,
116,
119,
121,
123,
122,
124,
128,
125,
127,
126,
129,
131,
133,
132,
134,
140,
135,
137,
138,
136,
139,
141,
143,
142,
144,
146,
148,
147,
149,
155,
150,
152,
153,
151,
154,
156,
158,
157,
159,
161,
163,
162,
164,
166,
168,
165,
167,
169,
171,
173,
172,
174,
176,
186,
191,
177,
179,
185,
178,
180,
182,
184,
181,
183,
187,
189,
188,
190,
192,
204,
222,
241,
193,
194,
198,
195,
197,
196,
199,
202,
200,
201,
203,
205,
207,
206,
208,
210,
212,
214,
216,
218,
220,
209,
211,
213,
215,
217,
219,
221,
223,
225,
224,
226,
232,
234,
227,
231,
228,
230,
229,
233,
235,
236,
237,
238,
240,
239,
242,
243,
247,
244,
246,
245,
248,
250,
252,
251,
253,
255,
257,
259,
261,
254,
256,
258,
260,
262,
264,
268,
279,
294,
306,
326,
343,
346,
265,
267,
266,
269,
271,
270,
272,
276,
277,
273,
275,
274,
278,
280,
282,
281,
283,
287,
290,
284,
286,
285,
288,
289,
291,
292,
293,
295,
297,
296,
298,
304,
299,
303,
300,
302,
301,
305,
307,
309,
308,
310,
316,
318,
320,
324,
311,
315,
312,
314,
313,
317,
319,
321,
322,
323,
325,
327,
329,
328,
330,
336,
338,
341,
331,
335,
332,
334,
333,
337,
339,
340,
342,
344,
345,
347,
348,
350,
351,
349,
352,
356,
353,
355,
354,
357
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
8722
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5268
],
[
78,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
1080
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
2215
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
159
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
95,
6026
],
[
67,
129
],
[
95,
5901
],
[
67,
159
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
159
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
95,
6026
],
[
67,
129
],
[
95,
5901
],
[
67,
159
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
11,
10028
],
[
61,
8003
],
[
54,
10028
],
[
26,
10028
],
[
61,
10029
],
[
54,
10028
],
[
94,
10028
],
[
61,
8003
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
11,
10028
],
[
61,
8003
],
[
54,
10028
],
[
26,
10028
],
[
61,
10029
],
[
54,
10028
],
[
94,
10028
],
[
61,
8003
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
2357
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
2355
],
[
78,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3829
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
61,
2355
],
[
54,
10028
],
[
4,
10028
],
[
61,
2151
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8722
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
2151
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
2151
],
[
54,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
2357
],
[
54,
10028
],
[
54,
10028
],
[
61,
2151
],
[
54,
10028
],
[
4,
10028
],
[
61,
7723
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8722
],
[
54,
10028
],
[
61,
5268
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
52,
10028
],
[
61,
7723
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
61,
2357
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
9550
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
9242
],
[
61,
5268
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
11,
10028
],
[
61,
7723
],
[
54,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2357
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
]
] |
[
[
"shake",
"shake",
"block"
]
] | 358
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
358
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"stride"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"is_training"
],
[
"Store",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"TRAIN"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"minval"
],
[
"Num",
"0"
],
[
"keyword",
"maxval"
],
[
"Num",
"1"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"minval"
],
[
"Num",
"0"
],
[
"keyword",
"maxval"
],
[
"Num",
"1"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"samp"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"samp"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"samp"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"samp"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"branches"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"branch"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"enumerate"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"branch"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"b"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"stride"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"b"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"b"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"branches"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"b"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"res"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"stride"
],
[
"Load",
"__NONE__"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"branches"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"values"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"training"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"branches"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
10,
10,
11,
13,
13,
14,
16,
18,
18,
19,
21,
21,
21,
22,
22,
22,
23,
27,
30,
30,
31,
32,
32,
33,
33,
34,
37,
37,
38,
38,
41,
43,
43,
44,
46,
46,
46,
46,
46,
47,
49,
51,
53,
55,
57,
58
],
[
1,
2,
8,
10,
57,
3,
4,
5,
6,
7,
9,
11,
13,
18,
30,
12,
14,
16,
15,
17,
19,
21,
20,
22,
27,
29,
23,
25,
26,
24,
28,
31,
43,
32,
33,
37,
34,
36,
35,
38,
41,
39,
40,
42,
44,
46,
45,
47,
49,
51,
53,
55,
48,
50,
52,
54,
56,
58,
59
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
6447
],
[
92,
8722
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
33,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6447
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
61,
8722
],
[
54,
10028
],
[
67,
159
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
]
] |
[
[
"shake",
"shake",
"layer"
]
] | 60
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
60
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"num_blocks"
],
[
"arg",
"stride"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"num_blocks"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Name",
"stride"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
9,
10,
13,
13,
14,
14,
15,
19,
19,
20,
20,
21,
25,
25,
26,
26,
27,
31,
31,
32,
32,
33,
37,
37,
38,
38,
39,
43,
43,
44,
44,
45,
49,
49,
50,
50,
51,
55,
55,
56,
56,
57,
61,
61,
62,
62,
63,
67,
67,
68,
68,
69,
73,
73,
74,
74,
75,
79,
79,
80,
80,
81,
85,
85,
86,
86,
87,
91,
91,
92,
92,
93,
97,
97,
98,
98,
99,
103,
103,
104,
104,
105,
109,
110,
110,
110,
111,
111,
112,
117,
118,
118,
118,
119,
119,
120,
124,
124,
125,
128,
129
],
[
1,
2,
3,
5,
13,
19,
25,
31,
37,
43,
49,
55,
61,
67,
73,
79,
85,
91,
97,
103,
109,
117,
128,
4,
6,
8,
7,
9,
10,
12,
11,
14,
18,
15,
17,
16,
20,
24,
21,
23,
22,
26,
30,
27,
29,
28,
32,
36,
33,
35,
34,
38,
42,
39,
41,
40,
44,
48,
45,
47,
46,
50,
54,
51,
53,
52,
56,
60,
57,
59,
58,
62,
66,
63,
65,
64,
68,
72,
69,
71,
70,
74,
78,
75,
77,
76,
80,
84,
81,
83,
82,
86,
90,
87,
89,
88,
92,
96,
93,
95,
94,
98,
102,
99,
101,
100,
104,
108,
105,
107,
106,
110,
111,
115,
116,
112,
114,
113,
118,
119,
123,
124,
120,
122,
121,
125,
127,
126,
129,
130
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
191
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
250
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
3649
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
129
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
237
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
169
],
[
4,
10028
],
[
8,
5094
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
160
],
[
4,
10028
],
[
8,
9754
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
132
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
154
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
215
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
62,
10028
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"shakeshake",
"small"
]
] | 131
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
131
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"128"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"32"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"26"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"initializer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"weight_decay"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0001"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.9"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"2"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
11,
13,
14,
14,
14,
15,
19,
19,
20,
20,
20,
21,
21,
22,
24,
28,
30,
30,
31,
33,
33,
34,
36,
36,
36,
37,
39,
41,
41,
41,
42,
45,
45,
45,
46,
46,
46,
47,
49,
50,
50,
55,
57,
57,
58,
58,
60,
62,
64,
64,
65,
67,
67,
67,
68,
68,
69,
71,
75,
75,
76,
78,
78,
78,
79,
81,
82,
85,
85,
86,
88,
88,
88,
89,
91,
92,
95,
95,
96,
98,
100,
100,
100,
100,
101,
103,
105,
105,
105,
106,
108,
108,
109,
111,
111,
111,
112,
115,
117,
117,
118,
120,
120,
120,
121,
124,
126,
127,
127,
128,
128,
129,
132,
134,
134,
135,
137,
137,
138,
138,
138,
139,
142,
144,
144,
145,
147,
149,
150,
150,
151,
153
],
[
1,
2,
11,
13,
19,
30,
57,
64,
75,
85,
95,
100,
134,
149,
3,
4,
5,
6,
7,
8,
9,
10,
12,
14,
15,
17,
18,
16,
20,
28,
21,
26,
27,
22,
24,
23,
25,
29,
31,
33,
32,
34,
36,
35,
37,
39,
41,
38,
40,
42,
44,
45,
43,
46,
54,
55,
47,
49,
53,
48,
50,
51,
52,
56,
58,
62,
59,
60,
61,
63,
65,
67,
66,
68,
73,
74,
69,
71,
70,
72,
76,
78,
77,
79,
81,
84,
80,
82,
83,
86,
88,
87,
89,
91,
94,
90,
92,
93,
96,
98,
97,
99,
101,
103,
105,
126,
102,
104,
106,
108,
117,
107,
109,
111,
110,
112,
114,
115,
113,
116,
118,
120,
119,
121,
123,
124,
122,
125,
127,
128,
132,
129,
131,
130,
133,
135,
137,
136,
138,
144,
139,
141,
142,
140,
143,
145,
147,
146,
148,
150,
151,
153,
152,
154
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8680
],
[
92,
9550
],
[
92,
6476
],
[
92,
3415
],
[
92,
10029
],
[
67,
169
],
[
67,
141
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
3,
10028
],
[
20,
10028
],
[
61,
6476
],
[
54,
10028
],
[
38,
10028
],
[
67,
129
],
[
40,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
8680
],
[
54,
10028
],
[
55,
10028
],
[
67,
215
],
[
73,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
61,
7982
],
[
54,
10028
],
[
94,
10028
],
[
61,
7982
],
[
78,
10028
],
[
61,
8680
],
[
54,
10028
],
[
20,
10028
],
[
61,
7982
],
[
54,
10028
],
[
56,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8680
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
80,
10028
],
[
61,
6476
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
9550
],
[
54,
10028
],
[
45,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
9550
],
[
54,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
9527
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
9527
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
9527
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
20,
10028
],
[
61,
6531
],
[
54,
10028
],
[
55,
10028
],
[
61,
3415
],
[
54,
10028
],
[
94,
10028
],
[
61,
6531
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
1832
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
10
],
[
8
],
[
7
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"has",
"metric",
"plateaued"
]
] | 155
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
155
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"steps"
],
[
"arg",
"values"
],
[
"arg",
"num_steps"
],
[
"arg",
"delta"
],
[
"arg",
"__UNK__"
],
[
"Num",
"100"
],
[
"Num",
"0.1"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"num_steps"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"0"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"steps"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Num",
"2"
],
[
"Return",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"s"
],
[
"Store",
"__NONE__"
],
[
"Name",
"steps"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"LtE",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"steps"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"num_steps"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"values"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"values"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"val"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"val"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"val"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"obs"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Name",
"delta"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"obs"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"all"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
9,
10,
13,
14,
14,
14,
15,
15,
16,
21,
22,
22,
22,
23,
23,
24,
29,
30,
30,
30,
31,
31,
32,
37,
38,
38,
38,
39,
39,
40,
45,
46,
46,
46,
47,
47,
48,
53,
54,
54,
54,
55,
55,
56,
61,
62,
62,
62,
63,
63,
64,
69,
70,
70,
70,
71,
71,
72,
77,
78,
78,
78,
79,
79,
80,
85,
85,
86,
86,
87,
90,
90,
90,
90,
93,
93,
94,
97,
97,
98,
101,
101,
102,
102,
103,
106,
106,
108,
108,
109,
112,
112,
113,
113,
114,
117,
117,
119,
119,
120,
123,
123,
124,
124,
125,
129,
129,
130,
130,
131,
135,
135,
136,
136,
137,
141,
141,
142,
142,
143,
147,
147,
148,
148,
149,
153,
153,
154,
154,
155,
159,
159,
160,
160,
161,
165,
166
],
[
1,
2,
3,
5,
13,
21,
29,
37,
45,
53,
61,
69,
77,
85,
101,
112,
123,
129,
135,
141,
147,
153,
159,
165,
4,
6,
8,
7,
9,
10,
12,
11,
14,
15,
19,
20,
16,
18,
17,
22,
23,
27,
28,
24,
26,
25,
30,
31,
35,
36,
32,
34,
33,
38,
39,
43,
44,
40,
42,
41,
46,
47,
51,
52,
48,
50,
49,
54,
55,
59,
60,
56,
58,
57,
62,
63,
67,
68,
64,
66,
65,
70,
71,
75,
76,
72,
74,
73,
78,
79,
83,
84,
80,
82,
81,
86,
90,
87,
89,
88,
91,
92,
93,
97,
94,
96,
95,
98,
100,
99,
102,
106,
103,
105,
104,
107,
108,
109,
111,
110,
113,
117,
114,
116,
115,
118,
119,
120,
122,
121,
124,
128,
125,
127,
126,
130,
134,
131,
133,
132,
136,
140,
137,
139,
138,
142,
146,
143,
145,
144,
148,
152,
149,
151,
150,
154,
158,
155,
157,
156,
160,
164,
161,
163,
162,
166,
167
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
311
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
250
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
135
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
135
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
10029
],
[
4,
10028
],
[
8,
2339
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
24,
10028
],
[
79,
5131
],
[
79,
8941
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
5754
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
24,
10028
],
[
79,
8941
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
9197
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
24,
10028
],
[
79,
8941
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
5612
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
175
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
129
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"next",
"frame",
"savp"
]
] | 168
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
168
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"8"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"32"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.01"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.01"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"bottom"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"inputs"
],
[
"Str",
"targets"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"loss"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"targets"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"top"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"targets"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"linear"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100000"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
36
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
37
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
133
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"next",
"frame",
"savp",
"vae"
]
] | 38
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
38
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.001"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
41,
42,
42,
43,
47,
47,
48,
48,
49,
53,
53,
54,
54,
55,
59,
60
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
46,
43,
45,
44,
48,
52,
49,
51,
50,
54,
58,
55,
57,
56,
60,
61
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
133
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
148
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
175
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"next",
"frame",
"savp",
"gan"
]
] | 62
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
62
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.001"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.5"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100000"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
3,
5,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
7,
7,
8,
11,
13,
14,
14,
14,
17,
17,
18,
18,
19,
23,
25,
27,
29,
31,
33,
35,
37
],
[
1,
2,
3,
5,
4,
6,
7,
11,
13,
23,
25,
27,
29,
31,
33,
35,
37,
8,
10,
9,
12,
14,
15,
16,
17,
18,
22,
19,
21,
20,
24,
26,
28,
30,
32,
34,
36,
38
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
7380
],
[
62,
10028
],
[
95,
10029
],
[
11,
10028
],
[
67,
168
],
[
26,
10028
],
[
8,
5862
],
[
8,
5157
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
6612
],
[
79,
10029
],
[
95,
5548
],
[
67,
160
],
[
95,
10029
],
[
67,
221
],
[
95,
10029
],
[
79,
10029
],
[
95,
3852
],
[
67,
212
],
[
95,
2242
],
[
67,
130
],
[
95,
2243
],
[
67,
10029
],
[
95,
10029
],
[
62,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"diet",
"adam",
"optimizer",
"params"
]
] | 39
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
39
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"quantize"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"10.0"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"max"
],
[
"Attribute",
"int16"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"optimizer"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"learning_rate"
],
[
"Num",
"1.0"
],
[
"keyword",
"__UNK__"
],
[
"Num",
"2000"
],
[
"keyword",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"epsilon"
],
[
"Num",
"1e-10"
],
[
"keyword",
"beta1"
],
[
"Num",
"0.0"
],
[
"keyword",
"beta2"
],
[
"Num",
"__UNK__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
8,
8,
8,
8,
8,
9,
11,
11,
12,
14,
14,
14,
15,
16,
16,
17,
18,
18,
19,
23,
24,
24,
28,
28,
29,
31,
31,
31,
31,
31,
32,
32,
33,
33,
34,
38,
40,
42,
43,
43,
44,
44,
45,
49,
51,
51,
52,
54,
54,
54,
54,
55,
55,
56,
56,
57,
61,
63,
65,
67,
67,
67,
68,
71,
71,
72,
72,
73,
76,
76,
77,
77,
78,
81,
81,
81,
82,
85,
87,
88,
90,
90,
91,
93,
95,
96,
96,
97,
99
],
[
1,
2,
6,
8,
95,
3,
4,
5,
7,
9,
11,
28,
51,
67,
87,
90,
10,
12,
14,
13,
15,
23,
27,
16,
17,
22,
18,
19,
21,
20,
24,
25,
26,
29,
31,
30,
32,
38,
40,
42,
49,
33,
37,
34,
36,
35,
39,
41,
43,
44,
48,
45,
47,
46,
50,
52,
54,
53,
55,
61,
63,
65,
56,
60,
57,
59,
58,
62,
64,
66,
68,
70,
71,
69,
72,
76,
73,
75,
74,
77,
81,
78,
80,
79,
82,
84,
85,
83,
86,
88,
89,
91,
93,
92,
94,
96,
97,
99,
98,
100
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4826
],
[
92,
6802
],
[
30,
10028
],
[
79,
10029
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
4,
10028
],
[
61,
3521
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
9858
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
4747
],
[
78,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
4826
],
[
54,
10028
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
9465
],
[
62,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
4747
],
[
54,
10028
],
[
61,
3521
],
[
54,
10028
],
[
95,
9465
],
[
62,
10028
],
[
9,
10028
],
[
61,
9921
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
3521
],
[
54,
10028
],
[
60,
10028
],
[
61,
4826
],
[
54,
10028
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"diet",
"expert"
]
] | 101
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
101
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"hidden_size"
],
[
"arg",
"params"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dim"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"h"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hidden_size"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"use_bias"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dim"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"use_bias"
],
[
"NameConstant",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"dim"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"hidden_size"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
10,
12,
12,
13,
16,
17,
19,
19,
20,
20,
22,
24,
25,
25,
25,
26,
26,
27,
30,
30,
30,
31,
31,
32,
35,
35,
35,
36,
39,
39,
40,
43,
43,
44,
47,
47,
48,
51,
51,
52,
54,
54,
55,
55,
56,
59,
61,
61,
62,
64,
64,
65,
65,
66,
69,
71,
71,
72,
74,
74,
74,
75,
78,
78,
79,
82,
82,
83,
85,
85,
86,
86,
87,
90,
90,
90,
91,
94,
94,
95,
95,
96,
99,
99,
100,
100,
101,
104,
106,
106,
107,
109,
109,
109,
110,
110,
110,
111,
111,
112,
115,
117,
117,
118,
118,
119,
124,
126,
126,
127,
129,
129,
129,
130,
130,
131,
134,
134,
134,
135,
135,
136,
139,
141,
141,
142,
145,
145,
146,
149,
150
],
[
1,
2,
7,
9,
19,
51,
61,
71,
82,
106,
126,
149,
3,
4,
5,
6,
8,
10,
16,
11,
12,
13,
15,
14,
17,
18,
20,
24,
21,
22,
23,
25,
26,
30,
47,
27,
29,
28,
31,
35,
43,
32,
34,
33,
36,
38,
39,
37,
40,
42,
41,
44,
46,
45,
48,
50,
49,
52,
54,
53,
55,
59,
56,
58,
57,
60,
62,
64,
63,
65,
69,
66,
68,
67,
70,
72,
74,
73,
75,
77,
78,
76,
79,
81,
80,
83,
85,
84,
86,
90,
87,
89,
88,
91,
93,
94,
92,
95,
99,
96,
98,
97,
100,
104,
101,
103,
102,
105,
107,
109,
108,
110,
123,
124,
111,
115,
117,
112,
114,
113,
116,
118,
122,
119,
121,
120,
125,
127,
129,
128,
130,
134,
145,
131,
133,
132,
135,
139,
141,
136,
138,
137,
140,
142,
144,
143,
146,
148,
147,
150,
151
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
6802
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
8,
7380
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
2509
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
9858
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
8,
5157
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
1671
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8361
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
4270
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
9921
],
[
54,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
8,
5862
],
[
8,
5157
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7349
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
2509
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
8,
5157
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
7349
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"quantize"
]
] | 152
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
152
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"params"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Attribute",
"quantize"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"cast"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"int16"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"abs"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"floor"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"max"
],
[
"Attribute",
"int16"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"cast"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"int16"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
8,
10,
10,
11,
14,
15,
17,
18,
18,
18,
19,
19,
20,
20,
21,
24,
24,
24,
25,
25,
26,
29,
31,
31,
32,
36,
36,
37
],
[
1,
2,
5,
7,
17,
3,
4,
6,
8,
14,
9,
10,
11,
13,
12,
15,
16,
18,
19,
35,
36,
20,
24,
21,
23,
22,
25,
29,
31,
26,
28,
27,
30,
32,
34,
33,
37,
39,
38
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7349
],
[
92,
6802
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
8,
7380
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
7349
],
[
54,
10028
],
[
73,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
8,
5157
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
]
] |
[
[
"dequantize"
]
] | 40
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
40
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"q"
],
[
"arg",
"params"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Attribute",
"quantize"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"int16"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
4,
6,
6,
6,
6,
6,
7,
7,
7,
7,
12,
14,
15,
17,
18,
20,
20,
20,
20,
20,
20,
21,
21,
22,
22,
23,
23,
24,
28,
30,
30,
31,
33,
33,
34,
34,
35,
39,
39,
40,
42,
42,
42,
42,
43,
43,
44,
47,
49,
49,
51,
53,
55,
55,
56,
56,
57,
60,
60,
61,
63,
63,
63,
63,
64,
66,
68,
70,
72,
73,
73,
74,
74,
75,
78,
80,
81,
83,
83,
83,
83,
83,
83,
83,
83,
83,
83,
84,
84,
87,
89,
89,
90,
90,
91,
94,
94,
95,
95,
95,
96,
98,
101,
101,
102,
105,
105,
106,
106,
106,
107,
109,
112,
114,
114,
115,
115,
115,
116,
118,
122,
122,
123,
125,
125,
126,
128,
129,
131,
131,
132,
134,
134,
134,
135,
137,
139,
141,
141,
142,
142,
144,
144,
144,
145,
147,
150,
150,
151,
151,
152,
155,
155,
156,
158,
160,
161,
161,
162,
162,
163,
163,
163,
164,
164,
165,
168,
169,
169,
170,
175,
177,
178,
180,
181
],
[
1,
2,
4,
6,
83,
180,
3,
5,
7,
12,
14,
17,
20,
8,
9,
10,
11,
13,
15,
16,
18,
19,
21,
30,
39,
55,
72,
80,
22,
28,
23,
27,
24,
26,
25,
29,
31,
33,
32,
34,
38,
35,
37,
36,
40,
42,
41,
43,
47,
49,
53,
44,
46,
45,
48,
50,
51,
52,
54,
56,
60,
57,
59,
58,
61,
63,
62,
64,
66,
68,
70,
65,
67,
69,
71,
73,
74,
78,
75,
77,
76,
79,
81,
82,
84,
87,
89,
105,
114,
122,
131,
141,
160,
177,
85,
86,
88,
90,
94,
91,
93,
92,
95,
101,
96,
98,
100,
97,
99,
102,
104,
103,
106,
112,
107,
109,
111,
108,
110,
113,
115,
121,
116,
118,
120,
117,
119,
123,
125,
124,
126,
128,
127,
129,
130,
132,
134,
133,
135,
137,
139,
136,
138,
140,
142,
150,
143,
144,
145,
147,
149,
146,
148,
151,
155,
152,
154,
153,
156,
158,
157,
159,
161,
162,
175,
163,
174,
164,
168,
173,
165,
167,
166,
169,
170,
172,
171,
176,
178,
179,
181,
182
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
6802
],
[
30,
10028
],
[
79,
10029
],
[
35,
10029
],
[
93,
10028
],
[
92,
8309
],
[
92,
3667
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
23,
10028
],
[
61,
3667
],
[
22,
10028
],
[
23,
10028
],
[
61,
10029
],
[
22,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
78,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8561
],
[
61,
5854
],
[
54,
10028
],
[
54,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
7800
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8309
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
8,
7380
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7800
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7800
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7800
],
[
54,
10028
],
[
73,
10028
],
[
61,
7800
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
4638
],
[
92,
5473
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
8,
7380
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5473
],
[
54,
10028
],
[
45,
10028
],
[
79,
3667
],
[
78,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5473
],
[
54,
10028
],
[
45,
10028
],
[
79,
5094
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5473
],
[
54,
10028
],
[
45,
10028
],
[
79,
9240
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
4638
],
[
54,
10028
],
[
95,
10028
],
[
61,
5473
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
61,
4771
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3383
],
[
54,
10028
],
[
61,
5631
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
81,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
8,
6195
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"make",
"diet",
"var",
"getter"
]
] | 183
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
183
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"params"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"shape"
],
[
"arg",
"dtype"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Delete",
"__NONE__"
],
[
"Name",
"dtype"
],
[
"Del",
"__NONE__"
],
[
"Delete",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Del",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sqrt"
