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,
2,
2,
2,
2,
2,
2,
2,
2,
2,
12,
14,
14,
15,
15,
15,
16,
20,
20,
21,
23,
23,
23,
24,
24,
25,
28,
28,
28,
29,
31,
31,
31,
32,
32,
33,
33,
34,
37,
39,
40,
40,
44,
46,
47,
47,
50,
50,
50,
51,
52,
52,
53,
53,
54,
58,
58,
59,
61,
61,
63,
65,
66,
66,
66,
66,
66,
66,
66,
66,
66,
66,
67,
67,
68,
71,
73,
75,
75,
75,
76,
76,
77,
80,
82,
83,
85,
87,
88,
90,
91,
93,
95,
97,
98
],
[
1,
2,
12,
14,
50,
3,
4,
5,
6,
7,
8,
9,
10,
11,
13,
15,
20,
16,
18,
19,
17,
21,
23,
22,
24,
28,
46,
25,
27,
26,
29,
31,
44,
30,
32,
39,
43,
33,
37,
34,
36,
35,
38,
40,
41,
42,
45,
47,
48,
49,
51,
58,
65,
52,
53,
57,
54,
56,
55,
59,
61,
60,
62,
63,
64,
66,
67,
71,
73,
75,
85,
87,
90,
93,
95,
97,
68,
70,
69,
72,
74,
76,
80,
82,
77,
79,
78,
81,
83,
84,
86,
88,
89,
91,
92,
94,
96,
98,
99
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
5399
],
[
92,
10029
],
[
92,
10029
],
[
92,
9237
],
[
92,
10029
],
[
92,
5473
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
9237
],
[
54,
10028
],
[
18,
10028
],
[
8,
6843
],
[
61,
4448
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10028
],
[
61,
5473
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
5399
],
[
61,
5399
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
95,
10029
],
[
62,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
9
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
]
] |
[
[
"local",
"expert",
"attention"
]
] | 100
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
100
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"k"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"train"
],
[
"arg",
"__UNK__"
],
[
"arg",
"kwargs"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"train"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"partial"
],
[
"Name",
"functools"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"k"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
11,
13,
13,
13,
14,
14,
15,
15,
16,
19,
21,
24,
24,
25,
27,
27,
27,
28,
28,
29,
29,
30,
33,
35,
38,
38,
39,
41,
41,
41,
42,
43,
43,
44,
45,
45,
46,
50,
51,
51,
55,
55,
56,
58,
58,
58,
59,
61,
61,
62,
65,
65,
66,
69,
69,
70,
70,
70,
71,
71,
72,
77,
77,
77,
78,
81,
81,
81,
82,
84,
84,
85,
88,
88,
89,
92,
92,
93,
93,
93,
93,
94,
96,
98,
101,
101,
102,
102,
102,
103,
103,
104,
107,
107,
107,
108,
108,
109,
112,
116,
116,
117,
119,
119,
119,
119,
120,
122,
124,
127,
127,
127,
127,
129,
129,
130,
132,
132,
132,
133,
133,
134,
137,
138,
138,
138,
138,
138,
141,
143,
146,
147,
147,
148,
151,
151,
152,
154,
154,
154,
154,
155,
155,
156,
159,
161,
161,
161,
162,
164,
168,
169,
171,
171,
173,
174,
174,
174,
174,
174,
174,
175,
177,
179,
181,
183,
184,
186,
188,
188,
189,
191,
191,
191,
191,
192,
192,
193,
196,
196,
196,
197,
197,
198,
201,
201,
201,
202,
202,
203,
206,
209,
209,
209,
210,
210,
211,
214,
217,
219,
221,
221,
222,
224,
224,
224,
225,
225,
226,
229,
231,
233,
233,
234,
236,
236,
236,
237,
237,
238,
241,
243,
245,
246
],
[
1,
2,
8,
10,
24,
38,
55,
69,
92,
127,
171,
188,
221,
233,
245,
3,
4,
5,
6,
7,
9,
11,
13,
12,
14,
21,
23,
15,
19,
16,
18,
17,
20,
22,
25,
27,
26,
28,
35,
37,
29,
33,
30,
32,
31,
34,
36,
39,
41,
40,
42,
50,
54,
43,
44,
49,
45,
46,
48,
47,
51,
52,
53,
56,
58,
57,
59,
61,
65,
60,
62,
64,
63,
66,
68,
67,
70,
77,
71,
75,
76,
72,
74,
73,
78,
80,
81,
79,
82,
84,
88,
83,
85,
87,
86,
89,
91,
90,
93,
101,
94,
96,
98,
100,
95,
97,
99,
102,
116,
103,
107,
115,
104,
106,
105,
108,
112,
114,
109,
111,
110,
113,
117,
119,
118,
120,
122,
124,
126,
121,
123,
125,
128,
129,
151,
168,
130,
132,
131,
133,
137,
146,
134,
136,
135,
138,
139,
140,
141,
143,
145,
142,
144,
147,
148,
150,
149,
152,
154,
153,
155,
159,
161,
167,
156,
158,
157,
160,
162,
164,
166,
163,
165,
169,
170,
172,
173,
174,
175,
177,
179,
181,
183,
186,
176,
178,
180,
182,
184,
185,
187,
189,
191,
190,
192,
196,
217,
219,
193,
195,
194,
197,
201,
209,
198,
200,
199,
202,
206,
208,
203,
205,
204,
207,
210,
214,
216,
211,
213,
212,
215,
218,
220,
222,
224,
223,
225,
229,
231,
226,
228,
227,
230,
232,
234,
236,
235,
237,
241,
243,
238,
240,
239,
242,
244,
246,
247
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7349
],
[
92,
5399
],
[
92,
9517
],
[
92,
10029
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
9517
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
3049
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
3049
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
6627
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
9,
10028
],
[
61,
2253
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
6627
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
6627
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
7349
],
[
78,
10028
],
[
61,
5399
],
[
78,
10028
],
[
61,
9517
],
[
78,
10028
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
67,
129
],
[
67,
129
],
[
94,
10028
],
[
61,
8880
],
[
78,
10028
],
[
83,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
4,
10028
],
[
61,
9977
],
[
78,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8309
],
[
52,
10028
],
[
67,
159
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9977
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9977
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
73,
10028
],
[
61,
9977
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
95,
2253
],
[
61,
2253
],
[
54,
10028
],
[
95,
5807
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2918
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
5727
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
3854
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
129
],
[
18,
10028
],
[
8,
3854
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
129
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
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
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
4
],
[
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
],
[
2
],
[
3
],
[
4
]
] |
[
[
"expert",
"dot",
"product"
]
] | 248
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
248
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"q"
],
[
"arg",
"k"
],
[
"arg",
"v"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"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",
"q"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"coordinates"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"coordinates"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"order"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"order"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"order"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"zeros"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"shape"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"zeros"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"zeros"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"zeros"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"bias"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"make_image_summary"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"cond"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"logical_or"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"equal"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"equal"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
11,
12,
14,
14,
14,
15,
16,
16,
17,
18,
18,
19,
23,
24,
24,
28,
28,
29,
31,
31,
31,
32,
32,
33,
36,
38,
40,
40,
41,
43,
43,
43,
44,
44,
45,
48,
50,
52,
52,
52,
53,
53,
56,
56,
57,
57,
57,
58,
62,
63,
63,
64,
64,
65,
68,
70,
71,
71,
71,
72,
72,
76,
78,
78,
79,
81,
83,
83,
83,
84,
84,
84,
84,
84,
84,
84,
84,
85,
87,
89,
91,
93,
95,
97,
100,
100,
100,
100,
100,
100,
100,
100,
101,
103,
103,
104,
104,
105,
108,
110,
110,
111,
111,
112,
115,
117,
117,
118,
118,
119,
122,
124,
124,
124,
125,
127,
129,
129,
130,
133,
133,
133,
134,
136,
138,
138,
139,
142,
142,
142,
143,
145,
147,
147,
148,
151,
151,
151,
152,
154,
156,
156,
157,
160,
161,
161,
162,
162,
163,
166,
166,
166,
166,
166,
166,
167,
169,
171,
173,
175,
176,
176,
176,
177,
179,
180,
182,
183,
185,
186,
186,
186,
187,
189,
190,
192,
193,
195,
196,
196,
197,
197,
198,
201
],
[
1,
2,
9,
11,
28,
40,
52,
78,
83,
195,
3,
4,
5,
6,
7,
8,
10,
12,
14,
13,
15,
23,
27,
16,
17,
22,
18,
19,
21,
20,
24,
25,
26,
29,
31,
30,
32,
36,
38,
33,
35,
34,
37,
39,
41,
43,
42,
44,
48,
50,
45,
47,
46,
49,
51,
53,
56,
70,
54,
55,
57,
62,
58,
60,
61,
59,
63,
64,
68,
65,
67,
66,
69,
71,
72,
75,
76,
73,
74,
77,
79,
81,
80,
82,
84,
100,
160,
85,
87,
89,
91,
93,
95,
97,
99,
86,
88,
90,
92,
94,
96,
98,
101,
103,
110,
117,
124,
133,
142,
151,
102,
104,
108,
105,
107,
106,
109,
111,
115,
112,
114,
113,
116,
118,
122,
119,
121,
120,
123,
125,
127,
129,
126,
128,
130,
132,
131,
134,
136,
138,
135,
137,
139,
141,
140,
143,
145,
147,
144,
146,
148,
150,
149,
152,
154,
156,
153,
155,
157,
159,
158,
161,
162,
166,
163,
165,
164,
167,
169,
171,
173,
175,
185,
168,
170,
172,
174,
176,
177,
179,
182,
178,
180,
181,
183,
184,
186,
187,
189,
192,
188,
190,
191,
193,
194,
196,
197,
201,
198,
200,
199,
202
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7349
],
[
92,
5399
],
[
92,
9517
],
[
92,
10029
],
[
92,
10029
],
[
92,
2252
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
3558
],
[
92,
9540
],
[
40,
10028
],
[
20,
10028
],
[
61,
9540
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
3557
],
[
61,
3558
],
[
54,
10028
],
[
54,
10028
],
[
61,
9540
],
[
54,
10028
],
[
73,
10028
],
[
11,
10028
],
[
52,
10028
],
[
62,
10028
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
18,
10028
],
[
8,
3557
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
18,
10028
],
[
8,
3557
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
18,
10028
],
[
8,
3557
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
3049
],
[
61,
2252
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
6627
],
[
61,
2252
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
3049
],
[
61,
2252
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
6627
],
[
61,
2252
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
3049
],
[
61,
10029
],
[
54,
10028
],
[
95,
6627
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
3049
],
[
61,
10029
],
[
54,
10028
],
[
95,
6627
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
2850
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
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
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
]
] |
[
[
"dot",
"product",
"single",
"head"
]
] | 203
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
203
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"q"
],
[
"arg",
"k"
],
[
"arg",
"v"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"bi"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"dispatcher"
],
[
"arg",
"value"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"value"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dispatch"
],
[
"Name",
"dispatcher"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"value"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dispatch"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dispatch"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dispatch"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"coordinates"
],
[
"Name",
"bi"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"order"
],
[
"Name",
"bi"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"coordinates"
],
[
"Name",
"bi"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"order"
],
[
"Name",
"bi"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"coordinates"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"order"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"coordinates"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"order"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"combine"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
8,
10,
10,
11,
13,
14,
14,
14,
14,
15,
15,
16,
19,
21,
23,
24,
26,
26,
27,
29,
29,
30,
30,
31,
31,
32,
35,
37,
37,
38,
40,
42,
42,
43,
45,
45,
46,
46,
47,
49,
51,
51,
52,
54,
54,
55,
57,
57,
58,
61,
61,
62,
64,
64,
65,
65,
66,
69,
71,
72
],
[
1,
2,
8,
10,
26,
42,
61,
71,
3,
4,
5,
6,
7,
9,
11,
13,
12,
14,
15,
19,
21,
23,
16,
18,
17,
20,
22,
24,
25,
27,
29,
28,
30,
37,
31,
35,
32,
34,
33,
36,
38,
40,
39,
41,
43,
45,
44,
46,
51,
47,
49,
48,
50,
52,
54,
53,
55,
57,
56,
58,
60,
59,
62,
64,
63,
65,
69,
66,
68,
67,
70,
72,
73
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4284
],
[
92,
3749
],
[
92,
10029
],
[
92,
5473
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4284
],
[
54,
10028
],
[
61,
3749
],
[
54,
10028
],
[
95,
10028
],
[
61,
5473
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
36,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3693
],
[
54,
10028
],
[
94,
10028
],
[
61,
3693
],
[
78,
10028
],
[
61,
3749
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
4284
],
[
54,
10028
],
[
61,
3693
],
[
54,
10028
],
[
94,
10028
],
[
61,
3693
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
77,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6656
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
6656
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"map",
"fn",
"switch"
]
] | 74
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
74
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"fn"
],
[
"arg",
"elems"
],
[
"arg",
"__UNK__"
],
[
"arg",
"kwargs"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"fn"
],
[
"Load",
"__NONE__"
],
[
"Name",
"elems"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"GeneratorExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"e"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"e"
],
[
"Store",
"__NONE__"
],
[
"Name",
"elems"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"fn"
],
[
"Load",
"__NONE__"
],
[
"Name",
"e"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"e"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"out"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"out"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
12,
12,
12,
12,
13,
15,
17,
19,
22,
22,
23,
23,
24,
27,
29,
29,
29,
29,
29,
29,
29,
30,
32,
34,
34,
35,
35,
35,
36,
36,
36,
37,
38,
38,
39,
40,
40,
41,
45,
50,
51,
51,
51,
52,
52,
53,
56,
58,
60,
60,
61,
63,
63,
63,
64,
64,
65,
68,
70,
71,
71,
71,
71,
71,
77,
77,
78,
80,
80,
80,
81,
81,
82,
85,
87,
87,
87,
87,
88,
90,
90,
93,
96,
97,
99,
100,
100,
101,
104,
104,
104,
105,
107,
107,
108,
108,
108,
109,
113,
114,
116,
117,
117,
118,
118,
119,
122,
124,
124,
125,
127,
127,
128,
130,
132,
132,
133,
135,
135,
136,
138,
140,
140,
141,
143,
143,
144,
146,
148,
148,
149,
151,
151,
151,
152,
154,
155,
155,
156,
158,
158,
159,
162,
163,
163,
164,
166,
166,
167,
170,
170,
171,
173,
173,
174,
174,
175,
178,
180,
180,
181,
183,
183,
184,
184,
185,
188,
190,
190,
191,
193,
193,
194,
194,
195,
198,
200,
200,
201,
203,
205,
205,
206,
208,
210,
210,
211,
214,
214,
214,
214,
214,
215,
215,
215,
215,
216,
218,
220,
223,
223,
223,
223,
224,
226,
228,
230,
232,
232,
233,
235,
235,
235,
236,
238,
239,
239,
239,
240,
241,
241,
242,
243,
243,
244,
248,
249,
249,
253,
254,
256,
257,
257,
258,
258,
259,
262,
262,
263,
263,
264,
267,
269,
270,
270,
271,
271,
272,
275,
275,
276,
276,
277,
280,
282,
282,
283,
285,
285,
286,
286,
287,
290,
292,
292,
293,
295,
295,
296,
296,
297,
300,
302,
302,
303,
305,
305,
305,
305,
305,
305,
306,
308,
308,
309,
311,
311,
311,
312,
314,
314,
315,
318,
319,
321,
322,
322,
322,
322,
322,
322,
323,
325,
327,
329,
331,
334,
335,
335,
336,
339,
341,
342,
344,
344,
344,
344,
345,
345,
345,
347,
347,
347,
348,
350,
352,
354,
354,
354,
355,
359,
359,
360,
362,
362,
362,
363,
363,
364,
367,
369,
371,
371,
372,
374,
374,
374,
375,
375,
376,
379,
381,
381,
381,
381,
381,
382,
384,
386,
386,
389,
392,
392,
393,
395,
395,
395,
396,
396,
397,
400,
402,
402,
402,
402,
402,
408,
409,
409,
409,
410,
412,
412,
412,
413,
416
],
[
1,
2,
9,
11,
29,
104,
124,
132,
140,
148,
170,
180,
190,
200,
205,
210,
214,
282,
292,
302,
344,
408,
3,
4,
5,
6,
7,
8,
10,
12,
22,
13,
15,
17,
19,
21,
14,
16,
18,
20,
23,
27,
24,
26,
25,
28,
30,
32,
34,
60,
77,
96,
99,
31,
33,
35,
50,
36,
48,
49,
37,
45,
47,
38,
39,
44,
40,
41,
43,
42,
46,
51,
52,
56,
58,
53,
55,
54,
57,
59,
61,
63,
62,
64,
68,
70,
65,
67,
66,
69,
71,
72,
73,
74,
75,
76,
78,
80,
79,
81,
85,
87,
82,
84,
83,
86,
88,
90,
93,
95,
89,
91,
92,
94,
97,
98,
100,
101,
103,
102,
105,
107,
116,
106,
108,
113,
109,
111,
112,
110,
114,
115,
117,
118,
122,
119,
121,
120,
123,
125,
127,
126,
128,
130,
129,
131,
133,
135,
134,
136,
138,
137,
139,
141,
143,
142,
144,
146,
145,
147,
149,
151,
150,
152,
154,
162,
153,
155,
156,
158,
157,
159,
161,
160,
163,
164,
166,
165,
167,
169,
168,
171,
173,
172,
174,
178,
175,
177,
176,
179,
181,
183,
182,
184,
188,
185,
187,
186,
189,
191,
193,
192,
194,
198,
195,
197,
196,
199,
201,
203,
202,
204,
206,
208,
207,
209,
211,
213,
212,
215,
223,
232,
256,
269,
216,
218,
220,
222,
217,
219,
221,
224,
226,
228,
230,
225,
227,
229,
231,
233,
235,
234,
236,
238,
253,
237,
239,
240,
248,
252,
241,
242,
247,
243,
244,
246,
245,
249,
250,
251,
254,
255,
257,
258,
262,
259,
261,
260,
263,
267,
264,
266,
265,
268,
270,
271,
275,
272,
274,
273,
276,
280,
277,
279,
278,
281,
283,
285,
284,
286,
290,
287,
289,
288,
291,
293,
295,
294,
296,
300,
297,
299,
298,
301,
303,
305,
304,
306,
308,
321,
334,
339,
341,
307,
309,
311,
310,
312,
314,
318,
313,
315,
317,
316,
319,
320,
322,
323,
325,
327,
329,
331,
333,
324,
326,
328,
330,
332,
335,
336,
338,
337,
340,
342,
343,
345,
359,
371,
392,
346,
347,
354,
348,
350,
352,
349,
351,
353,
355,
357,
358,
356,
360,
362,
361,
363,
367,
369,
364,
366,
365,
368,
370,
372,
374,
373,
375,
379,
381,
376,
378,
377,
380,
382,
384,
386,
389,
391,
383,
385,
387,
388,
390,
393,
395,
394,
396,
400,
402,
397,
399,
398,
401,
403,
404,
405,
406,
407,
409,
410,
412,
418,
411,
413,
415,
416,
414,
417
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7349
],
[
92,
5399
],
[
92,
9517
],
[
92,
2252
],
[
92,
10029
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
2215
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
3438
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
9858
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
73,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
9272
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
6933
],
[
52,
10028
],
[
67,
159
],
[
67,
129
],
[
67,
215
],
[
67,
243
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
61,
3438
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
40,
10028
],
[
20,
10028
],
[
61,
9858
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
7349
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
4,
10028
],
[
61,
5399
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
4,
10028
],
[
61,
9517
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
4,
10028
],
[
61,
2252
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
3049
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
3049
],
[
61,
2252
],
[
54,
10028
],
[
54,
10028
],
[
95,
6627
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
6627
],
[
61,
2252
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9517
],
[
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
],
[
67,
130
],
[
33,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
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
],
[
95,
3438
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
95,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
51,
10028
],
[
93,
10028
],
[
92,
1984
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
77,
10028
],
[
61,
1984
],
[
54,
10028
],
[
54,
10028
],
[
95,
2252
],
[
61,
2252
],
[
54,
10028
],
[
95,
3749
],
[
83,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
67,
215
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
18,
10028
],
[
61,
5286
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
5156
],
[
54,
10028
],
[
20,
10028
],
[
61,
2215
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
61,
3438
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9272
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
129
],
[
67,
215
],
[
67,
243
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
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
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
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
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
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
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
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
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
7
],
[
8
],
[
9
],
[
9
],
[
7
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
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
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
]
] |
[
[
"sparse",
"dot",
"product",
"attention"
]
] | 419
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
419
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"q"
],
[
"arg",
"k"
],
[
"arg",
"v"
],
[
"arg",
"bi"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"depth"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"transpose"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"perm"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"0"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"depth"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bi"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"coordinates"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"coordinates"
],
[
"Name",
"bi"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"order"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"order"
],
[
"Name",
"bi"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"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__"
],
[
"Num",
"0.0"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__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__"
],
[
"keyword",
"depth"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Lambda",
"__NONE__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"args"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Starred",
"__NONE__"
],
[
"Name",
"args"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"bi"
],
[
"Name",
"bi"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"elems"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Num",
"2"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"isinstance"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"depth"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"transpose"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"0"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
13,
15,
15,
15,
16,
16,
17,
17,
18,
21,
23,
24,
24,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
29,
31,
33,
33,
34,
36,
36,
36,
37,
37,
38,
38,
39,
42,
44,
47,
47,
48,
50,
50,
50,
51,
51,
52,
55,
57,
58,
58,
58,
62,
62,
63,
65,
65,
66,
66,
67,
70,
72,
72,
73,
75,
75,
76,
76,
77,
80,
82,
82,
83,
85,
85,
85,
86,
86,
86,
87,
90,
94,
94,
95,
97,
97,
97,
98,
98,
99,
102,
104,
106,
107,
107,
107,
107,
108,
108,
109,
109,
110,
115,
117,
119,
120,
120,
120,
121,
121,
122,
125,
127,
129,
130,
130,
131,
134,
134,
134,
134,
134,
134,
134,
135,
135,
138,
138,
139,
141,
141,
141,
142,
144,
145,
145,
145,
150,
150,
151,
153,
153,
153,
154,
154,
155,
158,
160,
162,
163,
163,
163,
163,
164,
164,
165,
165,
166,
170,
170,
170,
171,
175,
175,
176,
176,
177,
180,
182,
184,
185,
185,
185,
185,
186,
186,
187,
187,
188,
192,
192,
192,
193,
197,
197,
198,
198,
199,
202,
204,
206,
207,
207,
207,
207,
208,
208,
209,
209,
210,
214,
214,
214,
215,
219,
221,
223,
223,
223,
224,
226,
226,
227,
230,
231,
231,
231,
231,
232,
232,
233,
233,
234,
238,
238,
238,
239,
239,
242,
244,
246,
246,
246,
247,
249,
250,
253,
255,
256,
256,
256,
257,
259,
262,
263,
263,
263,
264,
266,
269,
269,
270,
272,
272,
273,
275,
277,
277,
278,
280,
280,
281,
283,
285,
285,
286,
288,
288,
289,
289,
290,
293,
295,
295,
296,
298,
298,
299,
299,
300,
303,
305,
305,
306,
308,
308,
309,
309,
310,
313,
315,
315,
316,
318,
318,
318,
319,
319,
320,
323,
323,
323,
324,
324,
324,
325,
326,
326,
327,
335,
335,
335,
335,
336,
338,
338,
339,
341,
341,
342,
342,
343,
346,
346,
346,
347,
347,
348,
351,
352,
352,
353,
357,
357,
358,
360,
360,
361,
361,
362,
365,
365,
365,
366,
366,
367,
370,
371,
371,
372,
376,
376,
376,
377,
380,
380,
380,
381,
381,
382,
382,
383,
386,
386,
386,
387,
387,
388,
391,
393,
396,
396,
399,
399,
400,
402,
402,
402,
402,
402,
403,
405,
407,
409,
411,
412,
414,
415,
415,
416,
416,
417,
420
],
[
1,
2,
10,
12,
28,
134,
255,
262,
269,
277,
285,
295,
305,
315,
335,
399,
414,
3,
4,
5,
6,
7,
8,
9,
11,
13,
15,
14,
16,
23,
27,
17,
21,
18,
20,
19,
22,
24,
25,
26,
29,
31,
33,
47,
62,
72,
82,
94,
106,
119,
129,
30,
32,
34,
36,
35,
37,
44,
46,
38,
42,
39,
41,
40,
43,
45,
48,
50,
49,
51,
55,
57,
52,
54,
53,
56,
58,
59,
60,
61,
63,
65,
64,
66,
70,
67,
69,
68,
71,
73,
75,
74,
76,
80,
77,
79,
78,
81,
83,
85,
84,
86,
92,
93,
87,
89,
90,
88,
91,
95,
97,
96,
98,
102,
104,
99,
101,
100,
103,
105,
107,
108,
114,
115,
117,
109,
113,
110,
112,
111,
116,
118,
120,
121,
125,
127,
122,
124,
123,
126,
128,
130,
131,
133,
132,
135,
138,
150,
162,
184,
206,
223,
136,
137,
139,
141,
140,
142,
144,
149,
143,
145,
146,
147,
148,
151,
153,
152,
154,
158,
160,
155,
157,
156,
159,
161,
163,
164,
170,
175,
182,
165,
169,
166,
168,
167,
171,
173,
174,
172,
176,
180,
177,
179,
178,
181,
183,
185,
186,
192,
197,
204,
187,
191,
188,
190,
189,
193,
195,
196,
194,
198,
202,
199,
201,
200,
203,
205,
207,
208,
214,
219,
221,
209,
213,
210,
212,
211,
215,
217,
218,
216,
220,
222,
224,
226,
230,
225,
227,
229,
228,
231,
232,
238,
246,
253,
233,
237,
234,
236,
235,
239,
242,
244,
240,
241,
243,
245,
247,
249,
252,
248,
250,
251,
254,
256,
257,
259,
261,
258,
260,
263,
264,
266,
268,
265,
267,
270,
272,
271,
273,
275,
274,
276,
278,
280,
279,
281,
283,
282,
284,
286,
288,
287,
289,
293,
290,
292,
291,
294,
296,
298,
297,
299,
303,
300,
302,
301,
304,
306,
308,
307,
309,
313,
310,
312,
311,
314,
316,
318,
317,
319,
323,
334,
320,
322,
321,
324,
332,
333,
325,
330,
331,
326,
327,
329,
328,
336,
338,
357,
376,
337,
339,
341,
340,
342,
346,
343,
345,
344,
347,
351,
356,
348,
350,
349,
352,
353,
355,
354,
358,
360,
359,
361,
365,
362,
364,
363,
366,
370,
375,
367,
369,
368,
371,
372,
374,
373,
377,
379,
380,
378,
381,
395,
396,
382,
386,
383,
385,
384,
387,
391,
393,
388,
390,
389,
392,
394,
397,
398,
400,
402,
401,
403,
405,
407,
409,
411,
404,
406,
408,
410,
412,
413,
415,
416,
420,
417,
419,
418,
421
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7349
],
[
92,
5399
],
[
92,
9517
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
4479
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5558
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
95,
2142
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
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,
2492
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
32,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
4,
10028
],
[
61,
2492
],
[
78,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5558
],
[
54,
10028
],
[
61,
2492
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
2492
],
[
54,
10028
],
[
95,
4076
],
[
79,
10029
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
61,
2492
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
92,
7146
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
81,
10028
],
[
61,
9858
],
[
54,
10028
],
[
45,
10028
],
[
83,
10028
],
[
67,
129
],
[
27,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
7146
],
[
54,
10028
],
[
0,
10028
],
[
79,
1473
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
4076
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
7146
],
[
54,
10028
],
[
0,
10028
],
[
79,
1464
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
4076
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
7146
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
61,
9858
],
[
54,
10028
],
[
95,
4076
],
[
79,
10029
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
67,
243
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10023
],
[
54,
10028
],
[
61,
7146
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
81,
10028
],
[
61,
9858
],
[
54,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
54,
10028
],
[
95,
4076
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
7349
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
5399
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
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
],
[
4,
10028
],
[
61,
7349
],
[
78,
10028
],
[
18,
10028
],
[
8,
3557
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
4,
10028
],
[
61,
5399
],
[
78,
10028
],
[
18,
10028
],
[
8,
3557
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
4,
10028
],
[
61,
9517
],
[
78,
10028
],
[
18,
10028
],
[
8,
3557
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
80,
10028
],
[
67,
160
],
[
60,
10028
],
[
67,
179
],
[
67,
215
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
67,
215
],
[
9,
10028
],
[
61,
2253
],
[
78,
10028
],
[
0,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4703
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
179
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
95,
2253
],
[
61,
2253
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
2850
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
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
],
[
3
],
[
4
],
[
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
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
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
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
6
],
[
5
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
5
],
[
6
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
]
] |
[
[
"dot",
"product",
"batched",
"head"
]
] | 422
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
422
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"q"
],
[
"arg",
"k"
],
[
"arg",
"v"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"gates"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"length"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"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",
"capacity"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"FloorDiv",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"capacity"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"length"
],
[
"Load",
"__NONE__"
],
[
"Name",
"capacity"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"capacity"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"family"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"Name",