],
[
"Name",
"math"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"ret"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"quantize"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"ret"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ret"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ret"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"ret"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"getter"
],
[
"arg",
"kwargs"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"quantize"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"dtype"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"initializer"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"trainable"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"getter"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"hasattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"defaultdict"
],
[
"Load",
"__NONE__"
],
[
"Name",
"list"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Attribute",
"name"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
9,
11,
13,
13,
13,
13,
14,
14,
14,
14,
19,
21,
22,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
25,
25,
26,
26,
26,
27,
27,
28,
32,
32,
33,
33,
33,
34,
36,
40,
42,
42,
43,
44,
44,
44,
45,
45,
46,
49,
49,
49,
50,
52,
55,
57,
57,
58,
60,
60,
61,
63,
63,
64,
67,
67,
68,
70,
70,
71,
71,
72,
72,
73,
76,
78,
78,
79,
81,
83,
83,
84,
86,
86,
87,
87,
87,
88,
88,
88,
89,
89,
90,
93,
94,
94,
95,
99,
100,
100,
104,
104,
105,
107,
109,
109,
110,
112,
112,
112,
112,
113,
113,
114,
117,
119,
119,
119,
120,
123,
125,
127,
127,
128,
130,
130,
130,
131,
133,
134,
134,
135,
137,
140,
140,
141,
143,
143,
143,
144,
146,
147,
147,
148,
150,
153,
153,
154,
156,
156,
157,
159,
161,
161,
162,
164,
166,
166,
166,
166,
166,
167,
167,
167,
168,
170,
173,
173,
173,
174,
176,
178,
180,
180,
181,
182,
182,
183,
183,
184,
187,
187,
188,
188,
188,
189,
191,
195,
196,
196,
197,
197,
198,
201,
203,
203,
204,
206,
206,
206,
207,
207,
208,
211,
213,
215,
216,
216,
217,
217,
218,
221,
223,
223,
224,
225,
225,
226,
226,
227,
230,
232,
232,
233,
235,
235,
236,
236,
237,
237,
238,
241,
243,
243,
244,
246,
248,
249,
249,
250,
250,
251,
254,
256,
257,
257,
257,
258,
260,
260,
260,
261,
261,
265,
265,
266,
268,
271,
271,
271,
272,
274,
274,
274,
274,
275,
275,
276,
276,
276,
276,
277,
277,
278,
282,
284,
285,
285,
286,
288,
290,
292,
293,
293,
294,
294,
295,
298,
300,
300,
301,
303,
303,
304,
306,
306,
307,
310,
311,
313,
313,
313,
314,
314,
315,
318,
320,
322,
322,
322,
323,
323,
324,
324,
324,
325,
325,
326,
330,
330,
331,
331,
331,
332,
334,
338,
340,
340,
341,
343,
343,
344,
346,
346,
347,
350,
351,
351,
352,
352,
353,
356,
358,
359
],
[
1,
2,
6,
8,
13,
271,
322,
358,
3,
4,
5,
7,
9,
11,
10,
12,
14,
19,
21,
24,
15,
16,
17,
18,
20,
22,
23,
25,
42,
67,
83,
109,
127,
140,
153,
161,
166,
223,
248,
256,
26,
40,
27,
31,
32,
28,
30,
29,
33,
39,
34,
36,
38,
35,
37,
41,
43,
57,
44,
45,
49,
55,
46,
48,
47,
50,
52,
54,
51,
53,
56,
58,
60,
59,
61,
63,
62,
64,
66,
65,
68,
70,
69,
71,
78,
72,
76,
73,
75,
74,
77,
79,
81,
80,
82,
84,
86,
85,
87,
104,
88,
99,
103,
89,
93,
98,
90,
92,
91,
94,
95,
97,
96,
100,
101,
102,
105,
107,
106,
108,
110,
112,
111,
113,
117,
119,
125,
114,
116,
115,
118,
120,
122,
123,
121,
124,
126,
128,
130,
129,
131,
133,
139,
132,
134,
135,
137,
136,
138,
141,
143,
142,
144,
146,
152,
145,
147,
148,
150,
149,
151,
154,
156,
155,
157,
159,
158,
160,
162,
164,
163,
165,
167,
173,
180,
203,
215,
168,
170,
172,
169,
171,
174,
176,
178,
175,
177,
179,
181,
195,
182,
183,
187,
184,
186,
185,
188,
194,
189,
191,
193,
190,
192,
196,
197,
201,
198,
200,
199,
202,
204,
206,
205,
207,
211,
213,
208,
210,
209,
212,
214,
216,
217,
221,
218,
220,
219,
222,
224,
232,
225,
226,
230,
227,
229,
228,
231,
233,
235,
234,
236,
243,
237,
241,
238,
240,
239,
242,
244,
246,
245,
247,
249,
250,
254,
251,
253,
252,
255,
257,
258,
260,
270,
259,
261,
264,
265,
262,
263,
266,
268,
267,
269,
272,
274,
313,
273,
275,
292,
300,
310,
276,
290,
277,
281,
282,
284,
278,
280,
279,
283,
285,
286,
288,
287,
289,
291,
293,
294,
298,
295,
297,
296,
299,
301,
303,
302,
304,
306,
305,
307,
309,
308,
311,
312,
314,
318,
320,
315,
317,
316,
319,
321,
323,
340,
350,
324,
338,
325,
329,
330,
326,
328,
327,
331,
337,
332,
334,
336,
333,
335,
339,
341,
343,
342,
344,
346,
345,
347,
349,
348,
351,
352,
356,
353,
355,
354,
357,
359,
360
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4284
],
[
92,
1984
],
[
92,
6802
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
5131
],
[
92,
9565
],
[
92,
6714
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
23,
10028
],
[
61,
6714
],
[
22,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
3476
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
78,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
95,
7831
],
[
62,
10028
],
[
4,
10028
],
[
61,
6714
],
[
78,
10028
],
[
18,
10028
],
[
61,
4284
],
[
54,
10028
],
[
77,
10028
],
[
61,
5131
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9565
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
94,
10028
],
[
61,
9517
],
[
78,
10028
],
[
61,
9565
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
81,
10028
],
[
81,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
8,
6195
],
[
61,
9517
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
94,
10028
],
[
61,
9517
],
[
78,
10028
],
[
61,
9565
],
[
54,
10028
],
[
4,
10028
],
[
61,
4693
],
[
78,
10028
],
[
18,
10028
],
[
8,
4692
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6714
],
[
54,
10028
],
[
11,
10028
],
[
61,
5131
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
4693
],
[
54,
10028
],
[
76,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
4693
],
[
54,
10028
],
[
76,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6608
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
9517
],
[
78,
10028
],
[
61,
3683
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
61,
9565
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
6195
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6608
],
[
54,
10028
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6608
],
[
54,
10028
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
61,
3683
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3687
],
[
54,
10028
],
[
94,
10028
],
[
61,
3687
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
52,
10028
],
[
62,
10028
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
9565
],
[
54,
10028
],
[
54,
10028
],
[
35,
4347
],
[
93,
10028
],
[
92,
5131
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
95,
3377
],
[
79,
10029
],
[
95,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
61,
9701
],
[
78,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9701
],
[
54,
10028
],
[
4,
10028
],
[
61,
6714
],
[
78,
10028
],
[
18,
10028
],
[
61,
4284
],
[
54,
10028
],
[
77,
10028
],
[
61,
5131
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
6714
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
3476
],
[
81,
10028
],
[
61,
1984
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
78,
10028
],
[
4,
10028
],
[
61,
6714
],
[
78,
10028
],
[
18,
10028
],
[
61,
4347
],
[
54,
10028
],
[
77,
10028
],
[
61,
1984
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
6714
],
[
54,
10028
],
[
73,
10028
],
[
61,
6714
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
7
],
[
8
],
[
9
],
[
9
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"fn",
"with",
"diet",
"vars"
]
] | 361
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
361
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"fn"
],
[
"arg",
"args"
],
[
"arg",
"params"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"variables"
],
[
"arg",
"outputs"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Delete",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Del",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"device"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"reuse"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"fn"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"variables"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Name",
"variables"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Attribute",
"name"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Name",
"variables"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"grads"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"gradients"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"grads"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"grads"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"opt"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Name",
"dv"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Name",
"variables"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"name"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"opt"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"opt"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dv"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dx"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"dx"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"variables"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"forward"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"default_name"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vs"
],
[
"Store",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"fn"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"device"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"args"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"forward"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"args"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"outputs"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
9,
9,
10,
10,
11,
14,
16,
16,
16,
17,
19,
19,
20,
22,
23,
23,
23,
23,
24,
26,
28,
30,
32,
33,
35,
36
],
[
1,
2,
4,
6,
16,
35,
3,
5,
7,
9,
8,
10,
14,
11,
13,
12,
15,
17,
19,
32,
18,
20,
22,
21,
23,
24,
26,
28,
30,
25,
27,
29,
31,
33,
34,
36,
37
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
6802
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
6802
],
[
78,
10028
],
[
18,
10028
],
[
8,
3053
],
[
61,
3053
],
[
54,
10028
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
35,
3346
],
[
93,
10028
],
[
92,
4284
],
[
35,
9830
],
[
93,
10028
],
[
92,
1984
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4284
],
[
54,
10028
],
[
61,
1984
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
73,
10028
],
[
61,
9830
],
[
54,
10028
],
[
73,
10028
],
[
61,
3346
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"fn",
"with",
"diet",
"vars"
]
] | 38
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
38
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"params"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"params"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"copy"
],
[
"Name",
"copy"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"dec"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"fn"
],
[
"FunctionDef",
"wrapped"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"args"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"fn"
],
[
"Load",
"__NONE__"
],
[
"Name",
"args"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"wrapped"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
11,
14,
14,
15,
17,
18,
18,
19,
20,
20,
21,
25,
25,
26,
26,
28,
28,
28,
29,
31,
34,
34,
35,
35,
36,
39,
39,
40,
42,
44,
44,
45,
47,
47,
48,
48,
49,
53,
53,
54,
56,
56,
56,
57,
57,
58,
61,
62,
65,
65,
65,
65,
66,
66,
66,
68,
68,
69,
72,
72,
72,
73,
73,
74,
76,
80,
80,
81,
81,
81,
82,
84,
87,
87,
87,
87,
87,
88,
88,
89,
92,
92,
92,
93,
97,
97,
97,
98,
98,
98,
99,
101,
106,
108,
109,
110,
110,
111,
114,
114,
115,
115,
115,
116,
118,
121,
121,
121,
121,
121,
122,
122,
123,
126,
126,
126,
127,
131,
131,
131,
133,
133,
133,
134,
136,
140,
142,
143,
144,
144,
145,
148,
148,
149,
149,
149,
150,
152,
155,
155,
155,
155,
155,
156,
156,
157,
160,
160,
160,
161,
165,
167,
169,
170,
171,
171,
172,
175,
175,
176,
176,
176,
177,
177,
178,
183,
183,
184,
184,
184,
185,
187,
190,
190,
190,
190,
190,
191,
191,
192,
195,
195,
195,
196,
200,
202,
204,
205,
206,
206,
207
],
[
1,
2,
5,
7,
14,
25,
44,
53,
65,
175,
3,
4,
6,
8,
10,
9,
11,
13,
12,
15,
17,
16,
18,
19,
24,
20,
21,
23,
22,
26,
34,
27,
28,
29,
31,
33,
30,
32,
35,
39,
36,
38,
37,
40,
42,
41,
43,
45,
47,
46,
48,
52,
49,
51,
50,
54,
56,
55,
57,
61,
64,
58,
60,
59,
62,
63,
66,
80,
114,
148,
67,
68,
72,
69,
71,
70,
73,
78,
79,
74,
76,
75,
77,
81,
87,
82,
84,
86,
83,
85,
88,
92,
97,
106,
108,
89,
91,
90,
93,
95,
96,
94,
98,
104,
105,
99,
101,
103,
100,
102,
107,
109,
110,
111,
113,
112,
115,
121,
116,
118,
120,
117,
119,
122,
126,
131,
140,
142,
123,
125,
124,
127,
129,
130,
128,
132,
133,
139,
134,
136,
138,
135,
137,
141,
143,
144,
145,
147,
146,
149,
155,
150,
152,
154,
151,
153,
156,
160,
165,
167,
169,
157,
159,
158,
161,
163,
164,
162,
166,
168,
170,
171,
172,
174,
173,
176,
183,
177,
181,
182,
178,
180,
179,
184,
190,
185,
187,
189,
186,
188,
191,
195,
200,
202,
204,
192,
194,
193,
196,
198,
199,
197,
201,
203,
205,
206,
207,
209,
208
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
9553
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
6802
],
[
78,
10028
],
[
8,
6802
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
8309
],
[
78,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
9553
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
61,
4771
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
79,
8431
],
[
4,
10028
],
[
8,
8431
],
[
61,
6802
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3383
],
[
54,
10028
],
[
61,
3500
],
[
54,
10028
],
[
4,
10028
],
[
61,
6195
],
[
78,
10028
],
[
8,
6195
],
[
8,
6578
],
[
61,
9553
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
8431
],
[
78,
10028
],
[
81,
10028
],
[
8,
8431
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
61,
6195
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
8309
],
[
54,
10028
],
[
28,
10028
],
[
67,
215
],
[
4,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
6195
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
52,
10028
],
[
81,
10028
],
[
61,
8309
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
95,
9240
],
[
62,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
6195
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
52,
10028
],
[
67,
159
],
[
81,
10028
],
[
61,
8309
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
54,
10028
],
[
95,
9240
],
[
62,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
6195
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
61,
8309
],
[
54,
10028
],
[
95,
9240
],
[
62,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
2242
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
65,
10028
],
[
67,
130
],
[
4,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
6195
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
61,
8309
],
[
54,
10028
],
[
95,
9240
],
[
62,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
]
] |
[
[
"create",
"slots"
]
] | 210
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
210
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"var"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"params"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"params"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"var"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"hasattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Str",
"slots"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"slots"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"defaultdict"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dict"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"name"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"name"
],
[
"Attribute",
"op"
],
[
"Name",
"var"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"slots"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"trainable"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"trainable"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"trainable"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"beta1"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NotEq",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"trainable"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
9,
11,
11,
12,
15,
15,
16,
18,
18,
18,
19,
19,
20,
20,
21,
24,
24,
25,
30,
30,
31,
33,
33,
34,
37,
37,
37,
37,
38,
38,
38,
39,
39,
40,
45,
45,
45,
46,
49,
49,
49,
50,
50,
51,
54,
54,
54,
55,
58,
58,
58,
59,
59,
60,
64,
64,
67,
67,
67,
68,
71,
71,
74,
75,
75,
75,
76,
76,
77,
82,
82,
82,
83,
86,
86,
86,
87,
87,
88,
91,
91,
91,
92,
95,
95,
96,
100,
100,
101,
103,
103,
103,
104,
104,
105,
108,
109,
109,
110,
110,
111,
116,
116,
117,
119,
119,
120,
120,
121,
124,
126,
126,
127,
129,
129,
129,
130,
130,
131,
134,
134,
135,
138,
140,
140,
140,
140,
140,
140,
141,
141,
141,
143,
143,
144,
147,
147,
147,
148,
148,
149,
151,
151,
152,
157,
157,
158,
160,
160,
160,
161,
161,
162,
165,
165,
165,
166,
168,
171,
171,
171,
172,
172,
172,
173,
173,
173,
174,
176,
180,
180,
181,
185,
185,
185,
186,
186,
186,
186,
187,
187,
188,
191,
194,
197,
197,
197,
200,
200,
201,
204,
204,
205,
207,
207,
207,
208,
208,
209,
212,
212,
212,
213,
215,
218,
218,
218,
219,
219,
219,
220,
220,
220,
221,
223,
227,
227,
228,
232,
232,
232,
233,
233,
233,
233,
234,
234,
235,
238,
241,
244,
244,
244,
247,
247,
248,
251,
251,
251,
251,
251,
252,
253,
253,
254,
254,
255,
258,
258,
258,
259,
261,
264,
264,
265,
267,
267,
267,
268,
268,
269,
269,
270,
273,
273,
273,
274,
274,
274,
275,
277,
281,
281,
281,
284,
287,
287,
288,
291,
291,
292,
294,
294,
294,
295,
295,
296,
296,
297,
300,
300,
300,
301,
301,
301,
302,
304,
308,
308,
308,
311,
314,
314,
315,
318,
318,
318,
319,
322,
322,
323,
323,
324,
327,
329,
329,
330,
332,
332,
332,
333,
336,
338,
338,
339,
341,
341,
341,
342,
342,
343,
346,
346,
346,
347,
349,
352,
352,
352,
353,
353,
353,
354,
354,
354,
355,
357,
361,
361,
362,
366,
366,
366,
367,
370,
370,
370,
373,
373,
374,
377,
377,
378,
379,
379,
380,
380,
381,
384,
384,
385,
388,
388,
389,
391,
391,
391,
392,
392,
393,
393,
394,
397,
397,
397,
398,
398,
398,
399,
401,
405,
405,
405,
408,
411,
411,
412,
415,
415,
415,
416,
416,
416,
417,
417,
418,
423,
423,
424,
426,
426,
426,
427,
427,
428,
431,
431,
431,
432,
434,
437,
437,
437,
438,
438,
438,
439,
439,
439,
440,
442,
446,
446,
447,
451,
451,
451,
452,
455,
455,
455,
458,
458,
459,
462,
462,
463,
464,
464,
465,
465,
466,
469,
469,
470,
473,
473,
474,
476,
476,
476,
477,
479,
482,
482,
483,
485,
485,
485,
486,
486,
486,
487,
490,
493,
495,
495,
496,
498,
498,
498,
499,
501,
501,
501,
502,
502,
502,
503,
505,
507,
510,
512,
514,
515,
515,
515,
516,
516,
517,
520,
522
],
[
1,
2,
6,
8,
15,
30,
37,
100,
116,
126,
140,
415,
482,
495,
514,
3,
4,
5,
7,
9,
11,
10,
12,
14,
13,
16,
18,
17,
19,
28,
29,
20,
24,
21,
23,
22,
25,
27,
26,
31,
33,
32,
34,
36,
35,
38,
45,
74,
82,
39,
43,
44,
40,
42,
41,
46,
48,
49,
47,
50,
54,
67,
51,
53,
52,
55,
57,
58,
56,
59,
63,
64,
60,
62,
61,
65,
66,
68,
70,
71,
69,
72,
73,
75,
76,
80,
81,
77,
79,
78,
83,
85,
86,
84,
87,
91,
99,
88,
90,
89,
92,
94,
95,
93,
96,
98,
97,
101,
103,
102,
104,
108,
115,
105,
107,
106,
109,
110,
114,
111,
113,
112,
117,
119,
118,
120,
124,
121,
123,
122,
125,
127,
129,
128,
130,
134,
138,
131,
133,
132,
135,
137,
136,
139,
141,
157,
204,
251,
338,
377,
142,
143,
147,
144,
146,
145,
148,
155,
156,
149,
151,
150,
152,
154,
153,
158,
160,
159,
161,
165,
171,
162,
164,
163,
166,
168,
170,
167,
169,
172,
184,
185,
173,
179,
180,
174,
176,
178,
175,
177,
181,
183,
182,
186,
196,
197,
187,
191,
193,
194,
188,
190,
189,
192,
195,
198,
199,
200,
201,
203,
202,
205,
207,
206,
208,
212,
218,
209,
211,
210,
213,
215,
217,
214,
216,
219,
231,
232,
220,
226,
227,
221,
223,
225,
222,
224,
228,
230,
229,
233,
243,
244,
234,
238,
240,
241,
235,
237,
236,
239,
242,
245,
246,
247,
248,
250,
249,
252,
264,
291,
318,
329,
253,
254,
258,
255,
257,
256,
259,
261,
263,
260,
262,
265,
267,
266,
268,
286,
287,
269,
273,
270,
272,
271,
274,
280,
281,
275,
277,
279,
276,
278,
282,
283,
284,
285,
288,
290,
289,
292,
294,
293,
295,
313,
314,
296,
300,
297,
299,
298,
301,
307,
308,
302,
304,
306,
303,
305,
309,
310,
311,
312,
315,
317,
316,
319,
321,
322,
320,
323,
327,
324,
326,
325,
328,
330,
332,
331,
333,
335,
336,
334,
337,
339,
341,
340,
342,
346,
352,
343,
345,
344,
347,
349,
351,
348,
350,
353,
365,
366,
354,
360,
361,
355,
357,
359,
356,
358,
362,
364,
363,
367,
369,
370,
368,
371,
372,
373,
374,
376,
375,
378,
388,
379,
380,
384,
381,
383,
382,
385,
387,
386,
389,
391,
390,
392,
410,
411,
393,
397,
394,
396,
395,
398,
404,
405,
399,
401,
403,
400,
402,
406,
407,
408,
409,
412,
414,
413,
416,
423,
462,
417,
421,
422,
418,
420,
419,
424,
426,
425,
427,
431,
437,
428,
430,
429,
432,
434,
436,
433,
435,
438,
450,
451,
439,
445,
446,
440,
442,
444,
441,
443,
447,
449,
448,
452,
454,
455,
453,
456,
457,
458,
459,
461,
460,
463,
473,
464,
465,
469,
466,
468,
467,
470,
472,
471,
474,
476,
475,
477,
479,
481,
478,
480,
483,
485,
484,
486,
492,
493,
487,
489,
490,
488,
491,
494,
496,
498,
497,
499,
501,
512,
500,
502,
509,
510,
503,
505,
507,
504,
506,
508,
511,
513,
515,
516,
520,
522,
517,
519,
518,
521,
523
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
9553
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
6802
],
[
78,
10028
],
[
8,
6802
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
4660
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
4660
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
5548
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
4660
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
70,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
166
],
[
11,
10028
],
[
61,
4660
],
[
54,
10028
],
[
70,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
148
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
6393
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
4660
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
67,
160
],
[
4,
10028
],
[
61,
8431
],
[
78,
10028
],
[
81,
10028
],
[
8,
8431
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
8,
6195
],
[
8,
6578
],
[
61,
9553
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7117
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
2243
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
61,
4660
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
8,
10029
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
8,
8309
],
[
61,
9553
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2045
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
60,
10028
],
[
8,
2243
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
159
],
[
95,
5413
],
[
62,
10028
],
[
60,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
2243
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2045
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
60,
10028
],
[
8,
2243
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
129
],
[
95,
5413
],
[
62,
10028
],
[
60,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
2243
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
8561
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
26,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
8,
3852
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9581
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
8561
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
26,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
8,
3852
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
9581
],
[
78,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9581
],
[
54,
10028
],
[
4,
10028
],
[
61,
3423
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
61,
9581
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2045
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
60,
10028
],
[
8,
2243
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
2243
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3423
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
8561
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
26,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
8,
3852
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
2242
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
65,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2045
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
60,
10028
],
[
8,
2242
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
2242
],
[
61,
6802
],
[
54,
10028
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
8431
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
61,
3423
],
[
54,
10028
],
[
4,
10028
],
[
61,
6313
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9553
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
2045
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9553
],
[
54,
10028
],
[
61,
6313
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
],
[
408
],
[
409
],
[
410
],
[
411
],
[
412
],
[
413
],
[
414
],
[
415
],
[
416
],
[
417
],
[
418
],
[
419
],
[
420
],
[
421
],
[
422
],
[
423
],
[
424
],
[
425
],
[
426
],
[
427
],
[
428
],
[
429
],
[
430
],
[
431
],
[
432
],
[
433
],
[
434
],
[
435
],
[
436
],
[
437
],
[
438
],
[
439
],
[
440
],
[
441
],
[
442
],
[
443
],
[
444
],
[
445
],
[
446
],
[
447
],
[
448
],
[
449
],
[
450
],
[
451
],
[
452
],
[
453
],
[
454
],
[
455
],
[
456
],
[
457
],
[
458
],
[
459
],
[
460
],
[
461
],
[
462
],
[
463
],
[
464
],
[
465
],
[
466
],
[
467
],
[
468
],
[
469
],
[
470
],
[
471
],
[
472
],
[
473
],
[
474
],
[
475
],
[
476
],
[
477
],
[
478
],
[
479
],
[
480
],
[
481
],
[
482
],
[
483
],
[
484
],
[
485
],
[
486
],
[
487
],
[
488
],
[
489
],
[
490
],
[
491
],
[
492
],
[
493
],
[
494
],
[
495
],
[
496
],
[
497
],
[
498
],
[
499
],
[
500
],
[
501
],
[
502
],
[
503
],
[
504
],
[
505
],
[
506
],
[
507
],
[
508
],
[
509
],
[
510
],
[
511
],
[
512
],
[
513
],
[
514
],
[
515
],
[
516
],
[
517
],
[
518
],
[
519
],
[
520
],
[
521
],
[
522
],
[
523
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
9
],
[
9
],
[
10
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
9
],
[
9
],
[
10
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
9
],
[
9
],
[
10
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"update",
"variable"
]
] | 524
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
524
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"var"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"params"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"params"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"global_step"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"global_step"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"global_step"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1.5"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"global_step"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"0.5"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"none"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"global_step"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"slots"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Attribute",
"name"
],
[
"Attribute",
"op"
],
[
"Name",
"var"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"square"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pow"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"beta2"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"global_step"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"var"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"assign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"beta2"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"beta2"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"assign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"beta2"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"beta2"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sqrt"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"epsilon"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"vc"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sqrt"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"epsilon"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"vc"