"capacity"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"prefix"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"0"
],
[
"Ellipsis",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"prefix"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"_min"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"family"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"prefix"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"_max"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"family"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"prefix"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"family"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"{}_{}"
],
[
"Load",
"__NONE__"
],
[
"Name",
"prefix"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"family"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"q"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"k"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__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__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dispatch"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dispatch"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dispatch"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"1000000000.0"
],
[
"Num",
"2"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"greater"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1000000000.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"bias"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"combine"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
12,
14,
14,
15,
15,
15,
15,
15,
16,
18,
20,
22,
25,
25,
26,
26,
27,
30,
32,
32,
33,
36,
36,
37,
39,
39,
40,
40,
40,
41,
43,
44,
46,
47,
49,
49,
50,
52,
52,
53,
55,
57,
57,
57,
57,
57,
57,
57,
57,
57,
57,
57,
57,
57,
57,
58,
58,
58,
62,
64,
64,
65,
67,
67,
67,
68,
68,
69,
69,
70,
73,
75,
78,
78,
79,
81,
81,
81,
82,
82,
83,
86,
88,
89,
89,
89,
89,
89,
95,
95,
96,
98,
98,
98,
99,
99,
100,
103,
105,
105,
105,
105,
106,
108,
108,
108,
109,
112,
114,
117,
117,
118,
120,
120,
121,
121,
122,
125,
127,
127,
128,
130,
132,
132,
132,
132,
132,
132,
133,
133,
133,
134,
136,
139,
139,
139,
140,
142,
144,
146,
146,
147,
149,
149,
150,
150,
151,
154,
156,
156,
157,
159,
159,
159,
160,
161,
161,
162,
163,
163,
164,
168,
169,
169,
173,
173,
174,
176,
176,
176,
177,
177,
178,
181,
183,
183,
183,
183,
184,
186,
188,
191,
192,
192,
193,
193,
194,
197,
199,
199,
200,
202,
202,
203,
203,
204,
207,
209,
209,
210,
212,
212,
212,
213,
213,
214,
217,
219,
219,
219,
219,
219,
220,
222,
224,
226,
229,
229,
230,
232,
232,
232,
233,
233,
234,
237,
239,
239,
239,
239,
239,
245,
245,
246,
248,
248,
249,
251,
251,
251,
252,
252,
253,
256,
258,
258,
258,
259,
259,
260,
263,
263,
263,
264,
264,
265,
268,
268,
271,
273,
273,
273,
273,
273,
276,
280,
281,
283,
284,
284,
285,
288,
288,
289,
291,
291,
292,
294,
296,
296,
297,
299,
299,
299,
300,
302,
304,
306,
306,
307,
307,
307,
307,
307,
307,
308,
310,
312,
314,
316,
319,
319,
320,
320,
321,
323,
325,
325,
326,
328,
328,
328,
328,
328,
328,
329,
331,
333,
335,
337,
340,
340,
341,
343,
343,
343,
343,
343,
343,
343,
344,
346,
348,
350,
352,
354,
356,
358,
358,
359,
361,
361,
361,
362,
362,
363,
366,
368,
368,
368,
368,
368,
369,
371,
373,
373,
376,
379,
380,
380,
380,
381,
383,
383,
383,
384,
387
],
[
1,
2,
12,
14,
32,
36,
57,
288,
296,
306,
340,
358,
379,
3,
4,
5,
6,
7,
8,
9,
10,
11,
13,
15,
25,
16,
18,
20,
22,
24,
17,
19,
21,
23,
26,
30,
27,
29,
28,
31,
33,
35,
34,
37,
39,
38,
40,
49,
41,
43,
46,
42,
44,
45,
47,
48,
50,
52,
51,
53,
55,
54,
56,
58,
62,
64,
78,
95,
117,
127,
132,
199,
209,
229,
245,
280,
283,
59,
60,
61,
63,
65,
67,
66,
68,
75,
77,
69,
73,
70,
72,
71,
74,
76,
79,
81,
80,
82,
86,
88,
83,
85,
84,
87,
89,
90,
91,
92,
93,
94,
96,
98,
97,
99,
103,
105,
100,
102,
101,
104,
106,
108,
114,
116,
107,
109,
111,
112,
110,
113,
115,
118,
120,
119,
121,
125,
122,
124,
123,
126,
128,
130,
129,
131,
133,
139,
146,
156,
173,
191,
134,
136,
138,
135,
137,
140,
142,
144,
141,
143,
145,
147,
149,
148,
150,
154,
151,
153,
152,
155,
157,
159,
158,
160,
168,
172,
161,
162,
167,
163,
164,
166,
165,
169,
170,
171,
174,
176,
175,
177,
181,
183,
178,
180,
179,
182,
184,
186,
188,
190,
185,
187,
189,
192,
193,
197,
194,
196,
195,
198,
200,
202,
201,
203,
207,
204,
206,
205,
208,
210,
212,
211,
213,
217,
219,
214,
216,
215,
218,
220,
222,
224,
226,
228,
221,
223,
225,
227,
230,
232,
231,
233,
237,
239,
234,
236,
235,
238,
240,
241,
242,
243,
244,
246,
248,
247,
249,
251,
250,
252,
256,
258,
253,
255,
254,
257,
259,
263,
273,
260,
262,
261,
264,
268,
271,
265,
267,
266,
269,
270,
272,
274,
275,
276,
278,
279,
277,
281,
282,
284,
285,
287,
286,
289,
291,
290,
292,
294,
293,
295,
297,
299,
298,
300,
302,
304,
301,
303,
305,
307,
319,
308,
310,
312,
314,
316,
318,
309,
311,
313,
315,
317,
320,
325,
321,
323,
322,
324,
326,
328,
327,
329,
331,
333,
335,
337,
339,
330,
332,
334,
336,
338,
341,
343,
342,
344,
346,
348,
350,
352,
354,
356,
345,
347,
349,
351,
353,
355,
357,
359,
361,
360,
362,
366,
368,
363,
365,
364,
367,
369,
371,
373,
376,
378,
370,
372,
374,
375,
377,
380,
381,
383,
389,
382,
384,
386,
387,
385,
388
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7349
],
[
92,
5399
],
[
92,
9517
],
[
92,
2252
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
2215
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
3438
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
3438
],
[
61,
3438
],
[
54,
10028
],
[
95,
10028
],
[
61,
10029
],
[
54,
10028
],
[
94,
10028
],
[
61,
1218
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5558
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
9272
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
6933
],
[
52,
10028
],
[
67,
159
],
[
67,
129
],
[
67,
215
],
[
67,
243
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
2215
],
[
54,
10028
],
[
60,
10028
],
[
61,
5558
],
[
54,
10028
],
[
61,
3438
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4479
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
4479
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
4479
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
5558
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
4,
10028
],
[
61,
4479
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4479
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
5558
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
4479
],
[
78,
10028
],
[
18,
10028
],
[
8,
9272
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
129
],
[
67,
215
],
[
67,
243
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4479
],
[
78,
10028
],
[
18,
10028
],
[
8,
5896
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4479
],
[
54,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
6568
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
54,
10028
],
[
61,
5558
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
159
],
[
61,
5558
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
73,
10028
],
[
61,
4479
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
7349
],
[
78,
10028
],
[
61,
5399
],
[
78,
10028
],
[
61,
9517
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
94,
10028
],
[
61,
8880
],
[
78,
10028
],
[
83,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
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
],
[
61,
2215
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
61,
3438
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
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
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
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
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
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
],
[
7
],
[
7
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
6
],
[
7
],
[
8
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
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
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
8
],
[
8
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
]
] |
[
[
"sparse",
"dot",
"product",
"attention",
"truncated"
]
] | 390
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
390
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"q"
],
[
"arg",
"k"
],
[
"arg",
"v"
],
[
"arg",
"bi"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"depth"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"depth"
],
[
"Name",
"depth"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"length"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"transpose"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"perm"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"0"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"length"
],
[
"Load",
"__NONE__"
],
[
"Name",
"depth"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"length"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"length"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"transpose"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"0"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"maximum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"one_hot"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Name",
"length"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Name",
"length"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"gates"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"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__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"depth"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
12,
12,
12,
14,
16,
16,
16,
17,
18,
18,
19,
20,
20,
21,
25,
26,
26,
30,
30,
31,
33,
33,
33,
34,
34,
35,
38,
41,
41,
42,
44,
44,
45,
45,
45,
45,
45,
45,
46,
46,
47,
48,
51,
52,
54,
55,
55,
55,
57,
60,
61,
61,
61,
63,
66,
68,
70,
72,
72,
73,
75,
75,
75,
76,
76,
77,
80,
83,
84
],
[
1,
2,
7,
9,
30,
41,
72,
83,
3,
4,
5,
6,
8,
10,
12,
11,
13,
14,
16,
15,
17,
25,
29,
18,
19,
24,
20,
21,
23,
22,
26,
27,
28,
31,
33,
32,
34,
38,
40,
35,
37,
36,
39,
42,
44,
43,
45,
70,
46,
51,
54,
60,
66,
68,
47,
50,
48,
49,
52,
53,
55,
56,
57,
59,
58,
61,
62,
63,
65,
64,
67,
69,
71,
73,
75,
74,
76,
80,
82,
77,
79,
78,
81,
84,
85
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4059
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
15,
10028
],
[
68,
10028
],
[
61,
10029
],
[
54,
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,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
18,
10028
],
[
8,
10029
],
[
18,
10028
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
95,
4217
],
[
61,
10029
],
[
54,
10028
],
[
95,
5419
],
[
83,
10028
],
[
67,
159
],
[
61,
4059
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
83,
10028
],
[
67,
159
],
[
61,
4059
],
[
54,
10028
],
[
54,
10028
],
[
95,
6758
],
[
79,
9530
],
[
95,
3247
],
[
79,
10029
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
67,
159
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"deconv",
"elems",
"1d"
]
] | 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",
"x"
],
[
"arg",
"factor"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__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",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"filters"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"kernel_size"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"padding"
],
[
"Str",
"valid"
],
[
"keyword",
"data_format"
],
[
"Str",
"__UNK__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
12,
12,
12,
14,
16,
16,
16,
17,
18,
18,
19,
20,
20,
21,
25,
26,
26,
30,
30,
31,
33,
33,
33,
34,
34,
35,
38,
41,
41,
42,
44,
44,
45,
45,
45,
45,
45,
45,
46,
46,
47,
48,
51,
52,
54,
55,
55,
55,
57,
60,
61,
61,
61,
63,
66,
68,
70,
72,
72,
73,
75,
75,
75,
76,
76,
77,
80,
83,
84
],
[
1,
2,
7,
9,
30,
41,
72,
83,
3,
4,
5,
6,
8,
10,
12,
11,
13,
14,
16,
15,
17,
25,
29,
18,
19,
24,
20,
21,
23,
22,
26,
27,
28,
31,
33,
32,
34,
38,
40,
35,
37,
36,
39,
42,
44,
43,
45,
70,
46,
51,
54,
60,
66,
68,
47,
50,
48,
49,
52,
53,
55,
56,
57,
59,
58,
61,
62,
63,
65,
64,
67,
69,
71,
73,
75,
74,
76,
80,
82,
77,
79,
78,
81,
84,
85
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4059
],
[
92,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
15,
10028
],
[
68,
10028
],
[
61,
10029
],
[
54,
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,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
18,
10028
],
[
8,
10029
],
[
18,
10028
],
[
61,
5535
],
[
54,
10028
],
[
54,
10028
],
[
95,
4217
],
[
61,
10029
],
[
54,
10028
],
[
95,
5419
],
[
83,
10028
],
[
67,
159
],
[
61,
4059
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
83,
10028
],
[
67,
159
],
[
61,
4059
],
[
54,
10028
],
[
54,
10028
],
[
95,
6758
],
[
79,
9530
],
[
95,
3247
],
[
79,
10029
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
67,
159
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"conv",
"elems",
"1d"
]
] | 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",
"x"
],
[
"arg",
"factor"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__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",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"filters"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"kernel_size"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"padding"
],
[
"Str",
"valid"
],
[
"keyword",
"data_format"
],
[
"Str",
"__UNK__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
9,
9,
9,
13,
15,
15,
16,
16,
16,
16,
16,
17,
19,
21,
23,
26,
27,
27,
28,
29,
29,
30,
34,
34,
34,
34,
34,
34,
35,
37,
39,
39,
40,
42,
42,
42,
43,
43,
44,
44,
45,
48,
50,
53,
53,
54,
56,
56,
56,
57,
57,
58,
61,
63,
63,
63,
63,
63,
64,
64,
64,
68,
68,
68,
72,
72,
72,
74,
74,
74,
75,
75,
77,
80,
83,
83,
83,
88,
88,
89,
91,
91,
91,
92,
92,
93,
96,
98,
98,
98,
98,
98,
98,
99,
99,
99,
100,
100,
101,
101,
102,
105,
107,
110,
112,
112,
112,
113,
113,
113,
114,
114,
115,
115,
116,
119,
121,
125,
127,
129,
132,
133,
135,
135,
136,
136,
136,
136,
137,
139,
141,
144,
144,
145,
145,
146,
148,
150,
150,
151,
153,
153,
153,
153,
154,
156,
158,
161,
161,
162,
164,
164,
164,
164,
165,
165,
166,
169,
171,
173,
175,
175,
176,
178,
178,
178,
179,
179,
180,
183,
185,
185,
185,
185,
185,
186,
186,
186,
187,
187,
188,
188,
189,
192,
194,
197,
199,
199,
199,
200,
200,
201,
201,
202,
205,
207,
210,
210,
210,
211,
216,
216,
217,
219,
219,
220,
220,
221,
221,
222,
226,
228,
228,
229,
231,
231,
231,
232,
232,
233,
236,
238,
238,
238,
238,
238,
238,
239,
239,
239,
240,
240,
241,
241,
242,
245,
247,
250,
252,
252,
252,
253,
253,
254,
254,
255,
258,
260,
263,
265,
268,
268,
269,
271,
271,
271,
271,
272,
272,
273,
276,
278,
280,
282,
282,
283,
285,
285,
285,
286,
286,
287,
290,
292,
294,
294,
295,
297,
297,
297,
298,
298,
299,
302,
304,
306,
307,
309,
310,
310,
311,
314,
315,
315,
315,
315,
315,
315,
315,
316,
318,
321,
323,
324,
324,
324,
325,
326,
326,
327,
328,
328,
329,
333,
334,
334,
338,
339,
341,
342
],
[
1,
2,
6,
8,
314,
3,
4,
5,
7,
9,
13,
15,
34,
135,
161,
175,
216,
228,
268,
282,
294,
306,
309,
10,
11,
12,
14,
16,
26,
17,
19,
21,
23,
25,
18,
20,
22,
24,
27,
28,
33,
29,
30,
32,
31,
35,
37,
39,
53,
88,
132,
36,
38,
40,
42,
41,
43,
50,
52,
44,
48,
45,
47,
46,
49,
51,
54,
56,
55,
57,
61,
63,
58,
60,
59,
62,
64,
68,
72,
83,
87,
65,
66,
67,
69,
70,
71,
73,
74,
82,
75,
79,
80,
76,
77,
78,
81,
84,
85,
86,
89,
91,
90,
92,
96,
98,
93,
95,
94,
97,
99,
110,
112,
127,
129,
131,
100,
107,
109,
101,
105,
102,
104,
103,
106,
108,
111,
113,
124,
125,
114,
121,
123,
115,
119,
116,
118,
117,
120,
122,
126,
128,
130,
133,
134,
136,
144,
137,
139,
141,
143,
138,
140,
142,
145,
150,
146,
148,
147,
149,
151,
153,
152,
154,
156,
158,
160,
155,
157,
159,
162,
164,
163,
165,
169,
171,
173,
166,
168,
167,
170,
172,
174,
176,
178,
177,
179,
183,
185,
180,
182,
181,
184,
186,
197,
199,
210,
215,
187,
194,
196,
188,
192,
189,
191,
190,
193,
195,
198,
200,
207,
209,
201,
205,
202,
204,
203,
206,
208,
211,
213,
214,
212,
217,
219,
218,
220,
226,
221,
225,
222,
224,
223,
227,
229,
231,
230,
232,
236,
238,
233,
235,
234,
237,
239,
250,
252,
263,
265,
267,
240,
247,
249,
241,
245,
242,
244,
243,
246,
248,
251,
253,
260,
262,
254,
258,
255,
257,
256,
259,
261,
264,
266,
269,
271,
270,
272,
276,
278,
280,
273,
275,
274,
277,
279,
281,
283,
285,
284,
286,
290,
292,
287,
289,
288,
291,
293,
295,
297,
296,
298,
302,
304,
299,
301,
300,
303,
305,
307,
308,
310,
311,
313,
312,
315,
316,
318,
320,
321,
323,
338,
341,
317,
319,
322,
324,
325,
333,
337,
326,
327,
332,
328,
329,
331,
330,
334,
335,
336,
339,
340,
342,
343
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
2302
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
35,
10029
],
[
93,
10028
],
[
92,
7349
],
[
92,
5399
],
[
92,
9517
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
3438
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
7349
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
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
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
11,
10028
],
[
86,
10028
],
[
85,
10028
],
[
61,
10029
],
[
54,
10028
],
[
58,
10028
],
[
61,
2302
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
32,
10028
],
[
61,
2302
],
[
54,
10028
],
[
61,
2302
],
[
54,
10028
],
[
61,
3438
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
7349
],
[
78,
10028
],
[
61,
5399
],
[
78,
10028
],
[
61,
9517
],
[
78,
10028
],
[
78,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
94,
10028
],
[
61,
8880
],
[
78,
10028
],
[
83,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5730
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
5730
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
11,
10028
],
[
61,
2302
],
[
54,
10028
],
[
70,
10028
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
9757
],
[
78,
10028
],
[
18,
10028
],
[
8,
8461
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
4,
10028
],
[
61,
9757
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9757
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9757
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9757
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
61,
2302
],
[
54,
10028
],
[
61,
2302
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9757
],
[
78,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9757
],
[
54,
10028
],
[
95,
2142
],
[
67,
243
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9757
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
67,
243
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
62,
10028
],
[
95,
2253
],
[
62,
10028
],
[
95,
10029
],
[
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
],
[
95,
2081
],
[
61,
10029
],
[
54,
10028
],
[
95,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
10
],
[
11
],
[
9
],
[
9
],
[
10
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
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
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
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
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
6
],
[
7
],
[
8
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
]
] |
[
[
"local",
"reduction",
"attention"
]
] | 344
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
344
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"block_length"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"q"
],
[
"arg",
"k"
],
[
"arg",
"v"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"depth"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"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__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"BinOp",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"block_length"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__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__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"FloorDiv",
"__NONE__"
],
[
"Name",
"block_length"
],
[
"Load",
"__NONE__"
],
[
"Name",
"block_length"
],
[
"Load",
"__NONE__"
],
[
"Name",
"depth"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"t"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"block_length"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"softmax"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Name",
"block_length"
],
[
"Load",
"__NONE__"
],
[
"Name",
"block_length"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"3"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"3"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"bias"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"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__"
],
[
"keyword",
"attention_type"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
23,
23,
25,
27,
27,
29,
31,
32,
32,
33,
36,
36,
37,
37,
37,
38,
42,
43,
43,
44,
47,
47,
48,
50,
50,
50,
51,
52,
52,
53,
54,
54,
55,
59,
60,
60,
64,
64,
64,
65,
65,
65,
66,
70,
70,
71,
73,
73,
73,
73,
74,
76,
78,
80,
82,
82,
82,
83,
83,
83,
84,
88,
88,
89,
91,
91,
91,
92,
94,
96,
98,
99,
99,
100,
102,
102,
103,
103,
106,
108,
108,
108,
109,
109,
109,
110,
114,
114,
114,
115,
118,
118,
119,
119,
120,
120,
121,
125,
127,
127,
128,
128,
128,
129,
133,
134,
134,
135,
137,
137,
138,
138,
141,
143,
143,
144,
146,
146,
146,
147,
147,
148,
151,
151,
151,
152,
152,
152,
153,
155,
155,
155,
157,
161,
164,
166,
166,
166,
166,
166,
166,
167,
167,
170,
170,
171,
173,
173,
174,
174,
175,
178,
178,
178,
179,
179,
180,
180,
181,
184,
186,
189,
189,
190,
192,
192,
192,
193,
193,
194,
197,
199,
200,
200,
201,
204,
204,
205,
207,
207,
207,
208,
208,
209,
212,
214,
215,
217,
218,
220,
221,
221,
222,
225,
225,
225,
225,
225,
226,
228,
228,
229,
231,
231,
231,
232,
232,
233,
233,
234,
237,
237,
237,
238,
238,
239,
242,
242,
242,
243,
243,
243,
244,
246,
250,
252,
252,
252,
253,
253,
253,
254,
256,
262,
262,
265,
265,
266,
268,
268,
268,
269,
269,
270,
273,
275,
277,
277,
278,
280,
280,
280,
281,
281,
282,
285,
287,
289,
289,
290,
293,
294,
294,
294,
294,
294,
294,
295,
297,
298,
300,
301,
303,
304,
306,
307,
309,
310
],
[
1,
2,
18,
20,
36,
47,
64,
108,
143,
166,
225,
293,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
19,
21,
31,
22,
23,
27,
24,
25,
26,
28,
29,
30,
32,
33,
35,
34,
37,
42,
38,
40,
41,
39,
43,
44,
46,
45,
48,
50,
49,
51,
59,
63,
52,
53,
58,
54,
55,
57,
56,
60,
61,
62,
65,
70,
82,
66,
68,
69,
67,
71,
73,
72,
74,
76,
78,
80,
75,
77,
79,
81,
83,
88,
98,
84,
86,
87,
85,
89,
91,
90,
92,
94,
96,
93,
95,
97,
99,
100,
102,
101,
103,
106,
104,
105,
107,
109,
114,
127,
110,
112,
113,
111,
115,
117,
118,
116,
119,
125,
120,
124,
121,
123,
122,
126,
128,
133,
129,
131,
132,
130,
134,
135,
137,
136,
138,
141,
139,
140,
142,
144,
146,
145,
147,
151,
164,
148,
150,
149,
152,
161,
163,
153,
155,
160,
154,
156,
157,
159,
158,
162,
165,
167,
170,
189,
204,
217,
220,
168,
169,
171,
173,
172,
174,
178,
175,
177,
176,
179,
186,
188,
180,
184,
181,
183,
182,
185,
187,
190,
192,
191,
193,
197,
199,
194,
196,
195,
198,
200,
201,
203,
202,
205,
207,
206,
208,
212,
214,
209,
211,
210,
213,
215,
216,
218,
219,
221,
222,
224,
223,
226,
228,
265,
277,
289,
227,
229,
231,
230,
232,
261,
262,
233,
237,
234,
236,
235,
238,
242,
252,
239,
241,
240,
243,
249,
250,
244,
246,
248,
245,
247,
251,
253,
259,
260,
254,
256,
258,
255,
257,
263,
264,
266,
268,
267,
269,
273,
275,
270,
272,
271,
274,
276,
278,
280,
279,
281,
285,
287,
282,
284,
283,
286,
288,
290,
292,
291,
294,
295,
297,
300,
303,
306,
309,
296,
298,
299,
301,
302,
304,
305,
307,
308,
310,
311
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
2253
],
[
92,
4059
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
79,
6393
],
[
79,
3030
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
15,
10028
],
[
68,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
4059
],
[
54,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
72,
10028
],
[
18,
10028
],
[
61,
802
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
3438
],
[
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
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
4059
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
79,
3030
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
4059
],
[
54,
10028
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
8360
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
65,
10028
],
[
79,
6393
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
9858
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
67,
159
],
[
76,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
35,
10029
],
[
93,
10028
],
[
92,
8880
],
[
92,
2142
],
[
4,
10028
],
[
61,
5558
],
[
78,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8880
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7448
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5558
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2142
],
[
61,
2142
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4703
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
129
],
[
60,
10028
],
[
61,
4059
],
[
54,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
67,
159
],
[
0,
10028
],
[
67,
133
],
[
60,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
179
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2253
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2253
],
[
54,
10028
],
[
95,
2142
],
[
67,
129
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
62,
10028
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
9858
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
2253
],
[
61,
2253
],
[
54,
10028
],
[
95,
10029
],
[
61,
3438
],
[
54,
10028
],
[
95,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
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
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
5
],
[
5
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
]
] |
[
[
"multihead",
"self",
"attention",
"reduced"
]
] | 312
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
312
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"bias"
],
[
"arg",
"factor"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
"none"
],
[
"Str",
"conv"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"NotImplementedError"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"depth"
],
[
"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__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"conv"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sigmoid"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NotEq",
"__NONE__"
],
[
"Str",
"none"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Slice",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"t"
],
[
"arg",
"axis"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"length"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"t"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"range"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"length"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"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"
],
[
"Name",
"axis"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"greater"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"factor"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Add",
"__NONE__"
],
[
"Num",
"0.001"
],
[
"Mult",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1000000000.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"bias"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"depth"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
11,
11,
11,
11,
11,
11,
12,
13,
13,
13,
14,
14,
15,
18,
20,
22,
22,
23,
25,
25,
26,
26,
27,
30,
30,
31,
31,
32,
35,
35,
35,
36,
36,
37,
37,
38,
41,
43,
46,
46,
47,
49,
49,
49,
49,
50,
50,
51,
54,
54,
54,
55,
58,
60,
62,
64,
64,
65,
65,
65,
66,
70,
70,
70,
71,
74,
76,
76,
77,
79,
79,
79,
80,
80,
81,
81,
82,
86,
88,
90,
90,
91,
92,
92,
93,
96,
97,
97,
97,
97,
98,
98,
99,
99,
100,
105,
105,
105,
106,
106,
107,
110,
110,
110,
111,
111,
112,
115,
119,
121,
122,
122,
122,
123,
123,
124,
127,
129
],
[
1,
2,
9,
11,
3,
4,
5,
6,
7,
8,
10,
12,
22,
46,
64,
76,
90,
121,
13,
14,
18,
20,
15,
17,
16,
19,
21,
23,
25,
24,
26,
30,
27,
29,
28,
31,
35,
32,
34,
33,
36,
43,
45,
37,
41,
38,
40,
39,
42,
44,
47,
49,
48,
50,
54,
60,
62,
51,
53,
52,
55,
57,
58,
56,
59,
61,
63,
65,
70,
66,
68,
69,
67,
71,
73,
74,
72,
75,
77,
79,
78,
80,
86,
88,
81,
85,
82,
84,
83,
87,
89,
91,
96,
92,
93,
95,
94,
97,
98,
104,
105,
119,
99,
103,
100,
102,
101,
106,
110,
118,
107,
109,
108,
111,
115,
117,
112,
114,
113,
116,
120,
122,
123,
127,
129,
124,
126,
125,
128,
130
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7349
],
[
92,
5399
],
[
92,
9517
],
[
92,
2253
],
[
92,
6195
],
[
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,
3377
],
[
79,
10029
],
[
4,
10028
],
[
61,
8041
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
5730
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
7349
],
[
54,
10028
],
[
60,
10028
],
[
61,
8041
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
2253
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
9,
10028
],
[
61,
5730
],
[
78,
10028
],
[
0,
10028
],
[
61,
2253
],
[
54,
10028
],
[
4,
10028
],
[
61,
9757
],
[
78,
10028
],
[
18,
10028
],
[
8,
8461
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
40,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4973
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
7117
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9757
],
[
54,
10028
],
[
67,
143
],
[
67,
243
],
[
95,
10029
],
[
67,
159
],
[
73,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9757
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"scaled",
"dot",
"product",
"attention",
"simple"
]
] | 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__"
],
[
"arg",
"q"
],
[
"arg",
"k"
],
[
"arg",
"v"
],
[
"arg",
"bias"
],
[
"arg",
"name"
],
[
"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",
"default_name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"scalar"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"scalar"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"softmax"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"image"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pow"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Num",
"3"
],
[
"keyword",
"__UNK__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"weights"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
16,
18,
18,
19,
21,
21,
21,
22,
23,
23,
24,
25,
25,
26,
30,
31,
31,
35,
35,
35,
36,
36,
36,
37,
41,
42,
42,
42,
43,
43,
43,
44,
47,
51,
51,
52,
54,
54,
54,
55,
58,
60,
60,
60,
60,
60,
60,
60,
60,
61,
61,
61,
61,
61,
61,
68,
70,
70,
71,
73,
73,
73,
73,
73,
74,
74,
75,
78,
80,
82,
84,
86,
86,
87,
89,
89,
89,
90,
90,
91,
94,
96,
97,
99,
99,
100,
102,
102,
102,
103,
103,
104,
107,
109,
110,
112,
112,
113,
116,
116,
116,
117,
119,
119,
120,
122,
124,
124,
124,
124,
124,
125,
126,
126,
127,
127,
128,
131,
131,
131,
132,
132,
132,
133,
137,
137,
138,
141,
143,
143,
144,
146,