],
[
"Store",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"denom"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"vc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"assign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"beta2"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"beta2"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"denom"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sqrt"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"epsilon"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"beta1"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NotEq",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"assign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"beta1"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"beta1"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"slots"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"denom"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"new_val"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"var"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"assign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"var"
],
[
"Load",
"__NONE__"
],
[
"Name",
"new_val"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
13,
15,
15,
16,
19,
19,
20,
22,
22,
23,
26,
26,
27,
27,
27,
28,
28,
29,
30,
30,
31,
37,
37,
38,
40,
40,
40,
41,
41,
42,
45,
45,
45,
46,
46,
47,
50,
54,
54,
55,
57,
57,
58,
61,
61,
62,
62,
62,
63,
65,
68,
68,
69,
71,
71,
72,
75,
75,
76,
78,
78,
78,
79,
79,
80,
83,
85,
87,
87,
87,
87,
87,
87,
87,
88,
90,
90,
91,
91,
94,
94,
94,
94,
94,
95,
96,
96,
97,
97,
98,
102,
103,
104,
104,
105,
105,
106,
110,
110,
111,
114,
114,
114,
115,
115,
115,
116,
118,
121,
121,
122,
122,
123,
126,
128,
128,
129,
129,
129,
130,
130,
130,
131,
131,
132,
132,
133,
137,
138,
138,
143,
143,
144,
147,
147,
148,
148,
148,
149,
151,
152,
155,
155,
155,
155,
156,
158,
161,
161,
162,
162,
163,
166,
168,
169,
171,
172,
172,
172,
172,
172,
173,
173,
174,
177,
177,
178,
178,
179,
179,
180,
185,
186,
186,
187,
190,
191,
193,
194,
194,
194,
195,
197,
197,
197,
198,
200,
204,
204,
205,
208,
208,
209,
211,
211,
213,
215,
215,
215,
216,
216,
216,
217,
219,
222,
222,
223,
223,
224,
227,
229,
229,
230,
230,
230,
231,
233,
234,
237,
237,
237,
237,
238,
240,
242,
244,
244,
244,
245,
247,
250,
251,
251,
251,
251,
251,
251,
252,
252,
253,
253,
254,
258,
258,
259,
259,
260,
260,
261,
266,
267,
269,
270,
272,
273,
273,
274,
277,
278
],
[
1,
2,
10,
12,
19,
26,
54,
61,
75,
87,
3,
4,
5,
6,
7,
8,
9,
11,
13,
15,
14,
16,
18,
17,
20,
22,
21,
23,
25,
24,
27,
37,
28,
35,
36,
29,
34,
30,
31,
33,
32,
38,
40,
39,
41,
45,
53,
42,
44,
43,
46,
50,
52,
47,
49,
48,
51,
55,
57,
56,
58,
60,
59,
62,
68,
63,
65,
67,
64,
66,
69,
71,
70,
72,
74,
73,
76,
78,
77,
79,
83,
85,
80,
82,
81,
84,
86,
88,
90,
171,
204,
208,
215,
250,
89,
91,
94,
92,
93,
95,
102,
110,
114,
168,
96,
97,
101,
98,
100,
99,
103,
104,
105,
109,
106,
108,
107,
111,
113,
112,
115,
121,
128,
116,
118,
120,
117,
119,
122,
126,
123,
125,
124,
127,
129,
147,
130,
142,
143,
131,
137,
141,
132,
136,
133,
135,
134,
138,
139,
140,
144,
146,
145,
148,
155,
149,
151,
154,
150,
152,
153,
156,
158,
160,
161,
157,
159,
162,
166,
163,
165,
164,
167,
169,
170,
172,
173,
177,
185,
190,
193,
174,
176,
175,
178,
184,
179,
183,
180,
182,
181,
186,
187,
189,
188,
191,
192,
194,
195,
197,
203,
196,
198,
200,
202,
199,
201,
205,
207,
206,
209,
211,
210,
212,
213,
214,
216,
222,
229,
217,
219,
221,
218,
220,
223,
227,
224,
226,
225,
228,
230,
237,
231,
233,
236,
232,
234,
235,
238,
240,
242,
244,
239,
241,
243,
245,
247,
249,
246,
248,
251,
252,
258,
266,
269,
272,
277,
253,
257,
254,
256,
255,
259,
265,
260,
264,
261,
263,
262,
267,
268,
270,
271,
273,
274,
276,
275,
278,
279
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
4102
],
[
92,
5730
],
[
92,
5488
],
[
92,
5754
],
[
92,
10029
],
[
92,
9472
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7201
],
[
78,
10028
],
[
8,
7201
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
6239
],
[
18,
10028
],
[
8,
4595
],
[
61,
5730
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
5730
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
67,
215
],
[
67,
243
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
61,
7201
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
18,
10028
],
[
61,
4771
],
[
54,
10028
],
[
61,
7201
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
10029
],
[
61,
7201
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
5979
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
40,
10028
],
[
61,
9472
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
10029
],
[
92,
5488
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3476
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
96,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
9510
],
[
61,
6140
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
5976
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
5330
],
[
61,
8399
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8543
],
[
61,
5976
],
[
54,
10028
],
[
54,
10028
],
[
79,
125
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
66,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
5976
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5488
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
5754
],
[
61,
5754
],
[
54,
10028
],
[
95,
10029
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
61,
5730
],
[
54,
10028
],
[
61,
5488
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
4,
10028
],
[
61,
7138
],
[
78,
10028
],
[
24,
10028
],
[
79,
7138
],
[
61,
5730
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
5976
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
5330
],
[
61,
8399
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
5976
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
61,
4102
],
[
54,
10028
],
[
81,
10028
],
[
61,
4102
],
[
54,
10028
],
[
45,
10028
],
[
79,
8941
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
7138
],
[
61,
7138
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
5754
],
[
61,
5754
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
11
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
]
] |
[
[
"estimator",
"spec",
"eval"
]
] | 280
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
280
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"features"
],
[
"arg",
"logits"
],
[
"arg",
"labels"
],
[
"arg",
"loss"
],
[
"arg",
"__UNK__"
],
[
"arg",
"use_tpu"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"problem"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"problem"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"ndims"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"problem"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"hasattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"problem"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"problem"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"metrics"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"use_tpu"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"labels"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"device"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"utils"
],
[
"Name",
"mtf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"metric_name"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"iteritems"
],
[
"Name",
"six"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Name",
"metric_name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"/"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"NotIn",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"metric_name"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"loss"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"predictions"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"predictions"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"metric_name"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"iteritems"
],
[
"Name",
"six"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"metric_name"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"predictions"
],
[
"Name",
"predictions"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"loss"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
10,
10,
11,
11,
12,
15,
16,
18,
19,
21,
22,
24,
25,
25,
26,
26,
27,
27,
28,
32,
32,
33,
33,
36,
38,
38,
39,
41,
41,
41,
42,
42,
43,
43,
44,
48,
50,
52,
52,
52,
52,
53,
53,
55,
55,
56,
56,
57,
57,
58,
62,
64,
64,
65,
65,
66,
66,
66,
67,
67,
68,
71,
74,
76,
77,
77,
78,
78,
79,
82,
84,
85,
85,
86,
86,
87,
87,
88,
92,
92,
93,
93,
96,
98,
99,
99,
100,
100,
101,
101,
102,
106,
106,
107,
107,
110,
112,
112,
112,
113,
113,
113,
117,
119,
120,
120,
120,
122,
122,
122,
123,
126,
128,
128,
128,
129,
129,
130,
134,
136,
136,
136,
136,
136,
136,
136,
137,
137,
137,
141,
143,
143,
144,
146,
146,
146,
146,
147,
147,
148,
148,
149,
153,
155,
158,
158,
159,
161,
163,
163,
164,
166,
166,
166,
166,
167,
167,
168,
168,
169,
173,
175,
175,
176,
180,
180,
180,
181,
183,
183,
184,
184,
185,
185,
186,
190,
192,
192,
192,
193,
193,
194,
194,
194,
195,
195,
196,
196,
197,
201,
203,
205,
207,
207,
208,
210,
211,
211,
212,
215,
215,
216,
216,
218,
218,
219,
221,
221,
222,
222,
222,
223,
226,
228,
228,
229,
231,
231,
232,
235,
236,
236,
237,
237,
238,
241,
243,
244,
244,
244,
245,
247,
248,
250,
251,
253,
253,
253,
254,
256,
256,
257,
257,
258,
258,
259,
263,
265,
265,
266,
266,
267,
269,
269,
270,
273,
274,
275,
275,
276,
278,
278,
279
],
[
1,
2,
5,
7,
24,
38,
52,
112,
136,
253,
3,
4,
6,
8,
10,
9,
11,
15,
18,
21,
12,
14,
13,
16,
17,
19,
20,
22,
23,
25,
26,
32,
27,
31,
28,
30,
29,
33,
36,
34,
35,
37,
39,
41,
40,
42,
48,
50,
43,
47,
44,
46,
45,
49,
51,
53,
64,
84,
98,
54,
55,
56,
62,
57,
61,
58,
60,
59,
63,
65,
76,
66,
74,
67,
71,
73,
68,
70,
69,
72,
75,
77,
78,
82,
79,
81,
80,
83,
85,
86,
92,
87,
91,
88,
90,
89,
93,
96,
94,
95,
97,
99,
100,
106,
101,
105,
102,
104,
103,
107,
110,
108,
109,
111,
113,
117,
119,
114,
115,
116,
118,
120,
121,
122,
128,
123,
125,
126,
124,
127,
129,
133,
134,
130,
132,
131,
135,
137,
141,
143,
158,
163,
180,
243,
138,
139,
140,
142,
144,
146,
145,
147,
153,
155,
157,
148,
152,
149,
151,
150,
154,
156,
159,
161,
160,
162,
164,
166,
165,
167,
173,
175,
179,
168,
172,
169,
171,
170,
174,
176,
178,
177,
181,
183,
192,
182,
184,
190,
185,
189,
186,
188,
187,
191,
193,
207,
215,
194,
205,
195,
201,
203,
196,
200,
197,
199,
198,
202,
204,
206,
208,
210,
209,
211,
212,
214,
213,
216,
235,
217,
218,
219,
221,
220,
222,
228,
223,
225,
226,
224,
227,
229,
231,
230,
232,
234,
233,
236,
237,
241,
238,
240,
239,
242,
244,
245,
247,
250,
246,
248,
249,
251,
252,
254,
256,
265,
255,
257,
263,
258,
262,
259,
261,
260,
264,
266,
273,
267,
269,
268,
270,
272,
271,
274,
275,
276,
278,
277,
279,
281,
280
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9127
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
3537
],
[
61,
9127
],
[
54,
10028
],
[
95,
4185
],
[
61,
10029
],
[
54,
10028
],
[
95,
9437
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
1206
],
[
61,
9990
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
7416
],
[
61,
10029
],
[
78,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4025
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
8760
],
[
92,
3542
],
[
92,
4192
],
[
30,
10028
],
[
79,
10029
],
[
73,
10028
],
[
15,
10028
],
[
1,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
44,
10028
],
[
61,
3542
],
[
54,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
44,
10028
],
[
61,
3542
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
8760
],
[
92,
3542
],
[
92,
4192
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
8760
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
8760
],
[
54,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
33,
10028
],
[
61,
4032
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
619
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
4032
],
[
54,
10028
],
[
95,
6057
],
[
79,
7416
],
[
61,
8930
],
[
78,
10028
],
[
4,
10028
],
[
61,
2996
],
[
78,
10028
],
[
18,
10028
],
[
8,
7497
],
[
61,
8930
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
61,
1898
],
[
54,
10028
],
[
36,
10028
],
[
20,
10028
],
[
61,
6735
],
[
54,
10028
],
[
44,
10028
],
[
61,
2996
],
[
54,
10028
],
[
94,
10028
],
[
61,
6735
],
[
78,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
4032
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
33,
10028
],
[
61,
9712
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
77,
10028
],
[
61,
9712
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
89,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
77,
10028
],
[
61,
9712
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
12
],
[
11
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
]
] |
[
[
"generator",
"samples"
]
] | 282
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
282
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"tmp_dir"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"directory"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"filename"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"url"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ZipFile"
],
[
"Name",
"zipfile"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"r"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extractall"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"subdir"
],
[
"arg",
"dirs"
],
[
"arg",
"files"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"Name",
"dirs"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"Name",
"dirs"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"subdir"
],
[
"arg",
"dirs"
],
[
"arg",
"files"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"subdir"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"subdir"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Name",
"f"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"GFile"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"f"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"mode"
],
[
"Str",
"r"
],
[
"Name",
"target_file"
],
[
"Store",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"content"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"read"
],
[
"Name",
"target_file"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"any"
],
[
"Load",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"p"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"Name",
"content"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"p"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"f"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"w"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"w"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Yield",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"w"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
13,
15,
15,
16,
16,
16,
17,
19,
21,
23,
23,
24,
26,
26,
27,
29,
29,
30,
33,
33,
34,
35,
35,
36,
36,
37,
40,
42,
43,
43,
43,
43,
43,
43,
43,
44,
44,
45,
45,
46,
50,
50,
51,
51,
52,
52,
53,
53,
54,
59,
61,
63,
65,
66,
68,
69,
69,
70,
73
],
[
1,
2,
10,
12,
33,
3,
4,
5,
6,
7,
8,
9,
11,
13,
15,
14,
16,
23,
17,
19,
21,
18,
20,
22,
24,
26,
25,
27,
29,
28,
30,
32,
31,
34,
42,
35,
36,
40,
37,
39,
38,
41,
43,
44,
50,
61,
63,
65,
68,
73,
45,
49,
46,
48,
47,
51,
59,
52,
58,
53,
57,
54,
56,
55,
60,
62,
64,
66,
67,
69,
70,
72,
71,
74
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8189
],
[
92,
4875
],
[
92,
9237
],
[
92,
6195
],
[
92,
5091
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5535
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
5535
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
8189
],
[
54,
10028
],
[
95,
5091
],
[
61,
5091
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
]
] |
[
[
"lstm"
]
] | 75
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
75
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"sequence_length"
],
[
"arg",
"hparams"
],
[
"arg",
"train"
],
[
"arg",
"name"
],
[
"arg",
"initial_state"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"layers"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"sequence_length"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initial_state"
],
[
"Name",
"initial_state"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
11,
13,
13,
14,
16,
16,
17,
17,
17,
18,
20,
22,
24,
24,
25,
27,
27,
28,
30,
30,
31,
34,
34,
34,
35,
35,
35,
36,
36,
37,
42,
42,
43,
45,
45,
46,
46,
47,
47,
48,
53,
53,
53,
54,
54,
54,
55,
55,
56,
61,
61,
62,
64,
64,
65,
65,
66,
66,
67,
72,
73,
73,
74,
76,
76,
76,
79,
79,
80,
83,
83,
83,
83,
83,
83,
84,
84,
84,
85,
85,
85,
86,
86,
87,
94,
94,
94,
94,
94,
94,
95,
95,
98,
100,
101,
101,
101,
101,
101,
102,
102,
103,
103,
104,
109,
109,
109,
110,
110,
111,
116,
116,
116,
117,
117,
118,
123,
123,
123,
124,
124,
125,
130,
130,
131,
133,
133,
133,
133,
133,
133,
134,
134,
135,
138,
140,
141,
141,
141,
142,
142,
143,
148,
149,
149,
149,
150,
150,
151,
156,
158,
159,
159,
159,
160,
160,
161,
165,
165,
166,
166,
167,
167,
168,
173,
173,
173,
174,
174,
174,
175,
175,
175,
176,
176,
177,
184,
184,
185,
185,
185,
185,
185,
185,
186,
188,
190,
192,
194,
197,
197,
197,
198,
198,
199,
202,
204,
205,
205,
205,
206,
206,
207,
212,
212,
212,
213,
213,
213,
214,
214,
214,
215,
215,
216,
223,
223,
224,
224,
224,
224,
224,
224,
225,
227,
229,
231,
233,
236,
236,
236,
237,
237,
238,
241,
243,
244,
244,
244,
245,
245,
246,
251,
252,
252,
253,
255,
255,
255,
258,
258,
258,
259,
259,
260,
265,
266,
266,
266,
267,
269,
272,
272,
273,
275,
275,
275,
275,
276,
276,
277,
280,
281,
283,
284,
284,
284,
285,
285,
286,
286,
287,
290,
292,
295,
296,
296,
296,
297,
297,
298,
303,
303,
303,
303,
303,
304,
306,
306,
307,
309,
309,
310,
310,
311,
311,
312,
316,
318,
318,
319,
321,
321,
321,
321,
322,
322,
323,
326,
328,
330,
330,
331,
331,
332,
335,
337,
337,
338,
340,
340,
340,
341,
341,
342,
345,
347,
347,
347,
347,
348,
348,
349,
352,
354,
355,
355,
358,
360,
361,
363,
363,
364,
366,
366,
366,
366,
366,
366,
367,
369,
369,
370,
373,
375,
377,
378,
380,
381,
383,
383,
384,
386,
386,
386,
387,
389,
389,
390,
393,
395,
395,
396,
398,
398,
398,
398,
398,
399,
399,
400,
400,
401,
401,
402,
407,
407,
408,
408,
409,
409,
410,
410,
411,
416,
418,
418,
418,
419,
419,
420,
424,
424,
425,
428,
429,
429,
429,
430,
430,
431,
431,
432,
437,
437,
438,
441,
442,
442,
442,
443,
443,
444,
449,
449,
450,
452,
452,
452,
453,
453,
454,
454,
455,
458,
460,
463,
463,
464,
466,
466,
467,
467,
468,
468,
468,
469,
469,
470,
473,
475,
475,
476,
480,
481,
483,
483,
483,
483,
484,
485,
485,
486,
486,
487,
490,
492,
492,
493,
493,
493,
494,
496,
499,
499,
499,
499,
499,
499,
499,
500,
500,
501,
501,
502,
506,
508,
510,
512,
513,
515,
516,
516,
517,
520,
522,
522,
523,
523,
523,
525,
525,
525,
526,
526,
527,
532,
532,
532,
533,
533,
534,
539,
539,
540,
542,
542,
542,
543,
543,
544,
544,
545,
549,
551,
551,
552,
555,
556
],
[
1,
2,
11,
13,
34,
83,
395,
449,
463,
483,
3,
4,
5,
6,
7,
8,
9,
10,
12,
14,
16,
15,
17,
24,
18,
20,
22,
19,
21,
23,
25,
27,
26,
28,
30,
29,
31,
33,
32,
35,
42,
53,
36,
40,
41,
37,
39,
38,
43,
45,
44,
46,
52,
47,
51,
48,
50,
49,
54,
61,
72,
55,
59,
60,
56,
58,
57,
62,
64,
63,
65,
71,
66,
70,
67,
69,
68,
73,
74,
76,
75,
77,
78,
79,
80,
82,
81,
84,
94,
272,
303,
363,
383,
85,
92,
93,
86,
90,
91,
87,
89,
88,
95,
98,
100,
130,
173,
265,
96,
97,
99,
101,
102,
108,
109,
116,
123,
103,
107,
104,
106,
105,
110,
114,
115,
111,
113,
112,
117,
121,
122,
118,
120,
119,
124,
128,
129,
125,
127,
126,
131,
133,
132,
134,
138,
140,
148,
156,
158,
135,
137,
136,
139,
141,
142,
146,
147,
143,
145,
144,
149,
150,
154,
155,
151,
153,
152,
157,
159,
160,
164,
165,
161,
163,
162,
166,
172,
167,
171,
168,
170,
169,
174,
184,
212,
175,
182,
183,
176,
180,
181,
177,
179,
178,
185,
197,
186,
188,
190,
192,
194,
196,
187,
189,
191,
193,
195,
198,
202,
204,
199,
201,
200,
203,
205,
206,
210,
211,
207,
209,
208,
213,
223,
251,
214,
221,
222,
215,
219,
220,
216,
218,
217,
224,
236,
225,
227,
229,
231,
233,
235,
226,
228,
230,
232,
234,
237,
241,
243,
238,
240,
239,
242,
244,
245,
249,
250,
246,
248,
247,
252,
253,
255,
254,
256,
257,
258,
259,
263,
264,
260,
262,
261,
266,
267,
269,
271,
268,
270,
273,
275,
274,
276,
280,
283,
295,
277,
279,
278,
281,
282,
284,
285,
292,
294,
286,
290,
287,
289,
288,
291,
293,
296,
297,
301,
302,
298,
300,
299,
304,
306,
318,
337,
360,
305,
307,
309,
308,
310,
316,
311,
315,
312,
314,
313,
317,
319,
321,
320,
322,
326,
328,
330,
323,
325,
324,
327,
329,
331,
335,
332,
334,
333,
336,
338,
340,
339,
341,
345,
347,
342,
344,
343,
346,
348,
352,
354,
358,
349,
351,
350,
353,
355,
356,
357,
359,
361,
362,
364,
366,
365,
367,
369,
373,
375,
377,
380,
368,
370,
372,
371,
374,
376,
378,
379,
381,
382,
384,
386,
385,
387,
389,
393,
388,
390,
392,
391,
394,
396,
398,
397,
399,
407,
418,
428,
441,
400,
406,
401,
405,
402,
404,
403,
408,
416,
409,
415,
410,
414,
411,
413,
412,
417,
419,
423,
424,
420,
422,
421,
425,
427,
426,
429,
430,
436,
437,
431,
435,
432,
434,
433,
438,
440,
439,
442,
443,
447,
448,
444,
446,
445,
450,
452,
451,
453,
460,
462,
454,
458,
455,
457,
456,
459,
461,
464,
466,
465,
467,
480,
468,
479,
469,
473,
475,
470,
472,
471,
474,
476,
478,
477,
481,
482,
484,
492,
522,
555,
485,
486,
490,
487,
489,
488,
491,
493,
499,
494,
496,
498,
495,
497,
500,
506,
508,
510,
512,
515,
520,
501,
505,
502,
504,
503,
507,
509,
511,
513,
514,
516,
517,
519,
518,
521,
523,
539,
524,
525,
532,
526,
530,
531,
527,
529,
528,
533,
537,
538,
534,
536,
535,
540,
542,
541,
543,
549,
551,
544,
548,
545,
547,
546,
550,
552,
554,
553,
556,
557
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
4875
],
[
92,
9237
],
[
92,
6195
],
[
92,
5091
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5535
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
38,
10028
],
[
67,
159
],
[
35,
10029
],
[
93,
10028
],
[
92,
5443
],
[
92,
9550
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
4,
10028
],
[
61,
5443
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
5443
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
95,
6057
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
95,
6195
],
[
79,
10029
],
[
95,
9242
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
1080
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
28,
10028
],
[
79,
8825
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
9550
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9550
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
40,
10028
],
[
20,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
28,
10028
],
[
79,
5914
],
[
4,
10028
],
[
83,
10028
],
[
61,
9550
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9550
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
73,
10028
],
[
83,
10028
],
[
61,
5443
],
[
54,
10028
],
[
61,
9550
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
5558
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
159
],
[
35,
10029
],
[
93,
10028
],
[
92,
8075
],
[
4,
10028
],
[
61,
1829
],
[
78,
10028
],
[
18,
10028
],
[
8,
8461
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
8075
],
[
54,
10028
],
[
4,
10028
],
[
61,
1829
],
[
78,
10028
],
[
18,
10028
],
[
8,
9769
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
1829
],
[
54,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
1829
],
[
54,
10028
],
[
4,
10028
],
[
61,
1829
],
[
78,
10028
],
[
18,
10028
],
[
8,
3573
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
1829
],
[
54,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
1829
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
95,
5413
],
[
62,
10028
],
[
73,
10028
],
[
61,
1829
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
2538
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
5535
],
[
54,
10028
],
[
11,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
11,
10028
],
[
52,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
2215
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
5091
],
[
78,
10028
],
[
18,
10028
],
[
8,
2734
],
[
18,
10028
],
[
8,
10029
],
[
61,
2538
],
[
54,
10028
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
5091
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
6684
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
2538
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
5091
],
[
61,
5091
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
20,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
38,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
6684
],
[
78,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6684
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
6684
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
],
[
408
],
[
409
],
[
410
],
[
411
],
[
412
],
[
413
],
[
414
],
[
415
],
[
416
],
[
417
],
[
418
],
[
419
],
[
420
],
[
421
],
[
422
],
[
423
],
[
424
],
[
425
],
[
426
],
[
427
],
[
428
],
[
429
],
[
430
],
[
431
],
[
432
],
[
433
],
[
434
],
[
435
],
[
436
],
[
437
],
[
438
],
[
439
],
[
440
],
[
441
],
[
442
],
[
443
],
[
444
],
[
445
],
[
446
],
[
447
],
[
448
],
[
449
],
[
450
],
[
451
],
[
452
],
[
453
],
[
454
],
[
455
],
[
456
],
[
457
],
[
458
],
[
459
],
[
460
],
[
461
],
[
462
],
[
463
],
[
464
],
[
465
],
[
466
],
[
467
],
[
468
],
[
469
],
[
470
],
[
471
],
[
472
],
[
473
],
[
474
],
[
475
],
[
476
],
[
477
],
[
478
],
[
479
],
[
480
],
[
481
],
[
482
],
[
483
],
[
484
],
[
485
],
[
486
],
[
487
],
[
488
],
[
489
],
[
490
],
[
491
],
[
492
],
[
493
],
[
494
],
[
495
],
[
496
],
[
497
],
[
498
],
[
499
],
[
500
],
[
501
],
[
502
],
[
503
],
[
504
],
[
505
],
[
506
],
[
507
],
[
508
],
[
509
],
[
510
],
[
511
],
[
512
],
[
513
],
[
514
],
[
515
],
[
516
],
[
517
],
[
518
],
[
519
],
[
520
],
[
521
],
[
522
],
[
523
],
[
524
],
[
525
],
[
526
],
[
527
],
[
528
],
[
529
],
[
530
],
[
531
],
[
532
],
[
533
],
[
534
],
[
535
],
[
536
],
[
537
],
[
538
],
[
539
],
[
540
],
[
541
],
[
542
],
[
543
],
[
544
],
[
545
],
[
546
],
[
547
],
[
548
],
[
549
],
[
550
],
[
551
],
[
552
],
[
553
],
[
554
],
[
555
],
[
556
],
[
557
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
9
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
9
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
10
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
9
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
]
] |
[
[
"lstm",
"attention",
"decoder"
]
] | 558
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
558
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"hparams"
],
[
"arg",
"train"
],
[
"arg",
"name"
],
[
"arg",
"initial_state"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"layers"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"1"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"keys"
],
[
"arg",
"values"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"keys"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"keys"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"keyword",
"mode"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"training"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"TRAIN"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"sum"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"values"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"values"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"mean"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"values"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"values"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"keys"
],
[
"Load",
"__NONE__"
],
[
"Name",
"values"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"length"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"1"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"score"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"softmax"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"score"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"where"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"div"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"alignments"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cell"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"initial_state"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"clone"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"cell"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"initial_state"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"output"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cell"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initial_state"