146,
146,
146,
146,
147,
147,
148,
148,
149,
153,
155,
155,
155,
156,
158,
159,
164,
164,
165,
165,
165,
165,
166,
168,
170,
173,
173,
173,
173,
174,
174,
175,
178,
181,
183,
183,
184,
186,
186,
186,
186,
186,
187,
189,
191,
193,
195,
197,
197,
197,
198,
201,
201,
201,
201,
201,
202,
202,
203,
203,
204,
208,
210,
210,
210,
211,
213,
214,
219,
220,
222,
222,
223,
225,
225,
225,
228,
228,
228,
229,
231,
234,
234,
234,
235,
235,
237,
239,
239,
240,
242,
244,
244,
244,
244,
244,
245,
245,
245,
246,
249,
251,
251,
252,
254,
254,
254,
255,
257,
258,
261,
261,
261,
261,
262,
262,
262,
262,
262,
262,
262,
270,
272,
272,
272,
272,
272,
272,
272,
272,
272,
272,
272,
272,
272,
273,
274,
274,
275,
275,
276,
279,
279,
280,
283,
283,
284,
286,
286,
286,
286,
286,
287,
287,
288,
291,
293,
295,
297,
299,
299,
300,
302,
302,
302,
303,
303,
304,
307,
309,
310,
312,
312,
313,
315,
315,
315,
316,
316,
317,
320,
322,
323,
325,
325,
326,
328,
330,
330,
331,
333,
335,
335,
336,
338,
340,
340,
341,
344,
344,
344,
345,
347,
347,
348,
350,
352,
352,
352,
352,
352,
352,
352,
352,
352,
352,
353,
354,
354,
355,
355,
356,
359,
361,
361,
362,
364,
364,
364,
364,
364,
365,
365,
366,
366,
367,
371,
373,
373,
373,
374,
376,
377,
382,
382,
383,
383,
383,
383,
384,
386,
388,
391,
391,
391,
391,
392,
392,
393,
396,
399,
401,
401,
402,
404,
404,
404,
404,
404,
405,
407,
409,
411,
413,
415,
415,
416,
418,
418,
418,
418,
418,
419,
419,
420,
420,
421,
425,
427,
427,
427,
428,
430,
431,
436,
436,
437,
437,
437,
437,
438,
440,
442,
445,
445,
445,
445,
446,
446,
447,
450,
451,
451,
452,
455,
456,
456,
456,
456,
457,
459,
459,
459,
460,
462,
463,
466,
466,
466,
467,
469,
470,
474,
475,
475,
476,
479,
479,
479,
480,
483,
485,
486,
486,
487,
487,
488,
491,
493,
494,
494,
495,
495,
496,
499,
501,
501,
502,
504,
504,
504,
504,
505,
507,
509,
512,
512,
513,
515,
515,
516,
516,
517,
520,
522,
522,
523,
525,
525,
526,
526,
527,
530,
532,
532,
533,
534,
534,
535,
535,
536,
539,
541,
541,
542,
542,
542,
542,
543,
545,
547,
550,
550,
550,
550,
551,
551,
552,
555,
556,
556,
557,
560,
561,
561,
561,
561,
562,
564,
566,
569,
570,
570,
571,
574,
575,
575,
575,
575,
575,
575,
575,
576,
578,
580,
582,
582,
583,
583,
584,
587,
589,
591,
594,
594,
595,
595,
596,
599,
601,
601,
601,
602,
602,
602,
602,
602,
602,
609,
610,
610,
610,
610,
610,
610,
610,
611,
613,
615,
617,
619,
621,
623,
625,
625,
625,
625,
626,
626,
627,
630,
631,
633,
635,
637,
637,
638,
638,
638,
639,
641,
642,
645,
647,
647,
648,
648,
648,
649,
653,
653,
654,
656,
656,
656,
657,
657,
658,
661,
664,
664,
664,
664,
664,
665,
666,
666,
666,
666,
667,
667,
668,
671,
673,
675,
676,
676,
677,
680,
680,
680,
680,
680,
681,
681,
681,
682,
686,
686,
687,
687,
687,
687,
687,
688,
690,
692,
694,
697,
697,
698,
700,
702,
702,
703,
705,
705,
705,
705,
706,
706,
707,
711,
711,
711,
711,
711,
712,
715,
717,
717,
717,
720,
723,
724,
724,
725,
725,
726,
729,
730,
730,
730,
731,
734,
734,
737,
737,
738,
740,
740,
740,
740,
741,
741,
742,
746,
746,
746,
746,
746,
747,
750,
752,
755,
756,
756,
757,
757,
758,
761,
762,
762,
762,
763,
763,
763,
764,
767,
770,
770,
773,
773,
774,
774,
774,
775,
777,
780,
780,
781,
781,
782,
785,
787,
787,
788,
790,
790,
790,
790,
790,
790,
790,
791,
793,
795,
797,
799,
801,
803,
805,
806,
806,
807,
807,
808,
811,
812,
812,
813,
816,
817
],
[
1,
2,
16,
18,
35,
60,
222,
234,
647,
664,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
17,
19,
21,
20,
22,
30,
34,
23,
24,
29,
25,
26,
28,
27,
31,
32,
33,
36,
41,
51,
37,
39,
40,
38,
42,
43,
49,
50,
44,
46,
47,
45,
48,
52,
54,
53,
55,
57,
58,
56,
59,
61,
68,
70,
86,
99,
112,
116,
219,
62,
63,
64,
65,
66,
67,
69,
71,
73,
72,
74,
78,
80,
82,
84,
75,
77,
76,
79,
81,
83,
85,
87,
89,
88,
90,
94,
96,
91,
93,
92,
95,
97,
98,
100,
102,
101,
103,
107,
109,
104,
106,
105,
108,
110,
111,
113,
115,
114,
117,
119,
124,
118,
120,
122,
121,
123,
125,
143,
164,
183,
197,
126,
127,
131,
128,
130,
129,
132,
137,
141,
133,
135,
136,
134,
138,
140,
139,
142,
144,
146,
145,
147,
153,
155,
162,
163,
148,
152,
149,
151,
150,
154,
156,
158,
161,
157,
159,
160,
165,
173,
166,
168,
170,
172,
167,
169,
171,
174,
178,
180,
181,
175,
177,
176,
179,
182,
184,
186,
185,
187,
189,
191,
193,
195,
188,
190,
192,
194,
196,
198,
200,
201,
199,
202,
208,
210,
217,
218,
203,
207,
204,
206,
205,
209,
211,
213,
216,
212,
214,
215,
220,
221,
223,
225,
224,
226,
227,
228,
229,
231,
233,
230,
232,
235,
239,
244,
236,
237,
238,
240,
242,
241,
243,
245,
251,
261,
601,
637,
246,
248,
249,
247,
250,
252,
254,
253,
255,
257,
260,
256,
258,
259,
262,
270,
272,
594,
263,
264,
265,
266,
267,
268,
269,
271,
273,
283,
299,
312,
325,
330,
335,
340,
344,
512,
522,
532,
574,
274,
275,
279,
276,
278,
277,
280,
282,
281,
284,
286,
285,
287,
291,
293,
295,
297,
288,
290,
289,
292,
294,
296,
298,
300,
302,
301,
303,
307,
309,
304,
306,
305,
308,
310,
311,
313,
315,
314,
316,
320,
322,
317,
319,
318,
321,
323,
324,
326,
328,
327,
329,
331,
333,
332,
334,
336,
338,
337,
339,
341,
343,
342,
345,
347,
352,
346,
348,
350,
349,
351,
353,
361,
382,
401,
415,
436,
479,
485,
493,
501,
354,
355,
359,
356,
358,
357,
360,
362,
364,
363,
365,
371,
373,
380,
381,
366,
370,
367,
369,
368,
372,
374,
376,
379,
375,
377,
378,
383,
391,
384,
386,
388,
390,
385,
387,
389,
392,
396,
398,
399,
393,
395,
394,
397,
400,
402,
404,
403,
405,
407,
409,
411,
413,
406,
408,
410,
412,
414,
416,
418,
417,
419,
425,
427,
434,
435,
420,
424,
421,
423,
422,
426,
428,
430,
433,
429,
431,
432,
437,
445,
438,
440,
442,
444,
439,
441,
443,
446,
450,
455,
474,
447,
449,
448,
451,
452,
454,
453,
456,
457,
459,
466,
473,
458,
460,
462,
465,
461,
463,
464,
467,
469,
472,
468,
470,
471,
475,
476,
478,
477,
480,
482,
483,
481,
484,
486,
487,
491,
488,
490,
489,
492,
494,
495,
499,
496,
498,
497,
500,
502,
504,
503,
505,
507,
509,
511,
506,
508,
510,
513,
515,
514,
516,
520,
517,
519,
518,
521,
523,
525,
524,
526,
530,
527,
529,
528,
531,
533,
541,
534,
535,
539,
536,
538,
537,
540,
542,
550,
543,
545,
547,
549,
544,
546,
548,
551,
555,
560,
569,
552,
554,
553,
556,
557,
559,
558,
561,
562,
564,
566,
568,
563,
565,
567,
570,
571,
573,
572,
575,
576,
578,
580,
582,
589,
591,
593,
577,
579,
581,
583,
587,
584,
586,
585,
588,
590,
592,
595,
599,
596,
598,
597,
600,
602,
609,
625,
603,
604,
605,
606,
607,
608,
610,
611,
613,
615,
617,
619,
621,
623,
612,
614,
616,
618,
620,
622,
624,
626,
630,
633,
635,
627,
629,
628,
631,
632,
634,
636,
638,
645,
639,
641,
644,
640,
642,
643,
646,
648,
653,
649,
651,
652,
650,
654,
656,
655,
657,
661,
663,
658,
660,
659,
662,
665,
680,
787,
805,
816,
666,
667,
671,
673,
675,
668,
670,
669,
672,
674,
676,
677,
679,
678,
681,
686,
702,
737,
773,
682,
684,
685,
683,
687,
697,
688,
690,
692,
694,
696,
689,
691,
693,
695,
698,
700,
699,
701,
703,
705,
704,
706,
710,
711,
723,
707,
709,
708,
712,
714,
715,
717,
722,
713,
716,
718,
719,
720,
721,
724,
725,
729,
726,
728,
727,
730,
731,
733,
734,
732,
735,
736,
738,
740,
739,
741,
745,
746,
755,
742,
744,
743,
747,
749,
750,
752,
754,
748,
751,
753,
756,
757,
761,
758,
760,
759,
762,
763,
769,
770,
764,
766,
767,
765,
768,
771,
772,
774,
780,
775,
777,
779,
776,
778,
781,
785,
782,
784,
783,
786,
788,
790,
789,
791,
793,
795,
797,
799,
801,
803,
792,
794,
796,
798,
800,
802,
804,
806,
807,
811,
808,
810,
809,
812,
813,
815,
814,
817,
818
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
2253
],
[
92,
6459
],
[
92,
10029
],
[
92,
3852
],
[
92,
10029
],
[
92,
10029
],
[
92,
6195
],
[
62,
10028
],
[
67,
208
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
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
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
3,
10028
],
[
20,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
58,
10028
],
[
61,
6459
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
61,
6459
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
6171
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
3852
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6442
],
[
61,
6459
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6442
],
[
61,
6459
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
67,
129
],
[
33,
10028
],
[
61,
4747
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6459
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
4747
],
[
54,
10028
],
[
38,
10028
],
[
67,
129
],
[
52,
10028
],
[
61,
9921
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
2851
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6171
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4747
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
991
],
[
4,
10028
],
[
83,
10028
],
[
61,
7349
],
[
78,
10028
],
[
61,
5399
],
[
78,
10028
],
[
61,
9517
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8543
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2851
],
[
54,
10028
],
[
67,
243
],
[
95,
2142
],
[
67,
215
],
[
4,
10028
],
[
61,
6495
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
9921
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6495
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4747
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
991
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
],
[
4,
10028
],
[
61,
5420
],
[
78,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
83,
10028
],
[
61,
6459
],
[
54,
10028
],
[
61,
3852
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
5420
],
[
54,
10028
],
[
44,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
5420
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
3689
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
3689
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6171
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
3852
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6442
],
[
61,
6459
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6442
],
[
61,
6459
],
[
54,
10028
],
[
4,
10028
],
[
61,
3437
],
[
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,
3586
],
[
78,
10028
],
[
67,
129
],
[
33,
10028
],
[
61,
4747
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6459
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3437
],
[
54,
10028
],
[
4,
10028
],
[
61,
2851
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6171
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4747
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
991
],
[
4,
10028
],
[
83,
10028
],
[
61,
7349
],
[
78,
10028
],
[
61,
5399
],
[
78,
10028
],
[
61,
9517
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8543
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2851
],
[
54,
10028
],
[
67,
243
],
[
95,
2142
],
[
67,
215
],
[
4,
10028
],
[
61,
6495
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
7349
],
[
54,
10028
],
[
61,
5399
],
[
54,
10028
],
[
61,
9517
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
6495
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4747
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
79,
991
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
4692
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
9964
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
9909
],
[
52,
10028
],
[
61,
6171
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4747
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4747
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
52,
10028
],
[
61,
3689
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
3586
],
[
78,
10028
],
[
0,
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,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
3437
],
[
78,
10028
],
[
52,
10028
],
[
61,
3586
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3437
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
3687
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
4692
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
9964
],
[
52,
10028
],
[
61,
6171
],
[
54,
10028
],
[
54,
10028
],
[
95,
9909
],
[
52,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
52,
10028
],
[
61,
3586
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
3687
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
4444
],
[
54,
10028
],
[
54,
10028
],
[
95,
2884
],
[
62,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
73,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
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,
4444
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
2884
],
[
62,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
5420
],
[
54,
10028
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
2253
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
2253
],
[
78,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2253
],
[
54,
10028
],
[
67,
159
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
95,
3377
],
[
79,
10029
],
[
95,
9550
],
[
52,
10028
],
[
61,
9858
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
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,
5631
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
52,
10028
],
[
61,
6459
],
[
54,
10028
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
67,
243
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
70,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
148
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
52,
10028
],
[
61,
6459
],
[
54,
10028
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
61,
6459
],
[
54,
10028
],
[
70,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
148
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2253
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9921
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4595
],
[
61,
9858
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
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
],
[
1
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
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
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
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
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
10
],
[
10
],
[
11
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
13
],
[
11
],
[
10
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
13
],
[
14
],
[
13
],
[
14
],
[
15
],
[
13
],
[
12
],
[
13
],
[
14
],
[
13
],
[
14
],
[
15
],
[
13
],
[
12
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
12
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
10
],
[
11
],
[
11
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
11
],
[
12
],
[
10
],
[
10
],
[
11
],
[
11
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
]
] |
[
[
"multihead",
"self",
"attention",
"memory",
"efficient"
]
] | 819
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
819
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"bias"
],
[
"arg",
"num_heads"
],
[
"arg",
"__UNK__"
],
[
"arg",
"epsilon"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"name"
],
[
"NameConstant",
"__NONE__"
],
[
"Num",
"1e-06"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"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__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"n"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"For",
"__NONE__"
],
[
"Name",
"h"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"0"
],
[
"List",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"combined"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"n"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"SAME"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"combined"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"o"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"o"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"SAME"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"key"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"dy"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"dy"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"n"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"deps"
],
[
"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",
"dn"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"For",
"__NONE__"
],
[
"Name",
"h"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"deps"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"combined"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"n"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"SAME"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"q"
],
[
"Store",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Name",
"v"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"combined"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"keyword",
"axis"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"o"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"q"
],
[
"Load",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"Name",
"v"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"o"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Str",
"SAME"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"gradients"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"ys"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"xs"
],
[
"List",
"__NONE__"
],
[
"Name",
"n"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"h"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Name",
"dy"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"dn"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__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",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"deps"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"dn"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"control_dependencies"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"deps"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"dx"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"gradients"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"ys"
],
[
"List",
"__NONE__"
],
[
"Name",
"n"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"xs"
],
[
"List",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Name",
"dn"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"dx"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"function"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"compiled"
],
[
"NameConstant",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"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",
"function"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"compiled"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"default_name"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"values"
],
[
"List",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"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",
"list"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"3"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"0.5"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Pow",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"0.5"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"bias"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
11,
11,
12,
12,
12,
13,
13,
14,
16,
18,
22,
22,
23,
26,
27,
27,
28,
28,
28,
29,
29,
29,
30,
34,
34,
38,
38,
39,
41
],
[
1,
2,
5,
7,
26,
3,
4,
6,
8,
10,
9,
11,
22,
12,
21,
13,
18,
20,
14,
16,
15,
17,
19,
23,
25,
24,
27,
28,
38,
29,
34,
37,
30,
32,
33,
31,
35,
36,
39,
41,
40,
42
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
4911
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
2278
],
[
78,
10028
],
[
18,
10028
],
[
8,
9982
],
[
81,
10028
],
[
18,
10028
],
[
61,
2257
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
76,
10028
],
[
67,
215
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
53,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
2151
],
[
54,
10028
],
[
28,
10028
],
[
79,
129
],
[
86,
10028
],
[
85,
10028
],
[
67,
160
],
[
67,
160
],
[
94,
10028
],
[
61,
2151
],
[
78,
10028
],
[
61,
2278
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"idx",
"to",
"bits"
]
] | 43
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
43
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"i"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"bits"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zfill"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"bin"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"b"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"0"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Num",
"1.0"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"b"
],
[
"Store",
"__NONE__"
],
[
"Name",
"bits"
],
[
"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,
21,
21,
22,
25,
27,
27,
28,
31,
31,
32,
34,
34,
35,
35,
36,
39,
41,
41,
42,
44,
44,
44,
45,
45,
45,
45,
46,
46,
47,
50,
52,
52,
53,
56,
59,
59,
60,
63,
63,
64,
66,
66,
66,
67,
67,
68,
71,
73,
74,
74,
77,
77,
78,
80,
80,
80,
81,
81,
82,
85,
87,
87,
88,
91,
92
],
[
1,
2,
5,
7,
17,
31,
41,
63,
77,
91,
3,
4,
6,
8,
10,
9,
11,
15,
12,
14,
13,
16,
18,
20,
19,
21,
25,
27,
22,
24,
23,
26,
28,
30,
29,
32,
34,
33,
35,
39,
36,
38,
37,
40,
42,
44,
43,
45,
58,
59,
46,
50,
52,
56,
47,
49,
48,
51,
53,
55,
54,
57,
60,
62,
61,
64,
66,
65,
67,
71,
73,
68,
70,
69,
72,
74,
75,
76,
78,
80,
79,
81,
85,
87,
82,
84,
83,
86,
88,
90,
89,
92,
93
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
9858
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
8691
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
8361
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
5855
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
1978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
6568
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
9858
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"get",
"gates"
]
] | 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",
"self"
],
[
"arg",
"x"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stop_gradient"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"matmul"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"argmax"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"one_hot"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
12,
13,
13,
13,
14,
14,
15,
19,
20,
22,
22,
23,
25,
25,
26,
29,
29,
30,
32,
32,
32,
32,
32,
32,
32,
33,
33,
34,
34,
35,
39,
41,
44,
46,
47,
47,
48,
48,
49,
53,
55,
55,
56,
58,
58,
59,
59,
60,
60,
61,
61,
62,
67,
69,
69,
70,
72,
72,
72,
72,
72,
72,
72,
73,
73,
74,
74,
75,
79,
81,
84,
86,
87,
87,
88,
88,
89,
93,
95,
95,
96,
98,
98,
98,
98,
98,
99,
99,
100,
100,
101,
105,
107,
107,
107,
107,
107,
113,
113,
113,
113,
113,
120,
120,
121,
123,
123,
123,
124,
124,
125,
125,
126,
130,
132,
132,
133,
136,
136,
137,
139,
139,
140,
140,
141,
141,
142,
142,
143,
148,
150,
151,
151,
152,
152,
153,
156,
158,
158,
159,
161,
161,
161,
161,
161,
161,
161,
162,
162,
163,
163,
164,
168,
170,
170,
170,
171,
176,
178,
179,
179,
180,
180,
181,
185,
187,
187,
188,
190,
190,
190,
190,
190,
190,
190,
191,
191,
192,
192,
193,
197,
199,
199,
199,
200,
205,
207,
208,
208,
209,
209,
210,
214,
216,
216,
217,
219,
219,
219,
219,
219,
220,
220,
221,
221,
222,
226,
228,
228,
228,
228,
228,
234,
234,
234,
234,
234,
241,
241,
242,
244,
244,
244,
245,
245,
246,
246,
247,
251,
253,
253,
254,
257,
257,
258,
260,
260,
261,
261,
262,
262,
263,
263,
264,
269,
271,
272,
272,
273,
273,
274,
277,
279,
279,
280,
282,
282,
282,
282,
282,
282,
282,
283,
283,
284,
284,
285,
289,
291,
291,
291,
292,
297,
299,
300,
300,
301,
301,
302,
306,
308,
308,
309,
311,
311,
311,
311,
311,
311,
311,
312,
312,
313,
313,
314,
318,
320,
320,
320,
321,
326,
328,
329,
329,
330,
330,
331,
335,
337,
337,
338,
340,
340,
340,
340,
340,
340,
340,
341,
341,
342,
342,
343,
347,
349,
349,
349,
350,
355,
357,
358,
358,
359,
359,
360,
364,
366,
366,
367,
369,
369,
369,
369,
369,
370,
370,
371,
371,
372,
376,
378,
378,
378,
378,
378,
384,
384,
384,
384,
384,
391,
392,
392,
392,
393,
395
],
[
1,
2,
9,
11,
3,
4,
5,
6,
7,
8,
10,
12,
22,
29,
55,
69,
95,
120,
136,
150,
158,
187,
216,
241,
257,
271,
279,
308,
337,
366,
391,
13,
14,
18,
19,
15,
17,
16,
20,
21,
23,
25,
24,
26,
28,
27,
30,
32,
31,
33,
39,
41,
43,
44,
46,
53,
34,
38,
35,
37,
36,
40,
42,
45,
47,
48,
52,
49,
51,
50,
54,
56,
58,
57,
59,
67,
60,
66,
61,
65,
62,
64,
63,
68,
70,
72,
71,
73,
79,
81,
83,
84,
86,
93,
74,
78,
75,
77,
76,
80,
82,
85,
87,
88,
92,
89,
91,
90,
94,
96,
98,
97,
99,
105,
107,
113,
119,
100,
104,
101,
103,
102,
106,
108,
109,
110,
111,
112,
114,
115,
116,
117,
118,
121,
123,
122,
124,
130,
132,
125,
129,
126,
128,
127,
131,
133,
135,
134,
137,
139,
138,
140,
148,
141,
147,
142,
146,
143,
145,
144,
149,
151,
152,
156,
153,
155,
154,
157,
159,
161,
160,
162,
168,
170,
175,
176,
178,
185,
163,
167,
164,
166,
165,
169,
171,
173,
174,
172,
177,
179,
180,
184,
181,
183,
182,
186,
188,
190,
189,
191,
197,
199,
204,
205,
207,
214,
192,
196,
193,
195,
194,
198,
200,
202,
203,
201,
206,
208,
209,
213,
210,
212,
211,
215,
217,
219,
218,
220,
226,
228,
234,
240,
221,
225,
222,
224,
223,
227,
229,
230,
231,
232,
233,
235,
236,
237,
238,
239,
242,
244,
243,
245,
251,
253,
246,
250,
247,
249,
248,
252,
254,
256,
255,
258,
260,
259,
261,
269,
262,
268,
263,
267,
264,
266,
265,
270,
272,
273,
277,
274,
276,
275,
278,
280,
282,
281,
283,
289,
291,
296,
297,
299,
306,
284,
288,
285,
287,
286,
290,
292,
294,
295,
293,
298,
300,
301,
305,
302,
304,
303,
307,
309,
311,
310,
312,
318,
320,
325,
326,
328,
335,
313,
317,
314,
316,
315,
319,
321,
323,
324,
322,
327,
329,
330,
334,
331,
333,
332,
336,
338,
340,
339,
341,
347,
349,
354,
355,
357,
364,
342,
346,
343,
345,
344,
348,
350,
352,
353,
351,
356,
358,
359,
363,
360,
362,
361,
365,
367,
369,
368,
370,
376,
378,
384,
390,
371,
375,
372,
374,
373,
377,
379,
380,
381,
382,
383,
385,
386,
387,
388,
389,
392,
393,
395,
397,
394,
396
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
7831
],
[
92,
4875
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
95,
7831
],
[
61,
7831
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
52,
10028
],
[
61,
9858
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
79,
991
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
79,
991
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
215
],
[
67,
159
],
[
54,
10028
],
[
79,
991
],
[
73,
10028
],
[
83,
10028
],
[
61,
3771
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
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
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
]
] |
[
[
"van",
"image",
"enc",
"2d"
]
] | 398
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
398
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"reuse"
],
[
"arg",
"hparams"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"reuse"
],
[
"Name",
"reuse"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Str",
"SAME"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Str",
"SAME"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Str",
"SAME"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"enc"
],
[
"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,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
11,
11,
11,
12,
12,
13,
17,
18,
20,
20,
21,
24,
24,
25,
28,
28,
29,
31,
31,
32,
32,
33,
33,
34,
38,
40,
40,
41,
43,
43,
43,
43,
44,
44,
45,
45,
46,
50,
52,
52,
52,
53,
53,
53,
54,
57,
60,
62,
62,
63,
63,
64,
68,
68,
69,
71,
71,
72,
72,
73,
73,
74,
74,
75,
80,
82,
82,
83,
85,
85,
85,
86,
86,
87,
90,
92,
92,
92,
92,
92,
93,
93,
96,
98,
100,
103,
103,
104,
106,
106,
106,
106,
106,
106,
106,
107,
107,
108,
108,
109,
113,
115,
118,
120,
121,
121,
122,
122,
123,
127,
129,
129,
130,
132,
132,
133,
133,
134,
134,
135,
135,
136,
141,
143,
143,
144,
146,
146,
146,
146,
146,
146,
146,
147,
147,
148,
148,
149,
153,
155,
155,
155,
156,
161,
163,
164,
164,
165,
165,
166,
170,
172,
172,
173,
175,
175,
175,
176,
176,
177,
180,
182,
182,
182,
183,
183,
186,
186,
186,
187,
187,
187,
188,
188,
188,
189,
189,
189,
190,
190,
190,
191,
196,
201,
206,
206,
207,
209,
209,
209,
209,
209,
209,
209,
210,
210,
211,
211,
212,
216,
218,
218,
218,
219,
224,
226,
227,
227,
228,
228,
229,
233,
235,
235,
236,
238,
238,
239,
239,
240,
240,
241,
241,
242,
247,
249,
249,
250,
252,
252,
252,
252,
252,
252,
252,
253,
253,
254,
254,
255,
259,
261,
261,
261,
262,
267,
269,
270,
270,
271,
271,
272,
276,
278,
278,
279,
281,
281,
281,
282,
282,
283,
286,
288,
288,
288,
289,
289,
292,
292,
292,
293,
293,
293,
294,
294,
294,
295,
295,
295,
296,
296,
296,
297,
302,
307,
312,
312,
313,
315,
315,
315,
316,
316,
317,
320,
320,
320,
320,
321,
323,
325,
329,
330,
330,
330,
331,
333
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
20,
24,
28,
40,
68,
82,
103,
129,
143,
172,
206,
235,
249,
278,
312,
329,
11,
12,
16,
17,
13,
15,
14,
18,
19,
21,
23,
22,
25,
27,
26,
29,
31,
30,
32,
38,
33,
37,
34,
36,
35,
39,
41,
43,
42,
44,
50,
52,
62,
45,
49,
46,
48,
47,
51,
53,
59,
60,
54,
56,
57,
55,
58,
61,
63,
67,
64,
66,
65,
69,
71,
70,
72,
80,
73,
79,
74,
78,
75,
77,
76,
81,
83,
85,
84,
86,
90,
92,
87,
89,
88,
91,
93,
96,
98,
100,
102,
94,
95,
97,
99,
101,
104,
106,
105,
107,
113,
115,
117,
118,
120,
127,
108,
112,
109,
111,
110,
114,
116,
119,
121,
122,
126,
123,
125,
124,
128,
130,
132,
131,
133,
141,
134,
140,
135,
139,
136,
138,
137,
142,
144,
146,
145,
147,
153,
155,
160,
161,
163,
170,
148,
152,
149,
151,
150,
154,
156,
158,
159,
157,
162,
164,
165,
169,
166,
168,
167,
171,
173,
175,
174,
176,
180,
182,
177,
179,
178,
181,
183,
186,
205,
184,
185,
187,
203,
204,
188,
200,
201,
189,
198,
199,
190,
195,
196,
191,
193,
194,
192,
197,
202,
207,
209,
208,
210,
216,
218,
223,
224,
226,
233,
211,
215,
212,
214,
213,
217,
219,
221,
222,
220,
225,
227,
228,
232,
229,
231,
230,
234,
236,
238,
237,
239,
247,
240,
246,
241,
245,
242,
244,
243,
248,
250,
252,
251,
253,
259,
261,
266,
267,
269,
276,
254,
258,
255,
257,
256,
260,
262,
264,
265,
263,
268,
270,
271,
275,
272,
274,
273,
277,
279,
281,
280,
282,
286,
288,
283,
285,
284,
287,
289,
292,
311,
290,
291,
293,
309,
310,
294,
306,
307,
295,
304,
305,
296,
301,
302,
297,
299,
300,
298,
303,
308,
313,
315,
314,
316,
320,
328,
317,
319,
318,
321,
323,
325,
327,
322,
324,
326,
330,
331,
333,
335,
332,
334
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
7831
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
95,
7831
],
[
61,
7831
],
[
54,
10028
],
[
4,
10028
],
[
61,
1654
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
61,
2151
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
61,
1654
],
[
54,
10028
],
[
60,
10028
],
[
61,
2151
],
[
54,
10028
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
61,
1654
],
[
54,
10028
],
[
61,
2151
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
1654
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
60,
10028
],
[
61,
2151
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
1654
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
60,
10028
],
[
61,
2151
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
73,
10028
],
[
83,
10028
],
[
61,
3771
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
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
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
11
],
[
10
],
[
10
],
[
11
],
[
9
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
11
],
[
10
],
[
10
],
[
11
],
[
9
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
]
] |
[
[
"van",
"enc",
"2d"
]
] | 336
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
336
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"reuse"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"reuse"
],
[
"Name",
"reuse"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"a"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"b"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"b"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Name",
"b"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"b"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"a"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"b"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
9,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
12,
13,
13,
14,
14,
15,
19,
19,
20,
22,
22,
22,
22,
22,
22,
22,
23,
23,
24,
24,
25,
29,
31,
31,
31,
32,
37,
39,
40,
40,
41,
41,
42,
46,
48,
48,
49,
51,
51,
51,
52,
52,
53,
53,
54,
58,
60,
60,
61,
64,
64,
65,
67,
67,
68,
68,
69,
69,
70,
70,
71,
76,
78,
78,
79,
81,
81,
81,
81,
81,
81,
81,
82,
82,
83,
83,
84,
88,
90,
90,
90,
91,
96,
98,
99,
99,
100,
100,
101,
105,
107,
107,
108,
110,
110,
110,
111,
111,
112,
112,
113,
117,
119,
119,
120,
123,
123,
124,
126,
126,
126,
126,
126,
126,
126,
127,
127,
128,
128,
129,
133,
135,
135,
135,
136,
141,
143,
144,
144,
145,
145,
146,
150,
152,
152,
153,
155,
155,
155,
156,
156,
157,
157,
158,
162,
164,
164,
165,
168,
168,
169,
171,
171,
172,
172,
173,
173,
174,
174,
175,
180,
182,
182,
183,
185,
185,
185,
185,
185,
185,
185,
186,
186,
187,
187,
188,
192,
194,
194,
194,
195,
200,
202,
203,
203,
204,
204,
205,
209,
211,
211,
212,
214,
214,
214,
215,
215,
216,
216,
217,
221,
223,
223,
224,
227,
227,
228,
230,
230,
230,
230,
230,
230,
230,
231,
231,
232,
232,
233,
237,
239,
242,
244,
245,
245,
246,
246,
247,
251,
253,
253,
254,
256,
256,
256,
257,
257,
258,
258,
259,
263,
265,
265,
266,
269,
269,
270,
272,
272,
273,
273,
274,
274,
275,
275,
276,
281,
283,
283,
284,
286,
286,
286,
286,
286,
286,
286,
287,
287,
288,
288,
289,
293,
295,
295,
295,
296,
296,
296,
297,
299,
305,
307,
308,
308,
309,
309,
310,
314,
316,
316,
317,
319,
319,
319,
320,
320,
321,
321,
322,
326,
328,
328,
329,
332,
332,
333,
335,
335,
335,
335,
335,
335,
335,
336,
336,
337,
337,
338,
342,
344,
344,
344,
345,
345,
345,
346,
348,
354,
356,
358,
360,
360,
361,
363,
363,
364,
364,
365,
365,
366,
370,
370,
370,
371,
373,
373,
373,
373,
377,
377,
381,
381,
382,
384,
384,
384,
385,
387,
387,
387,
387,
391,
394,
395,
395,
395,
396,
396,
396,
397,
400,
403,
403,
403,
404,
404,
404,
405,
407,
411,
411,
411,
414
],
[
1,
2,
9,
11,
3,
4,
5,
6,
7,
8,
10,
12,
19,
48,
64,
78,
107,
123,
152,
168,
182,
211,
227,
253,
269,
283,
316,
332,
360,
381,
394,
13,
14,
18,
15,
17,
16,
20,
22,
21,
23,
29,
31,
36,
37,
39,
46,
24,
28,
25,
27,
26,
30,
32,
34,
35,
33,
38,
40,
41,
45,
42,
44,
43,
47,
49,
51,
50,
52,
58,
60,
53,
57,
54,
56,
55,
59,
61,
63,
62,
65,
67,
66,
68,
76,
69,
75,
70,
74,
71,
73,
72,
77,
79,
81,
80,
82,
88,
90,
95,
96,
98,
105,
83,
87,
84,
86,
85,
89,
91,
93,
94,
92,
97,
99,
100,
104,
101,
103,
102,
106,
108,
110,
109,
111,
117,
119,
112,
116,
113,
115,
114,
118,
120,
122,
121,
124,
126,
125,
127,
133,
135,
140,
141,
143,
150,
128,
132,
129,
131,
130,
134,
136,
138,
139,
137,
142,
144,
145,
149,
146,
148,
147,
151,
153,
155,
154,
156,
162,
164,
157,
161,
158,
160,
159,
163,
165,
167,
166,
169,
171,
170,
172,
180,
173,
179,
174,
178,
175,
177,
176,
181,
183,
185,
184,
186,
192,
194,
199,
200,
202,
209,
187,
191,
188,
190,
189,
193,
195,
197,
198,
196,
201,
203,
204,
208,
205,
207,
206,
210,
212,
214,
213,
215,
221,
223,
216,
220,
217,
219,
218,
222,
224,
226,
225,
228,
230,
229,
231,
237,
239,
241,
242,
244,
251,
232,
236,
233,
235,
234,
238,
240,
243,
245,
246,
250,
247,
249,
248,
252,
254,
256,
255,
257,
263,
265,
258,
262,
259,
261,
260,
264,
266,
268,
267,
270,
272,
271,
273,
281,
274,
280,
275,
279,
276,
278,
277,
282,
284,
286,
285,
287,
293,
295,
304,
305,
307,
314,
288,
292,
289,
291,
290,
294,
296,
302,
303,
297,
299,
301,
298,
300,
306,
308,
309,
313,
310,
312,
311,
315,
317,
319,
318,
320,
326,
328,
321,
325,
322,
324,
323,
327,
329,
331,
330,
333,
335,
334,
336,
342,
344,
353,
354,
356,
358,
337,
341,
338,
340,
339,
343,
345,
351,
352,
346,
348,
350,
347,
349,
355,
357,
359,
361,
363,
362,
364,
370,
365,
369,
366,
368,
367,
371,
373,
380,
372,
374,
375,
376,
377,
378,
379,
382,
384,
383,
385,
387,
393,
386,
388,
389,
390,
391,
392,
395,
396,
402,
403,
397,
399,
400,
398,
401,
404,
410,
411,
405,
407,
409,
406,
408,
412,
413,
414,
415
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
6707
],
[
92,
10029
],
[
92,
4875
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
215
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
215
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
6707
],
[
54,
10028
],
[
45,
10028
],
[
67,
243
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
215
],
[
4,
10028
],
[
61,
3346
],
[
78,
10028
],
[
18,
10028
],
[
8,
3649
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3346
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
6707
],
[
54,
10028
],
[
45,
10028
],
[
67,
243
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
67,
243
],
[
95,
8723
],
[
67,
159
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
62,
10028
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
8360
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
76,
10028
],
[
76,
10028
],
[
67,
243
],
[
67,
263
],
[
54,
10028
],
[
4,
10028
],
[
61,
6656
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
76,
10028
],
[
76,
10028
],
[
67,
243
],
[
54,
10028
],
[
73,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
6656
],
[
54,
10028
],
[
60,
10028
],
[
61,
5835
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
67,
159
],
[
80,
10028
],
[
61,
5835
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
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
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
7
],
[
8
],
[
8
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
7
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
]
] |
[
[
"van",
"dec",
"2d"
]
] | 416
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
416
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"output_shape"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"output_shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dropout"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dec"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"output_shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"3"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"sigmoid"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"3"
],
[
"Num",
"4"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"out"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"out"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
11,
11,
12,
12,
13,
17,
17,
18,
20,
20,
20,
21,
24,
26,
26,
27,
29,
29,
29,
29,
29,
29,
29,
30,
30,
31,
31,
32,
36,
38,
38,
38,
39,
44,
46,
47,
47,
48,
48,
49,
53,
55,
55,
56,
58,
58,
58,
58,
58,
58,
58,
59,
59,
60,
60,
61,
65,
67,
67,
67,
68,
73,
75,
76,
76,
77,
77,
78,
82,
84,
84,
85,
87,
87,
87,
88,
88,
89,
92,
92,
92,
93,
95,
99,
99,
100,
102,
102,
102,
102,
102,
102,
102,
103,
103,
104,
104,
105,
109,
111,
111,
111,
112,
117,
119,
120,
120,
121,
121,
122,
126,
128,
128,
129,
131,
131,
132,
132,
133,
133,
134,
134,
135,
140,
142,
142,
143,
145,
145,
145,
145,
145,
145,
145,
146,
146,
147,
147,
148,
152,
154,
154,
154,
155,
160,
162,
163,
163,
164,
164,
165,
169,
171,
172,
172,
172,
172,
172,
172,
172,
173,
173,
174,
174,
175,
179,
181,
181,
181,
182,
187,
189,
190,
190,
191,
191,
192,
196
],
[
1,
2,
7,
9,
3,
4,
5,
6,
8,
10,
17,
26,
55,
84,
99,
128,
142,
171,
11,
12,
16,
13,
15,
14,
18,
20,
19,
21,
23,
24,
22,
25,
27,
29,
28,
30,
36,
38,
43,
44,
46,
53,
31,
35,
32,
34,
33,
37,
39,
41,
42,
40,
45,
47,
48,
52,
49,
51,
50,
54,
56,
58,
57,
59,
65,
67,
72,
73,
75,
82,
60,
64,
61,
63,
62,
66,
68,
70,
71,
69,
74,
76,
77,
81,
78,
80,
79,
83,
85,
87,
86,
88,
92,
98,
89,
91,
90,
93,
95,
97,
94,
96,
100,
102,
101,
103,
109,
111,
116,
117,
119,
126,
104,
108,
105,
107,
106,
110,
112,
114,
115,
113,
118,
120,
121,
125,
122,
124,
123,
127,
129,
131,
130,
132,
140,
133,
139,
134,
138,
135,
137,
136,
141,
143,
145,
144,
146,
152,
154,
159,
160,
162,
169,
147,
151,
148,
150,
149,
153,
155,
157,
158,
156,
161,
163,
164,
168,
165,
167,
166,
170,
172,
173,
179,
181,
186,
187,
189,
196,
174,
178,
175,
177,
176,
180,
182,
184,
185,
183,
188,
190,
191,
195,
192,
194,
193,
197
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
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,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
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
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
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,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
],
[
73,
10028
],
[
18,
10028
],
[
8,
3031
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
263
],
[
67,
243
],
[
95,
6758
],
[
79,
8001
],
[
95,
1717
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
8723
],
[
67,
159
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
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
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
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
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
]
] |
[
[
"analogy",
"computation",
"2d"
]
] | 198
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
198
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__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__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"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",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"conv2d"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"4"
],
[
"Num",
"3"
],
[
"keyword",
"padding"
],
[
"Str",
"same"
],
[
"keyword",
"activation"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"strides"
],
[
"Num",
"1"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
13,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
16,
17,
17,
17,
18,
18,
19,
22,
22,
22,
23,
27,
28,
30,
30,
31,
33,
34,
34,
35,
36,
36,
37,
41,
41,
42,
42,
42,
43,
45,
48,
48,
51,
51,
52,
55,
55,
56,
56,
56,
57,
59,
62,
62,
62,
63,
65,
67,
69,
69,
70,
70,
70,
71,
73,
76,
76,
76,
76,
77,
79,
81,
83,
84,
86,
86,
87,
87,
87,
88,
90,
93,
93,
93,
93,
94,
96,
98,
100,
102,
102,
103,
103,
103,
104,
106,
109,
109,
109,
109,
109,
110,
112,
114,
117,
118,
120,
120,
121,
123,
123,
123,
123,
123,
124,
126,
128,
130,
132,
134,
134,
135,
137,
137,
137,
138,
141,
143,
143,
144,
146,
146,
146,
146,
146,
146,
147,
149,
151,
153,
155,
157,
158,
160,
160,
161,
163,
163,
164,
164,
165,
168,
168,
168,
169,
169,
170,
170,
171,
174,
176,
179,
179,
180,
182,
182,
182,
183,
183,
184,
184,
185,
185,
186,
190,
190,
190,
191,
191,
191,
192,
195,
198,
201,
203,
204,
204,
204,
204,
205,
207,
209
],
[
1,
2,
13,
15,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
16,
30,
41,
51,
55,
69,
86,
102,
120,
134,
143,
160,
179,
203,
17,
18,
22,
27,
19,
21,
20,
23,
25,
26,
24,
28,
29,
31,
33,
32,
34,
35,
40,
36,
37,
39,
38,
42,
48,
43,
45,
47,
44,
46,
49,
50,
52,
54,
53,
56,
62,
57,
59,
61,
58,
60,
63,
65,
67,
64,
66,
68,
70,
76,
71,
73,
75,
72,
74,
77,
79,
81,
83,
78,
80,
82,
84,
85,
87,
93,
88,
90,
92,
89,
91,
94,
96,
98,
100,
95,
97,
99,
101,
103,
109,
104,
106,
108,
105,
107,
110,
112,
114,
116,
117,
111,
113,
115,
118,
119,
121,
123,
122,
124,
126,
128,
130,
132,
125,
127,
129,
131,
133,
135,
137,
136,
138,
140,
141,
139,
142,
144,
146,
145,
147,
149,
151,
153,
155,
157,
148,
150,
152,
154,
156,
158,
159,
161,
163,
162,
164,
168,
165,
167,
166,
169,
176,
178,
170,
174,
171,
173,
172,
175,
177,
180,
182,
181,
183,
200,
201,
184,
190,
185,
189,
186,
188,
187,
191,
197,
198,
192,
194,
195,
193,
196,
199,
202,
204,
205,
207,
209,
211,
206,
208,
210
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
7831
],
[
92,
10029
],
[
92,
4875
],
[
62,
10028
],
[
79,
0
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
95,
7831
],
[
61,
7831
],
[
54,
10028
],
[
4,
10028
],
[
61,
6707
],
[
78,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
6707
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
78,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
300
],
[
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
],
[
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,
10029
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
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
],
[
61,
10029
],
[
54,
10028
],
[
95,
7831
],
[
62,
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
],
[
62,
10028
],
[
95,
4875
],
[
61,
4875
],
[
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
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4989
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6707
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
2215
],
[
78,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8309
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
61,
2215
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
4989
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
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
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
]
] |
[
[
"van"
]
] | 212
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
212
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"reuse"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
""
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"reuse"
],
[
"Name",
"reuse"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"output_shape"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"output_shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Store",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"64"
],
[
"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__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"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__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"reuse"
],
[
"NameConstant",
"__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__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"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__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"img"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"output_shape"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"img"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
13,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
16,
17,
17,
17,
18,
18,
19,
22,
22,
22,
23,
27,
28,
30,
30,
30,
31,
35,
35,
36,
38,
38,
38,
39,
42,
44,
44,
44,
44,
44,
44,
44,
45,
46,
46,
47,
49,
50,
50,
51,
54,
54,
55,
57,
57,
57,
58,
58,
59,
62,
64,
64,
64,
64,
64,
65,
65,
65,
69,
69,
69,
71,
71,
71,
72,
75,
78,
78,
78,
80,
80,
80,
81,
84,
87,
87,
87,
92,
92,
93,
93,
93,
94,
96,
99,
99,
99,
99,
100,
100,
101,
104,
106,
107,
109,
110,
112,
112,
113,
115,
115,
116,
118,
118,
118,
119,
121,
122,
122,
123,
126,
126,
126,
129,
131,
132,
132,
132,
133,
133,
134,
136,
140,
140,
141,
143,
143,
143,
144,
146,
147,
147,
147,
148,
150,
154,
154,
155,
157,
157,
157,
157,
158,
158,
159,
162,
164,
164,
164,
164,
164,
170,
170,
170,
170,
170,
171,
171,
176,
176,
180,
180,
181,
183,
184,
184,
185,
186,
186,
187,
191,
191,
192,
192,
192,
193,
195,
198,
198,
201,
201,
202,
204,
204,
204,
205,
205,
205,
206,
206,
206,
207,
209,
213,
213,
213,
214,
216,
220,
220,
220,
221,
223,
226,
226,
227,
229,
229,
229,
230,
230,
231,
234,
236,
236,
236,
237,
237,
240,
243,
243,
244,
246,
246,
246,
247,
247,
248,
248,
249,
253,
255,
255,
256,
259,
259,
260,
262,
262,
262,
262,
263,
263,
264,
264,
265,
269,
271,
273,
274,
274,
275,
275,
276,
279,
281,
281,
282,
282,
283,
286,
286,
287,
289,
289,
289,
290,
290,
291,
291,
292,
296,
299,
300
],
[
1,
2,
13,
15,
299,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
16,
30,
35,
44,
180,
191,
201,
226,
243,
259,
281,
17,
18,
22,
27,
19,
21,
20,
23,
25,
26,
24,
28,
29,
31,
33,
34,
32,
36,
38,
37,
39,
41,
42,
40,
43,
45,
54,
92,
112,
131,
140,
154,
46,
47,
49,
48,
50,
51,
53,
52,
55,
57,
56,
58,
62,
64,
59,
61,
60,
63,
65,
69,
78,
87,
91,
66,
67,
68,
70,
71,
77,
72,
74,
75,
73,
76,
79,
80,
86,
81,
83,
84,
82,
85,
88,
89,
90,
93,
99,
94,
96,
98,
95,
97,
100,
104,
106,
109,
101,
103,
102,
105,
107,
108,
110,
111,
113,
115,
114,
116,
118,
117,
119,
121,
126,
120,
122,
123,
125,
124,
127,
128,
129,
130,
132,
133,
138,
139,
134,
136,
135,
137,
141,
143,
142,
144,
146,
153,
145,
147,
148,
150,
152,
149,
151,
155,
157,
156,
158,
162,
164,
170,
159,
161,
160,
163,
165,
166,
167,
168,
169,
171,
174,
175,
176,
179,
172,
173,
177,
178,
181,
183,
182,
184,
185,
190,
186,
187,
189,
188,
192,
198,
193,
195,
197,
194,
196,
199,
200,
202,
204,
203,
205,
219,
220,
206,
212,
213,
207,
209,
211,
208,
210,
214,
216,
218,
215,
217,
221,
223,
225,
222,
224,
227,
229,
228,
230,
234,
236,
231,
233,
232,
235,
237,
240,
242,
238,
239,
241,
244,
246,
245,
247,
253,
255,
248,
252,
249,
251,
250,
254,
256,
258,
257,
260,
262,
261,
263,
269,
271,
273,
264,
268,
265,
267,
266,
270,
272,
274,
275,
279,
276,
278,
277,
280,
282,
286,
283,
285,
284,
287,
289,
288,
290,
296,
298,
291,
295,
292,
294,
293,
297,
300,
301
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
7831
],
[
92,
10029
],
[
92,
4875
],
[
92,
5268
],
[
62,
10028
],
[
79,
0
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
79,
3775
],
[
95,
7831
],
[
61,
7831
],
[
54,
10028
],
[
9,
10028
],
[
61,
9858
],
[
78,
10028
],
[
60,
10028
],
[
67,
236
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
11,
10028
],
[
61,
9858
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
6755
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
3792
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
95,
6450
],
[
61,
10029
],
[
54,
10028
],
[
95,
5268
],
[
61,
5268
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
53,
10028
],
[
61,
5420
],
[
54,
10028
],
[
94,
10028
],
[
61,
5420
],
[
78,
10028
],
[
18,
10028
],
[
8,
5443
],
[
61,
3792
],
[
54,
10028
],
[
54,
10028
],
[
20,
10028
],
[
79,
10029
],
[
44,
10028
],
[
61,
5420
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
81,
10028
],
[
61,
3792
],
[
54,
10028
],
[
45,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3771
],
[
78,
10028
],
[
18,
10028
],
[
8,
8421
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
52,
10028
],
[
67,
129
],
[
67,
129
],
[
67,
129
],
[
67,
129
],
[
54,
10028
],
[
52,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
67,
215
],
[
67,
215
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
3771
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
78,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
60,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
60,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
243
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
3771
],
[
54,
10028
],
[
83,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
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
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
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,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
67,
132
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
159
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
8
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
8
],
[
7
],
[
7
],
[
7
],
[
8
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"encoder",
"vgg"
]
] | 302
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
302
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"reuse"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"is_training"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
""
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"encoder"
],
[
"keyword",
"reuse"
],
[
"Name",
"reuse"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"256"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pad"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"end_points"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num_classes"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"is_training"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"key"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"keys"
],
[
"Name",
"end_points"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"In",
"__NONE__"
],
[
"Name",
"key"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"end_points"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"slice"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"2"
],
[
"Num",
"2"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Store",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"enc"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"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__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Num",
"0.0001"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
13,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
16,
17,
17,
17,
18,
18,
19,
22,
22,
22,
23,
27,
28,
30,
30,
31,
33,
33,
33,
34,
35,
35,
36,
37,
37,
38,
42,
45,
45,
46,
48,
48,
48,
49,
50,
50,
51,
52,
52,
53,
57,
60,
60,
61,
63,
63,
63,
64,
67,
69,
69,
70,
72,
72,
72,
73,
73,
74,
74,
75,
78,
80,
83,
83,
84,
87,
87,
88,
90,
90,
90,
91,
91,
92,
95,
95,
95,
96,
98,
102,
102,
103,
105,
105,
105,
105,
106,
106,
107,
107,
108,
112,
114,
116,
117,
117,
118,
118,
119,
122,
123,
125,
125,
125,
126,
126,
126,
127,
127,
128,
133,
133,
134,
136,
136,
136,
137,
137,
138,
141,
142,
142,
142,
143,
147,
148,
148,
149,
152,
152,
152,
153,
156,
156,
156,
156,
156,
157,
157,
158,
158,
159,
163,
165,
167,
168,
168,
169,
169,
170,
173,
174,
176,
178,
178,
179,
181,
181,
182,
182,
183,
183,
184,
188,
190,
190,
190,
191,
191,
191,
192,
192,
192,
193,
195,
196,
196,
196,
197,
204,
204,
205,
207,
207,
207,
208,
208,
209,
212,
212,
212,
212,
213,
213,
214,
218,
219,
219,
219,
221,
221,
221,
222,
227,
228,
228,
229,
229,
230,
233,
234,
236,
236,
236,
237,
241,
241,
242,
244,
244,
244,
245,
247,
248,
248,
248,
249,
254,
254,
255,
258,
258,
259,
259,
259,
260,
262,
262,
262,
263,
265,
269,
269,
269,
269,
269,
269,
269,
270,
270,
271,
274,
274,
274,
275,
275,
276,
279,
279,
279,
280,
282,
286,
286,
286,
287,
289,
292,
294,
296,
297,
297,
298,
298,
299,
302,
303,
305,
306,
308,
308,
309,
311,
311,
312,
312,
313,
313,
314,
314,
315,
320,
322,
322,
323,
325,
327,
327,
327,
327,
327,
327,
327,
328,
330,
330,
330,
330,
331,
334,
337,
337,
338,
338,
338,
339,
341,
341,
341,
342,
344,
345,
349,
349,
349,
349,
349,
349,
349,
350,
350,
351,
354,
356,
356,
356,
357,
359,
360,
363,
365,
367,
368,
368,
369,
369,
370,
373,
374,
376,
377,
379,
379,
379,
380,
383,
385,
385,
386,
386,
386,
387,
389,
389,
389,
390,
392,
393,
393,
393,
394,
400,
400,
400,
400,
400,
400,
400,
401,
401,
402,
405,
405,
405,
406,
406,
407,
410,
410,
410,
411,
413,
417,
417,
417,
418,
420,
421,
421,
421,
422,
427,
429,
431,
432,
432,
433,
433,
434,
437,
438,
440,
441,
443,
443,
444,
446,
446,
447,
447,
448,
448,
449,
449,
450,
455,
457,
457,
457,
458,
461,
463,
463,
464,
466,
466,
466,
466,
467,
467,
468,
468,
469,
473,
475,
477,
478,
478,
479,
479,
480,
483,
484,
486,
486,
487,
487,
488,
491,
491,
492,
494,
494,
494,
495,
495,
496,
496,
497,
501,
504,
505
],
[
1,
2,
13,
15,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
16,
30,
45,
60,
69,
83,
87,
102,
125,
178,
190,
254,
258,
308,
322,
327,
463,
486,
504,
17,
18,
22,
27,
19,
21,
20,
23,
25,
26,
24,
28,
29,
31,
33,
32,
34,
42,
44,
35,
36,
41,
37,
38,
40,
39,
43,
46,
48,
47,
49,
57,
59,
50,
51,
56,
52,
53,
55,
54,
58,
61,
63,
62,
64,
66,
67,
65,
68,
70,
72,
71,
73,
80,
82,
74,
78,
75,
77,
76,
79,
81,
84,
86,
85,
88,
90,
89,
91,
95,
101,
92,
94,
93,
96,
98,
100,
97,
99,
103,
105,
104,
106,
112,
114,
116,
107,
111,
108,
110,
109,
113,
115,
117,
118,
122,
119,
121,
120,
123,
124,
126,
133,
152,
127,
131,
132,
128,
130,
129,
134,
136,
135,
137,
141,
147,
138,
140,
139,
142,
143,
145,
146,
144,
148,
149,
151,
150,
153,
155,
156,
154,
157,
163,
165,
167,
176,
158,
162,
159,
161,
160,
164,
166,
168,
169,
173,
170,
172,
171,
174,
175,
177,
179,
181,
180,
182,
188,
183,
187,
184,
186,
185,
189,
191,
204,
241,
192,
202,
203,
193,
195,
201,
194,
196,
197,
199,
200,
198,
205,
207,
206,
208,
212,
236,
209,
211,
210,
213,
217,
218,
227,
214,
216,
215,
219,
220,
221,
226,
222,
224,
225,
223,
228,
229,
233,
230,
232,
231,
234,
235,
237,
239,
240,
238,
242,
244,
243,
245,
247,
253,
246,
248,
249,
251,
252,
250,
255,
257,
256,
259,
269,
260,
262,
268,
261,
263,
265,
267,
264,
266,
270,
274,
286,
292,
294,
296,
305,
271,
273,
272,
275,
279,
285,
276,
278,
277,
280,
282,
284,
281,
283,
287,
289,
291,
288,
290,
293,
295,
297,
298,
302,
299,
301,
300,
303,
304,
306,
307,
309,
311,
310,
312,
320,
313,
319,
314,
318,
315,
317,
316,
321,
323,
325,
324,
326,
328,
330,
337,
379,
385,
443,
457,
329,
331,
333,
334,
336,
332,
335,
338,
349,
339,
341,
348,
340,
342,
344,
347,
343,
345,
346,
350,
354,
356,
363,
365,
367,
376,
351,
353,
352,
355,
357,
359,
362,
358,
360,
361,
364,
366,
368,
369,
373,
370,
372,
371,
374,
375,
377,
378,
380,
382,
383,
381,
384,
386,
400,
387,
389,
399,
388,
390,
392,
398,
391,
393,
394,
396,
397,
395,
401,
405,
417,
427,
429,
431,
440,
402,
404,
403,
406,
410,
416,
407,
409,
408,
411,
413,
415,
412,
414,
418,
420,
426,
419,
421,
422,
424,
425,
423,
428,
430,
432,
433,
437,
434,
436,
435,
438,
439,
441,
442,
444,
446,
445,
447,
455,
448,
454,
449,
453,
450,
452,
451,
456,
458,
460,
461,
459,
462,
464,
466,
465,
467,
473,
475,
477,
468,
472,
469,
471,
470,
474,
476,
478,
479,
483,
480,
482,
481,
484,
485,
487,
491,
488,
490,
489,
492,
494,
493,
495,
501,
503,
496,
500,
497,
499,
498,
502,
505,
506
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
1711
],
[
92,
10029
],
[
92,
10029
],
[
92,
7831
],
[
92,
10029
],
[
92,
4875
],
[
62,
10028
],
[
79,
0
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
79,
7134
],
[
95,
7831
],
[
61,
7831
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
2018
],
[
18,
10028
],
[
8,
4595
],
[
61,
1711
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
2215
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8309
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
135
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
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,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
38,
10028
],
[
67,
129
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8309
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
169
],
[
54,
10028
],
[
95,
8667
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7633
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
67,
215
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9070
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4614
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
95,
8309
],
[
52,
10028
],
[
67,
159
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
67,
215
],
[
54,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
61,
10029
],
[
54,
10028
],
[
83,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
67,
215
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
132
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7130
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
33,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
67,
215
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
10029
],
[
54,
10028
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
7130
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
7130
],
[
78,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
7130
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
67,
159
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
95,
5094
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
3022
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
7130
],
[
78,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7130
],
[
78,
10028
],
[
18,
10028
],
[
8,
3425
],
[
8,
5535
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
7130
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
8667
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
7130
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
6364
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
7130
],
[
54,
10028
],
[
67,
159
],
[
73,
10028
],
[
61,
7130
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
9
],
[
10
],
[
11
],
[
10
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
]
] |
[
[
"predictor"
]
] | 507
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
507
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"action"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"reuse"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
""
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"predict"
],
[
"keyword",
"reuse"
],
[
"Name",
"reuse"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_shape"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.01"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"shape"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"100"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"relu"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"tile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get_variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"shape"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0001"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"contrib"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"dense"
],
[
"Attribute",
"layers"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"stddev"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"nn"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
12,
14,
14,
15,
18,
18,
19,
19,
19,
19,
19,
20,
22,
24,
26,
29,
29,
29,
29,
29,
30,
32,
34,
36,
39,
39,
40,
42,
42,
42,
43,
43,
47,
47,
47,
48,
52,
52,
53,
55,
55,
55,
55,
55,
55,
55,
56,
58,
58,
58,
59,
61,
64,
64,
65,
69,
71,
72,
74,
75,
77,
77,
78,
80,
80,
80,
81,
81,
82,
85,
88,
89,
89,
90,
90,
91,
94,
96,
96,
97,
99,
99,
99,
100,
100,
101,
103,
107,
107,
108,
110,
110,
111,
113,
113,
113,
114,
114,
114,
115,
121,
121,
122,
125,
125,
125,
125,
126,
126,
126,
127,
129,
132,
132,
132,
133,
135,
135,
136,