],
[
"Name",
"initial_state"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"output"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"output"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"output"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
9,
9,
10,
11,
11,
12,
12,
13,
17,
17,
17,
17,
17,
17,
18,
18,
18,
19,
23,
23,
24,
26,
26,
27,
27,
28,
31,
33,
33,
34,
36,
36,
37,
37,
38,
41,
43,
43,
44,
46,
46,
46,
46,
47,
47,
48,
51,
53,
55,
57,
57,
58,
58,
58,
59,
61,
64,
64,
64,
64,
64,
64,
65,
67,
69,
71,
73,
76,
76,
77,
80,
80,
81,
83,
83,
84,
84,
85,
88,
90,
90,
91,
93,
93,
93,
94,
94,
95,
95,
96,
99,
103,
103,
104,
104,
104,
105,
107,
110,
110,
110,
110,
110,
110,
110,
111,
113,
113,
114,
114,
115,
118,
120,
122,
124,
127,
128,
130,
131,
131,
131,
132,
132,
133,
136,
138
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
17,
80,
90,
103,
130,
11,
12,
16,
13,
15,
14,
18,
23,
33,
43,
57,
76,
19,
21,
22,
20,
24,
26,
25,
27,
31,
28,
30,
29,
32,
34,
36,
35,
37,
41,
38,
40,
39,
42,
44,
46,
45,
47,
51,
53,
55,
48,
50,
49,
52,
54,
56,
58,
64,
59,
61,
63,
60,
62,
65,
67,
69,
71,
73,
75,
66,
68,
70,
72,
74,
77,
79,
78,
81,
83,
82,
84,
88,
85,
87,
86,
89,
91,
93,
92,
94,
101,
102,
95,
99,
96,
98,
97,
100,
104,
110,
105,
107,
109,
106,
108,
111,
113,
120,
122,
124,
126,
127,
112,
114,
118,
115,
117,
116,
119,
121,
123,
125,
128,
129,
131,
132,
136,
138,
133,
135,
134,
137,
139
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8941
],
[
92,
4875
],
[
92,
9237
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
5131
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
67,
159
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3775
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3358
],
[
95,
5091
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"lstm",
"seq2seq",
"internal"
]
] | 140
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
140
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"targets"
],
[
"arg",
"hparams"
],
[
"arg",
"train"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"encoder"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decoder"
],
[
"keyword",
"initial_state"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
11,
11,
11,
11,
11,
11,
11,
12,
13,
13,
14,
14,
15,
19,
19,
20,
22,
22,
23,
23,
24,
27,
29,
29,
30,
32,
32,
32,
32,
33,
33,
34,
37,
39,
41,
43,
43,
44,
44,
44,
45,
47,
50,
50,
50,
50,
50,
50,
51,
53,
55,
57,
59,
62,
62,
63,
65,
65,
66,
66,
67,
70,
72,
72,
73,
75,
75,
75,
76,
80,
80,
81,
83,
83,
83,
83,
83,
83,
83,
83,
83,
84,
86,
86,
87,
87,
88,
91,
93,
95,
98,
100,
102,
104,
106,
107,
107,
107,
108,
108,
109,
112,
114
],
[
1,
2,
9,
11,
3,
4,
5,
6,
7,
8,
10,
12,
19,
29,
43,
62,
72,
80,
106,
13,
14,
18,
15,
17,
16,
20,
22,
21,
23,
27,
24,
26,
25,
28,
30,
32,
31,
33,
37,
39,
41,
34,
36,
35,
38,
40,
42,
44,
50,
45,
47,
49,
46,
48,
51,
53,
55,
57,
59,
61,
52,
54,
56,
58,
60,
63,
65,
64,
66,
70,
67,
69,
68,
71,
73,
75,
74,
76,
78,
79,
77,
81,
83,
82,
84,
86,
93,
95,
97,
98,
100,
102,
104,
85,
87,
91,
88,
90,
89,
92,
94,
96,
99,
101,
103,
105,
107,
108,
112,
114,
109,
111,
110,
113,
115
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8941
],
[
92,
4875
],
[
92,
9237
],
[
92,
10029
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
67,
159
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3775
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3358
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"lstm",
"seq2seq",
"internal",
"attention"
]
] | 116
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
116
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"targets"
],
[
"arg",
"hparams"
],
[
"arg",
"train"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"encoder"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decoder"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
10,
10,
10,
10,
10,
10,
10,
11,
12,
12,
13,
13,
14,
17,
19,
19,
20,
22,
22,
23,
23,
24,
24,
25,
25,
26,
31,
31,
32,
32,
32,
33,
35,
37,
39,
39,
40,
42,
42,
43,
45,
45,
46,
49,
49,
50,
52,
52,
53,
53,
54,
54,
55,
55,
56,
61,
61,
62,
62,
62,
63,
65,
67,
69,
69,
70,
72,
72,
73,
75,
75,
76,
79,
79,
80,
80,
80,
81,
81,
81,
82,
84,
87,
87,
87,
88,
90,
94,
94,
94,
94,
94,
94,
94,
95,
95,
96,
96,
97,
101,
103,
105,
107,
109,
110,
110,
111,
114,
116,
116,
117,
119,
119,
119,
120,
120,
121,
124,
124,
124,
125,
127,
131,
131,
132,
134,
136,
136,
136,
136,
137,
139,
139,
140,
142,
142,
143,
146,
146,
146,
146,
146,
147,
147,
147,
148,
150,
150,
150,
151,
153,
154,
157,
157,
158,
158,
159,
159,
160,
165,
165,
166,
168,
168,
168,
168,
169,
169,
170,
173,
174,
174,
174,
175,
175,
176,
176,
176,
177,
179,
180,
184,
184,
185,
185,
185,
186,
188,
189,
194,
196,
198,
198,
199,
201,
201,
201,
201,
202,
202,
203,
206,
207,
207,
207,
208,
208,
209,
209,
209,
210,
212,
213,
217,
217,
218,
218,
218,
219,
221,
222,
227,
229,
231,
231,
232,
234,
234,
234,
235,
235,
236,
236,
237,
237,
238,
243,
244,
246,
247,
249,
249,
250,
250,
250,
251,
253,
253,
253,
254,
256,
257,
260,
260,
261,
264,
264,
265,
267,
267,
267,
267,
268,
268,
269,
272,
273,
273,
273,
274,
274,
274,
275,
277,
278,
281,
281,
281,
282,
284,
285,
289,
291,
293,
294,
294,
295,
295,
296,
299,
301,
301,
302,
304,
304,
305,
307,
309,
310,
310,
310,
311,
313
],
[
1,
2,
8,
10,
3,
4,
5,
6,
7,
9,
11,
19,
49,
79,
116,
131,
136,
301,
309,
12,
13,
17,
14,
16,
15,
18,
20,
22,
21,
23,
31,
24,
30,
25,
29,
26,
28,
27,
32,
39,
33,
35,
37,
34,
36,
38,
40,
42,
41,
43,
45,
44,
46,
48,
47,
50,
52,
51,
53,
61,
54,
60,
55,
59,
56,
58,
57,
62,
69,
63,
65,
67,
64,
66,
68,
70,
72,
71,
73,
75,
74,
76,
78,
77,
80,
94,
81,
87,
93,
82,
84,
86,
83,
85,
88,
90,
92,
89,
91,
95,
101,
103,
105,
107,
109,
114,
96,
100,
97,
99,
98,
102,
104,
106,
108,
110,
111,
113,
112,
115,
117,
119,
118,
120,
124,
130,
121,
123,
122,
125,
127,
129,
126,
128,
132,
134,
133,
135,
137,
139,
146,
293,
138,
140,
142,
141,
143,
145,
144,
147,
165,
198,
231,
249,
148,
150,
157,
149,
151,
153,
156,
152,
154,
155,
158,
164,
159,
163,
160,
162,
161,
166,
168,
167,
169,
173,
194,
196,
170,
172,
171,
174,
175,
184,
193,
176,
183,
177,
179,
182,
178,
180,
181,
185,
192,
186,
188,
191,
187,
189,
190,
195,
197,
199,
201,
200,
202,
206,
227,
229,
203,
205,
204,
207,
208,
217,
226,
209,
216,
210,
212,
215,
211,
213,
214,
218,
225,
219,
221,
224,
220,
222,
223,
228,
230,
232,
234,
233,
235,
243,
246,
236,
242,
237,
241,
238,
240,
239,
244,
245,
247,
248,
250,
264,
251,
253,
260,
252,
254,
256,
259,
255,
257,
258,
261,
263,
262,
265,
267,
266,
268,
272,
289,
291,
269,
271,
270,
273,
274,
281,
288,
275,
277,
280,
276,
278,
279,
282,
284,
287,
283,
285,
286,
290,
292,
294,
295,
299,
296,
298,
297,
300,
302,
304,
303,
305,
307,
306,
308,
310,
311,
313,
315,
312,
314
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8189
],
[
92,
4875
],
[
92,
9237
],
[
92,
6195
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
8189
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
18,
10028
],
[
61,
5286
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
9550
],
[
83,
10028
],
[
8,
2422
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
2422
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
9550
],
[
83,
10028
],
[
8,
4747
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
4747
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
2422
],
[
61,
10029
],
[
54,
10028
],
[
95,
4747
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
18,
10028
],
[
61,
5286
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
8,
1095
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
9550
],
[
83,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
95,
6195
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
9316
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
9
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
9
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
8
],
[
9
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
]
] |
[
[
"lstm",
"bid",
"encoder"
]
] | 316
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
316
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"sequence_length"
],
[
"arg",
"hparams"
],
[
"arg",
"train"
],
[
"arg",
"name"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"sequence_length"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"isinstance"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"values"
],
[
"Tuple",
"__NONE__"
],
[
"Attribute",
"c"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"c"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"values"
],
[
"Tuple",
"__NONE__"
],
[
"Attribute",
"h"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"h"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"c"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"h"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"isinstance"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"Tensor"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"values"
],
[
"Tuple",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"tuple"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
9,
9,
9,
9,
10,
11,
11,
12,
12,
13,
17,
17,
17,
17,
17,
17,
18,
18,
18,
19,
23,
23,
24,
26,
26,
27,
27,
28,
31,
33,
33,
34,
36,
36,
37,
37,
38,
41,
43,
43,
44,
44,
44,
45,
47,
50,
50,
50,
50,
50,
50,
51,
53,
55,
57,
59,
62,
62,
63,
66,
66,
67,
70,
70,
71,
73,
73,
74,
74,
75,
78,
80,
80,
81,
83,
83,
83,
84,
84,
85,
85,
86,
89,
93,
93,
94,
96,
96,
97,
97,
98,
101,
103,
103,
104,
104,
105,
108,
108,
108,
111,
111,
112,
115,
115,
116,
116,
116,
117,
119,
122,
122,
122,
122,
122,
122,
122,
123,
125,
125,
126,
126,
127,
130,
132,
134,
136,
139,
140,
142,
143,
143,
143,
144,
144,
145,
148,
150
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
17,
70,
80,
93,
103,
115,
142,
11,
12,
16,
13,
15,
14,
18,
23,
33,
43,
62,
66,
19,
21,
22,
20,
24,
26,
25,
27,
31,
28,
30,
29,
32,
34,
36,
35,
37,
41,
38,
40,
39,
42,
44,
50,
45,
47,
49,
46,
48,
51,
53,
55,
57,
59,
61,
52,
54,
56,
58,
60,
63,
65,
64,
67,
69,
68,
71,
73,
72,
74,
78,
75,
77,
76,
79,
81,
83,
82,
84,
91,
92,
85,
89,
86,
88,
87,
90,
94,
96,
95,
97,
101,
98,
100,
99,
102,
104,
108,
105,
107,
106,
109,
110,
111,
112,
114,
113,
116,
122,
117,
119,
121,
118,
120,
123,
125,
132,
134,
136,
138,
139,
124,
126,
130,
127,
129,
128,
131,
133,
135,
137,
140,
141,
143,
144,
148,
150,
145,
147,
146,
149,
151
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8941
],
[
92,
4875
],
[
92,
9237
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
5131
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3775
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3053
],
[
61,
3053
],
[
54,
10028
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
8,
4826
],
[
61,
10029
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
60,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3358
],
[
95,
5091
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"lstm",
"seq2seq",
"internal",
"bid",
"encoder"
]
] | 152
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
152
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"targets"
],
[
"arg",
"hparams"
],
[
"arg",
"train"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"encoder"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"copy"
],
[
"Name",
"copy"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decoder"
],
[
"keyword",
"initial_state"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
11,
11,
12,
12,
13,
17,
17,
18,
20,
20,
21,
21,
22,
25,
27,
27,
28,
30,
30,
31,
31,
32,
35,
37,
37,
38,
38,
38,
39,
41,
44,
44,
44,
44,
44,
44,
45,
47,
49,
51,
53,
56,
56,
57,
59,
59,
60,
60,
61,
64,
66,
66,
67,
69,
69,
69,
70,
70,
71,
71,
72,
75,
79,
79,
80,
82,
82,
83,
83,
84,
87,
89,
89,
90,
90,
91,
94,
94,
94,
97,
97,
98,
101,
101,
102,
104,
104,
104,
104,
104,
104,
104,
104,
104,
105,
107,
107,
108,
108,
109,
112,
114,
116,
119,
121,
123,
125,
127,
128,
128,
128,
129,
129,
130,
133,
135
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
17,
27,
37,
56,
66,
79,
89,
101,
127,
11,
12,
16,
13,
15,
14,
18,
20,
19,
21,
25,
22,
24,
23,
26,
28,
30,
29,
31,
35,
32,
34,
33,
36,
38,
44,
39,
41,
43,
40,
42,
45,
47,
49,
51,
53,
55,
46,
48,
50,
52,
54,
57,
59,
58,
60,
64,
61,
63,
62,
65,
67,
69,
68,
70,
77,
78,
71,
75,
72,
74,
73,
76,
80,
82,
81,
83,
87,
84,
86,
85,
88,
90,
94,
91,
93,
92,
95,
96,
97,
98,
100,
99,
102,
104,
103,
105,
107,
114,
116,
118,
119,
121,
123,
125,
106,
108,
112,
109,
111,
110,
113,
115,
117,
120,
122,
124,
126,
128,
129,
133,
135,
130,
132,
131,
134,
136
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8941
],
[
92,
4875
],
[
92,
9237
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3775
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3053
],
[
61,
3053
],
[
54,
10028
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
8,
4826
],
[
61,
10029
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
60,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
79,
3358
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"lstm",
"seq2seq",
"internal",
"attention",
"bid",
"encoder"
]
] | 137
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
137
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"targets"
],
[
"arg",
"hparams"
],
[
"arg",
"train"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"encoder"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"copy"
],
[
"Name",
"copy"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decoder"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
9,
10,
13,
13,
14,
14,
15,
19,
19,
20,
20,
21,
25,
25,
26,
26,
27,
31,
31,
32,
32,
33,
37,
37,
38,
38,
39,
43,
43,
44,
44,
45,
49,
49,
50,
50,
51,
55,
56
],
[
1,
2,
3,
5,
13,
19,
25,
31,
37,
43,
49,
55,
4,
6,
8,
7,
9,
10,
12,
11,
14,
18,
15,
17,
16,
20,
24,
21,
23,
22,
26,
30,
27,
29,
28,
32,
36,
33,
35,
34,
38,
42,
39,
41,
40,
44,
48,
45,
47,
46,
50,
54,
51,
53,
52,
56,
57
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
191
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
5094
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
160
],
[
4,
10028
],
[
8,
9754
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"lstm",
"seq2seq"
]
] | 58
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
58
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"128"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"initializer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"weight_decay"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
12,
12,
12,
13,
13,
14,
18,
18,
19,
22,
23,
23,
23,
24,
24,
25,
30,
31,
31,
31,
32,
32,
33,
38,
39
],
[
1,
2,
3,
5,
11,
22,
30,
38,
4,
6,
8,
7,
9,
10,
12,
13,
17,
18,
14,
16,
15,
19,
21,
20,
23,
24,
28,
29,
25,
27,
26,
31,
32,
36,
37,
33,
35,
34,
39,
40
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
6459
],
[
67,
159
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"lstm",
"attention",
"base"
]
] | 41
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
41
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"num_heads"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
41,
42,
42,
43,
46,
46,
47,
50,
50,
51,
51,
52,
55,
55,
55,
56,
56,
57,
62,
62,
63,
63,
64,
68,
69
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
50,
62,
68,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
46,
43,
45,
44,
47,
49,
48,
51,
55,
52,
54,
53,
56,
60,
61,
57,
59,
58,
63,
67,
64,
66,
65,
69,
70
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
236
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
254
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
32,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
140
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"lstm",
"asr",
"v1"
]
] | 71
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
71
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"256"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"36"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FloorDiv",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.05"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
41,
42,
42,
43,
47,
47,
48,
48,
49,
53,
53,
54,
54,
55,
59,
59,
60,
60,
61,
65,
66
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
46,
43,
45,
44,
48,
52,
49,
51,
50,
54,
58,
55,
57,
56,
60,
64,
61,
63,
62,
66,
67
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
3649
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
5914
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
8825
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"lstm",
"area",
"attention",
"base"
]
] | 68
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
68
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"mean"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"sum"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
9,
9,
9,
10,
12,
12,
13,
16,
16,
17,
20,
20,
21,
23,
23,
23,
25,
25,
26,
30,
30,
31,
33,
33,
34,
37,
38,
38,
39,
42,
42,
43,
45,
45,
45,
45,
47,
47,
48,
51,
51,
51,
52,
52,
53,
58,
58,
58,
59,
59,
60,
65,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
67,
67,
68,
71,
72,
72,
73,
76,
77,
77,
78,
78,
79,
79,
80,
84,
84,
85,
88,
89,
89,
90,
93,
94,
94,
95,
98,
99,
99,
100,
103,
104,
104,
105,
108,
109,
111,
112,
114,
115,
115,
116,
119,
120,
120,
121,
124,
125,
125,
126,
129,
130,
130,
131,
134,
135,
135,
136,
139,
140,
140,
141,
144,
145,
145,
146,
149,
150,
150,
151,
154,
155,
155,
156,
159,
160,
160,
161,
164,
165,
167,
168,
168,
169,
172,
173,
173,
174,
177,
178,
178,
179,
182,
183,
183,
184,
187,
188,
188,
189,
192,
193,
193,
194,
197,
198,
198,
199,
202,
203,
203,
204,
207,
208,
208,
209,
212,
213,
213,
214,
217,
218,
218,
219
],
[
1,
2,
4,
6,
20,
30,
37,
42,
65,
3,
5,
7,
9,
8,
10,
12,
16,
11,
13,
15,
14,
17,
19,
18,
21,
23,
22,
24,
25,
29,
26,
28,
27,
31,
33,
32,
34,
36,
35,
38,
39,
41,
40,
43,
45,
44,
46,
47,
51,
58,
48,
50,
49,
52,
56,
57,
53,
55,
54,
59,
63,
64,
60,
62,
61,
66,
67,
71,
76,
88,
93,
98,
103,
108,
111,
114,
119,
124,
129,
134,
139,
144,
149,
154,
159,
164,
167,
172,
177,
182,
187,
192,
197,
202,
207,
212,
217,
68,
70,
69,
72,
73,
75,
74,
77,
78,
84,
79,
83,
80,
82,
81,
85,
87,
86,
89,
90,
92,
91,
94,
95,
97,
96,
99,
100,
102,
101,
104,
105,
107,
106,
109,
110,
112,
113,
115,
116,
118,
117,
120,
121,
123,
122,
125,
126,
128,
127,
130,
131,
133,
132,
135,
136,
138,
137,
140,
141,
143,
142,
145,
146,
148,
147,
150,
151,
153,
152,
155,
156,
158,
157,
160,
161,
163,
162,
165,
166,
168,
169,
171,
170,
173,
174,
176,
175,
178,
179,
181,
180,
183,
184,
186,
185,
188,
189,
191,
190,
193,
194,
196,
195,
198,
199,
201,
200,
203,
204,
206,
205,
208,
209,
211,
210,
213,
214,
216,
215,
218,
219,
221,
220
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4874
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5862
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
3,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
15,
10028
],
[
1,
10028
],
[
8,
10029
],
[
61,
4874
],
[
54,
10028
],
[
54,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4874
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
4267
],
[
20,
10028
],
[
8,
10029
],
[
61,
4874
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
4267
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
6068
],
[
8,
6058
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
6063
],
[
18,
10028
],
[
8,
3968
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
5843
],
[
8,
5843
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
6473
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
6457
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
9472
],
[
8,
9472
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
8060
],
[
8,
8060
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4874
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
8868
],
[
8,
8868
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
9811
],
[
8,
9811
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
7445
],
[
8,
7445
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
]
] |
[
[
"create",
"surrogate",
"run",
"config"
]
] | 222
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
222
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"hp"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"max"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"float32"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"float32"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"model_name"
],
[
"Attribute",
"model"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"model_dir"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expanduser"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"master"
],
[
"Attribute",
"master"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num_shards"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num_gpus"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"use_tpu"
],
[
"Attribute",
"use_tpu"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"schedule"
],
[
"Attribute",
"schedule"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"sync"
],
[
"Attribute",
"sync"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"worker_id"
],
[
"Attribute",
"worker_id"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"random_seed"
],
[
"Attribute",
"random_seed"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
12,
12,
12,
12,
13,
13,
14,
17,
17,
18,
18,
19,
19,
20,
25,
27,
29,
29,
30,
32,
32,
32,
33,
35,
37,
39,
39,
40,
40,
40,
41,
43,
46,
47,
47,
48,
49,
49,
50,
54,
54,
55,
55,
55,
56,
58,
61,
61,
61,
62,
62,
62,
63,
65,
68,
68,
68,
69,
71,
75,
75,
76,
78,
78,
79,
79,
80,
83,
85,
85,
86,
88,
89,
89,
90,
90,
91,
95,
95,
96,
98,
98,
98,
99,
99,
100,
103,
105,
105,
105,
106,
106,
107,
107,
108,
113,
113,
113,
114,
116,
119,
119,
120,
122,
122,
122,
123,
123,
124,
127,
129,
129,
130,
130,
131,
135,
136,
136,
136,
136,
137,
139,
141
],
[
1,
2,
7,
9,
29,
39,
54,
75,
85,
95,
119,
135,
3,
4,
5,
6,
8,
10,
12,
11,
13,
17,
25,
27,
14,
16,
15,
18,
24,
19,
23,
20,
22,
21,
26,
28,
30,
32,
31,
33,
35,
37,
34,
36,
38,
40,
46,
41,
43,
45,
42,
44,
47,
48,
53,
49,
50,
52,
51,
55,
61,
56,
58,
60,
57,
59,
62,
68,
74,
63,
65,
67,
64,
66,
69,
71,
73,
70,
72,
76,
78,
77,
79,
83,
80,
82,
81,
84,
86,
88,
87,
89,
90,
94,
91,
93,
92,
96,
98,
97,
99,
103,
105,
100,
102,
101,
104,
106,
112,
113,
107,
111,
108,
110,
109,
114,
116,
118,
115,
117,
120,
122,
121,
123,
127,
129,
124,
126,
125,
128,
130,
134,
131,
133,
132,
136,
137,
139,
141,
143,
138,
140,
142
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7201
],
[
92,
4875
],
[
92,
6802
],
[
92,
2925
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7201
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
3287
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6802
],
[
54,
10028
],
[
61,
2925
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
4102
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
18,
10028
],
[
8,
10029
],
[
61,
3287
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
5131
],
[
78,
10028
],
[
61,
5488
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
81,
10028
],
[
61,
4102
],
[
54,
10028
],
[
45,
10028
],
[
79,
8941
],
[
54,
10028
],
[
81,
10028
],
[
61,
4102
],
[
54,
10028
],
[
45,
10028
],
[
79,
5131
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
61,
5123
],
[
78,
10028
],
[
18,
10028
],
[
8,
2018
],
[
8,
8309
],
[
61,
5131
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
11,
10028
],
[
52,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
81,
10028
],
[
61,
5123
],
[
54,
10028
],
[
76,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
5488
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5488
],
[
54,
10028
],
[
52,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
5488
],
[
54,
10028
],
[
61,
4102
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"prepare",
"data"
]
] | 144
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
144
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"problem"
],
[
"arg",
"hparams"
],
[
"arg",
"params"
],
[
"arg",
"config"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"problem"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dataset"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"params"
],
[
"Load",
"__NONE__"
],
[
"Name",
"config"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"features"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"dataset"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"input_shape"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Attribute",
"shape"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"input_shape"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Load",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
7,
7,
7,
8,
8,
9,
9,
10,
14,
14,
15,
17,
17,
17,
18,
18,
18,
19,
21,
22,
22,
28,
29,
29,
30,
32,
32,
32,
32,
32,
32,
32,
32,
32,
32,
32,
35,
43,
46,
46,
47,
49,
51,
51,
51,
51,
52,
52,
54,
54,
55,
55,
56,
60,
60,
61,
63,
63,
63,
64,
68,
68,
69,
69,
71,
71,
72,
72,
73,
73,
74,
78,
80,
81,
81,
82,
84,
84,
84,
84,
84,
84,
84,
84,
84,
84,
92,
94,
97,
97,
98,
100,
102,
102,
103,
103,
103,
104,
106,
109,
109,
110,
110,
111,
114,
116,
117,
117,
117,
118,
121,
121,
122,
125,
126,
126,
126,
127,
127,
128,
130,
130,
131,
136,
136,
137,
137,
137,
138,
138,
139,
143,
143,
143,
144,
144,
145,
148,
148,
149,
153,
153,
154,
156,
156,
156,
157,
157,
158,
158,
159,
162,
162,
163,
167,
167,
168,
168,
169,
169,
170,
173,
173,
174,
178,
179,
180,
180,
181
],
[
1,
2,
5,
7,
102,
116,
125,
136,
178,
3,
4,
6,
8,
14,
28,
46,
51,
9,
13,
10,
12,
11,
15,
17,
16,
18,
26,
27,
19,
21,
25,
20,
22,
23,
24,
29,
30,
32,
31,
33,
34,
35,
37,
38,
39,
40,
41,
42,
43,
45,
36,
44,
47,
49,
48,
50,
52,
60,
68,
97,
53,
54,
55,
59,
56,
58,
57,
61,
63,
62,
64,
66,
67,
65,
69,
80,
70,
71,
72,
78,
73,
77,
74,
76,
75,
79,
81,
82,
84,
83,
85,
86,
87,
88,
89,
90,
91,
92,
94,
96,
93,
95,
98,
100,
99,
101,
103,
109,
104,
106,
108,
105,
107,
110,
114,
111,
113,
112,
115,
117,
118,
120,
121,
119,
122,
124,
123,
126,
127,
134,
135,
128,
130,
129,
131,
133,
132,
137,
153,
138,
142,
143,
139,
141,
140,
144,
148,
152,
145,
147,
146,
149,
151,
150,
154,
156,
155,
157,
166,
167,
158,
162,
159,
161,
160,
163,
165,
164,
168,
177,
169,
173,
170,
172,
171,
174,
176,
175,
179,
180,
181,
183,
182
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
7982
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
18,
10028
],
[
8,
3804
],
[
61,
7982
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
7982
],
[
54,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
263
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
61,
2466
],
[
54,
10028
],
[
52,
10028
],
[
79,
10029
],
[
79,
10029
],
[
61,
7982
],
[
54,
10028
],
[
79,
97
],
[
79,
10029
],
[
79,
82
],
[
79,
197
],
[
79,
83
],
[
79,
159
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7982
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
8,
3804
],
[
61,
7982
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
7982
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
8,
3957
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
2466
],
[
54,
10028
],
[
52,
10028
],
[
79,
10029
],
[
79,
97
],
[
79,
10029
],
[
79,
82
],
[
79,
197
],
[
79,
83
],
[
79,
159
],
[
61,
7982
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7982
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
7456
],
[
78,
10028
],
[
61,
3236
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
7497
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7982
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
61,
7456
],
[
54,
10028
],
[
28,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
8,
8309
],
[
61,
3236
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
40,
10028
],
[
20,
10028
],
[
8,
3667
],
[
61,
3236
],
[
54,
10028
],
[
54,
10028
],
[
66,
10028
],
[
52,
10028
],
[
8,
4267
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
8,
4268
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3236
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
2058
],
[
61,
3236
],
[
54,