138,
138,
138,
139,
139,
140,
142,
146,
146,
146,
147,
149,
150,
150,
154,
154,
155,
157,
157,
157,
158,
161,
161,
161,
162,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
166,
167,
168,
168,
168,
169,
169,
170,
174,
175,
177,
177,
177,
178,
180,
180,
181,
183,
183,
183,
184,
186,
187,
187,
191,
191,
192,
194,
194,
194,
195,
197,
198,
198,
202,
202,
203,
205,
205,
205,
205,
205,
205,
205,
206,
208,
210,
212,
214,
217,
218,
220,
220,
221,
223,
223,
223,
224,
224,
225,
228,
231,
231,
232,
232,
232,
233,
233,
233,
234,
237,
241,
242,
242,
242,
243,
243,
244,
244,
245,
250,
252,
253,
253,
254,
254,
255,
258,
260,
260,
261,
261,
261,
262,
262,
262,
263,
266,
270,
271,
271,
271,
272,
272,
273,
273,
274,
279,
279,
279,
280,
282,
285,
285,
286,
286,
286,
286,
287,
289,
291,
294,
294,
294,
294,
294,
294,
294,
295,
297,
297,
297,
298,
300,
303,
303,
303,
304,
306,
309,
311,
311,
311,
312,
314,
315,
315,
315,
316,
321,
321,
322,
325,
326,
328,
328,
329,
331,
331,
331,
332,
332,
333,
336,
339,
340,
340,
341,
341,
342,
345,
347,
347,
348,
350,
350,
350,
350,
350,
350,
351,
353,
353,
353,
354,
356,
357,
357,
357,
358,
363,
363,
364,
368,
369,
371,
372,
374,
374,
375,
377,
377,
377,
378,
378,
379,
382,
385,
385,
386,
386,
386,
387,
387,
387,
388,
391,
395,
396,
396,
396,
397,
397,
398,
398,
399,
404,
406,
407,
407,
408,
408,
409,
412,
414,
414,
415,
417,
417,
417,
418,
420,
423,
423,
424,
426,
426,
427,
427,
428,
431,
433,
433,
434,
434,
434,
435,
435,
435,
436,
439,
443,
444,
444,
444,
445,
445,
446,
446,
447,
452,
454,
454,
455,
455,
455,
455,
456,
458,
460,
463,
463,
463,
463,
463,
463,
463,
464,
466,
466,
466,
467,
469,
472,
474,
474,
474,
475,
478,
480,
480,
480,
481,
483,
484,
484,
484,
485,
490,
490,
491,
494,
495,
497,
497,
498,
500,
500,
500,
501,
501,
502,
505,
508,
509,
509,
510,
510,
511,
514,
516,
516,
517,
520,
521,
521,
521,
521,
521,
522,
524,
526,
528
],
[
1,
2,
12,
14,
18,
39,
52,
77,
88,
96,
107,
121,
125,
520,
3,
4,
5,
6,
7,
8,
9,
10,
11,
13,
15,
17,
16,
19,
29,
20,
22,
24,
26,
28,
21,
23,
25,
27,
30,
32,
34,
36,
38,
31,
33,
35,
37,
40,
42,
41,
43,
46,
47,
44,
45,
48,
50,
51,
49,
53,
55,
54,
56,
58,
64,
68,
69,
71,
74,
57,
59,
61,
63,
60,
62,
65,
67,
66,
70,
72,
73,
75,
76,
78,
80,
79,
81,
85,
87,
82,
84,
83,
86,
89,
90,
94,
91,
93,
92,
95,
97,
99,
98,
100,
105,
106,
101,
103,
102,
104,
108,
110,
109,
111,
113,
112,
114,
119,
120,
115,
117,
118,
116,
122,
124,
123,
126,
132,
154,
166,
127,
129,
131,
128,
130,
133,
135,
146,
134,
136,
138,
137,
139,
144,
145,
140,
142,
141,
143,
147,
149,
153,
148,
150,
151,
152,
155,
157,
156,
158,
160,
161,
159,
162,
164,
165,
163,
167,
177,
202,
220,
231,
252,
260,
285,
328,
339,
347,
374,
385,
406,
414,
423,
433,
454,
497,
508,
516,
168,
169,
173,
174,
170,
172,
171,
175,
176,
178,
180,
191,
179,
181,
183,
182,
184,
186,
190,
185,
187,
188,
189,
192,
194,
193,
195,
197,
201,
196,
198,
199,
200,
203,
205,
204,
206,
208,
210,
212,
214,
216,
217,
207,
209,
211,
213,
215,
218,
219,
221,
223,
222,
224,
228,
230,
225,
227,
226,
229,
232,
241,
233,
239,
240,
234,
236,
237,
235,
238,
242,
243,
249,
250,
244,
248,
245,
247,
246,
251,
253,
254,
258,
255,
257,
256,
259,
261,
270,
262,
268,
269,
263,
265,
266,
264,
267,
271,
272,
278,
279,
273,
277,
274,
276,
275,
280,
282,
284,
281,
283,
286,
294,
287,
289,
291,
293,
288,
290,
292,
295,
297,
303,
309,
311,
321,
325,
296,
298,
300,
302,
299,
301,
304,
306,
308,
305,
307,
310,
312,
314,
320,
313,
315,
316,
318,
319,
317,
322,
324,
323,
326,
327,
329,
331,
330,
332,
336,
338,
333,
335,
334,
337,
340,
341,
345,
342,
344,
343,
346,
348,
350,
349,
351,
353,
363,
367,
368,
371,
352,
354,
356,
362,
355,
357,
358,
360,
361,
359,
364,
366,
365,
369,
370,
372,
373,
375,
377,
376,
378,
382,
384,
379,
381,
380,
383,
386,
395,
387,
393,
394,
388,
390,
391,
389,
392,
396,
397,
403,
404,
398,
402,
399,
401,
400,
405,
407,
408,
412,
409,
411,
410,
413,
415,
417,
416,
418,
420,
422,
419,
421,
424,
426,
425,
427,
431,
428,
430,
429,
432,
434,
443,
435,
441,
442,
436,
438,
439,
437,
440,
444,
445,
451,
452,
446,
450,
447,
449,
448,
453,
455,
463,
456,
458,
460,
462,
457,
459,
461,
464,
466,
472,
474,
480,
490,
494,
465,
467,
469,
471,
468,
470,
473,
475,
477,
478,
476,
479,
481,
483,
489,
482,
484,
485,
487,
488,
486,
491,
493,
492,
495,
496,
498,
500,
499,
501,
505,
507,
502,
504,
503,
506,
509,
510,
514,
511,
513,
512,
515,
517,
519,
518,
521,
522,
524,
526,
528,
530,
523,
525,
527,
529
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4986
],
[
92,
1715
],
[
92,
10029
],
[
92,
4875
],
[
92,
5268
],
[
62,
10028
],
[
67,
215
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
218
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
52,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
52,
10028
],
[
62,
10028
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
61,
4986
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
95,
10029
],
[
79,
10029
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
95,
5268
],
[
61,
5268
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
26,
10028
],
[
67,
263
],
[
0,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
7831
],
[
78,
10028
],
[
62,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
9101
],
[
78,
10028
],
[
61,
1711
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
11,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
1715
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
81,
10028
],
[
61,
1715
],
[
54,
10028
],
[
76,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
20,
10028
],
[
61,
9101
],
[
54,
10028
],
[
38,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
67,
159
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
9101
],
[
95,
7831
],
[
61,
7831
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
7139
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
1711
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
11,
10028
],
[
61,
9101
],
[
54,
10028
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
11,
10028
],
[
61,
9101
],
[
54,
10028
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
81,
10028
],
[
61,
4986
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
61,
4986
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
9101
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
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,
10029
],
[
54,
10028
],
[
81,
10028
],
[
61,
4986
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
9101
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
95,
5268
],
[
61,
5268
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
11,
10028
],
[
61,
9101
],
[
54,
10028
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
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
],
[
81,
10028
],
[
61,
4986
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
11,
10028
],
[
61,
9101
],
[
54,
10028
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
81,
10028
],
[
61,
4986
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
61,
9101
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
54,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
7831
],
[
78,
10028
],
[
62,
10028
],
[
73,
10028
],
[
83,
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
9
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
9
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"construct",
"model"
]
] | 531
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
531
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"images"
],
[
"arg",
"actions"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"is_training"
],
[
"NameConstant",
"__NONE__"
],
[
"Num",
"2"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"20"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"is_training"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Num",
"4"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"reuse"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Store",
"__NONE__"
],
[
"Name",
"action"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"actions"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Num",
"1"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"timestep"
],
[
"keyword",
"reuse"
],
[
"Name",
"reuse"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"predictor"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"action"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"is_training"
],
[
"Name",
"is_training"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"timestep"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"reuse"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
5,
7,
8,
8,
8,
9,
9,
9,
12,
12,
13,
13,
14,
17,
17,
17,
20,
20,
20,
21,
23,
25,
28,
28,
29,
29,
30
],
[
1,
2,
5,
7,
3,
4,
6,
8,
9,
27,
28,
10,
11,
12,
13,
17,
14,
16,
15,
18,
19,
20,
21,
23,
25,
22,
24,
26,
29,
33,
30,
32,
31
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9299
],
[
92,
7130
],
[
30,
10028
],
[
79,
10029
],
[
73,
10028
],
[
11,
10028
],
[
11,
10028
],
[
67,
168
],
[
60,
10028
],
[
18,
10028
],
[
8,
5696
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
67,
160
],
[
26,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9299
],
[
54,
10028
],
[
61,
7130
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
5696
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
168
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
]
] |
[
[
"peak",
"signal",
"to",
"noise",
"ratio"
]
] | 34
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
34
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"true"
],
[
"arg",
"pred"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"10.0"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"log"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"true"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"log"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"10.0"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
10,
11,
11,
12,
12,
13,
16,
16,
16,
17,
17,
18,
21,
23,
26,
26,
27,
27,
28,
31,
31,
32,
32,
33,
36,
38,
39
],
[
1,
2,
5,
7,
38,
3,
4,
6,
8,
10,
9,
11,
25,
26,
12,
16,
13,
15,
14,
17,
21,
23,
18,
20,
19,
22,
24,
27,
31,
28,
30,
29,
32,
36,
33,
35,
34,
37,
39,
40
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9299
],
[
92,
7130
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
7791
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9299
],
[
54,
10028
],
[
61,
7130
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8400
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7130
],
[
54,
10028
],
[
73,
10028
],
[
61,
7791
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
]
] |
[
[
"mean",
"squared",
"error"
]
] | 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",
"true"
],
[
"arg",
"pred"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"result"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"true"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"size"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"result"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
5,
7,
8,
8,
8,
9,
9,
10,
10,
11,
14,
14,
15,
15,
16,
19,
19,
19,
20,
23,
26,
26,
27,
27,
28,
31,
31,
32,
32,
33,
36
],
[
1,
2,
5,
7,
3,
4,
6,
8,
9,
25,
26,
10,
14,
11,
13,
12,
15,
19,
16,
18,
17,
20,
22,
23,
21,
24,
27,
31,
28,
30,
29,
32,
36,
33,
35,
34,
37
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9299
],
[
92,
7130
],
[
30,
10028
],
[
79,
10029
],
[
73,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
7571
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
1671
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
9299
],
[
54,
10028
],
[
80,
10028
],
[
61,
7130
],
[
54,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
8400
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
7130
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
]
] |
[
[
"l1",
"error"
]
] | 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",
"true"
],
[
"arg",
"pred"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reduce_sum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"abs"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"true"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"size"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"pred"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
13,
15,
15,
15,
15,
15,
15,
15,
15,
15,
16,
17,
17,
18,
18,
19,
22,
24,
24,
25,
25,
25,
25,
26,
28,
30,
33,
33,
33,
33,
38,
38,
38,
38,
38,
38,
38,
38,
38,
39,
39,
39,
39,
40,
42,
44,
47,
47,
47,
47,
48,
50,
50,
51,
53,
53,
54,
56,
58,
60,
62,
62,
63,
65,
65,
65,
66,
68,
70,
72,
72,
73,
75,
75,
76,
78,
78,
78,
79,
81,
83,
85,
85,
86,
88,
88,
88,
89,
91,
93,
95,
95,
96,
98,
98,
98,
99,
101,
103,
105,
105,
105,
106,
109,
111,
111,
111,
112,
115,
117,
117,
117,
118,
121,
123,
123,
123,
124,
127,
127,
128,
128,
129,
132,
132,
133,
135,
137,
137,
137,
138,
141,
141,
142,
142,
143,
146,
146,
147,
149,
151,
151,
151,
152,
155,
155,
156,
156,
157,
160,
160,
161,
163,
165,
166,
166,
166,
167,
167,
168,
168,
169,
174,
176,
177,
177,
177,
178,
178,
179,
179,
180,
185,
187,
188,
188,
188,
189,
191
],
[
1,
2,
10,
12,
15,
3,
4,
5,
6,
7,
8,
9,
11,
13,
14,
16,
24,
38,
123,
137,
151,
165,
176,
187,
17,
18,
22,
19,
21,
20,
23,
25,
33,
26,
28,
30,
32,
27,
29,
31,
34,
35,
36,
37,
39,
47,
62,
72,
85,
95,
105,
111,
117,
40,
42,
44,
46,
41,
43,
45,
48,
50,
58,
60,
49,
51,
53,
52,
54,
56,
55,
57,
59,
61,
63,
65,
64,
66,
68,
70,
67,
69,
71,
73,
75,
74,
76,
78,
77,
79,
81,
83,
80,
82,
84,
86,
88,
87,
89,
91,
93,
90,
92,
94,
96,
98,
97,
99,
101,
103,
100,
102,
104,
106,
108,
109,
107,
110,
112,
114,
115,
113,
116,
118,
120,
121,
119,
122,
124,
126,
127,
125,
128,
132,
129,
131,
130,
133,
135,
134,
136,
138,
140,
141,
139,
142,
146,
143,
145,
144,
147,
149,
148,
150,
152,
154,
155,
153,
156,
160,
157,
159,
158,
161,
163,
162,
164,
166,
167,
173,
174,
168,
172,
169,
171,
170,
175,
177,
178,
184,
185,
179,
183,
180,
182,
181,
186,
188,
189,
191,
193,
190,
192
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
4986
],
[
92,
6195
],
[
92,
4875
],
[
92,
10029
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
23,
10028
],
[
61,
4875
],
[
22,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
6203
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
5754
],
[
78,
10028
],
[
61,
3869
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
67,
130
],
[
67,
130
],
[
67,
130
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
9858
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4986
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
3869
],
[
78,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
5754
],
[
78,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
5754
],
[
78,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
3869
],
[
78,
10028
],
[
26,
10028
],
[
18,
10028
],
[
8,
9149
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
5754
],
[
61,
5754
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
5754
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
]
] |
[
[
"calc",
"loss",
"psnr"
]
] | 194
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
194
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"images"
],
[
"arg",
"name"
],
[
"arg",
"hparams"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Delete",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Del",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"name_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Name",
"error"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Num",
"0.0"
],
[
"Num",
"0.0"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"error"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"loss"
],
[
"Store",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"error"
],
[
"Store",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"to_float"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"loss"
],
[
"Name",
"loss"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"loss"
],
[
"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,
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,
54,
54,
54,
54,
57,
57,
58,
61,
61,
62,
65,
65,
66,
66,
67,
70,
70,
72,
72,
73,
76,
76,
77,
77,
78,
81,
81,
83,
83,
84,
87,
87,
88,
88,
89,
93,
93,
94,
94,
95,
99,
99,
100,
100,
101,
105,
106,
106,
106,
107,
107,
108,
113,
114,
114,
114,
115,
115,
116,
121,
122,
122,
122,
123,
123,
124,
129,
130,
130,
130,
131,
131,
132,
137,
138,
138,
138,
139,
139,
140,
145,
146,
146,
146,
147,
147,
148,
153,
154,
154,
154,
155,
155,
156,
161,
162,
162,
162,
163,
163,
164,
169,
170,
170,
170,
171,
171,
172,
177,
178,
178,
178,
179,
179,
180,
185,
186,
186,
186,
187,
187,
188,
193,
194
],
[
1,
2,
3,
5,
13,
19,
25,
31,
37,
43,
49,
65,
76,
87,
93,
99,
105,
113,
121,
129,
137,
145,
153,
161,
169,
177,
185,
193,
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,
55,
56,
57,
61,
58,
60,
59,
62,
64,
63,
66,
70,
67,
69,
68,
71,
72,
73,
75,
74,
77,
81,
78,
80,
79,
82,
83,
84,
86,
85,
88,
92,
89,
91,
90,
94,
98,
95,
97,
96,
100,
104,
101,
103,
102,
106,
107,
111,
112,
108,
110,
109,
114,
115,
119,
120,
116,
118,
117,
122,
123,
127,
128,
124,
126,
125,
130,
131,
135,
136,
132,
134,
133,
138,
139,
143,
144,
140,
142,
141,
146,
147,
151,
152,
148,
150,
149,
154,
155,
159,
160,
156,
158,
157,
162,
163,
167,
168,
164,
166,
165,
170,
171,
175,
176,
172,
174,
173,
178,
179,
183,
184,
180,
182,
181,
186,
187,
191,
192,
188,
190,
189,
194,
195
]
] |
[
[
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,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
2974
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
133
],
[
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,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
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
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
3074
],
[
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
],
[
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,
129
],
[
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,
167
],
[
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,
213
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
278
],
[
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
],
[
79,
2208
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
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
],
[
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
],
[
1
],
[
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
],
[
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
],
[
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
]
] |
[
[
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
],
[
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
],
[
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
]
] |
[
[
"next",
"frame",
"sv2p"
]
] | 196
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
196
] |
[
[
"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",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"constant"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.001"
],
[
"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",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"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__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"count"
],
[
"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__"
],
[
"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",
"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",
"__UNK__"
],
[
"Num",
"10"
],
[
"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",
"1e-12"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"5"
],
[
"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__"
],
[
"Str",
"basic"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"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,
24,
24,
24,
25,
25,
26,
31,
32,
32,
32,
33,
33,
34,
39,
40,
40,
40,
41,
41,
42,
47,
48,
48,
48,
49,
49,
50,
55,
56,
56,
56,
57,
57,
58,
63,
64,
64,
64,
65,
65,
66,
71,
72,
72,
72,
73,
73,
74,
79,
80
],
[
1,
2,
3,
5,
11,
17,
23,
31,
39,
47,
55,
63,
71,
79,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
25,
29,
30,
26,
28,
27,
32,
33,
37,
38,
34,
36,
35,
40,
41,
45,
46,
42,
44,
43,
48,
49,
53,
54,
50,
52,
51,
56,
57,
61,
62,
58,
60,
59,
64,
65,
69,
70,
66,
68,
67,
72,
73,
77,
78,
74,
76,
75,
80,
81
]
] |
[
[
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,
10029
],
[
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,
10029
],
[
67,
191
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
136
],
[
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
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
191
],
[
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,
10029
],
[
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
],
[
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
],
[
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
]
] |
[
[
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
],
[
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
]
] |
[
[
"next",
"frame",
"sv2p",
"discrete"
]
] | 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__"
],
[
"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",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Num",
"128"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.02"
],
[
"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__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"128"
],
[
"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",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
72
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
71,
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,
73
]
] |
[
[
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
],
[
67,
263
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
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,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
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,
133
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
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
],
[
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
]
] |
[
[
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
]
] |
[
[
"next",
"frame",
"sv2p",
"atari"
]
] | 74
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
74
] |
[
[
"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__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"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",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"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",
"0.001"
],
[
"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__"
],
[
"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,
2339
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
24,
10028
],
[
4,
10028
],
[
8,
5754
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
24,
10028
],
[
4,
10028
],
[
8,
9197
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
24,
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
],
[
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
]
] |
[
[
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",
"sv2p",
"atari",
"softmax"
]
] | 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",
"bottom"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"loss"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"top"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__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,
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,
215
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
147
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
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
],
[
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
],
[
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
]
] |
[
[
"next",
"frame",
"sv2p",
"tiny"
]
] | 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",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
30
],
[
1,
2,
3,
5,
11,
17,
23,
29,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
31
]
] |
[
[
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
],
[
67,
147
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
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
],
[
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
],
[
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
]
] |
[
[
"next",
"frame",
"sv2p",
"cutoff"
]
] | 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__"
],
[
"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__"
],
[
"Num",
"0.4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
4,
6,
6,
6,
6,
6,
6,
6,
7,
9,
11,
11,
12,
14,
14,
15,
15,
16,
16,
17,
21,
23,
23,
24,
26,
26,
26,
27,
27,
28,
28,
29,
33,
35,
37,
37,
38,
40,
40,
40,
40,
41,
41,
42,
45,
47,
49,
51,
51,
52,
54,
54,
54,
55,
55,
56,
56,
57,
61,
63,
63,
64,
64,
65,
69,
69,
70,
70,
72,
72,
73,
73,
74,
74,
75,
79,
81,
82,
82,
83,
83,
84,
84,
84,
85,
85,
86,
89,
93
],
[
1,
2,
4,
6,
3,
5,
7,
9,
11,
23,
37,
51,
69,
8,
10,
12,
14,
13,
15,
21,
16,
20,
17,
19,
18,
22,
24,
26,
25,
27,
33,
35,
28,
32,
29,
31,
30,
34,
36,
38,
40,
39,
41,
45,
47,
49,
42,
44,
43,
46,
48,
50,
52,
54,
53,
55,
61,
63,
56,
60,
57,
59,
58,
62,
64,
68,
65,
67,
66,
70,
81,
71,
72,
73,
79,
74,
78,
75,
77,
76,
80,
82,
83,
93,
84,
92,
85,
89,
91,
86,
88,
87,
90,
94
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
3537
],
[
30,
10028
],
[
79,
10029
],
[
33,
10028
],
[
61,
9437
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
4185
],
[
78,
10028
],
[
18,
10028
],
[
8,
2202
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
9437
],
[
54,
10028
],
[
4,
10028
],
[
61,
3630
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9437
],
[
54,
10028
],
[
4,
10028
],
[
61,
6866
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
3537
],
[
54,
10028
],
[
61,
4185
],
[
54,
10028
],
[
61,
3630
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3537
],
[
54,
10028
],
[
18,
10028
],
[
8,
8732
],
[
61,
4185
],
[
54,
10028
],
[
54,
10028
],
[
79,
124
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4025
],
[
18,
10028
],
[
8,
1206
],
[
61,
9990
],
[
54,
10028
],
[
54,
10028
],
[
61,
6866
],
[
54,
10028
],
[
79,
7416
],
[
54,
10028
],
[
61,
3537
],
[
54,
10028
]
] |
[
[
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
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
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
],
[
3
],
[
4
],
[
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
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
]
] |
[
[
"get",
"mscoco"
]
] | 95
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
95
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"directory"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"For",
"__NONE__"
],
[
"Name",
"url"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"filename"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"basename"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"url"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"download_url"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"url"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"path"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"directory"
],
[
"Load",
"__NONE__"
],
[
"Name",
"filename"
],
[
"Load",
"__NONE__"
],
[
"Name",
"download_url"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"directory"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"strip"
],
[
"Name",
"filename"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
".zip"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extractall"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ZipFile"
],
[
"Name",
"zipfile"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"path"
],
[
"Load",
"__NONE__"
],
[
"Str",
"r"
],
[
"Load",
"__NONE__"
],
[
"Name",
"directory"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
13,
15,
15,
16,
18,
18,
18,
19,
19,
19,
20,
24,
24,
27,
29,
29,
29,
29,
31,
33,
33,
33,
34,
34,
34,
36,
36,
36,
37,
41,
41,
41,
42,
46,
46,
47,
49,
49,
49,
50,
50,
51,
51,
52,
56,
58,
60,
60,
60,
60,
60,
61,
61,
62,
62,
63,
63,
64,
68,
70,
71,
71,
71,
72,
72,
73,
73,
74,
79,
81,
81,
82,
84,
84,
85,
85,
86,
89,
91,
92,
94,
95,
95,
96,
98,
98,
98,
101,
103,
105,
105,
106,
108,
109,
111,
112,
112,
113,
115,
117,
117,
118,
120,
120,
120,
121,
123,
125,
127,
127,
128,
130,
130,
130,
131,
131,
132,
132,
133,
137,
139,
141,
141,
142,
144,
144,
144,
145,
147,
149,
151,
151,
152,
154,
154,
155,
155,
156,
159,
161,
161,
162,
164,
164,
165,
165,
166,
169,
171,
171,
172,
175,
175,
175,
176,
178,
178,
178,
179,
181,
184,
184,
185,
185,
185,
186,
188,
189,
189,
189,
190,
192,
196,
196,
196,
197,
197,
197,
197,
198,
198,
198,
199,
201,
204,
204,
204,
205,
207,
210,
210,
210,
211,
213,
217,
220,
220,
221,
223,
223,
223,
224,
226,
229,
229,
230,
232,
232,
233,
235,
237,
237,
238,
240,
240,
241,
243,
245,
246,
246,
247,
247,
248,
248,
249,
253,
253,
253,
256,
256,
256,
257,
259,
262,
262,
262,
262,
263,
265,
267,
267,
268,
270,
270,
270,
271,
273,
276,
277,
277,
278,
278,
279,
279,
279,
280,
280,
280,
281,
283,
284,
287,
291,
291,
291,
292,
294,
297,
297,
298,
300,
300,
300,
301,
301,
302,
304,
305,
305,
306,
309,
309,
310,
312,
312,
312,
313,
316,
319,
320,
320,
321,
321,
322,
325,
327,
327,
327,
327,
327,
328,
328,
328,
329,
331,
334,
336,
336,
337,
339,
339,
339,
340,
342,
345,
345,
346,
348,
348,
348,
348,
349,
349,
350,
350,
351,
355,
357,
359,
361,
361,
361,
361,
362,
362,
363,
363,
363,
364,
364,
365,
365,
366,
370,
373,
375,
375,
376,
378,
379,
379,
380,
383,
383,
384,
384,
384,
385,
387,
390,
390,
390,
391,
391,
391,
392,
394,
397,
397,
397,
398,
400,
404,
404,
404,
404,
405,
407,
409,
409,
409,
410,
410,
410,
412,
412,
412,
413,
417,
417,
417,
418,
422,
422,
423,
425,
425,
425,
426,
426,
427,
427,
428,
430,
432,
432,
433,
435,
438,
440,
440,
441,
443,
443,
443,
444,
444,
445,
445,
446,
449,
452,
454,
455,
456,
456,
456,
456,
456,
456,
456,
456,
456,
456,
462,
462,
463,
466,
466,
469,
471,
471,
472,
475,
475,
476
],
[
1,
2,
13,
15,
29,
105,
111,
117,
127,
141,
151,
161,
171,
175,
220,
229,
237,
245,
262,
297,
319,
327,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
16,
18,
17,
19,
24,
27,
20,
22,
23,
21,
25,
26,
28,
30,
31,
33,
103,
32,
34,
46,
60,
35,
36,
41,
37,
39,
40,
38,
42,
44,
45,
43,
47,
49,
48,
50,
56,
58,
51,
55,
52,
54,
53,
57,
59,
61,
70,
81,
91,
94,
62,
68,
63,
67,
64,
66,
65,
69,
71,
72,
78,
79,
73,
77,
74,
76,
75,
80,
82,
84,
83,
85,
89,
86,
88,
87,
90,
92,
93,
95,
96,
98,
97,
99,
100,
101,
102,
104,
106,
108,
107,
109,
110,
112,
113,
115,
114,
116,
118,
120,
119,
121,
123,
125,
122,
124,
126,
128,
130,
129,
131,
137,
139,
132,
136,
133,
135,
134,
138,
140,
142,
144,
143,
145,
147,
149,
146,
148,
150,
152,
154,
153,
155,
159,
156,
158,
157,
160,
162,
164,
163,
165,
169,
166,
168,
167,
170,
172,
174,
173,
176,
178,
184,
177,
179,
181,
183,
180,
182,
185,
196,
186,
188,
195,
187,
189,
190,
192,
194,
191,
193,
197,
217,
219,
198,
204,
210,
216,
199,
201,
203,
200,
202,
205,
207,
209,
206,
208,
211,
213,
215,
212,
214,
218,
221,
223,
222,
224,
226,
228,
225,
227,
230,
232,
231,
233,
235,
234,
236,
238,
240,
239,
241,
243,
242,
244,
246,
247,
253,
248,
252,
249,
251,
250,
254,
255,
256,
257,
259,
261,
258,
260,
263,
265,
267,
276,
264,
266,
268,
270,
269,
271,
273,
275,
272,
274,
277,
278,
291,
279,
290,
280,
287,
289,
281,
283,
286,
282,
284,
285,
288,
292,
294,
296,
293,
295,
298,
300,
299,
301,
309,
318,
302,
304,
303,
305,
306,
308,
307,
310,
312,
311,
313,
315,
316,
314,
317,
320,
321,
325,
322,
324,
323,
326,
328,
334,
336,
345,
361,
329,
331,
333,
330,
332,
335,
337,
339,
338,
340,
342,
344,
341,
343,
346,
348,
347,
349,
355,
357,
359,
350,
354,
351,
353,
352,
356,
358,
360,
362,
375,
383,
404,
363,
373,
364,
370,
372,
365,
369,
366,
368,
367,
371,
374,
376,
378,
377,
379,
380,
382,
381,
384,
390,
385,
387,
389,
386,
388,
391,
397,
403,
392,
394,
396,
393,
395,
398,
400,
402,
399,
401,
405,
407,
409,
454,
406,
408,
410,
422,
440,
411,
412,
417,
413,
415,
416,
414,
418,
420,
421,
419,
423,
425,
424,
426,
437,
438,
427,
432,
428,
430,
429,
431,
433,
435,
434,
436,
439,
441,
443,
442,
444,
451,
452,
445,
449,
446,
448,
447,
450,
453,
455,
456,
457,
458,
459,
460,
461,
462,
466,
469,
471,
475,
463,
465,
464,
467,
468,
470,
472,
474,
473,
476,
478,
477
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
3243
],
[
92,
9127
],
[
92,
9242
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
67,
129
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
52,
10028
],
[
67,
159
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
20,
10028
],
[
61,
3243
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
3243
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9127
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
41,
10028
],
[
61,
9242
],
[
54,
10028
],
[
61,
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
],
[
4,
10028
],
[
61,
7146
],
[
78,
10028
],
[
41,
10028
],
[
61,
9242
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6590
],
[
61,
5209
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5664
],
[
61,
5381
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
33,
10028
],
[
61,
4973
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
79,
4986
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
81,
10028
],
[
61,
4973
],
[
54,
10028
],
[
45,
10028
],
[
79,
4923
],
[
54,
10028
],
[
78,
10028
],
[
52,
10028
],
[
83,
10028
],
[
81,
10028
],
[
61,
4973
],
[
54,
10028
],
[
45,
10028
],
[
79,
4170
],
[
54,
10028
],
[
81,
10028
],
[
61,
4973
],
[
54,
10028
],
[
45,
10028
],
[
79,
4808
],
[
54,
10028
],
[
81,
10028
],
[
61,
4973
],
[
54,
10028
],
[
45,
10028
],
[
79,
9779
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
1892
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
79,
1892
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
1892
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
1891
],
[
78,
10028
],
[
61,
1892
],
[
54,
10028
],
[
4,
10028
],
[
61,
4977
],
[
78,
10028
],
[
81,
10028
],
[
61,
1891
],
[
54,
10028
],
[
45,
10028
],
[
79,
4977
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
1929
],
[
81,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
4977
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
61,
1891
],
[
54,
10028
],
[
45,
10028
],
[
79,
2495
],
[
54,
10028
],
[
4,
10028
],
[
61,
3236
],
[
78,
10028
],
[
81,
10028
],
[
18,
10028
],
[
61,
5631
],
[
54,
10028
],
[
18,
10028
],
[
8,
9550
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
8341
],
[
61,
7444
],
[
54,
10028
],
[
54,
10028
],
[
61,
3236
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
4978
],
[
78,
10028
],
[
61,
5488
],
[
78,
10028
],
[
78,
10028
],
[
61,
3236
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
4978
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
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,
7146
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
820
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
7474
],
[
61,
4032
],
[
78,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
7497
],
[
61,
4032
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
4808
],
[
78,
10028
],
[
61,
9779
],
[
78,
10028
],
[
78,
10028
],
[
83,
10028
],
[
81,
10028
],
[
61,
4978
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
81,
10028
],
[
61,
4978
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
5485
],
[
78,
10028
],
[
61,
5488
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
68,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
5485
],
[
78,
10028
],
[
11,
10028
],
[
53,
10028
],
[
18,
10028
],
[
61,
6626
],
[
54,
10028
],
[
61,
2422
],
[
54,
10028
],
[
94,
10028
],
[
61,
2422
],
[
78,
10028
],
[
61,
5485
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
5485
],
[
78,
10028
],
[
11,
10028
],
[
18,
10028
],
[
8,
3772
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
5485
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
89,
10028
],
[
24,
10028
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
79,
10029
],
[
54,
10028
],
[
61,
5485
],
[
54,
10028
],
[
52,
10028
],
[
61,
4808
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
9779
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
8
],
[
8
],
[
9
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
8
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
]
] |
[
[
"mscoco",
"generator"
]
] | 479
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
479
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"data_dir"
],
[
"arg",
"tmp_dir"
],
[
"arg",
"training"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Num",
"0"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"data_dir"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"data_dir"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Name",
"training"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__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__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"prefix"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Name",
"training"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"open"
],
[
"Name",
"io"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"load"
],
[
"Name",
"json"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"image"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"images"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"image"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"id"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"image"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"file_name"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"image"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"height"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"image"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"width"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"annotations"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"annotations"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"annotations"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"annotation"
],
[
"Store",
"__NONE__"
],
[
"Name",
"annotations"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"image_id"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"annotation"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"image_id"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"append"
],
[
"Subscript",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"image_id"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"annotation"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"caption"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"data"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"list"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"values"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shuffle"
],
[
"Name",
"random"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"data"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"image_info"
],
[
"Store",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"data"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"image_info"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"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",
"prefix"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Open"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"rb"
],
[
"Name",
"f"
],
[
"Store",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"read"
],
[
"Name",
"f"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"height"
],
[
"Store",
"__NONE__"
],
[
"Name",
"width"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"image_info"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"image_info"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"label"
],
[
"Store",
"__NONE__"
],
[
"Name",
"labels"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"label"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ord"
],
[
"Load",
"__NONE__"
],
[
"Name",
"c"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"c"
],
[
"Store",
"__NONE__"
],
[
"Name",
"label"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"label"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"encode"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"label"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Yield",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"label"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"height"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"width"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
5,
6,
6,
6,
7,
9,
12,
12,
13,
15,
16,
16,
17,
20,
20,
21,
23,
23,
24,
26,
26,
26,
27,
27,
28,
31,
34,
35,
35,
35,
36,
38,
41,
42,
42,
42,
43,
45,
48,
49,
49,
49,
50,
50,
51,
56,
57,
57,
57,
58,
58,
59,
64,
65,
65,
65,
66,
66,
67,
72,
73,
73,
73,
74,
74,
75,
80,
80,
81,
83,
85,
85,
85,
85,
85,
86,
86,
86,
87,
89,
92,
93,
93,
94,
97,
97,
98,
98,
98,
99,
104,
104,
105,
105,
106,
106,
107,
112,
113,
113,
114,
114,
115,
118,
118,
119,
119,
119,
122,
122,
122,
123,
125,
125,
126,
128,
132,
133
],
[
1,
2,
3,
5,
34,
41,
48,
56,
64,
72,
80,
85,
132,
4,
6,
12,
20,
7,
9,
11,
8,
10,
13,
15,
14,
16,
17,
19,
18,
21,
23,
22,
24,
26,
25,
27,
31,
33,
28,
30,
29,
32,
35,
36,
38,
40,
37,
39,
42,
43,
45,
47,
44,
46,
49,
50,
54,
55,
51,
53,
52,
57,
58,
62,
63,
59,
61,
60,
65,
66,
70,
71,
67,
69,
68,
73,
74,
78,
79,
75,
77,
76,
81,
83,
82,
84,
86,
92,
97,
104,
112,
87,
89,
91,
88,
90,
93,
94,
96,
95,
98,
103,
99,
101,
102,
100,
105,
111,
106,
110,
107,
109,
108,
113,
114,
118,
115,
117,
116,
119,
131,
120,
121,
122,
123,
125,
130,
124,
126,
128,
127,
129,
133,
134
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
18,
10028
],
[
61,
4771
],
[
54,
10028
],
[
61,
589
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
1985
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
1985
],
[
78,
10028
],
[
18,
10028
],
[
61,
3500
],
[
54,
10028
],
[
81,
10028
],
[
8,
1240
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
23,
10028
],
[
81,
10028
],
[
61,
1985
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
22,
10028
],
[
23,
10028
],
[
81,
10028
],
[
61,
1985
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
22,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
7074
],
[
61,
1985
],
[
54,
10028
],
[
54,
10028
],
[
79,
4747
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
7074
],
[
61,
1985
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
7074
],
[
61,
1985
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
7074
],
[
61,
1985
],
[
54,
10028
],
[
54,
10028
],
[
79,
4810
],
[
62,
10028
],
[
4,
10028
],
[
61,
1984
],
[
78,
10028
],
[
52,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
6195
],
[
78,
10028
],
[
61,
9527
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
5319
],
[
61,
1985
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
9527
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
21,
10028
],
[
40,
10028
],
[
18,
10028
],
[
8,
8636
],
[
61,
6195
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
21,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4002
],
[
61,
1984
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
83,
10028
],
[
61,
6195
],
[
54,
10028
],
[
18,
10028
],
[
61,
8705
],
[
54,
10028
],
[
61,
9527
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
1984
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
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
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
8
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"flags",
"as",
"args"
]
] | 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__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"hasattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"args_dict"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"args_dict"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"dict"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Attribute",
"__dict__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Delete",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"args_dict"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Del",
"__NONE__"
],
[
"Delete",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"args_dict"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Del",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pop"
],
[
"Name",
"args_dict"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"h"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pop"
],
[
"Name",
"args_dict"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pop"
],
[
"Name",
"args_dict"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pop"
],
[
"Name",
"args_dict"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"help"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"args"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"name"
],
[
"Store",
"__NONE__"
],
[
"Name",
"val"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"items"
],
[
"Name",
"args_dict"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"val"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Continue",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"startswith"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Continue",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extend"
],
[
"Name",
"args"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"str"
],
[
"Load",
"__NONE__"
],
[
"Name",
"val"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"args"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
10,
10,
10,
10,
10,
10,
19,
19,
20,
20,
20,
21,
24,
26,
27,
27,
28,
30,
30,
30,
33,
33,
34,
36,
36,
37,
39,
39,
40,
42,
43,
43,
44,
47,
48,
48,
48,
49,
51,
52
],
[
1,
2,
5,
7,
19,
47,
3,
4,
6,
8,
10,
9,
11,
12,
13,
14,
15,
16,
17,
18,
20,
26,
21,
23,
24,
22,
25,
27,
28,
30,
29,
31,
32,
33,
34,
36,
35,
37,
39,
38,
40,
42,
41,
43,
44,
46,
45,
48,
49,
51,
54,
50,
52,
53
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
6457
],
[
67,
159
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
67,
129
],
[
67,
159
],
[
67,
263
],
[
67,
311
],
[
79,
8605
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
6457
],
[
54,
10028
],
[
66,
10028
],
[
61,
10029
],
[
54,
10028
],
[
72,
10028
],
[
18,
10028
],
[
61,
1162
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
18,
10028
],
[
61,
8705
],
[
54,
10028
],
[
18,
10028
],
[
61,
8478
],
[
54,
10028
],
[
18,
10028
],
[
61,
5631
],
[
54,
10028
],
[
18,
10028
],
[
8,
5443
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
6457
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
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
],
[
1
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
]
] |
[
[
"get",
"default",
"master",
"type"
]
] | 55
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
55
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"num_gpus"
],
[
"Num",
"1"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Num",
"0"
],
[
"Num",
"1"
],
[
"Num",
"4"
],
[
"Num",
"8"
],
[
"Str",
"standard"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"num_gpus"
],
[
"Load",
"__NONE__"
],
[
"NotIn",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Raise",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"ValueError"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"str"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"sorted"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"list"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"keys"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"num_gpus"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
18,
19,
21,
21,
22,
22,
23,
26,
27,
29,
31,
31,
31,
32,
32,
32,
33,
33,
34,
34,
35,
43,
43,
44,
48,
48,
48,
50,
50,
51,
54,
54,
55,
57,
58,
58,
59,
62,
62,
62,
62,
63,
63,
64,
67,
67,
68,
68,
68,
69,
71,
74,
74,
74,
76,
76,
77,
81,
81,
82,
82,
82,
83,
85,
89,
89,
90,
90,
90,
91,
93,
97,
97,
97,
98,
98,
99,
102,
103,
103,
104,
104,
105,
105,
106,
111,
111,
112,
112,
112,
113,
115,
118,
118,
118,
118,
118,
118,
119,
121,
121,
122,
125,
125,
126,
129,
129,
130,
133,
133,
134,
137,
137,
138,
141,
141,
142,
144,
144,
145,
145,
146,
147,
147,
148,
148,
149,
155,
155,
156,
158,
158,
158,
158,
158,
158,
162,
162,
162,
165,
165,
165,
165,
166,
166,
167,
170,
170,
171,
174,
177,
177,
177,
177,
177,
177,
181,
181,
182,
185,
185,
186,
189,
189,
190,
193,
195,
196
],
[
1,
2,
3,
5,
62,
97,
141,
155,
195,
4,
6,
8,
7,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
21,
29,
31,
43,
47,
48,
19,
20,
22,
26,
23,
25,
24,
27,
28,
30,
32,
41,
42,
33,
39,
40,
34,
38,
35,
37,
36,
44,
46,
45,
49,
50,
54,
51,
53,
52,
55,
57,
56,
58,
59,
61,
60,
63,
67,
81,
89,
64,
66,
65,
68,
74,
69,
71,
73,
70,
72,
75,
76,
80,
77,
79,
78,
82,
88,
83,
85,
87,
84,
86,
90,
96,
91,
93,
95,
92,
94,
98,
102,
111,
99,
101,
100,
103,
104,
110,
105,
109,
106,
108,
107,
112,
118,
113,
115,
117,
114,
116,
119,
121,
125,
129,
133,
137,
120,
122,
124,
123,
126,
128,
127,
130,
132,
131,
134,
136,
135,
138,
140,
139,
142,
144,
143,
145,
154,
146,
153,
147,
148,
152,
149,
151,
150,
156,
158,
157,
159,
160,
161,
162,
177,
193,
163,
164,
165,
166,
170,
174,
176,
167,
169,
168,
171,
173,
172,
175,
178,
179,
180,
181,
185,
189,
182,
184,
183,
186,
188,
187,
190,
192,
191,
194,
196,
197
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
79,
10029
],
[
79,
1984
],
[
79,
7595
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
41,
10028
],
[
20,
10028
],
[
8,
5805
],
[
8,
9619
],
[
61,
8874
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
243
],
[
79,
245
],
[
79,
10029
],
[
8,
6690
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6457
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
8,
9472
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
79,
8605
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
67,
159
],
[
40,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
79,
4909
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9099
],
[
78,
10028
],
[
18,
10028
],
[
8,
8720
],
[
18,
10028
],
[
8,
6416
],
[
8,
3305
],
[
61,
3305
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
24,
10028
],
[
79,
10029
],
[
79,
5488
],
[
79,
10029
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
83,
10028
],
[
8,
6058
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
7201
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
61,
9099
],
[
54,
10028
],
[
54,
10028
],
[
24,
10028
],
[
79,
6058
],
[
79,
7201
],
[
79,
4875
],
[
8,
6058
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
7201
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"configure",
"job"
]
] | 198
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
198
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"args"
],
[
"Str",
"region"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"major"
],
[
"Attribute",
"version_info"
],
[
"Name",
"sys"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"3"
],
[
"Str",
"3.5"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"output_dir"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"num_gpus"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"use_tpu"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"standard"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"hyperparameters"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"timestamp"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"strftime"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"now"
],
[
"Attribute",
"datetime"
],
[
"Name",
"datetime"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"labels"
],
[
"Str",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Attribute",
"model"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"problem"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"timestamp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"model"
],
[
"Str",
"problem"
],
[
"Str",
"hparams"
],
[
"Attribute",
"model"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"problem"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
9,
9,
10,
10,
13,
13,
14,
14,
15,
18,
19,
21,
21,
22,
24,
25,
25,
26,
29,
29,
30,
32,
32,
32,
32,
32,
33,
33,
34,
39,
40,
42,
44,
44,
45,
47,
47,
47,
48,
48,
49,
50,
50,
51,
52,
52,
53,
58,
59,
61,
62,
64,
65,
66,
66,
67
],
[
1,
2,
4,
6,
21,
29,
44,
64,
3,
5,
7,
9,
8,
10,
13,
11,
12,
14,
18,
15,
17,
16,
19,
20,
22,
24,
23,
25,
26,
28,
27,
30,
32,
31,
33,
37,
38,
39,
42,
34,
36,
35,
40,
41,
43,
45,
47,
46,
48,
58,
61,
49,
57,
50,
51,
56,
52,
53,
55,
54,
59,
60,
62,
63,
65,
66,
67,
69,
68
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
7240
],
[
78,
10028
],
[
18,
10028
],
[
8,
4327
],
[
79,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
3121
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2387
],
[
61,
3551
],
[
54,
10028
],
[
54,
10028
],
[
79,
6039
],
[
79,
9519
],
[
95,
3121
],
[
61,
3121
],
[
54,
10028
],
[
95,
10029
],
[
62,
10028
],
[
4,
10028
],
[
61,
7697
],
[
78,
10028
],
[
18,
10028
],
[
8,
3104
],
[
18,
10028
],
[
8,
5374
],
[
18,
10028
],
[
8,
7246
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
2318
],
[
61,
10029
],
[
54,
10028
],
[
95,
6805
],
[
61,
7240
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3949
],
[
61,
7697
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
]
] |
[
[
"launch",
"job"
]
] | 70
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
70
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"project_id"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"format"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"credentials"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"build"
],
[
"Name",
"discovery"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"ml"
],
[
"Str",
"v1"
],
[
"keyword",
"credentials"
],
[
"Name",
"credentials"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"request"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"create"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"jobs"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"projects"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"body"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"parent"
],
[
"Name",
"project_id"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"execute"
],
[
"Name",
"request"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
7,
8,
10,
10,
11,
11,
12,
16,
16,
17,
19,
19,
20,
20,
21,
25,
25,
26,
28,
28,
29,
29,
30,
31,
31,
32,
37,
37,
38,
40,
40,
41,
41,
42,
42,
43,
47,
49,
50,
50,
50,
50,
50,
51,
54,
55,
57,
58,
60,
61,
63,
63,
64,
66,
66,
66,
69,
69,
69,
70,
72,
75,
76,
76,
76,
76,
76,
77,
80,
81,
83,
84,
86,
87,
89,
90
],
[
1,
2,
5,
7,
16,
25,
37,
49,
63,
75,
89,
3,
4,
6,
8,
10,
9,
11,
15,
12,
14,
13,
17,
19,
18,
20,
24,
21,
23,
22,
26,
28,
27,
29,
36,
30,
35,
31,
32,
34,
33,
38,
40,
39,
41,
47,
42,
46,
43,
45,
44,
48,
50,
51,
53,
54,
57,
60,
52,
55,
56,
58,
59,
61,
62,
64,
66,
65,
67,
68,
69,
70,
72,
74,
71,
73,
76,
77,
79,
80,
83,
86,
78,
81,
82,
84,
85,
87,
88,
90,
91
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8567
],
[
92,
8929
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
8567
],
[
78,
10028
],
[
18,
10028
],
[
8,
7949
],
[
61,
8567
],
[
54,
10028
],
[
54,
10028
],
[
79,
125
],
[
4,
10028
],
[
61,
8929
],
[
78,
10028
],
[
18,
10028
],
[
8,
7949
],
[
61,
8929
],
[
54,
10028
],
[
54,
10028
],
[
79,
125
],
[
4,
10028
],
[
61,
9127
],
[
78,
10028
],
[
18,
10028
],
[
8,
7949
],
[
18,
10028
],
[
8,
4637
],
[
61,
8981
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
125
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2202
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
8567
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
95,
8567
],
[
61,
8567
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
9127
],
[
61,
9127
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
83,
10028
],
[
61,
8929
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
95,
9127
],
[
61,
9127
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"tar",
"and",
"copy"
]
] | 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",
"src_dir"
],
[
"arg",
"target_dir"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"src_dir"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"rstrip"
],
[
"Name",
"src_dir"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"/"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"target_dir"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"rstrip"
],
[
"Name",
"target_dir"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"/"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"tmp_dir"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"rstrip"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"gettempdir"
],
[
"Name",
"tempfile"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"/"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"basename"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"src_dir"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"src_dir"
],
[
"Name",
"src_dir"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"tmp_dir"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"target_dir"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"tmp_dir"
],
[
"Name",
"tmp_dir"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
4,
6,
7,
7,
8,
8,
9,
9,
10,
15,
15,
16,
18,
18,
19,
19,
20,
20,
21,
21,
22,
25,
25,
26,
31,
32,
32,
33,
33,
34,
34,
34,
35,
37,
42,
43,
43,
44,
44,
45,
45,
45,
46,
48,
53,
53,
54,
56,
57,
57,
58,
58,
58,
59,
59,
60,
60,
61,
61,
61,
62,
64,
69,
73,
73,
74,
76,
77,
77,
78,
78,
78,
79,
79,
80,
80,
81,
81,
81,
82,
84,
89,
93,
93,
94,
96,
96,
97,
99,
99,
100,
100,
101,
101,
102,
102,
103,
107,
107,
107,
108,
108,
109,
109,
110,
114,
116,
118,
118,
119,
121,
121,
121,
125,
125,
125,
125,
125,
125,
125,
125,
125,
126,
128,
129,
129,
129,
130,
130,
131,
131,
132,
137,
139,
140,
140,
140,
141,
141,
142,
142,
143,
148,
150,
150,
151,
153,
153,
153,
154,
154,
155,
155,
156,
160,
161,
161,
162,
166,
167,
167,
167,
168,
168,
169,
172,
174,
176,
177,
177,
178,
178,
179,
182,
184,
184,
185,
187,
187,
187,
188,
188,
189,
189,
190,
194,
197,
197,
198,
200,
200,
200,
201,
203,
205,
206,
206,
207,
207,
207,
210,
213,
213,
214,
214,
215,
215,
215,
216,
216,
217,
217,
218,
222,
225,
227,
228,
228,
229,
229,
230,
233,
235,
235,
236,
238,
238,
238,
239,
241,
243,
245,
246
],
[
1,
2,
4,
6,
15,
31,
42,
53,
73,
93,
125,
235,
245,
3,
5,
7,
8,
14,
9,
13,
10,
12,
11,
16,
18,
17,
19,
30,
20,
29,
21,
25,
22,
24,
23,
26,
28,
27,
32,
33,
41,
34,
40,
35,
37,
39,
36,
38,
43,
44,
52,
45,
51,
46,
48,
50,
47,
49,
54,
56,
55,
57,
58,
72,
59,
69,
71,
60,
68,
61,
67,
62,
64,
66,
63,
65,
70,
74,
76,
75,
77,
78,
92,
79,
89,
91,
80,
88,
81,
87,
82,
84,
86,
83,
85,
90,
94,
96,
95,
97,
99,
98,
100,
118,
101,
107,
102,
106,
103,
105,
104,
108,
114,
116,
109,
113,
110,
112,
111,
115,
117,
119,
121,
120,
122,
123,
124,
126,
128,
139,
150,
166,
176,
184,
197,
213,
127,
129,
130,
136,
137,
131,
135,
132,
134,
133,
138,
140,
141,
147,
148,
142,
146,
143,
145,
144,
149,
151,
153,
152,
154,
160,
165,
155,
159,
156,
158,
157,
161,
162,
164,
163,
167,
168,
172,
174,
169,
171,
170,
173,
175,
177,
178,
182,
179,
181,
180,
183,
185,
187,
186,
188,
194,
196,
189,
193,
190,
192,
191,
195,
198,
200,
199,
201,
203,
205,
202,
204,
206,
207,
212,
208,
209,
210,
211,
214,
227,
215,
225,
216,
222,
224,
217,
221,
218,
220,
219,
223,
226,
228,
229,
233,
230,
232,
231,
234,
236,
238,
237,
239,
241,
243,
240,
242,
244,
246,
247
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
6684
],
[
78,
10028
],
[
18,
10028
],
[
8,
8543
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
10029
],
[
54,
10028
],
[
79,
3
],
[
3,
10028
],
[
18,
10028
],
[
8,
8636
],
[
81,
10028
],
[
61,
6684
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
54,
10028
],
[
79,
1166
],
[
3,
10028
],
[
18,
10028
],
[
8,
8636
],
[
81,
10028
],
[
61,
6684
],
[
54,
10028
],
[
45,
10028
],
[
67,
304
],
[
54,
10028
],
[
54,
10028
],
[
79,
727
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8732
],
[
81,
10028
],
[
18,
10028
],
[
8,
8543
],
[
81,
10028
],
[
61,
6684
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
54,
10028
],
[
79,
327
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8732
],
[
81,
10028
],
[
18,
10028
],
[
8,
8543
],
[
81,
10028
],
[
61,
6684
],
[
54,
10028
],
[
45,
10028
],
[
67,
304
],
[
54,
10028
],
[
54,
10028
],
[
79,
327
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
1832
],
[
54,
10028
],
[
53,
10028
],
[
18,
10028
],
[
8,
10029
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4287
],
[
54,
10028
],
[
94,
10028
],
[
61,
4287
],
[
78,
10028
],
[
52,
10028
],
[
79,
8295
],
[
79,
10029
],
[
54,
10028
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
4637
],
[
61,
8981
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
7872
],
[
61,
8343
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4960
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
6035
],
[
61,
6647
],
[
54,
10028
],
[
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,
10029
],
[
54,
10028
],
[
79,
8295
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
95,
6750
],
[
52,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
820
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
9712
],
[
61,
4032
],
[
78,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
9835
],
[
61,
4032
],
[
54,
10028
],
[
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
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"tar",
"and",
"copy",
"t2t"
]
] | 248
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
248