10028
],
[
54,
10028
],
[
8,
4267
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
5862
],
[
18,
10028
],
[
8,
10029
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
8,
3667
],
[
61,
3236
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
9191
],
[
61,
3236
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
6
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
8
],
[
8
],
[
8
],
[
8
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
]
] |
[
[
"encode"
]
] | 184
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
184
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"s"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"endswith"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"4"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"call"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Str",
"-r"
],
[
"Str",
"__UNK__"
],
[
"Str",
"-b"
],
[
"Str",
"16"
],
[
"Str",
"-c"
],
[
"Str",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"s"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"endswith"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"exists"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"call"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"-r"
],
[
"Str",
"__UNK__"
],
[
"Str",
"-b"
],
[
"Str",
"16"
],
[
"Str",
"-c"
],
[
"Str",
"1"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"s"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"rate"
],
[
"Store",
"__NONE__"
],
[
"Name",
"data"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"read"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"rate"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"data"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"dtype"
],
[
"Name",
"data"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NotIn",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"float64"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"data"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"astype"
],
[
"Name",
"data"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"float32"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"max"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"dtype"
],
[
"Name",
"data"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"tolist"
],
[
"Name",
"data"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
8,
8,
9,
11,
14,
15,
15,
16,
19,
20,
20,
20,
20,
21,
21,
22,
25,
27,
27,
28,
31,
31,
32,
32,
33,
36,
38,
39
],
[
1,
2,
5,
7,
19,
38,
3,
4,
6,
8,
14,
9,
11,
13,
10,
12,
15,
16,
18,
17,
20,
21,
25,
27,
31,
22,
24,
23,
26,
28,
30,
29,
32,
36,
33,
35,
34,
37,
39,
40
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
4941
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
6037
],
[
61,
8981
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
9835
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
2023
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
4941
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"decode"
]
] | 41
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
41
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"ids"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"mkstemp"
],
[
"Name",
"tempfile"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"write"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"asarray"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ids"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
9,
9,
10,
12,
12,
13,
15,
15,
16,
19,
20,
20,
21,
21,
22,
22,
23,
27,
29,
30
],
[
1,
2,
4,
6,
19,
29,
3,
5,
7,
9,
8,
10,
12,
11,
13,
15,
14,
16,
18,
17,
20,
21,
27,
22,
26,
23,
25,
24,
28,
30,
31
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9626
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
8,
9631
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
8,
9631
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9626
],
[
54,
10028
],
[
73,
10028
],
[
61,
9626
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"new",
"vertex"
]
] | 32
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
32
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"vertex"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"vertices"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Attribute",
"vertices"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vertex"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"vertex"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
8,
8,
9,
12,
12,
13,
16,
17,
17,
17,
18,
18,
19,
22,
23,
26,
26,
27,
29,
30,
30,
31,
34,
34,
35,
35,
35,
36,
36,
37,
40,
41,
44,
46,
47
],
[
1,
2,
5,
7,
26,
34,
46,
3,
4,
6,
8,
16,
9,
11,
12,
10,
13,
15,
14,
17,
18,
22,
25,
19,
21,
20,
23,
24,
27,
29,
28,
30,
31,
33,
32,
35,
44,
36,
40,
43,
37,
39,
38,
41,
42,
45,
47,
48
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
5420
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
5420
],
[
54,
10028
],
[
44,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
81,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
61,
5420
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9626
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
61,
5420
],
[
54,
10028
],
[
78,
10028
],
[
61,
9626
],
[
54,
10028
],
[
73,
10028
],
[
61,
9626
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"get",
"vertex"
]
] | 49
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
49
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"key"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"vertex"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"vertex"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"vertex"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
9,
11,
11,
12,
14,
14,
15,
17,
17,
18,
21,
22,
22,
23,
23,
24,
24,
25,
29,
31,
32,
32,
33,
33,
34,
34,
35,
39,
39,
40,
43,
44,
44,
45,
45,
46,
46,
47,
51,
51,
52,
55,
55,
56,
56,
57,
60,
60,
61,
64,
64,
65,
65,
66,
69,
69,
70,
73,
74
],
[
1,
2,
6,
8,
21,
31,
43,
55,
64,
73,
3,
4,
5,
7,
9,
11,
10,
12,
14,
13,
15,
17,
16,
18,
20,
19,
22,
23,
29,
24,
28,
25,
27,
26,
30,
32,
33,
39,
34,
38,
35,
37,
36,
40,
42,
41,
44,
45,
51,
46,
50,
47,
49,
48,
52,
54,
53,
56,
60,
57,
59,
58,
61,
63,
62,
65,
69,
66,
68,
67,
70,
72,
71,
74,
75
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
8485
],
[
92,
8926
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
3708
],
[
78,
10028
],
[
18,
10028
],
[
61,
560
],
[
54,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
8,
3714
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
8,
3714
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3708
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
8,
6660
],
[
61,
8485
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
4943
],
[
61,
3708
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
8,
10029
],
[
61,
8926
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
4943
],
[
61,
3708
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
8485
],
[
61,
3708
],
[
54,
10028
],
[
78,
10028
],
[
8,
4943
],
[
61,
8485
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
8926
],
[
61,
3708
],
[
54,
10028
],
[
78,
10028
],
[
8,
4943
],
[
61,
8926
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
3708
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"add",
"edge"
]
] | 76
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
76
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"source"
],
[
"arg",
"target"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"edge"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"Edge"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"edges"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Attribute",
"edges"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"edge"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Attribute",
"out_edges"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"idx"
],
[
"Name",
"edge"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"target"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"idx"
],
[
"Name",
"edge"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"source"
],
[
"Name",
"edge"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"idx"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"target"
],
[
"Name",
"edge"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"idx"
],
[
"Name",
"target"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"edge"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
4,
6,
7,
7,
7,
7,
10,
10,
11,
12,
12,
13,
16,
16,
17,
19,
19,
20,
23,
23,
24,
25,
25,
26,
29,
29,
30,
32,
32,
33
],
[
1,
2,
4,
6,
3,
5,
7,
8,
9,
10,
23,
11,
16,
12,
13,
15,
14,
17,
19,
18,
20,
22,
21,
24,
29,
25,
26,
28,
27,
30,
32,
31,
33,
35,
34
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
30,
10028
],
[
79,
10029
],
[
73,
10028
],
[
24,
10028
],
[
79,
6370
],
[
79,
3708
],
[
53,
10028
],
[
18,
10028
],
[
8,
9147
],
[
61,
9517
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
9517
],
[
78,
10028
],
[
8,
9631
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
9147
],
[
61,
3693
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
3693
],
[
78,
10028
],
[
8,
3714
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
]
] |
[
[
"to",
"dict"
]
] | 36
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
36
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"node"
],
[
"Str",
"edge"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_dict"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"vertices"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_dict"
],
[
"Name",
"e"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"e"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"edges"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
9,
9,
9,
10,
11,
11,
12,
12,
13,
16,
18,
18,
19,
21,
21,
21,
22,
22,
23,
26,
28,
30,
30,
31,
31,
31,
32,
32,
33,
35,
36,
36,
37,
42,
42,
43,
45,
45,
45,
46,
46,
47,
50,
52,
54,
54,
55,
57,
57,
58,
58,
59,
62,
64,
64,
65,
67,
67,
67,
67,
67,
67,
67,
67,
67,
68,
68,
69,
72,
72,
72,
73,
73,
74,
77,
79,
81,
84,
84,
84,
86,
86,
87,
90,
90,
91,
94,
94,
94,
96,
96,
97,
100,
100,
101,
104,
104,
105,
108,
108,
109,
112,
112,
113,
116,
116,
117,
119,
119,
119,
119,
120,
120,
121,
124,
126,
128,
130,
131,
131,
131,
132,
132,
133,
136,
138
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
18,
30,
54,
64,
116,
130,
11,
12,
16,
13,
15,
14,
17,
19,
21,
20,
22,
26,
28,
23,
25,
24,
27,
29,
31,
42,
32,
40,
41,
33,
35,
34,
36,
37,
39,
38,
43,
45,
44,
46,
50,
52,
47,
49,
48,
51,
53,
55,
57,
56,
58,
62,
59,
61,
60,
63,
65,
67,
66,
68,
72,
81,
83,
84,
94,
104,
108,
112,
69,
71,
70,
73,
77,
79,
74,
76,
75,
78,
80,
82,
85,
86,
90,
87,
89,
88,
91,
93,
92,
95,
96,
100,
97,
99,
98,
101,
103,
102,
105,
107,
106,
109,
111,
110,
113,
115,
114,
117,
119,
118,
120,
124,
126,
128,
121,
123,
122,
125,
127,
129,
131,
132,
136,
138,
133,
135,
134,
137,
139
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
8485
],
[
92,
4875
],
[
92,
6195
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
],
[
40,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
18,
10028
],
[
8,
4595
],
[
61,
8485
],
[
54,
10028
],
[
54,
10028
],
[
38,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
8485
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8485
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
],
[
4,
10028
],
[
61,
8485
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
8485
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
8485
],
[
54,
10028
],
[
62,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7723
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7723
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"attend"
]
] | 140
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
140
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"source"
],
[
"arg",
"hparams"
],
[
"arg",
"name"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"source"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"source"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"source"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"res"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
11,
11,
12,
12,
13,
17,
19,
19,
20,
20,
20,
21,
23,
26,
26,
26,
27,
27,
28,
28,
29,
33,
35,
36,
36,
36,
37,
41,
41,
42,
44,
44,
44,
44,
45,
45,
46,
49,
51,
52,
52,
55,
57,
57,
58,
60,
60,
61,
61,
62,
62,
63,
67,
67,
67,
68,
68,
68,
69,
72,
76,
76,
76,
77,
80,
80,
80,
80,
81,
81,
82,
85,
87,
88,
88,
91,
93,
94,
94,
94,
95,
97,
97,
97,
98,
98,
99,
102,
104,
105,
105
],
[
1,
2,
5,
7,
19,
41,
57,
76,
93,
3,
4,
6,
8,
10,
9,
11,
17,
12,
16,
13,
15,
14,
18,
20,
26,
21,
23,
25,
22,
24,
27,
33,
35,
28,
32,
29,
31,
30,
34,
36,
37,
39,
40,
38,
42,
44,
43,
45,
49,
51,
55,
46,
48,
47,
50,
52,
53,
54,
56,
58,
60,
59,
61,
67,
62,
66,
63,
65,
64,
68,
74,
75,
69,
71,
72,
70,
73,
77,
79,
80,
78,
81,
85,
87,
91,
82,
84,
83,
86,
88,
89,
90,
92,
94,
95,
97,
108,
96,
98,
102,
104,
99,
101,
100,
103,
105,
106,
107
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
5399
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
8461
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
5399
],
[
11,
10028
],
[
61,
5399
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
95,
5413
],
[
62,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
9858
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
213
],
[
9,
10028
],
[
61,
9858
],
[
78,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
95,
5413
],
[
62,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
9858
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
4
]
] |
[
[
"top",
"k",
"softmax"
]
] | 109
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
109
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"k"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"softmax"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"k"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1e-12"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"keepdims"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
10,
10,
10,
10,
10,
10,
11,
12,
12,
13,
13,
14,
17,
19,
19,
20,
22,
24,
24,
25,
27,
27,
27,
28,
30,
30,
30,
34,
34,
34,
38,
38,
39,
41,
41,
41,
42,
44,
44,
44,
48,
48,
48,
52,
52,
53,
55,
55,
55,
55,
55,
55,
56,
58,
60,
60,
61,
64,
66,
69,
69,
70,
70,
70,
72,
72,
72,
73,
77,
77,
78,
81,
81,
82,
84,
84,
84,
84,
84,
85,
87,
89,
91,
94,
94,
94,
94,
95,
97,
97,
98,
100,
100,
101,
104,
104,
105,
105,
106,
109,
109,
110,
112,
112,
112,
112,
112,
112,
113,
115,
117,
117,
118,
121,
123,
125,
125,
125,
128,
130,
130,
131,
133,
133,
133,
133,
133,
133,
134,
134,
135,
138,
140,
140,
141,
144,
144,
145,
145,
145,
146,
146,
146,
150,
154,
155,
157,
158,
158,
158,
161,
163,
164
],
[
1,
2,
8,
10,
3,
4,
5,
6,
7,
9,
11,
19,
24,
38,
52,
69,
94,
163,
12,
13,
17,
14,
16,
15,
18,
20,
22,
21,
23,
25,
27,
26,
28,
30,
34,
29,
31,
32,
33,
35,
36,
37,
39,
41,
40,
42,
44,
48,
43,
45,
46,
47,
49,
50,
51,
53,
55,
54,
56,
58,
60,
64,
66,
68,
57,
59,
61,
63,
62,
65,
67,
70,
81,
71,
72,
77,
73,
75,
76,
74,
78,
80,
79,
82,
84,
83,
85,
87,
89,
91,
93,
86,
88,
90,
92,
95,
97,
104,
130,
96,
98,
100,
99,
101,
103,
102,
105,
109,
106,
108,
107,
110,
112,
111,
113,
115,
117,
121,
123,
125,
114,
116,
118,
120,
119,
122,
124,
126,
127,
128,
129,
131,
133,
132,
134,
138,
140,
144,
154,
157,
135,
137,
136,
139,
141,
143,
142,
145,
153,
146,
150,
152,
147,
148,
149,
151,
155,
156,
158,
159,
160,
161,
162,
164,
165
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
2422
],
[
92,
10029
],
[
92,
4875
],
[
92,
6195
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
5401
],
[
78,
10028
],
[
41,
10028
],
[
61,
10029
],
[
54,
10028
],
[
83,
10028
],
[
67,
243
],
[
67,
243
],
[
54,
10028
],
[
83,
10028
],
[
67,
243
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
5402
],
[
78,
10028
],
[
41,
10028
],
[
61,
10029
],
[
54,
10028
],
[
83,
10028
],
[
67,
215
],
[
67,
215
],
[
54,
10028
],
[
83,
10028
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3160
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
5401
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
7476
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
20,
10028
],
[
61,
2422
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3160
],
[
54,
10028
],
[
61,
2422
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3160
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
5401
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
4,
10028
],
[
61,
3160
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
3160
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
83,
10028
],
[
83,
10028
],
[
67,
159
],
[
67,
159
],
[
54,
10028
],
[
61,
5402
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
61,
5402
],
[
54,
10028
],
[
95,
6195
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
73,
10028
],
[
61,
3160
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
9
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
]
] |
[
[
"compress"
]
] | 166
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
166
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"c"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"name"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"k1"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"k2"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"rc"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"c"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
],
[
"Name",
"c"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k2"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Name",
"k2"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"cur"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
12,
14,
14,
15,
17,
19,
19,
19,
19,
19,
19,
19,
20,
21,
21,
22,
22,
23,
26,
28,
28,
29,
29,
29,
30,
34,
34,
35,
37,
37,
38,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
42,
42,
42,
43,
47,
47,
48,
50,
50,
51,
51,
52,
55,
57,
57,
58,
58,
58,
59,
61,
64,
64,
64,
65,
65,
66,
69,
71,
73,
73,
74,
76,
76,
76,
77,
77,
78,
78,
79,
83,
85,
85,
85,
88,
88,
89,
92,
92,
93,
93,
95,
97,
97,
97,
98,
102,
102,
103,
105,
105,
105,
105,
105,
105,
106,
106,
107,
110,
112,
114,
116,
118,
120,
120,
121,
123,
123,
123,
124,
124,
125,
128,
130,
132,
133,
133,
133,
134,
138,
138,
139,
142,
142,
143,
145,
145,
145,
146,
146,
147,
150,
152,
152,
152,
152,
152,
153,
153,
153,
154,
154,
155,
155,
156,
159,
161,
164,
164,
165,
168,
168,
169,
172,
172,
172,
173,
173,
174,
178,
178,
179,
183,
183,
184,
184,
184,
184,
185,
187,
189,
192,
192,
192,
193,
193,
194,
197,
199,
201,
201,
202,
205,
205,
206,
206,
208,
208,
209,
212,
212,
212,
213,
216,
216,
216,
217,
217,
218,
221,
223,
223,
223,
223,
223,
224,
224,
224,
225,
225,
226,
226,
227,
230,
232,
237,
237,
238,
242,
242,
243,
245,
245,
245,
245,
245,
245,
245,
245,
246,
246,
247,
250,
252,
254,
255,
255,
255,
257,
257,
258,
261,
261,
262,
265,
266,
268,
269,
271,
272,
272,
273,
276,
278,
278,
279,
281,
281,
282,
282,
283,
286,
288,
288,
289,
291,
291,
291,
292,
292,
293,
296,
298,
298,
298,
298,
298,
299,
299,
299,
300,
302,
305,
305,
309,
309,
310,
314,
314,
315,
317,
319,
320
],
[
1,
2,
12,
14,
19,
3,
4,
5,
6,
7,
8,
9,
10,
11,
13,
15,
17,
16,
18,
20,
28,
41,
278,
288,
314,
319,
21,
22,
26,
23,
25,
24,
27,
29,
34,
30,
32,
33,
31,
35,
37,
36,
38,
40,
39,
42,
47,
57,
73,
92,
102,
120,
132,
138,
142,
183,
201,
205,
242,
43,
45,
46,
44,
48,
50,
49,
51,
55,
52,
54,
53,
56,
58,
64,
59,
61,
63,
60,
62,
65,
69,
71,
66,
68,
67,
70,
72,
74,
76,
75,
77,
83,
85,
78,
82,
79,
81,
80,
84,
86,
87,
88,
89,
91,
90,
93,
97,
94,
95,
96,
98,
100,
101,
99,
103,
105,
104,
106,
110,
112,
114,
116,
118,
107,
109,
108,
111,
113,
115,
117,
119,
121,
123,
122,
124,
128,
130,
125,
127,
126,
129,
131,
133,
134,
136,
137,
135,
139,
141,
140,
143,
145,
144,
146,
150,
152,
147,
149,
148,
151,
153,
164,
168,
172,
182,
154,
161,
163,
155,
159,
156,
158,
157,
160,
162,
165,
167,
166,
169,
171,
170,
173,
177,
178,
174,
176,
175,
179,
181,
180,
184,
192,
185,
187,
189,
191,
186,
188,
190,
193,
197,
199,
194,
196,
195,
198,
200,
202,
204,
203,
206,
212,
207,
208,
209,
211,
210,
213,
215,
216,
214,
217,
221,
223,
218,
220,
219,
222,
224,
235,
236,
237,
241,
225,
232,
234,
226,
230,
227,
229,
228,
231,
233,
238,
240,
239,
243,
245,
244,
246,
250,
252,
254,
265,
268,
271,
276,
247,
249,
248,
251,
253,
255,
256,
257,
261,
258,
260,
259,
262,
264,
263,
266,
267,
269,
270,
272,
273,
275,
274,
277,
279,
281,
280,
282,
286,
283,
285,
284,
287,
289,
291,
290,
292,
296,
298,
293,
295,
294,
297,
299,
305,
308,
309,
313,
300,
302,
304,
301,
303,
306,
307,
310,
312,
311,
315,
317,
316,
318,
320,
321
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
8941
],
[
92,
4875
],
[
92,
6195
],
[
92,
8943
],
[
92,
10029
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
4875
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
8943
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
8943
],
[
78,
10028
],
[
8,
8943
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
8943
],
[
54,
10028
],
[
28,
10028
],
[
79,
9265
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
60,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
],
[
3,
10028
],
[
20,
10028
],
[
61,
8943
],
[
54,
10028
],
[
28,
10028
],
[
79,
4973
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8309
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
8,
6449
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
60,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
67,
159
],
[
67,
159
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
95,
6463
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
95,
10029
],
[
61,
2253
],
[
54,
10028
],
[
95,
2081
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
3358
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
67,
159
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
]
] |
[
[
"decode",
"transformer"
]
] | 322
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
322
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"targets"
],
[
"arg",
"hparams"
],
[
"arg",
"name"
],
[
"arg",
"task"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"task"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"task"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"task"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"task"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"translate"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"task"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"image"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"num_channels"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"num_layers"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"attention_type"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"decoder"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
9,
11,
11,
11,
14,
14,
15,
18,
18,
18,
18,
18,
18,
18,
19,
19,
19,
20,
20,
21,
26,
26,
27,
29,
29,
29,
29,
30,
30,
31,
31,
32,
36,
38,
40,
42,
42,
43,
43,
44,
47,
47,
47,
48,
51,
51,
52,
52,
53,
56,
56,
56,
59,
59,
60,
60,
61,
64,
64,
65,
65,
66,
69,
71,
71,
72,
75,
75,
76,
76,
76,
77,
81,
81,
81,
81,
82,
82,
83,
86,
87,
87,
87,
88,
88,
89,
94,
94,
95,
97,
97,
97,
98,
98,
99,
99,
100,
104,
105,
107,
108,
110,
110,
111,
113,
113,
113,
114,
114,
115,
115,
116,
120,
121,
123,
124,
126,
126,
127,
129,
129,
129,
129,
130,
132,
134,
136,
136,
137,
140,
141,
141,
141,
142,
144,
147,
147,
148,
150,
150,
151,
153,
153,
153,
154,
154,
155,
158,
161,
162,
162,
162,
163,
166,
166,
166,
169,
171,
172,
172,
172,
173,
173,
173,
174,
177,
177,
178,
183,
183,
184,
186,
186,
186,
189,
189,
189,
190,
193,
193,
194,
197,
197,
198,
200,
200,
201,
201,
201,
201,
202,
202,
203,
203,
204,
208,
210,
212,
213,
213,
213,
216,
218,
218,
219,
221,
221,
222,
224,
224,
225,
228,
228,
229,
232,
232,
232,
232,
233,
233,
233,
234,
238,
238,
239,
241,
243,
243,
243,
243,
244,
246,
246,
247,
249,
249,
250,
253,
253,
254,
256,
256,
256,
257,
257,
258,
261,
261,
261,
262,
262,
263,
266,
268,
268,
268,
269,
272,
274,
276,
277,
277,
278,
278,
279,
282,
282,
282,
283,
283,
284,
284,
285,
289,
290,
292,
293,
293,
293,
294,
296,
297,
300,
300,
301,
303,
303,
304,
306,
308,
308,
309,
311,
311,
312,
312,
312,
312,
313,
315,
317,
319,
319,
320,
323,
323,
324,
326,
328,
328,
329,
331,
331,
332,
334,
334,
335,
335,
335,
336,
339,
339,
339,
340,
343,
345,
345,
346,
346,
346,
347,
349,
352,
352,
353,
355,
357,
358,
358,
358,
359,
361
],
[
1,
2,
6,
8,
18,
147,
161,
171,
183,
197,
228,
232,
308,
328,
357,
3,
4,
5,
7,
9,
11,
10,
12,
13,
14,
15,
17,
16,
19,
26,
42,
71,
75,
126,
140,
20,
24,
25,
21,
23,
22,
27,
29,
28,
30,
36,
38,
40,
31,
35,
32,
34,
33,
37,
39,
41,
43,
47,
44,
46,
45,
48,
50,
51,
49,
52,
56,
53,
55,
54,
57,
58,
59,
60,
64,
61,
63,
62,
65,
69,
66,
68,
67,
70,
72,
74,
73,
76,
81,
77,
79,
80,
78,
82,
86,
94,
110,
83,
85,
84,
87,
88,
92,
93,
89,
91,
90,
95,
97,
96,
98,
104,
107,
99,
103,
100,
102,
101,
105,
106,
108,
109,
111,
113,
112,
114,
120,
123,
115,
119,
116,
118,
117,
121,
122,
124,
125,
127,
129,
128,
130,
132,
134,
136,
131,
133,
135,
137,
139,
138,
141,
142,
144,
146,
143,
145,
148,
150,
149,
151,
153,
152,
154,
158,
160,
155,
157,
156,
159,
162,
163,
165,
166,
164,
167,
168,
169,
170,
172,
173,
181,
182,
174,
176,
177,
175,
178,
180,
179,
184,
186,
185,
187,
188,
189,
190,
192,
193,
191,
194,
196,
195,
198,
200,
199,
201,
218,
202,
208,
210,
212,
203,
207,
204,
206,
205,
209,
211,
213,
214,
215,
216,
217,
219,
221,
220,
222,
224,
223,
225,
227,
226,
229,
231,
230,
233,
238,
243,
300,
234,
236,
237,
235,
239,
241,
240,
242,
244,
246,
253,
276,
245,
247,
249,
248,
250,
252,
251,
254,
256,
255,
257,
261,
274,
258,
260,
259,
262,
266,
268,
263,
265,
264,
267,
269,
271,
272,
270,
273,
275,
277,
278,
282,
279,
281,
280,
283,
289,
292,
284,
288,
285,
287,
286,
290,
291,
293,
294,
296,
299,
295,
297,
298,
301,
303,
302,
304,
306,
305,
307,
309,
311,
310,
312,
323,
313,
315,
317,
319,
314,
316,
318,
320,
322,
321,
324,
326,
325,
327,
329,
331,
330,
332,
334,
333,
335,
345,
336,
338,
339,
337,
340,
342,
343,
341,
344,
346,
352,
347,
349,
351,
348,
350,
353,
355,
354,
356,
358,
359,
361,
363,
360,
362
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9680
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
55,
10028
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9680
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
67,
210
],
[
0,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
5488
],
[
61,
10029
],
[
54,
10028
],
[
95,
5730
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
5488
],
[
61,
10029
],
[
54,
10028
],
[
95,
5730
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8006
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9680
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
8006
],
[
54,
10028
],
[
61,
5754
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
18,
10028
],
[
8,
5696
],
[
61,
5854
],
[
54,
10028
],
[
54,
10028
],
[
61,
9680
],
[
54,
10028
],
[
67,
215
],
[
3,
10028
],
[
20,
10028
],
[
61,
9680
],
[
54,
10028
],
[
28,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
58,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
32,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
94,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
5755
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
70,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
5755
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
5488
],
[
61,
3218
],
[
54,
10028
],
[
95,
5730
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5754
],
[
78,
10028
],
[
18,
10028
],
[
61,
8825
],
[
54,
10028
],
[
61,
5755
],
[
54,
10028
],
[
4,
10028
],
[
61,
8017
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5480
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
5480
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8006
],
[
78,
10028
],
[
18,
10028
],
[
61,
8825
],
[
54,
10028
],
[
53,
10028
],
[
11,
10028
],
[
61,
7982
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
70,
10028
],
[
61,
4911
],
[
54,
10028
],
[
94,
10028
],
[
83,
10028
],
[
61,
4911
],
[
78,
10028
],
[
61,
7982
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3829
],
[
54,
10028
],
[
61,
8017
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
8006
],
[
54,
10028
],
[
61,
5754
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