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"output"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"\"\""
],
[
"Assert",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"startswith"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"output"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"Version"
],
[
"Assert",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"startswith"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"output"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"7"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"Location"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"strip"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"output"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
":"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"strip"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"output"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"7"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
":"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"all"
],
[
"Load",
"__NONE__"
],
[
"ListComp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"fname"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"fname"
],
[
"Store",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"setup.py"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"gettempdir"
],
[
"Name",
"tempfile"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"rmtree"
],
[
"Name",
"shutil"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"ignore_errors"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"mkdir"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"setup.py"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"packages"
],
[
"List",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Open"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"w"
],
[
"Name",
"f"
],
[
"Store",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"write"
],
[
"Name",
"f"
],
[
"Load",
"__NONE__"
],
[
"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__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
5,
7,
8,
8,
9,
9,
10,
10,
11,
16,
16,
17,
19,
19,
20,
20,
21,
21,
22,
26,
26,
27,
27,
28,
28,
29,
33,
35,
35,
36,
38,
38,
38,
39,
39,
40,
40,
41,
45,
46,
46,
47,
51,
51,
52,
54,
54,
54,
55,
55,
56,
56,
57,
61,
63,
63,
64,
67,
68,
68,
68,
69,
69,
70,
73,
75,
77,
78,
78,
78,
79,
79,
80,
83,
85,
87,
87,
88,
90,
90,
90,
91,
91,
92,
92,
93,
97,
100,
100,
101,
103,
103,
103,
104,
106,
108,
109,
109,
110,
112,
114,
114,
115,
115,
116,
116,
116,
117,
117,
118,
118,
119,
123,
126,
128,
129,
129,
130,
130,
131,
134,
136,
136,
137,
139,
139,
139,
140,
142,
144,
146,
147
],
[
1,
2,
5,
7,
16,
35,
51,
67,
77,
87,
100,
114,
136,
146,
3,
4,
6,
8,
9,
15,
10,
14,
11,
13,
12,
17,
19,
18,
20,
26,
21,
25,
22,
24,
23,
27,
33,
28,
32,
29,
31,
30,
34,
36,
38,
37,
39,
45,
50,
40,
44,
41,
43,
42,
46,
47,
49,
48,
52,
54,
53,
55,
61,
63,
56,
60,
57,
59,
58,
62,
64,
66,
65,
68,
69,
73,
75,
70,
72,
71,
74,
76,
78,
79,
83,
85,
80,
82,
81,
84,
86,
88,
90,
89,
91,
97,
99,
92,
96,
93,
95,
94,
98,
101,
103,
102,
104,
106,
108,
105,
107,
109,
110,
112,
111,
113,
115,
128,
116,
126,
117,
123,
125,
118,
122,
119,
121,
120,
124,
127,
129,
130,
134,
131,
133,
132,
135,
137,
139,
138,
140,
142,
144,
141,
143,
145,
147,
148
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
1677
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
3968
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
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
],
[
18,
10028
],
[
8,
4637
],
[
61,
8981
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5375
],
[
8,
6866
],
[
61,
6647
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
7872
],
[
61,
8343
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4960
],
[
62,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
3059
],
[
61,
8343
],
[
54,
10028
],
[
54,
10028
],
[
61,
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,
10029
],
[
54,
10028
],
[
79,
8295
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
95,
6750
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
820
],
[
8,
4646
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
79,
9712
],
[
61,
4032
],
[
78,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
9835
],
[
61,
4032
],
[
54,
10028
],
[
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
],
[
73,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"tar",
"and",
"copy",
"usr",
"dir"
]
] | 149
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
149
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"abspath"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expanduser"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"gettempdir"
],
[
"Name",
"tempfile"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"join"
],
[
"Attribute",
"path"
],
[
"Name",
"os"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"rmtree"
],
[
"Name",
"shutil"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"ignore_errors"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"copytree"
],
[
"Name",
"shutil"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"setup.py"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"packages"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Open"
],
[
"Attribute",
"gfile"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"w"
],
[
"Name",
"f"
],
[
"Store",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"write"
],
[
"Name",
"f"
],
[
"Load",
"__NONE__"
],
[
"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__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
6,
6,
8,
9,
11,
12,
12,
13,
13,
14,
14,
15,
20,
21,
21,
22,
22,
23,
23,
24,
29,
30,
30,
30,
31,
31,
32,
37,
38,
38,
38,
39,
39,
40,
45,
45,
46,
46,
47,
50,
51,
51,
52,
55,
55,
56,
56,
57,
60,
61,
61,
61,
62,
62,
63,
67,
67,
67,
67,
72,
72,
73,
73,
74,
77,
77,
77,
78,
78,
79,
82,
82,
82,
83,
83,
83,
84,
84,
85,
90,
91,
91,
91,
92,
92,
93,
97,
97,
97,
101,
101,
101,
102,
102,
102,
103,
103,
104,
109,
110,
110,
110,
111,
111,
112,
116,
116,
116,
120,
121,
121,
121,
122,
122,
123,
128,
129,
129,
129,
130,
130,
131,
135,
135,
135,
135,
135,
135
],
[
1,
2,
3,
5,
11,
20,
29,
37,
45,
55,
72,
4,
6,
7,
8,
9,
10,
12,
13,
19,
14,
18,
15,
17,
16,
21,
22,
28,
23,
27,
24,
26,
25,
30,
31,
35,
36,
32,
34,
33,
38,
39,
43,
44,
40,
42,
41,
46,
50,
47,
49,
48,
51,
52,
54,
53,
56,
60,
57,
59,
58,
61,
62,
66,
67,
63,
65,
64,
68,
69,
70,
71,
73,
77,
74,
76,
75,
78,
82,
128,
79,
81,
80,
83,
90,
101,
84,
88,
89,
85,
87,
86,
91,
92,
96,
97,
93,
95,
94,
98,
99,
100,
102,
109,
120,
103,
107,
108,
104,
106,
105,
110,
111,
115,
116,
112,
114,
113,
117,
118,
119,
121,
122,
126,
127,
123,
125,
124,
129,
130,
134,
135,
131,
133,
132,
136,
137,
138,
139,
140,
141
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
3,
10028
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
18,
10028
],
[
8,
8636
],
[
8,
6690
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
3,
10028
],
[
18,
10028
],
[
8,
8636
],
[
8,
3243
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
56,
10028
],
[
67,
159
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
56,
10028
],
[
67,
129
],
[
40,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
44,
10028
],
[
52,
10028
],
[
67,
159
],
[
67,
263
],
[
67,
311
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
44,
10028
],
[
52,
10028
],
[
79,
10029
],
[
79,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
67,
263
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
44,
10028
],
[
52,
10028
],
[
79,
10029
],
[
79,
10029
],
[
54,
10028
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
3,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
44,
10028
],
[
52,
10028
],
[
79,
8605
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
79,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
8
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
9
],
[
9
],
[
9
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
7
],
[
7
],
[
7
],
[
7
]
] |
[
[
"validate",
"flags"
]
] | 142
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
142
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assert",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"startswith"
],
[
"Attribute",
"output_dir"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assert",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"startswith"
],
[
"Attribute",
"data_dir"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"LtE",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"LtE",
"__NONE__"
],
[
"Num",
"0"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"4"
],
[
"Num",
"8"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assert",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"In",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"standard"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
6,
7,
9,
9,
10,
12,
13,
15,
15,
16,
18,
18,
18,
19,
21,
24,
25,
25,
25,
25,
26,
26,
27,
27,
28,
33,
35,
35,
36,
36,
37,
40,
42,
43,
44,
46,
46,
47,
49,
49,
50,
53,
53,
54,
56,
56,
57,
59,
61,
62,
62,
62,
63,
65,
67,
69,
69,
69,
70,
70,
71,
74,
74,
75,
77,
77,
77,
78,
80,
80,
81,
84,
86,
87,
87,
87,
88,
90,
92,
94,
95,
95,
96,
98,
100,
101,
101,
101,
101,
102,
102,
103,
103,
104,
109,
111,
113,
114,
114,
115,
115,
116,
116,
117,
122,
123,
123,
123,
124,
124,
125,
125,
126,
131,
133,
134,
134,
134,
135,
135,
136,
136,
137,
142,
144,
145,
145,
145,
146,
146,
147,
147,
148,
153
],
[
1,
2,
3,
5,
9,
15,
24,
42,
46,
53,
61,
69,
94,
100,
113,
122,
133,
144,
4,
6,
7,
8,
10,
12,
11,
13,
14,
16,
18,
17,
19,
21,
23,
20,
22,
25,
26,
32,
33,
35,
27,
31,
28,
30,
29,
34,
36,
40,
37,
39,
38,
41,
43,
44,
45,
47,
49,
48,
50,
52,
51,
54,
56,
55,
57,
59,
58,
60,
62,
63,
65,
67,
64,
66,
68,
70,
74,
86,
71,
73,
72,
75,
77,
76,
78,
80,
84,
79,
81,
83,
82,
85,
87,
88,
90,
92,
89,
91,
93,
95,
96,
98,
97,
99,
101,
102,
108,
109,
111,
103,
107,
104,
106,
105,
110,
112,
114,
115,
121,
116,
120,
117,
119,
118,
123,
124,
130,
131,
125,
129,
126,
128,
127,
132,
134,
135,
141,
142,
136,
140,
137,
139,
138,
143,
145,
146,
152,
153,
147,
151,
148,
150,
149,
154
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
5370
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
5370
],
[
54,
10028
],
[
18,
10028
],
[
8,
6945
],
[
61,
7122
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
3,
10028
],
[
18,
10028
],
[
61,
2947
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
6690
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
589
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
5370
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
5370
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
5370
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
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
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
]
] |
[
[
"launch"
]
] | 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__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"job_name"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"job_name"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"pformat"
],
[
"Name",
"pprint"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assert",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"confirm"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"output_dir"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"FLAGS"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"job_name"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"job_name"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"job_name"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
2,
4,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
20,
22,
22,
22,
22,
22,
22,
23,
23,
23,
24,
26,
28,
28,
29,
29,
30,
30,
31,
36,
36,
37,
39,
39,
39,
40,
42,
44,
46,
47,
47,
48,
48,
49,
49,
50,
54,
54,
55,
58,
59,
59,
60,
60,
61,
61,
62,
66,
66,
67,
70,
70,
70,
71,
71,
71,
72,
76,
76,
76,
78,
80,
80,
81,
82,
82,
83,
83,
84,
87,
87,
87,
88,
92,
93,
93,
94,
96,
96,
96,
97,
99,
101,
103,
104,
104,
105,
105,
106,
109,
111,
112,
114,
115,
115,
115,
115,
115,
115,
115,
116,
116,
117,
117,
117,
118,
120,
122,
125,
126,
128,
129,
131,
132,
134,
135,
137,
138,
140,
141,
143,
143,
144,
144,
145,
148,
148,
149,
152,
152,
153,
153,
154,
157,
159,
160
],
[
1,
2,
4,
6,
152,
159,
3,
5,
7,
20,
22,
114,
143,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
21,
23,
36,
46,
58,
70,
111,
24,
26,
28,
25,
27,
29,
35,
30,
34,
31,
33,
32,
37,
39,
38,
40,
42,
44,
41,
43,
45,
47,
48,
54,
49,
53,
50,
52,
51,
55,
57,
56,
59,
60,
66,
61,
65,
62,
64,
63,
67,
69,
68,
71,
76,
103,
72,
74,
75,
73,
77,
78,
80,
79,
81,
92,
82,
83,
87,
84,
86,
85,
88,
90,
91,
89,
93,
94,
96,
95,
97,
99,
101,
98,
100,
102,
104,
105,
109,
106,
108,
107,
110,
112,
113,
115,
116,
125,
128,
131,
134,
137,
140,
117,
124,
118,
120,
122,
119,
121,
123,
126,
127,
129,
130,
132,
133,
135,
136,
138,
139,
141,
142,
144,
148,
145,
147,
146,
149,
151,
150,
153,
157,
154,
156,
155,
158,
160,
161
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
2745
],
[
30,
10028
],
[
79,
10029
],
[
35,
10029
],
[
93,
10028
],
[
92,
8153
],
[
92,
6195
],
[
92,
8309
],
[
92,
3667
],
[
92,
5094
],
[
92,
7608
],
[
92,
5473
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
18,
10028
],
[
61,
5286
],
[
54,
10028
],
[
61,
5094
],
[
54,
10028
],
[
8,
10029
],
[
8,
5535
],
[
8,
5414
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
9753
],
[
78,
10028
],
[
18,
10028
],
[
61,
5094
],
[
54,
10028
],
[
61,
8309
],
[
54,
10028
],
[
61,
3667
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4002
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
5094
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4002
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
5094
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
7608
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
35,
10029
],
[
93,
10028
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
6203
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
6195
],
[
54,
10028
],
[
0,
10028
],
[
79,
10029
],
[
73,
10028
],
[
18,
10028
],
[
61,
7608
],
[
54,
10028
],
[
18,
10028
],
[
61,
5094
],
[
54,
10028
],
[
61,
8309
],
[
54,
10028
],
[
61,
3667
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
9753
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
18,
10028
],
[
61,
8830
],
[
54,
10028
],
[
61,
2745
],
[
54,
10028
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
61,
6195
],
[
54,
10028
],
[
95,
8309
],
[
61,
8309
],
[
54,
10028
],
[
95,
3667
],
[
61,
3667
],
[
54,
10028
],
[
95,
5094
],
[
61,
5094
],
[
54,
10028
],
[
95,
7608
],
[
61,
7608
],
[
54,
10028
],
[
95,
10028
],
[
61,
5473
],
[
54,
10028
],
[
18,
10028
],
[
8,
9833
],
[
61,
4448
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
2745
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
2745
],
[
54,
10028
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
2745
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
],
[
0
],
[
1
],
[
0
],
[
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
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
4
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
10
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"add",
"weight"
]
] | 162
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
162
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"cls"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"name"
],
[
"arg",
"shape"
],
[
"arg",
"dtype"
],
[
"arg",
"initializer"
],
[
"arg",
"regularizer"
],
[
"arg",
"kwargs"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"isinstance"
],
[
"Load",
"__NONE__"
],
[
"Name",
"initializer"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"layers"
],
[
"Attribute",
"keras"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"weight"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"initializer"
],
[
"Load",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dtype"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extend"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"initializer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"extend"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"initializer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"regularizer"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"name_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"regularizer"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"initializer"
],
[
"Load",
"__NONE__"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"Name",
"dtype"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"weight"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"super"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cls"
],
[
"Load",
"__NONE__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"shape"
],
[
"Name",
"shape"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Name",
"dtype"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"initializer"
],
[
"Name",
"initializer"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"regularizer"
],
[
"Name",
"regularizer"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"wraps"
],
[
"Name",
"functools"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"cls"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"cls"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"cls"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
9,
9,
10,
10,
11,
15,
15,
16,
18,
18,
18,
18,
19,
19,
20,
23,
23,
24,
24,
25,
29,
31,
32,
32,
33,
36,
36,
37,
39,
39,
40,
40,
41,
45,
45,
46,
48,
48,
49,
49,
50,
54,
54,
55,
57,
57,
57,
58,
61,
61,
61,
62,
65,
65,
65,
66,
69,
71,
71,
72,
74,
74,
74,
75,
75,
76,
79,
82,
82,
83,
85,
85,
85,
86,
86,
87,
90,
93,
93,
94,
96,
96,
96,
97,
97,
98,
101,
103,
105,
105,
106,
108,
108,
108,
108,
108,
108,
109,
109,
110,
113,
114,
114,
115,
115,
116,
120,
121,
122,
122,
123,
126,
127,
127,
128,
128,
129,
133,
134,
134,
134,
135,
135,
136,
136,
137,
142,
142,
143,
143,
144,
148,
149,
149,
150,
150,
151,
155,
155,
156,
158,
158,
159,
159,
160,
163,
165,
165,
165,
166,
167,
167,
168,
168,
169,
172,
172,
173,
176,
177,
177,
177,
178,
178,
179,
179,
180,
185,
187,
188
],
[
1,
2,
6,
8,
165,
3,
4,
5,
7,
9,
15,
36,
45,
54,
71,
82,
93,
105,
155,
10,
14,
11,
13,
12,
16,
18,
17,
19,
23,
29,
31,
20,
22,
21,
24,
28,
25,
27,
26,
30,
32,
33,
35,
34,
37,
39,
38,
40,
44,
41,
43,
42,
46,
48,
47,
49,
53,
50,
52,
51,
55,
57,
56,
58,
60,
61,
59,
62,
64,
65,
63,
66,
68,
69,
67,
70,
72,
74,
73,
75,
79,
81,
76,
78,
77,
80,
83,
85,
84,
86,
90,
92,
87,
89,
88,
91,
94,
96,
95,
97,
101,
103,
98,
100,
99,
102,
104,
106,
108,
107,
109,
113,
120,
126,
133,
148,
110,
112,
111,
114,
115,
119,
116,
118,
117,
121,
122,
123,
125,
124,
127,
128,
132,
129,
131,
130,
134,
135,
141,
142,
136,
140,
137,
139,
138,
143,
147,
144,
146,
145,
149,
150,
154,
151,
153,
152,
156,
158,
157,
159,
163,
160,
162,
161,
164,
166,
176,
187,
167,
168,
172,
169,
171,
170,
173,
175,
174,
177,
178,
184,
185,
179,
183,
180,
182,
181,
186,
188,
189
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
10029
],
[
67,
130
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
2241
],
[
78,
10028
],
[
18,
10028
],
[
8,
1163
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
9240
],
[
62,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
1849
],
[
78,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
3852
],
[
78,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
2241
],
[
54,
10028
],
[
0,
10028
],
[
11,
10028
],
[
61,
1849
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
61,
3852
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5896
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
6016
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
67,
160
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2045
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2241
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
2241
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
8060
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
4660
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
11,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
0,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4938
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2241
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
3026
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
8041
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
79,
2241
],
[
61,
2241
],
[
54,
10028
],
[
73,
10028
],
[
61,
2241
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
]
] |
[
[
"get",
"beta"
]
] | 190
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
190
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"__UNK__"
],
[
"Num",
"0.0"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"beta"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"Variable"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"trainable"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"alpha"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"epsilon"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"beta"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"alpha"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"epsilon"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"maximum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"minimum"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"assign"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"beta"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"beta"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"schedule"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"global_step"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"identity"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"beta"
],
[
"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__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"scalar"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"beta"
],
[
"Name",
"beta"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"beta"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
13,
16,
16,
17,
17,
17,
18,
22,
22,
23,
25,
25,
26,
26,
27,
30,
30,
31,
31,
32,
35,
37,
37,
38,
38,
38,
39,
43,
43,
44,
46,
46,
47,
47,
48,
51,
51,
52,
52,
53,
56,
58,
58,
59,
61,
61,
62,
64,
64,
64,
64,
64,
65,
67,
69,
71,
73,
75,
75,
75,
76,
76,
76,
78,
78,
79,
82,
82,
83,
83,
84,
88,
88,
88,
88,
88,
88,
88,
89,
89,
89,
90,
92,
92,
92,
92,
92,
93,
95,
97,
99,
103,
105,
105,
105,
106,
109,
109,
109,
109,
109,
110,
110,
111,
114,
116,
118,
120,
122,
123,
123,
123,
124,
124,
125,
125,
126,
130,
130,
130,
133,
135,
137,
138,
138,
138,
139,
139,
140,
140,
141,
145,
145,
145,
148,
150,
152,
153,
153,
153,
154,
154,
155,
155,
156,
160,
160,
160,
163,
165,
167,
168,
168,
168,
169,
169,
170,
170,
171,
175,
175,
175,
178,
180,
182,
183,
183,
183,
184,
184,
185,
185,
186,
191,
191,
192,
192,
193,
196,
198,
198,
199,
201,
201,
202,
202,
203,
206,
208,
208,
209,
209,
209,
210,
210,
211,
211,
212,
218,
218,
219,
221,
221,
222,
222,
223,
226,
226,
226,
227,
230,
230,
231,
231,
232,
236,
237,
237,
237,
238,
241
],
[
1,
2,
10,
12,
16,
37,
58,
75,
198,
208,
236,
3,
4,
5,
6,
7,
8,
9,
11,
13,
15,
14,
17,
22,
18,
20,
21,
19,
23,
25,
24,
26,
30,
27,
29,
28,
31,
35,
32,
34,
33,
36,
38,
43,
39,
41,
42,
40,
44,
46,
45,
47,
51,
48,
50,
49,
52,
56,
53,
55,
54,
57,
59,
61,
60,
62,
64,
63,
65,
67,
69,
71,
73,
66,
68,
70,
72,
74,
76,
88,
182,
77,
78,
82,
79,
81,
80,
83,
87,
84,
86,
85,
89,
103,
105,
122,
137,
152,
167,
90,
92,
102,
91,
93,
95,
97,
99,
101,
94,
96,
98,
100,
104,
106,
108,
109,
107,
110,
114,
116,
118,
120,
111,
113,
112,
115,
117,
119,
121,
123,
124,
130,
135,
125,
129,
126,
128,
127,
131,
132,
133,
134,
136,
138,
139,
145,
150,
140,
144,
141,
143,
142,
146,
147,
148,
149,
151,
153,
154,
160,
165,
155,
159,
156,
158,
157,
161,
162,
163,
164,
166,
168,
169,
175,
180,
170,
174,
171,
173,
172,
176,
177,
178,
179,
181,
183,
184,
190,
191,
185,
189,
186,
188,
187,
192,
196,
193,
195,
194,
197,
199,
201,
200,
202,
206,
203,
205,
204,
207,
209,
218,
210,
216,
217,
211,
215,
212,
214,
213,
219,
221,
220,
222,
226,
223,
225,
224,
227,
229,
230,
228,
231,
235,
232,
234,
233,
237,
238,
240,
241,
239,
242
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
5915
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
130
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9410
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9978
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
3829
],
[
54,
10028
],
[
18,
10028
],
[
61,
9986
],
[
54,
10028
],
[
61,
5915
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
8,
5268
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
83,
10028
],
[
61,
4911
],
[
78,
10028
],
[
83,
10028
],
[
61,
5914
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5914
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
5914
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
4836
],
[
8,
8827
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
4911
],
[
54,
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
],
[
4,
10028
],
[
61,
2241
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
38,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
1671
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
80,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
11,
10028
],
[
61,
2241
],
[
54,
10028
],
[
60,
10028
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
8
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
]
] |
[
[
"get",
"kl",
"loss"
]
] | 243
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
243
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"means"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"unstack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros_like"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"enumerate"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"zip"
],
[
"Load",
"__NONE__"
],
[
"Name",
"means"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Attribute",
"is_training"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"mean"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mean"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mean"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"histogram"
],
[
"Attribute",
"summary"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__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__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"beta"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"abs"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"beta"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
6,
8,
8,
9,
11,
11,
11,
12,
12,
13,
16,
17,
17,
18,
21,
21,
22,
22,
23,
27,
27,
28,
30,
30,
31,
31,
32,
36,
37,
37,
38,
38,
39,
39,
40,
44,
44,
44,
47,
49,
49,
50,
50,
50,
51,
55,
55,
56,
58,
58,
58,
59,
61,
61,
63,
64,
67,
68,
68,
68,
68,
68,
68,
68,
68,
68,
69,
69,
70,
73,
74,
76,
77,
79,
80,
80,
81,
81,
82,
86,
87,
87,
88,
88,
89,
93,
94,
94,
95,
98,
99,
101,
102,
102,
103,
103,
104,
108,
109,
109,
110,
110,
111
],
[
1,
2,
6,
8,
27,
36,
49,
67,
3,
4,
5,
7,
9,
11,
10,
12,
16,
21,
13,
15,
14,
17,
18,
20,
19,
22,
26,
23,
25,
24,
28,
30,
29,
31,
35,
32,
34,
33,
37,
38,
44,
39,
43,
40,
42,
41,
45,
46,
47,
48,
50,
55,
51,
53,
54,
52,
56,
58,
57,
59,
61,
66,
60,
62,
63,
64,
65,
68,
69,
73,
76,
79,
86,
93,
98,
101,
108,
70,
72,
71,
74,
75,
77,
78,
80,
81,
85,
82,
84,
83,
87,
88,
92,
89,
91,
90,
94,
95,
97,
96,
99,
100,
102,
103,
107,
104,
106,
105,
109,
110,
114,
111,
113,
112
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8153
],
[
92,
4986
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
5562
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
5078
],
[
8,
5721
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
38,
10028
],
[
67,
129
],
[
4,
10028
],
[
61,
4986
],
[
78,
10028
],
[
81,
10028
],
[
61,
4986
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
4986
],
[
61,
4986
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
5268
],
[
8,
5268
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
8,
4875
],
[
61,
8153
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
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
],
[
102
],
[
103
],
[
104
],
[
105
],
[
106
],
[
107
],
[
108
],
[
109
],
[
110
],
[
111
],
[
112
],
[
113
],
[
114
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
]
] |
[
[
"construct",
"latent",
"tower"
]
] | 115
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
115
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"self"
],
[
"arg",
"images"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"less"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"info"
],
[
"Attribute",
"logging"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"images"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"images"
],
[
"Name",
"images"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"is_training"
],
[
"Attribute",
"is_training"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Attribute",
"hparams"
],
[
"Name",
"self"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
14,
16,
16,
17,
19,
19,
20,
20,
21,
24,
26,
26,
27,
27,
27,
27,
28,
30,
32,
35,
35,
35,
35,
35,
36,
38,
40,
42,
44,
45,
47,
48,
48,
48,
48,
49,
49,
50,
53,
54,
54,
55,
58,
59,
59,
60,
63,
64,
66,
66,
67,
69,
69,
69,
70,
70,
71,
71,
72,
76,
78,
78,
78,
81,
81,
82,
85,
85,
86,
89,
89,
90,
90,
91,
94,
94,
95,
97,
99,
99,
100,
102,
102,
102,
102,
102,
102,
102,
102,
102,
102,
103,
105,
107,
109,
111,
112,
112,
112,
113,
115,
118,
119,
121,
122,
122,
124,
125,
125,
126,
129,
130,
132,
133,
135,
136,
138,
139,
139,
139,
140,
142
],
[
1,
2,
14,
16,
26,
47,
66,
85,
89,
99,
138,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
15,
17,
19,
18,
20,
24,
21,
23,
22,
25,
27,
35,
28,
30,
32,
34,
29,
31,
33,
36,
38,
40,
42,
44,
37,
39,
41,
43,
45,
46,
48,
49,
53,
58,
63,
50,
52,
51,
54,
55,
57,
56,
59,
60,
62,
61,
64,
65,
67,
69,
68,
70,
76,
78,
71,
75,
72,
74,
73,
77,
79,
80,
81,
82,
84,
83,
86,
88,
87,
90,
94,
91,
93,
92,
95,
97,
96,
98,
100,
102,
101,
103,
105,
107,
109,
111,
118,
121,
129,
132,
135,
104,
106,
108,
110,
112,
113,
115,
117,
114,
116,
119,
120,
122,
123,
124,
125,
126,
128,
127,
130,
131,
133,
134,
136,
137,
139,
140,
142,
144,
141,
143
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
5131
],
[
92,
10029
],
[
92,
4875
],
[
92,
10029
],
[
92,
4102
],
[
92,
5755
],
[
92,
5473
],
[
62,
10028
],
[
62,
10028
],
[
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,
10029
],
[
78,
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
],
[
95,
4102
],
[
61,
4102
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
5420
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
9540
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
4875
],
[
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