9
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"ae",
"latent",
"softmax"
]
] | 364
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
364
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"vocab_size"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vocab_size"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1e-08"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"square"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"labels"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"logits"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"labels"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"logits"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"sample"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vocab_size"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"sample"
],
[
"Load",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"log"
],
[
"Name",
"math"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vocab_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"vocab_size"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mod",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"FloorDiv",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"labels"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"logits"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"sum"
],
[
"Load",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"samples"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"l"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"l"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"sample"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"sum"
],
[
"Load",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"s"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Name",
"s"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"enumerate"
],
[
"Load",
"__NONE__"
],
[
"Name",
"samples"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"sample"
],
[
"Load",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
11,
11,
12,
12,
12,
14,
14,
14,
15,
15,
16,
21,
21,
21,
22,
22,
23,
28,
29,
29,
30,
30,
31,
31,
32,
37,
38,
38,
38,
38,
38,
38,
39,
41,
43,
45,
47,
49,
51,
51,
52,
54,
54,
54,
54,
54,
54,
55,
57,
59,
61,
63,
66,
66,
67,
67,
67,
68,
70,
73,
73,
73,
73,
74,
76,
79,
81,
81,
81,
82,
82,
85,
85,
86,
88,
90,
90,
90,
90,
90,
91,
92,
92,
92,
93,
93,
94,
97,
98,
98,
99,
102,
104,
104,
105,
107,
107,
108,
110,
112,
112,
113,
115,
115,
115,
115,
115,
115,
116,
118,
120,
122,
124,
127,
127,
128,
128,
128,
129,
131,
134,
134,
134,
134,
135,
137,
140,
142,
143,
143,
143,
144,
144,
145,
148,
148,
148,
149,
149,
149,
150,
152,
152,
152,
154,
155,
155,
155,
156,
162,
162,
162,
163,
165,
165,
165,
167,
168,
168,
168,
169,
176,
178,
178,
178,
179,
181,
181,
182,
184,
186,
186,
187,
189,
189,
189,
190,
192,
194,
196,
197
],
[
1,
2,
9,
11,
51,
66,
81,
178,
196,
3,
4,
5,
6,
7,
8,
10,
12,
28,
37,
13,
14,
21,
15,
19,
20,
16,
18,
17,
22,
26,
27,
23,
25,
24,
29,
30,
36,
31,
35,
32,
34,
33,
38,
39,
41,
43,
45,
47,
49,
40,
42,
44,
46,
48,
50,
52,
54,
53,
55,
57,
59,
61,
63,
65,
56,
58,
60,
62,
64,
67,
73,
68,
70,
72,
69,
71,
74,
76,
78,
79,
75,
77,
80,
82,
85,
90,
83,
84,
86,
88,
87,
89,
91,
104,
112,
127,
142,
92,
93,
97,
102,
94,
96,
95,
98,
99,
101,
100,
103,
105,
107,
106,
108,
110,
109,
111,
113,
115,
114,
116,
118,
120,
122,
124,
126,
117,
119,
121,
123,
125,
128,
134,
129,
131,
133,
130,
132,
135,
137,
139,
140,
136,
138,
141,
143,
144,
148,
176,
145,
147,
146,
149,
162,
175,
150,
152,
161,
151,
153,
154,
160,
155,
156,
158,
159,
157,
163,
165,
174,
164,
166,
167,
173,
168,
169,
171,
172,
170,
177,
179,
181,
186,
180,
182,
184,
183,
185,
187,
189,
188,
190,
192,
194,
191,
193,
195,
197,
198
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
5131
],
[
92,
3707
],
[
92,
3760
],
[
92,
5333
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
55,
10028
],
[
67,
215
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
130
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
3760
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
4016
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
61,
4875
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
10029
],
[
92,
4911
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
7831
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
3760
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
4016
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
61,
4875
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
11,
10028
],
[
61,
4911
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
76,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
11,
10028
],
[
61,
4911
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
76,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
5333
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
11
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
11
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"ae",
"latent",
"sample"
]
] | 199
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
199
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"inputs"
],
[
"arg",
"ed"
],
[
"arg",
"embed"
],
[
"arg",
"iters"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Num",
"2"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"extra"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"i"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"reuse"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"extra"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"iters"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
11,
14,
14,
15,
15,
16,
19,
19,
20,
23,
23,
23,
24,
24,
24,
25,
29,
29,
30,
32,
32,
32,
33,
33,
34,
34,
35,
38,
40,
43,
43,
44,
46,
46,
46,
47,
47,
48,
48,
49,
52,
54,
57,
57,
58,
60,
60,
60,
61,
61,
62,
65,
67,
67,
67,
67,
67,
68,
70,
70,
74,
74,
75,
79,
79,
79,
79,
79,
80,
80,
80,
81,
85,
85,
86,
88,
88,
89,
89,
90,
93,
95,
95,
96,
96,
96,
97,
99,
102,
102,
102,
102,
102,
103,
105,
107,
109,
112,
112,
113,
113,
113,
114,
116,
119,
119,
119,
120,
122,
125,
125,
126,
126,
126,
126,
127,
129,
131,
134,
134,
134,
134,
139,
139,
140,
142,
142,
142,
142,
142,
142,
146,
146,
147,
147,
148,
152,
152,
153,
153,
154,
158,
158,
159,
159,
160,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
164,
165,
165,
166,
169,
169,
170,
172,
174,
174,
175,
177,
177,
178,
178,
179,
182,
184,
184,
185,
185,
185,
186,
186,
187,
192,
193,
193,
194,
194,
195,
198,
200,
200,
200,
200,
201,
201,
201,
202,
202,
203,
208,
208,
208,
209,
209,
209,
210,
214,
214,
215,
217,
217,
217,
218,
218,
219,
222,
222,
222,
223,
225,
228,
230,
230,
231,
233,
235,
236,
236,
236,
237,
237,
238,
243,
243,
244,
246,
248,
248,
248,
248,
248,
248,
248,
248,
248,
249,
249,
250,
253,
254,
254,
255,
255,
256,
256,
257,
261,
261,
262,
262,
265,
265,
266,
269,
269,
270,
272,
272,
272,
272,
273,
273,
274,
277,
279,
280,
280,
280,
281,
281,
282,
282,
283,
286,
288,
291,
293,
293,
294,
296,
296,
297,
297,
298,
301,
303,
303,
304,
306,
306,
306,
306,
307,
307,
308,
311,
312,
312,
313,
313,
314,
317,
319,
321,
322,
322,
322,
325,
325,
326,
329,
329,
329,
330,
333,
335,
335,
336,
338,
338,
339,
339,
340,
340,
341,
341,
342,
347,
349,
349,
350,
352,
352,
352,
352,
353,
353,
354,
357,
359,
360,
362,
364,
364,
365,
367,
369,
369,
370,
370,
370,
371,
373,
376,
376,
376,
376,
377,
377,
378,
381,
383,
385,
386,
386,
386,
389,
389,
390,
393,
393,
394,
396,
396,
397,
397,
398,
401,
403,
403,
404,
406,
406,
406,
407,
407,
408,
411,
413,
413,
413,
413,
414,
414,
414,
415,
417,
420,
420,
420,
421,
423,
426,
426,
426,
427,
429,
433,
433,
434,
436,
436,
436,
436,
437,
437,
438,
441,
443,
443,
444,
447,
449,
449,
450,
452,
452,
452,
453,
453,
454,
457,
459,
460,
462,
462,
462,
462,
463,
463,
464,
467,
467,
468,
470,
470,
470,
470,
471,
471,
472,
475,
476,
476,
477,
477,
478,
481,
483,
485,
487,
487,
488,
490,
490,
490,
490,
491,
491,
492,
495,
495,
495,
496,
499,
499,
500,
503,
505,
505,
506,
506,
507,
510,
512,
512,
513,
515,
517,
517,
518,
520,
520,
520,
520,
520,
520,
521,
523,
525,
528,
531,
531,
531,
531,
531,
531,
531,
531,
531,
531,
532,
532,
532,
533,
533,
534,
538,
538,
539,
539,
540,
540,
541,
546,
546,
547,
547,
547,
547,
547,
547,
548,
550,
552,
554,
556,
559,
559,
559,
559,
559,
560,
560,
561,
564,
565,
567,
568,
568,
569,
572,
573,
573,
574,
577,
579,
579,
580,
582,
583,
583,
583,
584,
584,
585,
585,
586,
591,
591,
591,
592,
592,
593,
596,
596,
596,
597,
599,
599,
599,
601,
605,
605,
606,
606,
610,
610,
611,
613,
613,
614,
614,
615,
618,
618,
619,
622,
622,
623,
625,
625,
625,
626,
626,
626,
627,
627,
628,
632,
632,
633,
633,
634,
634,
635,
640,
643,
643,
644,
646,
646,
646,
647,
647,
648,
651,
651,
652,
652,
653,
656,
656,
657,
660,
662,
662,
663,
665,
665,
665,
665,
666,
666,
667,
670,
672,
674,
676,
676,
677,
677,
677,
678,
680,
683,
683,
683,
684,
687,
687,
688,
688,
689,
692,
692,
693,
693,
694,
697,
699,
699,
699,
699,
699,
699,
699,
699,
699,
699,
699,
699,
699,
699,
700,
700,
700,
701,
701,
702,
706,
706,
706,
710,
710,
711,
713,
713,
713,
713,
713,
713,
713,
714,
716,
718,
720,
720,
721,
723,
725,
728,
730,
730,
731,
731,
731,
732,
734,
737,
737,
737,
737,
738,
740,
742,
742,
743,
743,
744,
747,
749,
751,
751,
752,
754,
755,
755,
755,
756,
756,
757,
757,
758,
763,
763,
764,
764,
765,
768,
770,
770,
771,
771,
772,
775,
775,
776,
778,
778,
778,
779,
779,
780,
783,
785,
785,
785,
789,
789,
790,
790,
790,
791,
793,
796,
796,
796,
797,
797,
798,
798,
799,
802,
802,
802,
803,
806,
806,
807,
807,
808,
811,
814,
814,
815,
818,
818,
819,
819,
819,
820,
822,
825,
825,
825,
826,
829,
829,
830,
833,
833,
834,
836,
836,
836,
836,
836,
836,
837,
839,
841,
843,
845,
848,
848,
849,
849,
849,
850,
852,
855,
855,
855,
856,
856,
857,
857,
858,
861,
861,
861,
862,
862,
863,
866,
868,
872,
872,
872,
874,
874,
875,
876,
876,
876,
877,
877,
878,
881,
882,
882,
883,
886,
888,
888,
889,
889,
889,
889,
889,
889,
890,
892,
894,
896,
898,
901,
901,
901,
901,
901,
902,
902,
903,
906,
907,
909,
910,
910,
911,
914,
915,
915,
916,
919,
921,
922,
924,
924,
925,
927,
928,
930,
930,
931,
933,
933,
933,
936,
936,
936,
937,
937,
938,
938,
939,
945,
945,
946,
948,
948,
948,
949,
949,
949,
950,
950,
951,
955,
955,
956,
956,
957,
957,
958,
963,
966,
966,
967,
969,
969,
969,
969,
970,
970,
971,
974,
974,
974,
975,
975,
976,
979,
979,
980,
980,
981,
984,
984,
985,
988,
990,
992,
994,
994,
994,
994,
994,
994,
994,
994,
995,
995,
995,
996,
996,
997,
1001,
1001,
1001,
1005,
1005,
1006,
1008,
1008,
1008,
1008,
1008,
1008,
1009,
1011,
1013,
1015,
1017,
1020,
1020,
1021,
1021,
1021,
1021,
1021,
1021,
1022,
1024,
1026,
1028,
1030,
1033,
1033,
1033,
1033,
1033,
1034,
1034,
1035,
1038,
1039,
1041,
1042,
1042,
1043,
1046,
1047,
1047,
1048,
1051,
1053,
1053,
1054,
1056,
1056,
1056,
1057,
1057,
1058,
1058,
1059,
1062,
1064,
1067,
1067,
1068,
1068,
1068,
1068,
1068,
1068,
1069,
1071,
1073,
1075,
1077,
1080,
1080,
1080,
1080,
1081,
1081,
1082,
1085,
1086,
1088,
1089,
1089,
1090,
1093,
1095,
1095,
1096,
1098,
1098,
1099,
1099,
1100,
1103,
1103,
1103,
1104,
1106,
1106,
1106,
1106,
1108,
1109,
1114,
1114,
1115,
1115,
1115,
1116,
1120,
1120,
1121,
1123,
1123,
1123,
1123,
1123,
1123,
1123,
1124,
1126,
1128,
1130,
1132,
1135,
1137,
1137,
1138,
1140,
1140,
1141,
1143,
1145,
1145,
1146,
1148,
1150,
1150,
1151,
1153,
1153,
1154,
1154,
1155,
1158,
1160,
1160,
1161,
1163,
1163,
1163,
1164,
1164,
1165,
1168,
1170,
1170,
1170,
1170,
1171,
1171,
1171,
1172,
1174,
1177,
1177,
1177,
1178,
1180,
1183,
1183,
1183,
1184,
1186,
1190,
1190,
1191,
1193,
1193,
1193,
1193,
1194,
1194,
1195,
1198,
1200,
1200,
1201,
1204,
1206,
1206,
1207,
1209,
1209,
1209,
1210,
1210,
1211,
1214,
1216,
1217,
1219,
1219,
1219,
1219,
1219,
1219,
1220,
1222,
1222,
1223,
1225,
1225,
1226,
1229,
1229,
1230,
1232,
1232,
1232,
1233,
1233,
1233,
1234,
1234,
1235,
1239,
1243,
1243,
1244,
1246,
1246,
1246,
1246,
1246,
1246,
1247,
1249,
1252,
1252,
1252,
1256,
1258,
1258,
1258,
1261,
1263,
1263,
1264,
1264,
1264,
1266,
1266,
1266,
1267,
1271,
1271,
1272,
1275,
1275,
1276,
1278,
1278,
1278,
1278,
1278,
1279,
1281,
1283,
1285,
1287,
1287,
1287,
1290,
1292,
1292,
1293,
1295,
1295,
1295,
1295,
1295,
1295,
1296,
1298,
1300,
1302,
1302,
1302,
1303,
1308,
1308,
1308,
1311,
1313,
1313,
1313,
1313,
1313,
1313,
1313,
1313,
1313,
1313,
1313,
1314,
1314,
1315,
1318,
1318,
1319,
1321,
1321,
1322,
1322,
1323,
1326,
1326,
1327,
1330,
1330,
1330,
1331,
1334,
1334,
1335,
1335,
1336,
1339,
1339,
1339,
1340,
1340,
1341,
1346,
1346,
1347,
1347,
1349,
1349,
1350,
1353,
1353,
1353,
1354,
1357,
1357,
1357,
1358,
1358,
1359,
1359,
1360,
1363,
1366,
1366,
1367,
1370,
1370,
1371,
1373,
1373,
1373,
1374,
1374,
1375,
1378,
1378,
1378,
1379,
1379,
1380,
1383,
1387,
1387,
1388,
1388,
1389,
1392,
1392,
1393,
1395,
1397,
1397,
1398,
1398,
1398,
1399,
1399,
1400,
1404,
1404,
1405,
1405,
1406,
1406,
1407,
1412,
1412,
1413,
1415,
1417,
1417,
1418,
1420,
1420,
1420,
1421,
1421,
1422,
1425,
1427,
1427,
1428,
1428,
1429,
1432,
1432,
1432,
1433,
1433,
1434,
1434,
1435,
1438,
1440,
1441,
1441,
1445,
1445,
1446,
1448,
1448,
1448,
1449,
1449,
1450,
1453,
1453,
1454,
1454,
1455,
1458,
1461,
1461,
1462,
1464,
1464,
1464,
1465,
1465,
1465,
1466,
1469,
1472,
1472,
1472,
1473,
1473,
1473,
1476,
1479,
1481,
1481,
1482,
1482,
1482,
1483,
1483,
1484,
1489,
1489,
1490,
1492,
1492,
1492,
1493,
1493,
1494,
1497,
1499,
1501,
1501,
1502,
1504,
1504,
1504,
1504,
1504,
1504,
1504,
1505,
1507,
1509,
1511,
1513,
1516,
1517,
1517,
1518,
1521,
1521,
1521,
1521,
1521,
1522,
1522,
1523,
1526,
1526,
1526,
1526,
1526,
1527,
1527,
1527,
1529,
1529,
1530,
1533,
1533,
1534,
1537,
1537,
1537,
1539,
1539,
1540,
1540,
1540,
1541,
1543,
1546,
1546,
1546,
1546,
1546,
1547,
1549,
1549,
1549,
1550,
1550,
1551,
1554,
1556,
1557,
1557,
1560,
1562,
1565,
1566,
1566,
1566,
1567,
1567,
1568,
1571,
1573,
1575,
1575,
1576,
1578,
1578,
1578,
1579,
1579,
1580,
1583,
1585,
1586,
1586,
1586,
1586,
1591,
1591,
1592,
1594,
1594,
1594,
1595,
1595,
1596,
1599,
1602,
1602,
1603,
1605,
1605,
1605,
1605,
1606,
1606,
1607,
1610,
1612,
1613,
1615,
1617,
1617,
1618,
1620,
1620,
1621,
1624,
1624,
1625,
1627,
1627,
1627,
1628,
1628,
1629,
1632,
1634,
1634,
1635,
1635,
1636,
1639,
1640,
1640,
1641,
1641,
1642,
1646,
1646,
1646,
1647,
1647,
1647,
1648,
1650,
1654,
1654,
1655,
1655,
1656,
1659,
1661,
1661,
1662,
1664,
1664,
1664,
1665,
1667,
1667,
1667,
1667,
1669,
1670,
1670,
1670,
1671,
1673,
1679,
1679,
1680,
1682,
1682,
1682,
1683,
1683,
1684,
1684,
1685,
1688,
1690,
1693,
1693,
1694,
1696,
1696,
1696,
1697,
1697,
1698,
1698,
1699,
1702,
1704,
1707,
1708,
1708,
1708,
1708,
1708,
1708,
1709,
1711,
1713,
1715,
1717
],
[
1,
2,
11,
13,
14,
23,
57,
79,
139,
164,
1501,
1521,
1661,
1679,
1693,
1707,
3,
4,
5,
6,
7,
8,
9,
10,
12,
15,
19,
16,
18,
17,
20,
22,
21,
24,
29,
43,
25,
27,
28,
26,
30,
32,
31,
33,
40,
42,
34,
38,
35,
37,
36,
39,
41,
44,
46,
45,
47,
54,
56,
48,
52,
49,
51,
50,
53,
55,
58,
60,
59,
61,
65,
67,
62,
64,
63,
66,
68,
70,
73,
74,
78,
69,
71,
72,
75,
77,
76,
80,
85,
95,
112,
125,
81,
83,
84,
82,
86,
88,
87,
89,
93,
90,
92,
91,
94,
96,
102,
97,
99,
101,
98,
100,
103,
105,
107,
109,
111,
104,
106,
108,
110,
113,
119,
114,
116,
118,
115,
117,
120,
122,
124,
121,
123,
126,
134,
127,
129,
131,
133,
128,
130,
132,
135,
136,
137,
138,
140,
142,
141,
143,
144,
145,
146,
152,
158,
147,
151,
148,
150,
149,
153,
157,
154,
156,
155,
159,
163,
160,
162,
161,
165,
169,
174,
184,
200,
248,
369,
393,
403,
433,
449,
462,
517,
531,
1145,
1150,
1160,
1190,
1206,
1219,
1313,
166,
168,
167,
170,
172,
171,
173,
175,
177,
176,
178,
182,
179,
181,
180,
183,
185,
192,
186,
190,
191,
187,
189,
188,
193,
194,
198,
195,
197,
196,
199,
201,
208,
235,
243,
202,
206,
207,
203,
205,
204,
209,
214,
230,
210,
212,
213,
211,
215,
217,
216,
218,
222,
228,
219,
221,
220,
223,
225,
227,
224,
226,
229,
231,
233,
232,
234,
236,
237,
241,
242,
238,
240,
239,
244,
246,
245,
247,
249,
253,
269,
293,
303,
329,
335,
349,
364,
250,
252,
251,
254,
255,
261,
256,
260,
257,
259,
258,
262,
265,
263,
264,
266,
268,
267,
270,
272,
271,
273,
277,
279,
291,
274,
276,
275,
278,
280,
281,
288,
290,
282,
286,
283,
285,
284,
287,
289,
292,
294,
296,
295,
297,
301,
298,
300,
299,
302,
304,
306,
305,
307,
311,
319,
321,
308,
310,
309,
312,
313,
317,
314,
316,
315,
318,
320,
322,
323,
324,
325,
326,
328,
327,
330,
332,
333,
331,
334,
336,
338,
337,
339,
347,
340,
346,
341,
345,
342,
344,
343,
348,
350,
352,
351,
353,
357,
359,
362,
354,
356,
355,
358,
360,
361,
363,
365,
367,
366,
368,
370,
376,
371,
373,
375,
372,
374,
377,
381,
383,
385,
378,
380,
379,
382,
384,
386,
387,
388,
389,
390,
392,
391,
394,
396,
395,
397,
401,
398,
400,
399,
402,
404,
406,
405,
407,
411,
413,
408,
410,
409,
412,
414,
420,
426,
432,
415,
417,
419,
416,
418,
421,
423,
425,
422,
424,
427,
429,
431,
428,
430,
434,
436,
435,
437,
441,
443,
447,
438,
440,
439,
442,
444,
446,
445,
448,
450,
452,
451,
453,
457,
459,
454,
456,
455,
458,
460,
461,
463,
467,
487,
512,
464,
466,
465,
468,
470,
469,
471,
475,
483,
485,
472,
474,
473,
476,
477,
481,
478,
480,
479,
482,
484,
486,
488,
490,
489,
491,
495,
503,
505,
492,
494,
493,
496,
498,
499,
497,
500,
502,
501,
504,
506,
510,
507,
509,
508,
511,
513,
515,
514,
516,
518,
520,
519,
521,
523,
525,
527,
528,
530,
522,
524,
526,
529,
532,
546,
579,
610,
622,
643,
662,
676,
699,
994,
533,
537,
538,
534,
536,
535,
539,
545,
540,
544,
541,
543,
542,
547,
559,
548,
550,
552,
554,
556,
558,
549,
551,
553,
555,
557,
560,
564,
567,
572,
577,
561,
563,
562,
565,
566,
568,
569,
571,
570,
573,
574,
576,
575,
578,
580,
582,
581,
583,
584,
590,
591,
585,
589,
586,
588,
587,
592,
596,
605,
593,
595,
594,
597,
599,
604,
598,
600,
601,
603,
602,
606,
609,
607,
608,
611,
613,
612,
614,
618,
615,
617,
616,
619,
621,
620,
623,
625,
624,
626,
640,
642,
627,
631,
632,
628,
630,
629,
633,
639,
634,
638,
635,
637,
636,
641,
644,
646,
645,
647,
651,
660,
648,
650,
649,
652,
656,
653,
655,
654,
657,
659,
658,
661,
663,
665,
664,
666,
670,
672,
674,
667,
669,
668,
671,
673,
675,
677,
683,
678,
680,
682,
679,
681,
684,
686,
687,
685,
688,
692,
689,
691,
690,
693,
697,
694,
696,
695,
698,
700,
710,
730,
751,
770,
789,
818,
833,
848,
872,
924,
930,
945,
966,
701,
705,
706,
702,
704,
703,
707,
708,
709,
711,
713,
712,
714,
716,
718,
720,
725,
727,
728,
715,
717,
719,
721,
723,
722,
724,
726,
729,
731,
737,
732,
734,
736,
733,
735,
738,
740,
742,
749,
739,
741,
743,
747,
744,
746,
745,
748,
750,
752,
754,
753,
755,
756,
762,
763,
757,
761,
758,
760,
759,
764,
768,
765,
767,
766,
769,
771,
775,
772,
774,
773,
776,
778,
777,
779,
783,
785,
780,
782,
781,
784,
786,
787,
788,
790,
796,
791,
793,
795,
792,
794,
797,
813,
814,
798,
802,
799,
801,
800,
803,
805,
806,
804,
807,
811,
808,
810,
809,
812,
815,
817,
816,
819,
825,
820,
822,
824,
821,
823,
826,
828,
829,
827,
830,
832,
831,
834,
836,
835,
837,
839,
841,
843,
845,
847,
838,
840,
842,
844,
846,
849,
855,
850,
852,
854,
851,
853,
856,
870,
871,
857,
861,
858,
860,
859,
862,
866,
868,
863,
865,
864,
867,
869,
873,
874,
921,
875,
888,
876,
877,
881,
886,
878,
880,
879,
882,
883,
885,
884,
887,
889,
901,
890,
892,
894,
896,
898,
900,
891,
893,
895,
897,
899,
902,
906,
909,
914,
919,
903,
905,
904,
907,
908,
910,
911,
913,
912,
915,
916,
918,
917,
920,
922,
923,
925,
927,
926,
928,
929,
931,
933,
932,
934,
935,
936,
937,
943,
944,
938,
942,
939,
941,
940,
946,
948,
947,
949,
963,
965,
950,
954,
955,
951,
953,
952,
956,
962,
957,
961,
958,
960,
959,
964,
967,
969,
968,
970,
974,
990,
992,
971,
973,
972,
975,
979,
988,
976,
978,
977,
980,
984,
981,
983,
982,
985,
987,
986,
989,
991,
993,
995,
1005,
1020,
1053,
1067,
1095,
1114,
1137,
996,
1000,
1001,
997,
999,
998,
1002,
1003,
1004,
1006,
1008,
1007,
1009,
1011,
1013,
1015,
1017,
1019,
1010,
1012,
1014,
1016,
1018,
1021,
1033,
1022,
1024,
1026,
1028,
1030,
1032,
1023,
1025,
1027,
1029,
1031,
1034,
1038,
1041,
1046,
1051,
1035,
1037,
1036,
1039,
1040,
1042,
1043,
1045,
1044,
1047,
1048,
1050,
1049,
1052,
1054,
1056,
1055,
1057,
1064,
1066,
1058,
1062,
1059,
1061,
1060,
1063,
1065,
1068,
1080,
1069,
1071,
1073,
1075,
1077,
1079,
1070,
1072,
1074,
1076,
1078,
1081,
1085,
1088,
1093,
1082,
1084,
1083,
1086,
1087,
1089,
1090,
1092,
1091,
1094,
1096,
1098,
1097,
1099,
1103,
1100,
1102,
1101,
1104,
1106,
1113,
1105,
1107,
1108,
1111,
1112,
1109,
1110,
1115,
1120,
1116,
1118,
1119,
1117,
1121,
1123,
1122,
1124,
1126,
1128,
1130,
1132,
1134,
1135,
1125,
1127,
1129,
1131,
1133,
1136,
1138,
1140,
1139,
1141,
1143,
1142,
1144,
1146,
1148,
1147,
1149,
1151,
1153,
1152,
1154,
1158,
1155,
1157,
1156,
1159,
1161,
1163,
1162,
1164,
1168,
1170,
1165,
1167,
1166,
1169,
1171,
1177,
1183,
1189,
1172,
1174,
1176,
1173,
1175,
1178,
1180,
1182,
1179,
1181,
1184,
1186,
1188,
1185,
1187,
1191,
1193,
1192,
1194,
1198,
1200,
1204,
1195,
1197,
1196,
1199,
1201,
1203,
1202,
1205,
1207,
1209,
1208,
1210,
1214,
1216,
1211,
1213,
1212,
1215,
1217,
1218,
1220,
1222,
1229,
1243,
1263,
1292,
1221,
1223,
1225,
1224,
1226,
1228,
1227,
1230,
1232,
1231,
1233,
1241,
1242,
1234,
1238,
1239,
1235,
1237,
1236,
1240,
1244,
1246,
1245,
1247,
1249,
1251,
1252,
1256,
1258,
1248,
1250,
1253,
1254,
1255,
1257,
1259,
1260,
1261,
1262,
1264,
1275,
1265,
1266,
1271,
1267,
1269,
1270,
1268,
1272,
1274,
1273,
1276,
1278,
1277,
1279,
1281,
1283,
1285,
1287,
1280,
1282,
1284,
1286,
1288,
1289,
1290,
1291,
1293,
1295,
1294,
1296,
1298,
1300,
1302,
1307,
1308,
1297,
1299,
1301,
1303,
1305,
1306,
1304,
1309,
1310,
1311,
1312,
1314,
1318,
1330,
1346,
1370,
1387,
1397,
1417,
1445,
1461,
1481,
1315,
1317,
1316,
1319,
1321,
1320,
1322,
1326,
1323,
1325,
1324,
1327,
1329,
1328,
1331,
1333,
1334,
1332,
1335,
1339,
1336,
1338,
1337,
1340,
1344,
1345,
1341,
1343,
1342,
1347,
1353,
1348,
1349,
1350,
1352,
1351,
1354,
1356,
1357,
1355,
1358,
1365,
1366,
1359,
1363,
1360,
1362,
1361,
1364,
1367,
1369,
1368,
1371,
1373,
1372,
1374,
1378,
1386,
1375,
1377,
1376,
1379,
1383,
1385,
1380,
1382,
1381,
1384,
1388,
1392,
1389,
1391,
1390,
1393,
1395,
1394,
1396,
1398,
1412,
1399,
1403,
1404,
1400,
1402,
1401,
1405,
1411,
1406,
1410,
1407,
1409,
1408,
1413,
1415,
1414,
1416,
1418,
1420,
1419,
1421,
1425,
1427,
1422,
1424,
1423,
1426,
1428,
1432,
1429,
1431,
1430,
1433,
1440,
1444,
1434,
1438,
1435,
1437,
1436,
1439,
1441,
1442,
1443,
1446,
1448,
1447,
1449,
1453,
1460,
1450,
1452,
1451,
1454,
1458,
1455,
1457,
1456,
1459,
1462,
1464,
1463,
1465,
1471,
1472,
1466,
1468,
1469,
1467,
1470,
1473,
1478,
1479,
1474,
1475,
1476,
1477,
1480,
1482,
1489,
1483,
1487,
1488,
1484,
1486,
1485,
1490,
1492,
1491,
1493,
1497,
1499,
1494,
1496,
1495,
1498,
1500,
1502,
1504,
1503,
1505,
1507,
1509,
1511,
1513,
1515,
1516,
1506,
1508,
1510,
1512,
1514,
1517,
1518,
1520,
1519,
1522,
1526,
1617,
1624,
1646,
1523,
1525,
1524,
1527,
1537,
1575,
1591,
1602,
1528,
1529,
1533,
1530,
1532,
1531,
1534,
1536,
1535,
1538,
1539,
1565,
1540,
1546,
1541,
1543,
1545,
1542,
1544,
1547,
1549,
1560,
1562,
1564,
1548,
1550,
1554,
1556,
1551,
1553,
1552,
1555,
1557,
1558,
1559,
1561,
1563,
1566,
1567,
1571,
1573,
1568,
1570,
1569,
1572,
1574,
1576,
1578,
1577,
1579,
1583,
1585,
1580,
1582,
1581,
1584,
1586,
1587,
1588,
1589,
1590,
1592,
1594,
1593,
1595,
1599,
1601,
1596,
1598,
1597,
1600,
1603,
1605,
1604,
1606,
1610,
1612,
1615,
1607,
1609,
1608,
1611,
1613,
1614,
1616,
1618,
1620,
1619,
1621,
1623,
1622,
1625,
1627,
1626,
1628,
1632,
1634,
1629,
1631,
1630,
1633,
1635,
1639,
1636,
1638,
1637,
1640,
1641,
1645,
1642,
1644,
1643,
1647,
1653,
1654,
1648,
1650,
1652,
1649,
1651,
1655,
1659,
1656,
1658,
1657,
1660,
1662,
1664,
1663,
1665,
1667,
1678,
1666,
1668,
1669,
1676,
1677,
1670,
1671,
1673,
1675,
1672,
1674,
1680,
1682,
1681,
1683,
1690,
1692,
1684,
1688,
1685,
1687,
1686,
1689,
1691,
1694,
1696,
1695,
1697,
1704,
1706,
1698,
1702,
1699,
1701,
1700,
1703,
1705,
1708,
1709,
1711,
1713,
1715,
1717,
1719,
1710,
1712,
1714,
1716,
1718
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
5131
],
[
92,
8941
],
[
92,
10029
],
[
92,
4875
],
[
92,
2445
],
[
92,
10029
],
[
62,
10028
],
[
67,
160
],
[
30,
10028
],
[
79,
10029
],
[
37,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
5131
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
2215
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
2215
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
67,
159
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
5131
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
5131
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
5131
],
[
78,
10028
],
[
61,
3707
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3772
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
3707
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5755
],
[
78,
10028
],
[
24,
10028
],
[
79,
4016
],
[
79,
10029
],
[
79,
10029
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
130
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
130
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
130
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8309
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
8943
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
4973
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
8943
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
9265
],
[
40,
10028
],
[
20,
10028
],
[
61,
5131
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
8941
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
8,
8943
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
4973
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
8941
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7448
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8610
],
[
67,
129
],
[
95,
5596
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
95,
3415
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
6391
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8309
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6026
],
[
67,
129
],
[
95,
5901
],
[
11,
10028
],
[
67,
159
],
[
0,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
61,
6391
],
[
54,
10028
],
[
4,
10028
],
[
61,
6938
],
[
78,
10028
],
[
18,
10028
],
[
8,
1987
],
[
8,
4374
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4481
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
95,
5064
],
[
61,
6938
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
8941
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
243
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
95,
8309
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8309
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
95,
6026
],
[
67,
130
],
[
95,
5901
],
[
67,
160
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9769
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
20,
10028
],
[
61,
5835
],
[
54,
10028
],
[
38,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
2904
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
62,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
2904
],
[
40,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
65,
10028
],
[
8,
10029
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
3760
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
5131
],
[
61,
10029
],
[
54,
10028
],
[
95,
4213
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6057
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
9581
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
2157
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
67,
129
],
[
76,
10028
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
6898
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6898
],
[
78,
10028
],
[
41,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
1080
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6898
],
[
54,
10028
],
[
67,
160
],
[
4,
10028
],
[
61,
2918
],
[
78,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
61,
6898
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9769
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2918
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
4016
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2918
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
66,
10028
],
[
52,
10028
],
[
79,
3425
],
[
79,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
3760
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
4016
],
[
95,
8943
],
[
79,
9265
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
8691
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2918
],
[
54,
10028
],
[
60,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
7570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
218
],
[
35,
10029
],
[
93,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
7831
],
[
62,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
2315
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
5131
],
[
61,
10029
],
[
54,
10028
],
[
95,
4213
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6057
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
9581
],
[
73,
10028
],
[
61,
2315
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7294
],
[
78,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
67,
10029
],
[
60,
10028
],
[
67,
148
],
[
4,
10028
],
[
61,
7294
],
[
78,
10028
],
[
41,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
1080
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
7294
],
[
54,
10028
],
[
67,
160
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9769
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
61,
7294
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
44,
10028
],
[
52,
10028
],
[
79,
3425
],
[
79,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
5131
],
[
61,
10029
],
[
54,
10028
],
[
95,
4213
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6057
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
9581
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
3760
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
5131
],
[
61,
10029
],
[
54,
10028
],
[
95,
4213
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
9581
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
76,
10028
],
[
76,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
2445
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
2445
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3760
],
[
54,
10028
],
[
67,
197
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
3760
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
243
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
95,
8309
],
[
61,
10029
],
[
54,
10028
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5345
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
80,
10028
],
[
61,
4911
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
67,
159
],
[
83,
10028
],
[
67,
243
],
[
67,
159
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5345
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
20,
10028
],
[
61,
5131
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5345
],
[
54,
10028
],
[
4,
10028
],
[
61,
3218
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
3218
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
20,
10028
],
[
61,
4911
],
[
54,
10028
],
[
38,
10028
],
[
67,
129
],
[
62,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5345
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
32,
10028
],
[
67,
263
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
80,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
60,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
5896
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
130
],
[
67,
160
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
6057
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
8,
10029
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5835
],
[
54,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
5835
],
[
54,
10028
],
[
60,
10028
],
[
61,
8941
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
11,
10028
],
[
67,
160
],
[
80,
10028
],
[
61,
5835
],
[
54,
10028
],
[
60,
10028
],
[
61,
3218
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
8943
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
4973
],
[
4,
10028
],
[
61,
8941
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7723
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5131
],
[
54,
10028
],
[
61,
3707
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
3358
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
7416
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
3772
],
[
54,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7723
],
[
54,
10028
],
[
95,
2142
],
[
52,
10028
],
[
67,
215
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
73,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7416
],
[
54,
10028
],
[
95,
2142
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5835
],
[
54,
10028
],
[
95,
2142
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
243
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
141
],
[
4,
10028
],
[
61,
7723
],
[
78,
10028
],
[
18,
10028
],
[
8,
9769
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7723
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
9237
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
81,
10028
],
[
61,
5755
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7723
],
[
78,
10028
],
[
81,
10028
],
[
61,
7723
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
76,
10028
],
[
76,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
7723
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
7723
],
[
54,
10028
],
[
61,
5755
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
],
[
408
],
[
409
],
[
410
],
[
411
],
[
412
],
[
413
],
[
414
],
[
415
],
[
416
],
[
417
],
[
418
],
[
419
],
[
420
],
[
421
],
[
422
],
[
423
],
[
424
],
[
425
],
[
426
],
[
427
],
[
428
],
[
429
],
[
430
],
[
431
],
[
432
],
[
433
],
[
434
],
[
435
],
[
436
],
[
437
],
[
438
],
[
439
],
[
440
],
[
441
],
[
442
],
[
443
],
[
444
],
[
445
],
[
446
],
[
447
],
[
448
],
[
449
],
[
450
],
[
451
],
[
452
],
[
453
],
[
454
],
[
455
],
[
456
],
[
457
],
[
458
],
[
459
],
[
460
],
[
461
],
[
462
],
[
463
],
[
464
],
[
465
],
[
466
],
[
467
],
[
468
],
[
469
],
[
470
],
[
471
],
[
472
],
[
473
],
[
474
],
[
475
],
[
476
],
[
477
],
[
478
],
[
479
],
[
480
],
[
481
],
[
482
],
[
483
],
[
484
],
[
485
],
[
486
],
[
487
],
[
488
],
[
489
],
[
490
],
[
491
],
[
492
],
[
493
],
[
494
],
[
495
],
[
496
],
[
497
],
[
498
],
[
499
],
[
500
],
[
501
],
[
502
],
[
503
],
[
504
],
[
505
],
[
506
],
[
507
],
[
508
],
[
509
],
[
510
],
[
511
],
[
512
],
[
513
],
[
514
],
[
515
],
[
516
],
[
517
],
[
518
],
[
519
],
[
520
],
[
521
],
[
522
],
[
523
],
[
524
],
[
525
],
[
526
],
[
527
],
[
528
],
[
529
],
[
530
],
[
531
],
[
532
],
[
533
],
[
534
],
[
535
],
[
536
],
[
537
],
[
538
],
[
539
],
[
540
],
[
541
],
[
542
],
[
543
],
[
544
],
[
545
],
[
546
],
[
547
],
[
548
],
[
549
],
[
550
],
[
551
],
[
552
],
[
553
],
[
554
],
[
555
],
[
556
],
[
557
],
[
558
],
[
559
],
[
560
],
[
561
],
[
562
],
[
563
],
[
564
],
[
565
],
[
566
],
[
567
],
[
568
],
[
569
],
[
570
],
[
571
],
[
572
],
[
573
],
[
574
],
[
575
],
[
576
],
[
577
],
[
578
],
[
579
],
[
580
],
[
581
],
[
582
],
[
583
],
[
584
],
[
585
],
[
586
],
[
587
],
[
588
],
[
589
],
[
590
],
[
591
],
[
592
],
[
593
],
[
594
],
[
595
],
[
596
],
[
597
],
[
598
],
[
599
],
[
600
],
[
601
],
[
602
],
[
603
],
[
604
],
[
605
],
[
606
],
[
607
],
[
608
],
[
609
],
[
610
],
[
611
],
[
612
],
[
613
],
[
614
],
[
615
],
[
616
],
[
617
],
[
618
],
[
619
],
[
620
],
[
621
],
[
622
],
[
623
],
[
624
],
[
625
],
[
626
],
[
627
],
[
628
],
[
629
],
[
630
],
[
631
],
[
632
],
[
633
],
[
634
],
[
635
],
[
636
],
[
637
],
[
638
],
[
639
],
[
640
],
[
641
],
[
642
],
[
643
],
[
644
],
[
645
],
[
646
],
[
647
],
[
648
],
[
649
],
[
650
],
[
651
],
[
652
],
[
653
],
[
654
],
[
655
],
[
656
],
[
657
],
[
658
],
[
659
],
[
660
],
[
661
],
[
662
],
[
663
],
[
664
],
[
665
],
[
666
],
[
667
],
[
668
],
[
669
],
[
670
],
[
671
],
[
672
],
[
673
],
[
674
],
[
675
],
[
676
],
[
677
],
[
678
],
[
679
],
[
680
],
[
681
],
[
682
],
[
683
],
[
684
],
[
685
],
[
686
],
[
687
],
[
688
],
[
689
],
[
690
],
[
691
],
[
692
],
[
693
],
[
694
],
[
695
],
[
696
],
[
697
],
[
698
],
[
699
],
[
700
],
[
701
],
[
702
],
[
703
],
[
704
],
[
705
],
[
706
],
[
707
],
[
708
],
[
709
],
[
710
],
[
711
],
[
712
],
[
713
],
[
714
],
[
715
],
[
716
],
[
717
],
[
718
],
[
719
],
[
720
],
[
721
],
[
722
],
[
723
],
[
724
],
[
725
],
[
726
],
[
727
],
[
728
],
[
729
],
[
730
],
[
731
],
[
732
],
[
733
],
[
734
],
[
735
],
[
736
],
[
737
],
[
738
],
[
739
],
[
740
],
[
741
],
[
742
],
[
743
],
[
744
],
[
745
],
[
746
],
[
747
],
[
748
],
[
749
],
[
750
],
[
751
],
[
752
],
[
753
],
[
754
],
[
755
],
[
756
],
[
757
],
[
758
],
[
759
],
[
760
],
[
761
],
[
762
],
[
763
],
[
764
],
[
765
],
[
766
],
[
767
],
[
768
],
[
769
],
[
770
],
[
771
],
[
772
],
[
773
],
[
774
],
[
775
],
[
776
],
[
777
],
[
778
],
[
779
],
[
780
],
[
781
],
[
782
],
[
783
],
[
784
],
[
785
],
[
786
],
[
787
],
[
788
],
[
789
],
[
790
],
[
791
],
[
792
],
[
793
],
[
794
],
[
795
],
[
796
],
[
797
],
[
798
],
[
799
],
[
800
],
[
801
],
[
802
],
[
803
],
[
804
],
[
805
],
[
806
],
[
807
],
[
808
],
[
809
],
[
810
],
[
811
],
[
812
],
[
813
],
[
814
],
[
815
],
[
816
],
[
817
],
[
818
],
[
819
],
[
820
],
[
821
],
[
822
],
[
823
],
[
824
],
[
825
],
[
826
],
[
827
],
[
828
],
[
829
],
[
830
],
[
831
],
[
832
],
[
833
],
[
834
],
[
835
],
[
836
],
[
837
],
[
838
],
[
839
],
[
840
],
[
841
],
[
842
],
[
843
],
[
844
],
[
845
],
[
846
],
[
847
],
[
848
],
[
849
],
[
850
],
[
851
],
[
852
],
[
853
],
[
854
],
[
855
],
[
856
],
[
857
],
[
858
],
[
859
],
[
860
],
[
861
],
[
862
],
[
863
],
[
864
],
[
865
],
[
866
],
[
867
],
[
868
],
[
869
],
[
870
],
[
871
],
[
872
],
[
873
],
[
874
],
[
875
],
[
876
],
[
877
],
[
878
],
[
879
],
[
880
],
[
881
],
[
882
],
[
883
],
[
884
],
[
885
],
[
886
],
[
887
],
[
888
],
[
889
],
[
890
],
[
891
],
[
892
],
[
893
],
[
894
],
[
895
],
[
896
],
[
897
],
[
898
],
[
899
],
[
900
],
[
901
],
[
902
],
[
903
],
[
904
],
[
905
],
[
906
],
[
907
],
[
908
],
[
909
],
[
910
],
[
911
],
[
912
],
[
913
],
[
914
],
[
915
],
[
916
],
[
917
],
[
918
],
[
919
],
[
920
],
[
921
],
[
922
],
[
923
],
[
924
],
[
925
],
[
926
],
[
927
],
[
928
],
[
929
],
[
930
],
[
931
],
[
932
],
[
933
],
[
934
],
[
935
],
[
936
],
[
937
],
[
938
],
[
939
],
[
940
],
[
941
],
[
942
],
[
943
],
[
944
],
[
945
],
[
946
],
[
947
],
[
948
],
[
949
],
[
950
],
[
951
],
[
952
],
[
953
],
[
954
],
[
955
],
[
956
],
[
957
],
[
958
],
[
959
],
[
960
],
[
961
],
[
962
],
[
963
],
[
964
],
[
965
],
[
966
],
[
967
],
[
968
],
[
969
],
[
970
],
[
971
],
[
972
],
[
973
],
[
974
],
[
975
],
[
976
],
[
977
],
[
978
],
[
979
],
[
980
],
[
981
],
[
982
],
[
983
],
[
984
],
[
985
],
[
986
],
[
987
],
[
988
],
[
989
],
[
990
],
[
991
],
[
992
],
[
993
],
[
994
],
[
995
],
[
996
],
[
997
],
[
998
],
[
999
],
[
1000
],
[
1001
],
[
1002
],
[
1003
],
[
1004
],
[
1005
],
[
1006
],
[
1007
],
[
1008
],
[
1009
],
[
1010
],
[
1011
],
[
1012
],
[
1013
],
[
1014
],
[
1015
],
[
1016
],
[
1017
],
[
1018
],
[
1019
],
[
1020
],
[
1021
],
[
1022
],
[
1023
],
[
1024
],
[
1025
],
[
1026
],
[
1027
],
[
1028
],
[
1029
],
[
1030
],
[
1031
],
[
1032
],
[
1033
],
[
1034
],
[
1035
],
[
1036
],
[
1037
],
[
1038
],
[
1039
],
[
1040
],
[
1041
],
[
1042
],
[
1043
],
[
1044
],
[
1045
],
[
1046
],
[
1047
],
[
1048
],
[
1049
],
[
1050
],
[
1051
],
[
1052
],
[
1053
],
[
1054
],
[
1055
],
[
1056
],
[
1057
],
[
1058
],
[
1059
],
[
1060
],
[
1061
],
[
1062
],
[
1063
],
[
1064
],
[
1065
],
[
1066
],
[
1067
],
[
1068
],
[
1069
],
[
1070
],
[
1071
],
[
1072
],
[
1073
],
[
1074
],
[
1075
],
[
1076
],
[
1077
],
[
1078
],
[
1079
],
[
1080
],
[
1081
],
[
1082
],
[
1083
],
[
1084
],
[
1085
],
[
1086
],
[
1087
],
[
1088
],
[
1089
],
[
1090
],
[
1091
],
[
1092
],
[
1093
],
[
1094
],
[
1095
],
[
1096
],
[
1097
],
[
1098
],
[
1099
],
[
1100
],
[
1101
],
[
1102
],
[
1103
],
[
1104
],
[
1105
],
[
1106
],
[
1107
],
[
1108
],
[
1109
],
[
1110
],
[
1111
],
[
1112
],
[
1113
],
[
1114
],
[
1115
],
[
1116
],
[
1117
],
[
1118
],
[
1119
],
[
1120
],
[
1121
],
[
1122
],
[
1123
],
[
1124
],
[
1125
],
[
1126
],
[
1127
],
[
1128
],
[
1129
],
[
1130
],
[
1131
],
[
1132
],
[
1133
],
[
1134
],
[
1135
],
[
1136
],
[
1137
],
[
1138
],
[
1139
],
[
1140
],
[
1141
],
[
1142
],
[
1143
],
[
1144
],
[
1145
],
[
1146
],
[
1147
],
[
1148
],
[
1149
],
[
1150
],
[
1151
],
[
1152
],
[
1153
],
[
1154
],
[
1155
],
[
1156
],
[
1157
],
[
1158
],
[
1159
],
[
1160
],
[
1161
],
[
1162
],
[
1163
],
[
1164
],
[
1165
],
[
1166
],
[
1167
],
[
1168
],
[
1169
],
[
1170
],
[
1171
],
[
1172
],
[
1173
],
[
1174
],
[
1175
],
[
1176
],
[
1177
],
[
1178
],
[
1179
],
[
1180
],
[
1181
],
[
1182
],
[
1183
],
[
1184
],
[
1185
],
[
1186
],
[
1187
],
[
1188
],
[
1189
],
[
1190
],
[
1191
],
[
1192
],
[
1193
],
[
1194
],
[
1195
],
[
1196
],
[
1197
],
[
1198
],
[
1199
],
[
1200
],
[
1201
],
[
1202
],
[
1203
],
[
1204
],
[
1205
],
[
1206
],
[
1207
],
[
1208
],
[
1209
],
[
1210
],
[
1211
],
[
1212
],
[
1213
],
[
1214
],
[
1215
],
[
1216
],
[
1217
],
[
1218
],
[
1219
],
[
1220
],
[
1221
],
[
1222
],
[
1223
],
[
1224
],
[
1225
],
[
1226
],
[
1227
],
[
1228
],
[
1229
],
[
1230
],
[
1231
],
[
1232
],
[
1233
],
[
1234
],
[
1235
],
[
1236
],
[
1237
],
[
1238
],
[
1239
],
[
1240
],
[
1241
],
[
1242
],
[
1243
],
[
1244
],
[
1245
],
[
1246
],
[
1247
],
[
1248
],
[
1249
],
[
1250
],
[
1251
],
[
1252
],
[
1253
],
[
1254
],
[
1255
],
[
1256
],
[
1257
],
[
1258
],
[
1259
],
[
1260
],
[
1261
],
[
1262
],
[
1263
],
[
1264
],
[
1265
],
[
1266
],
[
1267
],
[
1268
],
[
1269
],
[
1270
],
[
1271
],
[
1272
],
[
1273
],
[
1274
],
[
1275
],
[
1276
],
[
1277
],
[
1278
],
[
1279
],
[
1280
],
[
1281
],
[
1282
],
[
1283
],
[
1284
],
[
1285
],
[
1286
],
[
1287
],
[
1288
],
[
1289
],
[
1290
],
[
1291
],
[
1292
],
[
1293
],
[
1294
],
[
1295
],
[
1296
],
[
1297
],
[
1298
],
[
1299
],
[
1300
],
[
1301
],
[
1302
],
[
1303
],
[
1304
],
[
1305
],
[
1306
],
[
1307
],
[
1308
],
[
1309
],
[
1310
],
[
1311
],
[
1312
],
[
1313
],
[
1314
],
[
1315
],
[
1316
],
[
1317
],
[
1318
],
[
1319
],
[
1320
],
[
1321
],
[
1322
],
[
1323
],
[
1324
],
[
1325
],
[
1326
],
[
1327
],
[
1328
],
[
1329
],
[
1330
],
[
1331
],
[
1332
],
[
1333
],
[
1334
],
[
1335
],
[
1336
],
[
1337
],
[
1338
],
[
1339
],
[
1340
],
[
1341
],
[
1342
],
[
1343
],
[
1344
],
[
1345
],
[
1346
],
[
1347
],
[
1348
],
[
1349
],
[
1350
],
[
1351
],
[
1352
],
[
1353
],
[
1354
],
[
1355
],
[
1356
],
[
1357
],
[
1358
],
[
1359
],
[
1360
],
[
1361
],
[
1362
],
[
1363
],
[
1364
],
[
1365
],
[
1366
],
[
1367
],
[
1368
],
[
1369
],
[
1370
],
[
1371
],
[
1372
],
[
1373
],
[
1374
],
[
1375
],
[
1376
],
[
1377
],
[
1378
],
[
1379
],
[
1380
],
[
1381
],
[
1382
],
[
1383
],
[
1384
],
[
1385
],
[
1386
],
[
1387
],
[
1388
],
[
1389
],
[
1390
],
[
1391
],
[
1392
],
[
1393
],
[
1394
],
[
1395
],
[
1396
],
[
1397
],
[
1398
],
[
1399
],
[
1400
],
[
1401
],
[
1402
],
[
1403
],
[
1404
],
[
1405
],
[
1406
],
[
1407
],
[
1408
],
[
1409
],
[
1410
],
[
1411
],
[
1412
],
[
1413
],
[
1414
],
[
1415
],
[
1416
],
[
1417
],
[
1418
],
[
1419
],
[
1420
],
[
1421
],
[
1422
],
[
1423
],
[
1424
],
[
1425
],
[
1426
],
[
1427
],
[
1428
],
[
1429
],
[
1430
],
[
1431
],
[
1432
],
[
1433
],
[
1434
],
[
1435
],
[
1436
],
[
1437
],
[
1438
],
[
1439
],
[
1440
],
[
1441
],
[
1442
],
[
1443
],
[
1444
],
[
1445
],
[
1446
],
[
1447
],
[
1448
],
[
1449
],
[
1450
],
[
1451
],
[
1452
],
[
1453
],
[
1454
],
[
1455
],
[
1456
],
[
1457
],
[
1458
],
[
1459
],
[
1460
],
[
1461
],
[
1462
],
[
1463
],
[
1464
],
[
1465
],
[
1466
],
[
1467
],
[
1468
],
[
1469
],
[
1470
],
[
1471
],
[
1472
],
[
1473
],
[
1474
],
[
1475
],
[
1476
],
[
1477
],
[
1478
],
[
1479
],
[
1480
],
[
1481
],
[
1482
],
[
1483
],
[
1484
],
[
1485
],
[
1486
],
[
1487
],
[
1488
],
[
1489
],
[
1490
],
[
1491
],
[
1492
],
[
1493
],
[
1494
],
[
1495
],
[
1496
],
[
1497
],
[
1498
],
[
1499
],
[
1500
],
[
1501
],
[
1502
],
[
1503
],
[
1504
],
[
1505
],
[
1506
],
[
1507
],
[
1508
],
[
1509
],
[
1510
],
[
1511
],
[
1512
],
[
1513
],
[
1514
],
[
1515
],
[
1516
],
[
1517
],
[
1518
],
[
1519
],
[
1520
],
[
1521
],
[
1522
],
[
1523
],
[
1524
],
[
1525
],
[
1526
],
[
1527
],
[
1528
],
[
1529
],
[
1530
],
[
1531
],
[
1532
],
[
1533
],
[
1534
],
[
1535
],
[
1536
],
[
1537
],
[
1538
],
[
1539
],
[
1540
],
[
1541
],
[
1542
],
[
1543
],
[
1544
],
[
1545
],
[
1546
],
[
1547
],
[
1548
],
[
1549
],
[
1550
],
[
1551
],
[
1552
],
[
1553
],
[
1554
],
[
1555
],
[
1556
],
[
1557
],
[
1558
],
[
1559
],
[
1560
],
[
1561
],
[
1562
],
[
1563
],
[
1564
],
[
1565
],
[
1566
],
[
1567
],
[
1568
],
[
1569
],
[
1570
],
[
1571
],
[
1572
],
[
1573
],
[
1574
],
[
1575
],
[
1576
],
[
1577
],
[
1578
],
[
1579
],
[
1580
],
[
1581
],
[
1582
],
[
1583
],
[
1584
],
[
1585
],
[
1586
],
[
1587
],
[
1588
],
[
1589
],
[
1590
],
[
1591
],
[
1592
],
[
1593
],
[
1594
],
[
1595
],
[
1596
],
[
1597
],
[
1598
],
[
1599
],
[
1600
],
[
1601
],
[
1602
],
[
1603
],
[
1604
],
[
1605
],
[
1606
],
[
1607
],
[
1608
],
[
1609
],
[
1610
],
[
1611
],
[
1612
],
[
1613
],
[
1614
],
[
1615
],
[
1616
],
[
1617
],
[
1618
],
[
1619
],
[
1620
],
[
1621
],
[
1622
],
[
1623
],
[
1624
],
[
1625
],
[
1626
],
[
1627
],
[
1628
],
[
1629
],
[
1630
],
[
1631
],
[
1632
],
[
1633
],
[
1634
],
[
1635
],
[
1636
],
[
1637
],
[
1638
],
[
1639
],
[
1640
],
[
1641
],
[
1642
],
[
1643
],
[
1644
],
[
1645
],
[
1646
],
[
1647
],
[
1648
],
[
1649
],
[
1650
],
[
1651
],
[
1652
],
[
1653
],
[
1654
],
[
1655
],
[
1656
],
[
1657
],
[
1658
],
[
1659
],
[
1660
],
[
1661
],
[
1662
],
[
1663
],
[
1664
],
[
1665
],
[
1666
],
[
1667
],
[
1668
],
[
1669
],
[
1670
],
[
1671
],
[
1672
],
[
1673
],
[
1674
],
[
1675
],
[
1676
],
[
1677
],
[
1678
],
[
1679
],
[
1680
],
[
1681
],
[
1682
],
[
1683
],
[
1684
],
[
1685
],
[
1686
],
[
1687
],
[
1688
],
[
1689
],
[
1690
],
[
1691
],
[
1692
],
[
1693
],
[
1694
],
[
1695
],
[
1696
],
[
1697
],
[
1698
],
[
1699
],
[
1700
],
[
1701
],
[
1702
],
[
1703
],
[
1704
],
[
1705
],
[
1706
],
[
1707
],
[
1708
],
[
1709
],
[
1710
],
[
1711
],
[
1712
],
[
1713
],
[
1714
],
[
1715
],
[
1716
],
[
1717
],
[
1718
],
[
1719
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
10
],
[
11
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
10
],
[
9
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
8
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
9
],
[
9
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
7
],
[
7
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
8
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
9
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
9
],
[
10
],
[
11
],
[
9
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
10
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
10
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
5
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"ae",
"transformer",
"internal"
]
] | 1,720
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
1720
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"inputs"
],
[
"arg",
"targets"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"cache"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Global",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Store",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"encode"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"extra"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"task"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"image"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"task"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"translate"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"task"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"image"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"range"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"start"
],
[
"Num",
"0"
],
[
"keyword",
"limit"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"delta"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"noise"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"shape"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"minval"
],
[
"Num",
"0"
],
[
"keyword",
"maxval"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"noise"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"permutation"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"argsort"
],
[
"Attribute",
"framework"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"gather"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"indices"
],
[
"Name",
"permutation"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"shape"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"minval"
],
[
"Num",
"0.0"
],
[
"keyword",
"maxval"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"where"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"compress"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"compress"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NotEq",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"inputs"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"filter_size"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"mode"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"vc"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"b0"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"pc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"pc"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"TRAIN"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pc"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cond"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"where"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cond"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"extra"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cond"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NotIn",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"dense"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"extra"
],
[
"keyword",
"task"
],
[
"Str",
"translate"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stop_gradient"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cond"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_mean"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"20"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"reuse"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"bn"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"inputs"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"filter_size"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"mode"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"vc"
],
[
"Return",
"__NONE__"
],
[
"Name",
"bn"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"ptc"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"0.5"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"ptc"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"TRAIN"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ptc"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"where"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ptc"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"dense"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"inputs"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"filter_size"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"mode"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"vc"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"inputs"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"filter_size"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"vc"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Load",
"__NONE__"
],
[
"Num",
"16"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"embed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"j"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"d"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"0"
],
[
"NameConstant",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FloorDiv",
"__NONE__"
],
[
"Num",
"4"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"maximum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Num",
"1.0"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"mode"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"d"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"task"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"image"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"res"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"inputs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ed"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decoder"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"r"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"encode"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"List",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"r"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"res"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"where"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"train"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"res"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"res"
],
[
"Load",
"__NONE__"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
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,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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,
5,
5,
6,
8,
9,
9,
10,
13,
13,
14,
14,
15,
19,
19,
20,
20,
21,
25,
25,
26,
26,
27,
31,
31,
32,
32,
33,
37,
37,
38,
38,
39,
43,
43,
44,
44,
45,
49,
50,
50,
50,
51,
51,
52,
56,
56,
56,
60,
60,
61,
61,
62,
66,
66,
67,
67,
68,
72,
72,
73,
73,
74,
78,
78,
79,
79,
80,
84,
84,
85,
85,
86,
90,
91,
91,
91,
92,
92,
93,
98,
99,
99,
99,
100,
100,
101,
106,
107,
107,
107,
108,
108,
109,
114,
115,
115,
115,
116,
116,
117,
122,
123,
123,
123,
124,
124,
125,
130,
131,
131,
131,
132,
132,
133,
138,
139,
139,
139,
140,
140,
141,
146,
147,
147,
147,
148,
148,
149,
154,
155,
155,
155,
156,
156,
157,
162,
163,
163,
163,
164,
164,
165,
170,
171,
171,
171,
172,
172,
173,
178,
179,
179,
179,
180,
180,
181,
186,
187,
187,
187,
188,
188,
189,
194,
195,
195,
195,
196,
196,
197,
202,
203,
203,
203,
204,
204,
205,
210,
211,
211,
211,
212,
212,
213,
218,
219,
219,
219,
220,
220,
221,
226,
227,
227,
227,
228,
228,
229,
234,
235,
235,
235,
236,
236,
237,
242,
243,
243,
243,
244,
244,
245,
250,
251,
251,
251,
252,
252,
253,
258,
259,
259,
259,
260,
260,
261,
266,
267,
267,
267,
268,
268,
269,
273,
273,
273,
277,
278,
278,
278,
279,
279,
280,
285,
286,
286,
286,
287,
287,
288,
293,
294,
294,
294,
295,
295,
296,
301,
302,
302,
302,
303,
303,
304,
309,
310,
310,
310,
311,
311,
312,
317,
318,
318,
318,
319,
319,
320,
325,
326,
326,
326,
327,
327,
328,
333,
334,
334,
334,
335,
335,
336,
341,
342,
342,
342,
343,
343,
344,
349,
350,
350,
350,
351,
351,
352,
357,
358,
358,
358,
359,
359,
360,
365,
366,
366,
366,
367,
367,
368,
373,
374,
374,
374,
375,
375,
376,
381,
382,
382,
382,
383,
383,
384,
389,
390,
390,
390,
391,
391,
392,
397,
398,
398,
398,
399,
399,
400,
405,
406,
406,
406,
407,
407,
408,
413,
414,
414,
414,
415,
415,
416,
421,
422,
422,
422,
423,
423,
424,
429,
430,
430,
430,
431,
431,
432,
437,
438,
438,
438,
439,
439,
440,
445,
446,
446,
446,
447,
447,
448,
453,
454,
454,
454,
455,
455,
456,
461,
462,
462,
462,
463,
463,
464,
469,
470,
470,
470,
471,
471,
472,
477,
477,
478,
478,
479,
483,
484,
484,
484,
485,
485,
486,
491,
492
],
[
1,
2,
3,
5,
13,
19,
25,
31,
37,
43,
49,
60,
66,
72,
78,
84,
90,
98,
106,
114,
122,
130,
138,
146,
154,
162,
170,
178,
186,
194,
202,
210,
218,
226,
234,
242,
250,
258,
266,
277,
285,
293,
301,
309,
317,
325,
333,
341,
349,
357,
365,
373,
381,
389,
397,
405,
413,
421,
429,
437,
445,
453,
461,
469,
477,
483,
491,
4,
6,
8,
7,
9,
10,
12,
11,
14,
18,
15,
17,
16,
20,
24,
21,
23,
22,
26,
30,
27,
29,
28,
32,
36,
33,
35,
34,
38,
42,
39,
41,
40,
44,
48,
45,
47,
46,
50,
51,
55,
56,
52,
54,
53,
57,
58,
59,
61,
65,
62,
64,
63,
67,
71,
68,
70,
69,
73,
77,
74,
76,
75,
79,
83,
80,
82,
81,
85,
89,
86,
88,
87,
91,
92,
96,
97,
93,
95,
94,
99,
100,
104,
105,
101,
103,
102,
107,
108,
112,
113,
109,
111,
110,
115,
116,
120,
121,
117,
119,
118,
123,
124,
128,
129,
125,
127,
126,
131,
132,
136,
137,
133,
135,
134,
139,
140,
144,
145,
141,
143,
142,
147,
148,
152,
153,
149,
151,
150,
155,
156,
160,
161,
157,
159,
158,
163,
164,
168,
169,
165,
167,
166,
171,
172,
176,
177,
173,
175,
174,
179,
180,
184,
185,
181,
183,
182,
187,
188,
192,
193,
189,
191,
190,
195,
196,
200,
201,
197,
199,
198,
203,
204,
208,
209,
205,
207,
206,
211,
212,
216,
217,
213,
215,
214,
219,
220,
224,
225,
221,
223,
222,
227,
228,
232,
233,
229,
231,
230,
235,
236,
240,
241,
237,
239,
238,
243,
244,
248,
249,
245,
247,
246,
251,
252,
256,
257,
253,
255,
254,
259,
260,
264,
265,
261,
263,
262,
267,
268,
272,
273,
269,
271,
270,
274,
275,
276,
278,
279,
283,
284,
280,
282,
281,
286,
287,
291,
292,
288,
290,
289,
294,
295,
299,
300,
296,
298,
297,
302,
303,
307,
308,
304,
306,
305,
310,
311,
315,
316,
312,
314,
313,
318,
319,
323,
324,
320,
322,
321,
326,
327,
331,
332,
328,
330,
329,
334,
335,
339,
340,
336,
338,
337,
342,
343,
347,
348,
344,
346,
345,
350,
351,
355,
356,
352,
354,
353,
358,
359,
363,
364,
360,
362,
361,
366,
367,
371,
372,
368,
370,
369,
374,
375,
379,
380,
376,
378,
377,
382,
383,
387,
388,
384,
386,
385,
390,
391,
395,
396,
392,
394,
393,
398,
399,
403,
404,
400,
402,
401,
406,
407,
411,
412,
408,
410,
409,
414,
415,
419,
420,
416,
418,
417,
422,
423,
427,
428,
424,
426,
425,
430,
431,
435,
436,
432,
434,
433,
438,
439,
443,
444,
440,
442,
441,
446,
447,
451,
452,
448,
450,
449,
454,
455,
459,
460,
456,
458,
457,
462,
463,
467,
468,
464,
466,
465,
470,
471,
475,
476,
472,
474,
473,
478,
482,
479,
481,
480,
484,
485,
489,
490,
486,
488,
487,
492,
493
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
11,
10028
],
[
67,
225
],
[
60,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
211
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
154
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
193
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
148
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
148
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
130
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
6447
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
148
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
8421
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
141
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
11,
10028
],
[
67,
181
],
[
60,
10028
],
[
67,
300
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
300
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
243
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
173
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
141
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
2241
],
[
67,
144
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
3852
],
[
67,
207
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
3347
],
[
67,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
6472
],
[
67,
167
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
160
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
130
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
160
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
8943
],
[
79,
9265
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
],
[
392
],
[
393
],
[
394
],
[
395
],
[
396
],
[
397
],
[
398
],
[
399
],
[
400
],
[
401
],
[
402
],
[
403
],
[
404
],
[
405
],
[
406
],
[
407
],
[
408
],
[
409
],
[
410
],
[
411
],
[
412
],
[
413
],
[
414
],
[
415
],
[
416
],
[
417
],
[
418
],
[
419
],
[
420
],
[
421
],
[
422
],
[
423
],
[
424
],
[
425
],
[
426
],
[
427
],
[
428
],
[
429
],
[
430
],
[
431
],
[
432
],
[
433
],
[
434
],
[
435
],
[
436
],
[
437
],
[
438
],
[
439
],
[
440
],
[
441
],
[
442
],
[
443
],
[
444
],
[
445
],
[
446
],
[
447
],
[
448
],
[
449
],
[
450
],
[
451
],
[
452
],
[
453
],
[
454
],
[
455
],
[
456
],
[
457
],
[
458
],
[
459
],
[
460
],
[
461
],
[
462
],
[
463
],
[
464
],
[
465
],
[
466
],
[
467
],
[
468
],
[
469
],
[
470
],
[
471
],
[
472
],
[
473
],
[
474
],
[
475
],
[
476
],
[
477
],
[
478
],
[
479
],
[
480
],
[
481
],
[
482
],
[
483
],
[
484
],
[
485
],
[
486
],
[
487
],
[
488
],
[
489
],
[
490
],
[
491
],
[
492
],
[
493
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"ae",
"small"
]
] | 494
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
494
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1e-09"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.9"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"14"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.5"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.5"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"num_blocks"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.5"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"slice"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"64"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"64"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"3"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"10000"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"beta"
],
[
"Num",
"0.25"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"epsilon"
],
[
"Num",
"1e-05"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"decay"
],
[
"Num",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"num_samples"
],
[
"Num",
"10"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"task"
],
[
"Str",
"translate"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
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,
1,
1,
1,
1,
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,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
41,
42,
42,
43,
47,
47,
48,
48,
49,
53,
53,
54,
54,
55,
59,
59,
60,
60,
61,
65,
65,
66,
66,
67,
71,
71,
72,
72,
73,
77,
77,
78,
78,
79,
83,
83,
84,
84,
85,
89,
89,
90,
90,
91,
95,
95,
96,
96,
97,
101,
101,
102,
102,
103,
107,
107,
108,
108,
109,
113,
113,
114,
114,
115,
119,
119,
120,
120,
121,
125,
125,
126,
126,
127,
131,
131,
132,
132,
133,
137,
137,
138,
138,
139,
143,
143,
144,
144,
145,
149,
149,
150,
150,
151,
155,
155,
156,
156,
157,
161,
161,
162,
162,
163,
167,
167,
168,
168,
169,
173,
173,
174,
174,
175,
179,
179,
180,
180,
181,
185,
185,
186,
186,
187,
191,
191,
192,
192,
193,
197,
197,
198,
198,
199,
203,
204,
204,
204,
205,
205,
206,
211,
212,
212,
212,
213,
213,
214,
218,
218,
218,
218,
218,
218,
218,
218,
218,
218,
218,
218,
218,
232,
233,
233,
233,
234,
234,
235,
240,
241,
241,
241,
242,
242,
243,
248,
249,
249,
249,
250,
250,
251,
256,
257,
257,
257,
258,
258,
259,
264,
265,
265,
265,
266,
266,
267,
272,
273,
273,
273,
274,
274,
275,
280,
280,
281,
281,
282,
286,
286,
287,
287,
288,
292,
293,
293,
293,
294,
294,
295,
299,
299,
300,
300,
301,
305,
306,
306,
306,
307,
307,
308,
313,
314,
314,
314,
315,
315,
316,
321,
322,
322,
322,
323,
323,
324,
329,
330,
330,
330,
331,
331,
332,
337,
338,
338,
338,
339,
339,
340,
345,
345,
346,
346,
346,
347,
347,
348,
351,
354,
354,
355,
358,
358,
359,
359,
359,
360,
360,
361,
364,
367,
367,
368,
371,
371,
372,
372,
373,
377,
377,
378,
378,
379,
383,
383,
384,
384,
385,
389,
390
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
71,
77,
83,
89,
95,
101,
107,
113,
119,
125,
131,
137,
143,
149,
155,
161,
167,
173,
179,
185,
191,
197,
203,
211,
232,
240,
248,
256,
264,
272,
280,
286,
292,
305,
313,
321,
329,
337,
345,
358,
371,
377,
383,
389,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
46,
43,
45,
44,
48,
52,
49,
51,
50,
54,
58,
55,
57,
56,
60,
64,
61,
63,
62,
66,
70,
67,
69,
68,
72,
76,
73,
75,
74,
78,
82,
79,
81,
80,
84,
88,
85,
87,
86,
90,
94,
91,
93,
92,
96,
100,
97,
99,
98,
102,
106,
103,
105,
104,
108,
112,
109,
111,
110,
114,
118,
115,
117,
116,
120,
124,
121,
123,
122,
126,
130,
127,
129,
128,
132,
136,
133,
135,
134,
138,
142,
139,
141,
140,
144,
148,
145,
147,
146,
150,
154,
151,
153,
152,
156,
160,
157,
159,
158,
162,
166,
163,
165,
164,
168,
172,
169,
171,
170,
174,
178,
175,
177,
176,
180,
184,
181,
183,
182,
186,
190,
187,
189,
188,
192,
196,
193,
195,
194,
198,
202,
199,
201,
200,
204,
205,
209,
210,
206,
208,
207,
212,
213,
217,
218,
214,
216,
215,
219,
220,
221,
222,
223,
224,
225,
226,
227,
228,
229,
230,
231,
233,
234,
238,
239,
235,
237,
236,
241,
242,
246,
247,
243,
245,
244,
249,
250,
254,
255,
251,
253,
252,
257,
258,
262,
263,
259,
261,
260,
265,
266,
270,
271,
267,
269,
268,
273,
274,
278,
279,
275,
277,
276,
281,
285,
282,
284,
283,
287,
291,
288,
290,
289,
293,
294,
298,
299,
295,
297,
296,
300,
304,
301,
303,
302,
306,
307,
311,
312,
308,
310,
309,
314,
315,
319,
320,
316,
318,
317,
322,
323,
327,
328,
324,
326,
325,
330,
331,
335,
336,
332,
334,
333,
338,
339,
343,
344,
340,
342,
341,
346,
354,
347,
351,
353,
348,
350,
349,
352,
355,
357,
356,
359,
367,
360,
364,
366,
361,
363,
362,
365,
368,
370,
369,
372,
376,
373,
375,
374,
378,
382,
379,
381,
380,
384,
388,
385,
387,
386,
390,
391
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
173
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
129
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
236
],
[
4,
10028
],
[
8,
3649
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
211
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
294
],
[
4,
10028
],
[
8,
5094
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
9754
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
154
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
5529
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
311
],
[
4,
10028
],
[
8,
8943
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
4973
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
7090
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
9106
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
2305
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
52,
10028
],
[
67,
215
],
[
67,
263
],
[
67,
311
],
[
67,
197
],
[
67,
250
],
[
67,
300
],
[
67,
215
],
[
67,
263
],
[
67,
311
],
[
67,
197
],
[
67,
250
],
[
67,
300
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
250
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
6449
],
[
67,
243
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
2302
],
[
67,
236
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
191
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
186
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
10029
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
4,
10028
],
[
81,
10028
],
[
8,
2339
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
79,
8941
],
[
78,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
8,
9197
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
79,
8941
],
[
78,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
],
[
115
],
[
116
],
[
117
],
[
118
],
[
119
],
[
120
],
[
121
],
[
122
],
[
123
],
[
124
],
[
125
],
[
126
],
[
127
],
[
128
],
[
129
],
[
130
],
[
131
],
[
132
],
[
133
],
[
134
],
[
135
],
[
136
],
[
137
],
[
138
],
[
139
],
[
140
],
[
141
],
[
142
],
[
143
],
[
144
],
[
145
],
[
146
],
[
147
],
[
148
],
[
149
],
[
150
],
[
151
],
[
152
],
[
153
],
[
154
],
[
155
],
[
156
],
[
157
],
[
158
],
[
159
],
[
160
],
[
161
],
[
162
],
[
163
],
[
164
],
[
165
],
[
166
],
[
167
],
[
168
],
[
169
],
[
170
],
[
171
],
[
172
],
[
173
],
[
174
],
[
175
],
[
176
],
[
177
],
[
178
],
[
179
],
[
180
],
[
181
],
[
182
],
[
183
],
[
184
],
[
185
],
[
186
],
[
187
],
[
188
],
[
189
],
[
190
],
[
191
],
[
192
],
[
193
],
[
194
],
[
195
],
[
196
],
[
197
],
[
198
],
[
199
],
[
200
],
[
201
],
[
202
],
[
203
],
[
204
],
[
205
],
[
206
],
[
207
],
[
208
],
[
209
],
[
210
],
[
211
],
[
212
],
[
213
],
[
214
],
[
215
],
[
216
],
[
217
],
[
218
],
[
219
],
[
220
],
[
221
],
[
222
],
[
223
],
[
224
],
[
225
],
[
226
],
[
227
],
[
228
],
[
229
],
[
230
],
[
231
],
[
232
],
[
233
],
[
234
],
[
235
],
[
236
],
[
237
],
[
238
],
[
239
],
[
240
],
[
241
],
[
242
],
[
243
],
[
244
],
[
245
],
[
246
],
[
247
],
[
248
],
[
249
],
[
250
],
[
251
],
[
252
],
[
253
],
[
254
],
[
255
],
[
256
],
[
257
],
[
258
],
[
259
],
[
260
],
[
261
],
[
262
],
[
263
],
[
264
],
[
265
],
[
266
],
[
267
],
[
268
],
[
269
],
[
270
],
[
271
],
[
272
],
[
273
],
[
274
],
[
275
],
[
276
],
[
277
],
[
278
],
[
279
],
[
280
],
[
281
],
[
282
],
[
283
],
[
284
],
[
285
],
[
286
],
[
287
],
[
288
],
[
289
],
[
290
],
[
291
],
[
292
],
[
293
],
[
294
],
[
295
],
[
296
],
[
297
],
[
298
],
[
299
],
[
300
],
[
301
],
[
302
],
[
303
],
[
304
],
[
305
],
[
306
],
[
307
],
[
308
],
[
309
],
[
310
],
[
311
],
[
312
],
[
313
],
[
314
],
[
315
],
[
316
],
[
317
],
[
318
],
[
319
],
[
320
],
[
321
],
[
322
],
[
323
],
[
324
],
[
325
],
[
326
],
[
327
],
[
328
],
[
329
],
[
330
],
[
331
],
[
332
],
[
333
],
[
334
],
[
335
],
[
336
],
[
337
],
[
338
],
[
339
],
[
340
],
[
341
],
[
342
],
[
343
],
[
344
],
[
345
],
[
346
],
[
347
],
[
348
],
[
349
],
[
350
],
[
351
],
[
352
],
[
353
],
[
354
],
[
355
],
[
356
],
[
357
],
[
358
],
[
359
],
[
360
],
[
361
],
[
362
],
[
363
],
[
364
],
[
365
],
[
366
],
[
367
],
[
368
],
[
369
],
[
370
],
[
371
],
[
372
],
[
373
],
[
374
],
[
375
],
[
376
],
[
377
],
[
378
],
[
379
],
[
380
],
[
381
],
[
382
],
[
383
],
[
384
],
[
385
],
[
386
],
[
387
],
[
388
],
[
389
],
[
390
],
[
391
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"imagetransformer",
"ae",
"cifar"
]
] | 392
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
392
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"10000"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"256"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1e-09"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"6"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"initializer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"weight_decay"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.9"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"layer"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"8"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"task"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"image"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"pos"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"timing"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"block_size"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"4"
],
[
"Num",
"8"
],
[
"Num",
"16"
],
[
"Num",
"32"
],
[
"Num",
"64"
],
[
"Num",
"2"
],
[
"Num",
"4"
],
[
"Num",
"8"
],
[
"Num",
"16"
],
[
"Num",
"32"
],
[
"Num",
"64"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"32"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"num_channels"
],
[
"Num",
"3"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"block_length"
],
[
"Num",
"256"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"128"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"12"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"bottom"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"top"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"targets"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
16,
16,
17,
19,
19,
19,
20,
20,
20,
26,
26,
27,
27,
28,
32,
32,
33,
33,
34,
38,
38,
39,
39,
40,
44,
44,
45,
45,
46,
50,
51
],
[
1,
2,
3,
5,
11,
26,
32,
38,
44,
50,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
17,
19,
18,
20,
24,
25,
21,
22,
23,
27,
31,
28,
30,
29,
33,
37,
34,
36,
35,
39,
43,
40,
42,
41,
45,
49,
46,
48,
47,
51,
52
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
67,
300
],
[
60,
10028
],
[
67,
300
],
[
60,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
300
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
311
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
215
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"imagetransformer",
"ae",
"imagenet"
]
] | 53
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
53
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"64"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"64"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"64"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"8"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
36
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
37
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
294
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"ae",
"base"
]
] | 38
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
38
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"6"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
42
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
43
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
145
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
144
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
173
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"ae",
"a3"
]
] | 44
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
44
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.25"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"10000"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
41,
42,
42,
43,
47,
47,
48,
48,
49,
53,
54
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
46,
43,
45,
44,
48,
52,
49,
51,
50,
54,
55
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
8421
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
6447
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
186
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"ae",
"base",
"noatt"
]
] | 56
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
56
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"slice"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_blocks"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"12"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
35,
35,
36,
36,
37,
41,
41,
42,
42,
43,
47,
47,
48,
48,
49,
53,
54
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
36,
40,
37,
39,
38,
42,
46,
43,
45,
44,
48,
52,
49,
51,
50,
54,
55
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
8421
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
6447
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
186
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"ae",
"small",
"noatt"
]
] | 56
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
56
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"slice"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_blocks"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"12"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
9,
10,
13,
13,
14,
14,
15,
19,
19,
20,
20,
21,
25,
25,
26,
26,
27,
31,
31,
32,
32,
33,
37,
38
],
[
1,
2,
3,
5,
13,
19,
25,
31,
37,
4,
6,
8,
7,
9,
10,
12,
11,
14,
18,
15,
17,
16,
20,
24,
21,
23,
22,
26,
30,
27,
29,
28,
32,
36,
33,
35,
34,
38,
39
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
4875
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9259
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
250
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
216
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
7444
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"sketch"
]
] | 40
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
40
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"transformer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"32"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"random"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
3,
6,
6,
7,
7,
7,
8,
12,
13,
15,
15,
16,
18,
18,
19,
22,
22,
22,
23,
25,
25,
25,
26,
27,
27,
28,
31,
32,
32,
33,
33,
34,
34,
35,
40,
40,
41,
43,
43,
44,
44,
45,
49,
49,
50,
53,
53,
54,
56,
58,
59
],
[
1,
2,
3,
5,
6,
15,
22,
53,
58,
4,
7,
12,
8,
10,
11,
9,
13,
14,
16,
18,
17,
19,
21,
20,
23,
25,
49,
24,
26,
31,
40,
27,
28,
30,
29,
32,
33,
39,
34,
38,
35,
37,
36,
41,
43,
42,
44,
48,
45,
47,
46,
50,
52,
51,
54,
56,
55,
57,
59,
60
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
37,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
82,
10028
],
[
43,
10028
],
[
91,
10029
],
[
40,
10028
],
[
18,
10028
],
[
8,
3770
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
5535
],
[
8,
5414
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
29,
10028
],
[
61,
676
],
[
54,
10028
],
[
69,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"layers"
]
] | 61
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
61
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Global",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Try",
"__NONE__"
],
[
"ImportFrom",
"__NONE__"
],
[
"alias",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"enabled"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"keras"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"ExceptHandler",
"__NONE__"
],
[
"Name",
"ImportError"
],
[
"Load",
"__NONE__"
],
[
"Pass",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
11,
11,
11,
14,
16,
16,
16,
16,
16,
17,
19,
19,
20,
22,
22,
23,
23,
24,
27,
29,
29,
30,
32,
32,
33,
35,
36,
36,
37,
40,
40,
41,
43,
43,
44,
44,
44,
45,
45,
45,
46,
50,
50,
50,
51,
54,
56,
58,
58,
59,
61,
63,
63,
64,
64,
64,
65,
67,
70,
70,
71,
71,
71,
72,
72,
72,
73,
76,
79,
79,
79,
80,
82,
83,
86,
86,
87,
89,
89,
90,
92,
94,
95,
95,
95,
95,
96,
96,
97,
97,
98,
102,
104,
106,
107
],
[
1,
2,
8,
10,
16,
94,
3,
4,
5,
6,
7,
9,
11,
12,
13,
14,
15,
17,
19,
29,
40,
63,
18,
20,
22,
21,
23,
27,
24,
26,
25,
28,
30,
32,
31,
33,
35,
34,
36,
37,
39,
38,
41,
43,
42,
44,
58,
45,
50,
56,
46,
48,
49,
47,
51,
53,
54,
52,
55,
57,
59,
61,
60,
62,
64,
70,
65,
67,
69,
66,
68,
71,
86,
72,
78,
79,
73,
75,
76,
74,
77,
80,
82,
85,
81,
83,
84,
87,
89,
88,
90,
92,
91,
93,
95,
96,
102,
104,
106,
97,
101,
98,
100,
99,
103,
105,
107,
108
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
5412
],
[
92,
10029
],
[
92,
5473
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
3,
10028
],
[
20,
10028
],
[
79,
10029
],
[
66,
10028
],
[
61,
5473
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
8309
],
[
78,
10028
],
[
18,
10028
],
[
8,
8309
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
6239
],
[
78,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
18,
10028
],
[
8,
4595
],
[
61,
9858
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
3521
],
[
54,
10028
],
[
55,
10028
],
[
67,
129
],
[
11,
10028
],
[
61,
3521
],
[
54,
10028
],
[
0,
10028
],
[
61,
6239
],
[
54,
10028
],
[
61,
3521
],
[
54,
10028
],
[
94,
10028
],
[
61,
3521
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5473
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
53,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
4911
],
[
54,
10028
],
[
44,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
159
],
[
81,
10028
],
[
61,
8309
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6239
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
5412
],
[
54,
10028
],
[
95,
10028
],
[
61,
5473
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
],
[
84
],
[
85
],
[
86
],
[
87
],
[
88
],
[
89
],
[
90
],
[
91
],
[
92
],
[
93
],
[
94
],
[
95
],
[
96
],
[
97
],
[
98
],
[
99
],
[
100
],
[
101
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
]
] |
[
[
"dropout",
"with",
"broadcast",
"dims"
]
] | 109
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
109
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"keep_prob"
],
[
"arg",
"__UNK__"
],
[
"arg",
"kwargs"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NotIn",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"ndims"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"dim"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Num",
"0"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"dim"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"ndims"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dim"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"dim"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"ndims"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"keep_prob"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
4,
6,
6,
6,
7,
8,
8,
8,
9,
9,
10,
14,
15,
15,
16,
19,
19,
20,
22,
22,
23,
23,
24,
27,
29,
30,
30,
30,
31,
31,
32,
36,
36,
36,
37,
37,
38,
42,
42,
42,
43,
43,
43,
46
],
[
1,
2,
4,
6,
3,
5,
7,
19,
29,
8,
9,
13,
14,
10,
12,
11,
15,
16,
18,
17,
20,
22,
21,
23,
27,
24,
26,
25,
28,
30,
31,
35,
36,
32,
34,
33,
37,
41,
42,
38,
40,
39,
43,
48,
49,
44,
45,
46,
47
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
6203
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
95,
9550
],
[
52,
10028
],
[
61,
9858
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
8360
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
160
],
[
18,
10028
],
[
8,
5896
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
130
],
[
11,
10028
],
[
11,
10028
],
[
67,
163
],
[
60,
10028
],
[
61,
9921
],
[
54,
10028
],
[
80,
10028
],
[
67,
141
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
]
] |
[
[
"saturating",
"sigmoid"
]
] | 50
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
50
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"name_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"values"
],
[
"List",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sigmoid"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"maximum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"0.1"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
11,
13,
13,
14,
14,
15,
18,
18,
18,
19,
19,
20,
20,
21,
24,
27,
27,
28,
30,
32,
32,
33,
33,
33,
34,
38,
38,
39,
41,
42,
42,
43,
43,
44,
48,
48,
49,
49,
49,
50,
54,
56,
56,
57,
59,
59,
60,
62,
64,
65,
65,
65,
66,
69,
69,
69,
70,
70,
71,
74,
74,
74,
75,
75,
76,
78,
81
],
[
1,
2,
8,
10,
32,
48,
56,
64,
3,
4,
5,
6,
7,
9,
11,
13,
12,
14,
18,
15,
17,
16,
19,
26,
27,
20,
24,
21,
23,
22,
25,
28,
30,
29,
31,
33,
38,
34,
36,
37,
35,
39,
41,
40,
42,
43,
47,
44,
46,
45,
49,
54,
50,
52,
53,
51,
55,
57,
59,
58,
60,
62,
61,
63,
65,
66,
68,
69,
67,
70,
74,
83,
71,
73,
72,
75,
80,
81,
76,
78,
77,
79,
82
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
6011
],
[
92,
8677
],
[
67,
135
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3964
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
5696
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6011
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
61,
4266
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
8677
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
8677
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
9237
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
8677
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
73,
10028
],
[
67,
160
],
[
4,
10028
],
[
61,
8677
],
[
78,
10028
],
[
18,
10028
],
[
61,
9149
],
[
54,
10028
],
[
61,
8677
],
[
54,
10028
],
[
73,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
70,
10028
],
[
18,
10028
],
[
8,
5896
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
4266
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
8677
],
[
54,
10028
],
[
67,
130
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
17
],
[
18
],
[
19
],
[
20
],
[
21
],
[
22
],
[
23
],
[
24
],
[
25
],
[
26
],
[
27
],
[
28
],
[
29
],
[
30
],
[
31
],
[
32
],
[
33
],
[
34
],
[
35
],
[
36
],
[
37
],
[
38
],
[
39
],
[
40
],
[
41
],
[
42
],
[
43
],
[
44
],
[
45
],
[
46
],
[
47
],
[
48
],
[
49
],
[
50
],
[
51
],
[
52
],
[
53
],
[
54
],
[
55
],
[
56
],
[
57
],
[
58
],
[
59
],
[
60
],
[
61
],
[
62
],
[
63
],
[
64
],
[
65
],
[
66
],
[
67
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
],
[
74
],
[
75
],
[
76
],
[
77
],
[
78
],
[
79
],
[
80
],
[
81
],
[
82
],
[
83
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
6
],
[
7
],
[
5
]
] |
[
[
"inverse",
"exp",
"decay"
]
] | 84
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
84
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"min_value"
],
[
"arg",
"step"
],
[
"Num",
"0.01"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"exp"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"log"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"min_value"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"float"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"step"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"step"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"train"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"step"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"step"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"to_float"
],
[
"Load",
"__NONE__"
],
[
"Name",
"step"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"maximum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"float"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"step"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
]
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.