],
[
62,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
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
],
[
61,
4875
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4102
],
[
54,
10028
],
[
79,
5131
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
5807
],
[
86,
10028
],
[
64,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
95,
5755
],
[
61,
5755
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10028
],
[
61,
5473
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
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
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"transformer",
"encode"
]
] | 145
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
145
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"inputs"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"__UNK__"
],
[
"arg",
"features"
],
[
"arg",
"losses"
],
[
"arg",
"kwargs"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"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",
"__UNK__"
],
[
"Store",
"__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__"
],
[
"keyword",
"features"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"key"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"value"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"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__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__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__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Str",
"inputs"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"make_image_summary"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"losses"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"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,
20,
22,
23,
23,
23,
23,
24,
24,
25,
28,
29,
29,
30,
33,
34,
34,
35,
38,
39,
41,
41,
42,
44,
44,
44,
45,
45,
46,
46,
47,
51,
53,
53,
53,
56,
56,
57,
60,
60,
61,
63,
63,
63,
63,
63,
63,
63,
63,
63,
63,
63,
63,
64,
66,
68,
70,
72,
74,
76,
77,
79,
80,
82,
83,
85,
86,
88,
89,
91,
92,
94,
94,
94,
95,
95,
95,
97,
98,
98,
99,
102,
102,
102,
103,
103,
104,
108,
108,
109,
109,
110,
110,
111,
116,
117,
119,
120,
120,
120,
121,
121,
122,
125,
127
],
[
1,
2,
20,
22,
41,
60,
94,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
21,
23,
24,
28,
33,
38,
25,
27,
26,
29,
30,
32,
31,
34,
35,
37,
36,
39,
40,
42,
44,
43,
45,
51,
53,
46,
50,
47,
49,
48,
52,
54,
55,
56,
57,
59,
58,
61,
63,
62,
64,
66,
68,
70,
72,
74,
76,
79,
82,
85,
88,
91,
65,
67,
69,
71,
73,
75,
77,
78,
80,
81,
83,
84,
86,
87,
89,
90,
92,
93,
95,
116,
119,
96,
97,
102,
98,
99,
101,
100,
103,
107,
108,
104,
106,
105,
109,
115,
110,
114,
111,
113,
112,
117,
118,
120,
121,
125,
127,
122,
124,
123,
126,
128
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4875
],
[
92,
10029
],
[
92,
2445
],
[
92,
10029
],
[
92,
10029
],
[
92,
5755
],
[
92,
5473
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
5420
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
9540
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
4875
],
[
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
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
95,
2445
],
[
61,
2445
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
5755
],
[
61,
5755
],
[
54,
10028
],
[
95,
10028
],
[
61,
5473
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
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
],
[
73,
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
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
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
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
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
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
]
] |
[
[
"transformer",
"decode"
]
] | 129
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
129
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"__UNK__"
],
[
"arg",
"cache"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"losses"
],
[
"arg",
"kwargs"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"key"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"value"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"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__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"cache"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"losses"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__NONE__"
],
[
"Name",
"kwargs"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__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__"
],
[
"Return",
"__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,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
13,
15,
15,
15,
17,
17,
18,
21,
21,
22,
25,
25,
26,
28,
28,
28,
30,
30,
31,
34,
34,
35,
38,
38,
39,
41,
41,
41,
43,
43,
44,
47,
47,
48,
51,
51,
52,
54,
54,
54,
55,
55,
56,
56,
57,
61,
61,
62,
66,
66,
67,
67,
67,
68,
72,
72,
73,
76,
77,
77,
78,
78,
79,
82,
82,
82,
83,
83,
83,
86,
88,
88,
88,
88,
91,
91,
91,
92,
92,
93,
96,
96,
97,
97,
98,
101,
101,
101,
101,
102,
104,
106,
109,
109,
110,
113,
113,
113,
114,
114,
115,
118,
118,
119,
119,
120,
123,
123,
123,
123,
124,
126,
128,
131,
131,
132,
135,
135,
136,
138,
138,
139,
141,
143,
143,
144,
144,
144,
145,
145,
146,
150,
150,
150,
154,
154,
154,
155,
157,
157,
158,
160,
162,
162,
163,
163,
163,
164,
164,
164,
165,
167,
168,
168,
168,
171,
174,
177,
177,
178,
178,
179,
182,
182,
182,
182,
183,
186,
186,
187,
191,
191,
191,
191,
192,
192,
192,
193,
197,
197,
197,
197,
197,
197,
198,
200,
200,
201,
203,
205,
205,
206,
208,
208,
208,
211,
213,
213,
213,
213,
213,
214,
215,
215,
216,
216,
217,
220,
220,
220,
223,
223,
223,
224,
226,
229,
229,
230,
232,
232,
232,
232,
232,
233,
233,
234,
237,
239,
241,
243,
244,
246,
246,
247,
249,
249,
249,
250,
250,
251,
254,
256,
256,
257,
260,
260,
261,
263,
263,
263,
263,
263,
264,
264,
265,
268,
270,
272,
274,
275,
277,
277,
278,
280,
280,
280,
281,
281,
282,
285,
287,
287,
288,
291,
291,
292,
292,
292,
293,
293,
293,
294,
296,
297,
300,
303,
305,
305,
306,
306,
306,
307,
307,
307,
308,
310,
311,
314,
317,
319,
319,
320,
320,
320,
321,
323,
326,
328,
328,
329,
329,
329,
330,
332,
335,
337,
338
],
[
1,
2,
10,
12,
25,
38,
51,
66,
76,
143,
191,
337,
3,
4,
5,
6,
7,
8,
9,
11,
13,
15,
14,
16,
17,
21,
18,
20,
19,
22,
24,
23,
26,
28,
27,
29,
30,
34,
31,
33,
32,
35,
37,
36,
39,
41,
40,
42,
43,
47,
44,
46,
45,
48,
50,
49,
52,
54,
53,
55,
61,
65,
56,
60,
57,
59,
58,
62,
64,
63,
67,
72,
68,
70,
71,
69,
73,
75,
74,
77,
78,
82,
79,
81,
80,
83,
88,
135,
84,
85,
86,
87,
89,
90,
91,
113,
92,
96,
109,
93,
95,
94,
97,
101,
98,
100,
99,
102,
104,
106,
108,
103,
105,
107,
110,
112,
111,
114,
118,
131,
115,
117,
116,
119,
123,
120,
122,
121,
124,
126,
128,
130,
125,
127,
129,
132,
134,
133,
136,
138,
137,
139,
141,
140,
142,
144,
154,
145,
149,
150,
146,
148,
147,
151,
152,
153,
155,
157,
162,
156,
158,
160,
159,
161,
163,
177,
164,
174,
176,
165,
167,
173,
166,
168,
169,
170,
171,
172,
175,
178,
182,
179,
181,
180,
183,
185,
186,
190,
184,
187,
189,
188,
192,
197,
319,
328,
193,
195,
196,
194,
198,
200,
205,
213,
291,
305,
199,
201,
203,
202,
204,
206,
208,
207,
209,
210,
211,
212,
214,
229,
246,
260,
277,
215,
216,
220,
217,
219,
218,
221,
222,
223,
224,
226,
228,
225,
227,
230,
232,
231,
233,
237,
239,
241,
243,
234,
236,
235,
238,
240,
242,
244,
245,
247,
249,
248,
250,
254,
256,
251,
253,
252,
255,
257,
259,
258,
261,
263,
262,
264,
268,
270,
272,
274,
265,
267,
266,
269,
271,
273,
275,
276,
278,
280,
279,
281,
285,
287,
282,
284,
283,
286,
288,
290,
289,
292,
303,
293,
300,
302,
294,
296,
299,
295,
297,
298,
301,
304,
306,
317,
307,
314,
316,
308,
310,
313,
309,
311,
312,
315,
318,
320,
326,
321,
323,
325,
322,
324,
327,
329,
335,
330,
332,
334,
331,
333,
336,
338,
339
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
2445
],
[
92,
4875
],
[
92,
2215
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
6463
],
[
78,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
41,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
67,
129
],
[
40,
10028
],
[
20,
10028
],
[
61,
2445
],
[
54,
10028
],
[
47,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
2445
],
[
78,
10028
],
[
24,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
9417
],
[
61,
2445
],
[
54,
10028
],
[
54,
10028
],
[
25,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5529
],
[
54,
10028
],
[
24,
10028
],
[
79,
5399
],
[
79,
9517
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
94,
10028
],
[
61,
5529
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6463
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
66,
10028
],
[
52,
10028
],
[
79,
10029
],
[
79,
10029
],
[
54,
10028
],
[
33,
10028
],
[
61,
5529
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6463
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
81,
10028
],
[
61,
2445
],
[
54,
10028
],
[
45,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5529
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
79,
4032
],
[
78,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
129
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
33,
10028
],
[
61,
5529
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6463
],
[
54,
10028
],
[
4,
10028
],
[
61,
5532
],
[
78,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5529
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
5532
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
5399
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
9517
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
81,
10028
],
[
61,
2445
],
[
54,
10028
],
[
45,
10028
],
[
61,
5532
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
81,
10028
],
[
61,
2445
],
[
54,
10028
],
[
45,
10028
],
[
61,
5532
],
[
54,
10028
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
2445
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
2445
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
61,
2445
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
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
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
9
],
[
9
],
[
10
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"init",
"transformer",
"cache"
]
] | 340
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
340
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"cache"
],
[
"arg",
"hparams"
],
[
"arg",
"batch_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"num_layers"
],
[
"Store",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Is",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"update"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"DictComp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Load",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"k"
],
[
"Str",
"v"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"comprehension",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"num_layers"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NotIn",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"num_layers"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"f"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"num_layers"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"k"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"v"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
19,
25,
25,
26,
33,
35,
35,
36,
36,
36,
37,
41,
41,
42,
44,
44,
44,
45,
45,
46,
46,
47,
50,
52,
55,
55,
56,
58,
58,
58,
58,
58,
58,
58,
58,
59,
62,
64,
66,
68,
70,
72,
74,
75,
75,
75,
75,
76,
76,
77,
80,
81,
81,
82,
85,
86,
86,
86,
86,
86,
86,
86,
86,
86,
86,
92,
94,
96,
98,
100,
102,
103,
105,
105,
105,
105,
105,
105,
105,
105,
105,
105,
105,
105,
105,
106,
106,
106,
107,
111,
111,
112,
114,
114,
114,
115,
118,
118,
118,
119,
119,
120,
123,
123,
124,
127,
128,
128,
129,
132,
132,
133,
133,
133,
133,
134,
136,
138,
141,
141,
141,
141,
141,
141,
141,
141,
141,
141,
141,
141,
142,
142,
143,
146,
148,
150,
152,
154,
156,
158,
159,
161,
162,
164,
165,
165,
165,
166,
170,
172,
173,
175,
175,
175,
175,
175,
176,
176,
176,
177,
181,
181,
182,
184,
184,
184,
185,
187,
187,
187,
189,
191,
194,
194,
195,
197,
197,
197,
198,
200,
200,
202,
205,
205,
206,
208,
208,
208,
209,
211,
211,
211,
213,
214,
216,
219,
219,
220,
222,
222,
222,
223,
225,
225,
227,
228,
231,
231,
231,
231,
231,
231,
231,
231,
231,
231,
231,
231,
231,
231,
231,
231,
232,
232,
232,
232,
232,
232,
239,
241,
241,
242,
242,
242,
243,
245,
248,
248,
248,
248,
249,
251,
253,
255,
257,
257,
258,
260,
260,
261,
261,
262,
265,
267,
267,
268,
270,
270,
270,
270,
271,
273,
277,
277,
278,
280,
280,
280,
280,
281,
283,
286,
286,
289,
289,
290,
290,
290,
291,
291,
292,
297,
297,
298,
301,
301,
302,
304,
304,
304,
304,
305,
305,
306,
309,
311,
313,
315,
315,
315,
316,
319,
319,
319,
320,
320,
321,
324,
326,
328,
328,
329,
331,
331,
331,
332,
332,
333,
336,
336,
336,
337,
337,
338,
338,
339,
342,
342,
343,
343,
344,
347,
349,
352,
354,
354,
354,
355,
358,
358,
358,
359,
359,
360,
363,
365,
367,
367,
368,
370,
370,
370,
371,
371,
372,
375,
377,
379,
379,
380,
382,
382,
383,
383,
384,
387,
389,
389,
390,
392,
392,
392,
392,
393,
393,
394,
397,
399,
401,
401,
401,
402,
402,
403,
406,
408,
410,
410,
411,
413,
413,
414,
414,
415,
418,
420,
421,
421,
421,
421,
421,
421,
421,
422,
422,
422,
423,
427,
429,
431,
433,
435,
438,
438,
438,
438,
439,
439,
439,
443,
443,
444,
446,
446,
446,
447,
450,
452,
452,
453,
453,
455,
457,
457,
457,
458,
461,
461,
462,
462,
463,
466,
468,
469,
469,
470,
470,
471,
474,
476,
476,
477,
479,
479,
479,
480,
480,
481,
484,
484,
484,
485,
487,
490,
491,
491,
492,
495,
495,
496,
498,
498,
498,
499,
499,
500,
503,
503,
504,
508,
508,
509,
511,
511,
511,
512,
515,
515,
515,
516,
516,
517,
520,
520,
520,
521,
525,
526,
526,
527,
530,
530,
531,
533,
533,
533,
534,
534,
535,
538,
538,
539,
542,
543,
543,
544,
547,
547,
548,
550,
551,
551,
552,
552,
553,
556,
557,
557,
558,
558,
559,
563,
563,
564,
564,
564,
564,
564,
564,
564,
565,
567,
569,
571,
573,
575,
578,
578,
578,
578,
578,
579,
579,
580,
583,
585,
587,
587,
587,
587,
587,
587,
587,
588,
588,
589,
589,
590,
594,
596,
598,
600,
602,
605,
606,
606,
606,
606,
606,
606,
606,
607,
607,
608,
608,
609,
612,
614,
614,
615,
615,
616,
619,
619,
620,
623,
623,
624,
624,
625,
628,
628,
628,
629,
633,
633,
634,
634,
635,
638,
638,
638,
639,
641,
644,
644,
644,
645,
645,
646,
649,
651,
653,
653,
654,
654,
655,
658,
658,
659,
663,
663,
664,
666,
668,
669,
669,
669,
669,
672,
674
],
[
1,
2,
33,
35,
55,
74,
105,
668,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
21,
22,
23,
24,
25,
29,
30,
31,
32,
20,
26,
28,
27,
34,
36,
41,
37,
39,
40,
38,
42,
44,
43,
45,
52,
54,
46,
50,
47,
49,
48,
51,
53,
56,
58,
57,
59,
61,
62,
64,
66,
68,
70,
72,
60,
63,
65,
67,
69,
71,
73,
75,
76,
80,
85,
102,
77,
79,
78,
81,
82,
84,
83,
86,
87,
88,
89,
90,
91,
92,
94,
96,
98,
100,
93,
95,
97,
99,
101,
103,
104,
106,
111,
132,
175,
231,
438,
476,
495,
508,
530,
547,
563,
663,
107,
109,
110,
108,
112,
114,
113,
115,
117,
118,
116,
119,
123,
127,
120,
122,
121,
124,
126,
125,
128,
129,
131,
130,
133,
141,
134,
136,
138,
140,
135,
137,
139,
142,
146,
148,
150,
152,
154,
156,
158,
161,
164,
170,
172,
143,
145,
144,
147,
149,
151,
153,
155,
157,
159,
160,
162,
163,
165,
166,
168,
169,
167,
171,
173,
174,
176,
181,
194,
205,
219,
177,
179,
180,
178,
182,
184,
183,
185,
187,
193,
186,
188,
189,
191,
190,
192,
195,
197,
196,
198,
200,
204,
199,
201,
202,
203,
206,
208,
207,
209,
211,
218,
210,
212,
213,
216,
214,
215,
217,
220,
222,
221,
223,
225,
230,
224,
226,
227,
228,
229,
232,
239,
241,
257,
267,
277,
289,
301,
315,
328,
354,
367,
379,
389,
410,
420,
233,
234,
235,
236,
237,
238,
240,
242,
248,
243,
245,
247,
244,
246,
249,
251,
253,
255,
250,
252,
254,
256,
258,
260,
259,
261,
265,
262,
264,
263,
266,
268,
270,
269,
271,
273,
275,
276,
272,
274,
278,
280,
279,
281,
283,
285,
286,
282,
284,
287,
288,
290,
297,
291,
295,
296,
292,
294,
293,
298,
300,
299,
302,
304,
303,
305,
309,
311,
313,
306,
308,
307,
310,
312,
314,
316,
318,
319,
317,
320,
324,
326,
321,
323,
322,
325,
327,
329,
331,
330,
332,
336,
352,
333,
335,
334,
337,
349,
351,
338,
342,
339,
341,
340,
343,
347,
344,
346,
345,
348,
350,
353,
355,
357,
358,
356,
359,
363,
365,
360,
362,
361,
364,
366,
368,
370,
369,
371,
375,
377,
372,
374,
373,
376,
378,
380,
382,
381,
383,
387,
384,
386,
385,
388,
390,
392,
391,
393,
397,
399,
401,
394,
396,
395,
398,
400,
402,
406,
408,
403,
405,
404,
407,
409,
411,
413,
412,
414,
418,
415,
417,
416,
419,
421,
422,
427,
429,
431,
433,
435,
437,
423,
425,
426,
424,
428,
430,
432,
434,
436,
439,
443,
452,
468,
440,
441,
442,
444,
446,
445,
447,
449,
450,
448,
451,
453,
457,
454,
455,
456,
458,
460,
461,
459,
462,
466,
463,
465,
464,
467,
469,
470,
474,
471,
473,
472,
475,
477,
479,
478,
480,
484,
490,
481,
483,
482,
485,
487,
489,
486,
488,
491,
492,
494,
493,
496,
498,
497,
499,
503,
507,
500,
502,
501,
504,
506,
505,
509,
511,
510,
512,
514,
515,
513,
516,
520,
525,
517,
519,
518,
521,
523,
524,
522,
526,
527,
529,
528,
531,
533,
532,
534,
538,
542,
535,
537,
536,
539,
541,
540,
543,
544,
546,
545,
548,
550,
549,
551,
552,
556,
553,
555,
554,
557,
558,
562,
559,
561,
560,
564,
578,
565,
567,
569,
571,
573,
575,
577,
566,
568,
570,
572,
574,
576,
579,
583,
585,
587,
605,
580,
582,
581,
584,
586,
588,
594,
596,
598,
600,
602,
604,
589,
593,
590,
592,
591,
595,
597,
599,
601,
603,
606,
607,
614,
623,
633,
644,
653,
662,
608,
612,
609,
611,
610,
613,
615,
619,
616,
618,
617,
620,
622,
621,
624,
628,
625,
627,
626,
629,
631,
632,
630,
634,
638,
635,
637,
636,
639,
641,
643,
640,
642,
645,
649,
651,
646,
648,
647,
650,
652,
654,
658,
655,
657,
656,
659,
661,
660,
664,
666,
665,
667,
669,
670,
671,
672,
674,
673,
675
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4875
],
[
92,
10029
],
[
92,
9680
],
[
92,
10029
],
[
92,
2227
],
[
92,
10029
],
[
92,
1849
],
[
92,
10029
],
[
92,
10029
],
[
92,
2215
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
61,
10029
],
[
54,
10028
],
[
67,
159
],
[
67,
159
],
[
67,
160
],
[
67,
129
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
62,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
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,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
2445
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
61,
4875
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
5420
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
9540
],
[
24,
10028
],
[
79,
9680
],
[
79,
2215
],
[
79,
2227
],
[
79,
1849
],
[
79,
10029
],
[
61,
9680
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
2227
],
[
54,
10028
],
[
61,
1849
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
2227
],
[
54,
10028
],
[
38,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
6570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
95,
3667
],
[
8,
5158
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
8077
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2227
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9680
],
[
54,
10028
],
[
61,
1849
],
[
54,
10028
],
[
95,
8652
],
[
61,
2445
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
95,
9472
],
[
62,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
67,
129
],
[
76,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
8077
],
[
78,
10028
],
[
81,
10028
],
[
61,
8077
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
76,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
8077
],
[
78,
10028
],
[
81,
10028
],
[
61,
8077
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
4911
],
[
92,
10029
],
[
92,
6331
],
[
92,
10029
],
[
92,
2445
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
5730
],
[
78,
10028
],
[
61,
2445
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
4,
10028
],
[
61,
8980
],
[
78,
10028
],
[
18,
10028
],
[
61,
4620
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
4620
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
1978
],
[
4,
10028
],
[
61,
8980
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
6331
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
61,
8980
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
13,
10028
],
[
18,
10028
],
[
8,
3854
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
8,
7448
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
6331
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9272
],
[
61,
9027
],
[
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,
10029
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
18,
10028
],
[
8,
8563
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9272
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
11,
10028
],
[
61,
4911
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
4911
],
[
92,
10029
],
[
92,
1218
],
[
4,
10028
],
[
61,
4235
],
[
78,
10028
],
[
20,
10028
],
[
61,
4911
],
[
54,
10028
],
[
39,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
4235
],
[
78,
10028
],
[
13,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
5726
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4235
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
3667
],
[
8,
5159
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4197
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
6331
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
6570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
95,
3667
],
[
8,
5159
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
8994
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
2018
],
[
8,
8309
],
[
61,
8994
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
129
],
[
61,
10029
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
52,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6253
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
8077
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
24,
10028
],
[
79,
6714
],
[
79,
8077
],
[
61,
10029
],
[
54,
10028
],
[
61,
8077
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
4
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
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
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"fast",
"decode",
"tpu"
]
] | 676
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
676
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"__UNK__"
],
[
"arg",
"vocab_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"beam_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"alpha"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"batch_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1.0"
],
[
"Num",
"0"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"key"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"value"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"vocab_size"
],
[
"Str",
"batch_size"
],
[
"Str",
"beam_size"
],
[
"Str",
"alpha"
],
[
"Str",
"__UNK__"
],
[
"Name",
"vocab_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"beam_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"alpha"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"beam_size"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ones"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"beam_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vocab_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"alpha"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"states"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"keyword",
"use_tpu"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"i"
],
[
"arg",
"__UNK__"
],
[
"arg",
"next_id"
],
[
"arg",
"__UNK__"
],
[
"arg",
"cache"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Store",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"temperature"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"getattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"getattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"argmax"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"temperature"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Name",
"temperature"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BitOr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"equal"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"range"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"transpose"
],
[
"Name",
"tf"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"squeeze"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"transpose"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"i"
],
[
"arg",
"__UNK__"
],
[
"arg",
"_"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"finished"
],
[
"Store",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"GtE",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"finished"
],
[
"Store",
"__NONE__"
],
[
"BitOr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"logical_not"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"finished"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int64"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"fill"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ones"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int64"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"tensor"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"as_list"
],
[
"Attribute",
"shape"
],
[
"Name",
"tensor"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"nest"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"outputs"
],
[
"Str",
"scores"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"scores"
],
[
"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,
2,
2,
2,
2,
2,
2,
2,
19,
25,
25,
26,
33,
35,
35,
36,
36,
36,
37,
41,
41,
42,
44,
44,
44,
45,
45,
46,
46,
47,
50,
52,
55,
55,
56,
58,
58,
58,
58,
58,
58,
58,
58,
59,
61,
62,
64,
65,
67,
68,
70,
72,
73,
75,
76,
78,
79,
81,
81,
81,
81,
81,
81,
81,
81,
81,
81,
81,
81,
82,
82,
82,
83,
87,
87,
88,
90,
90,
90,
91,
94,
94,
94,
95,
95,
96,
99,
99,
100,
103,
104,
104,
105,
108,
108,
109,
109,
109,
109,
110,
112,
114,
117,
117,
117,
117,
117,
117,
117,
117,
117,
117,
118,
118,
119,
122,
124,
126,
128,
130,
132,
134,
135,
137,
138,
140,
141,
141,
141,
142,
146,
146,
146,
146,
146,
147,
147,
147,
148,
152,
152,
153,
155,
155,
155,
156,
158,
158,
158,
160,
162,
165,
165,
166,
168,
168,
168,
169,
171,
171,
173,
176,
176,
177,
179,
179,
179,
180,
182,
182,
182,
184,
185,
187,
190,
190,
191,
193,
193,
193,
194,
196,
196,
198,
199,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
202,
203,
203,
203,
203,
203,
203,
210,
212,
212,
213,
213,
213,
214,
216,
219,
219,
219,
219,
220,
222,
224,
226,
228,
228,
229,
231,
231,
232,
232,
233,
236,
238,
238,
239,
241,
241,
241,
241,
242,
244,
248,
248,
249,
251,
251,
251,
251,
252,
254,
257,
257,
260,
260,
261,
261,
261,
262,
262,
263,
268,
268,
269,
272,
272,
273,
275,
275,
275,
275,
276,
276,
277,
280,
282,
284,
286,
286,
286,
287,
290,
290,
290,
291,
291,
292,
295,
297,
299,
299,
300,
302,
302,
302,
303,
303,
304,
307,
307,
307,
308,
308,
309,
309,
310,
313,
313,
314,
314,
315,
318,
320,
323,
325,
325,
325,
326,
329,
329,
329,
330,
330,
331,
334,
336,
338,
338,
339,
341,
341,
341,
342,
342,
343,
346,
348,
350,
350,
351,
353,
353,
353,
354,
354,
355,
358,
358,
358,
359,
361,
364,
366,
367,
367,
367,
367,
367,
367,
367,
368,
368,
368,
369,
373,
375,
377,
379,
381,
384,
384,
384,
384,
385,
385,
385,
389,
389,
390,
392,
392,
392,
393,
396,
398,
398,
399,
399,
401,
403,
403,
403,
404,
407,
407,
408,
408,
409,
412,
414,
415,
415,
416,
416,
417,
420,
422,
422,
423,
425,
425,
425,
426,
426,
427,
430,
430,
430,
431,
435,
436,
436,
437,
440,
440,
441,
443,
443,
443,
444,
444,
445,
448,
448,
449,
453,
453,
454,
456,
456,
456,
457,
460,
460,
460,
461,
461,
462,
465,
465,
465,
466,
470,
471,
471,
472,
475,
475,
476,
478,
478,
478,
479,
479,
480,
483,
483,
484,
487,
488,
488,
489,
492,
492,
493,
493,
493,
493,
493,
493,
493,
494,
496,
498,
500,
502,
504,
507,
507,
507,
507,
507,
508,
508,
509,
512,
514,
516,
516,
516,
516,
516,
516,
516,
517,
517,
518,
518,
519,
523,
525,
527,
529,
531,
534,
535,
535,
535,
535,
535,
535,
535,
536,
536,
537,
537,
538,
541,
543,
543,
544,
544,
545,
548,
548,
551,
551,
552,
552,
553,
556,
556,
556,
560,
560,
561,
561,
562,
565,
565,
565,
569,
569,
569,
570,
570,
571,
574,
574,
575,
578,
580,
580,
581,
581,
582,
585,
585,
589,
589,
590,
592,
594,
595,
595,
595,
595,
595,
595,
599,
601,
603
],
[
1,
2,
33,
35,
55,
81,
594,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13,
14,
15,
16,
17,
18,
19,
21,
22,
23,
24,
25,
29,
30,
31,
32,
20,
26,
28,
27,
34,
36,
41,
37,
39,
40,
38,
42,
44,
43,
45,
52,
54,
46,
50,
47,
49,
48,
51,
53,
56,
58,
57,
59,
61,
64,
67,
70,
72,
75,
78,
60,
62,
63,
65,
66,
68,
69,
71,
73,
74,
76,
77,
79,
80,
82,
87,
108,
146,
202,
384,
422,
440,
453,
475,
492,
589,
83,
85,
86,
84,
88,
90,
89,
91,
93,
94,
92,
95,
99,
103,
96,
98,
97,
100,
102,
101,
104,
105,
107,
106,
109,
117,
110,
112,
114,
116,
111,
113,
115,
118,
122,
124,
126,
128,
130,
132,
134,
137,
140,
119,
121,
120,
123,
125,
127,
129,
131,
133,
135,
136,
138,
139,
141,
142,
144,
145,
143,
147,
152,
165,
176,
190,
148,
150,
151,
149,
153,
155,
154,
156,
158,
164,
157,
159,
160,
162,
161,
163,
166,
168,
167,
169,
171,
175,
170,
172,
173,
174,
177,
179,
178,
180,
182,
189,
181,
183,
184,
187,
185,
186,
188,
191,
193,
192,
194,
196,
201,
195,
197,
198,
199,
200,
203,
210,
212,
228,
238,
248,
260,
272,
286,
299,
325,
338,
350,
366,
204,
205,
206,
207,
208,
209,
211,
213,
219,
214,
216,
218,
215,
217,
220,
222,
224,
226,
221,
223,
225,
227,
229,
231,
230,
232,
236,
233,
235,
234,
237,
239,
241,
240,
242,
244,
246,
247,
243,
245,
249,
251,
250,
252,
254,
256,
257,
253,
255,
258,
259,
261,
268,
262,
266,
267,
263,
265,
264,
269,
271,
270,
273,
275,
274,
276,
280,
282,
284,
277,
279,
278,
281,
283,
285,
287,
289,
290,
288,
291,
295,
297,
292,
294,
293,
296,
298,
300,
302,
301,
303,
307,
323,
304,
306,
305,
308,
320,
322,
309,
313,
310,
312,
311,
314,
318,
315,
317,
316,
319,
321,
324,
326,
328,
329,
327,
330,
334,
336,
331,
333,
332,
335,
337,
339,
341,
340,
342,
346,
348,
343,
345,
344,
347,
349,
351,
353,
352,
354,
358,
364,
355,
357,
356,
359,
361,
363,
360,
362,
365,
367,
368,
373,
375,
377,
379,
381,
383,
369,
371,
372,
370,
374,
376,
378,
380,
382,
385,
389,
398,
414,
386,
387,
388,
390,
392,
391,
393,
395,
396,
394,
397,
399,
403,
400,
401,
402,
404,
406,
407,
405,
408,
412,
409,
411,
410,
413,
415,
416,
420,
417,
419,
418,
421,
423,
425,
424,
426,
430,
435,
427,
429,
428,
431,
433,
434,
432,
436,
437,
439,
438,
441,
443,
442,
444,
448,
452,
445,
447,
446,
449,
451,
450,
454,
456,
455,
457,
459,
460,
458,
461,
465,
470,
462,
464,
463,
466,
468,
469,
467,
471,
472,
474,
473,
476,
478,
477,
479,
483,
487,
480,
482,
481,
484,
486,
485,
488,
489,
491,
490,
493,
507,
494,
496,
498,
500,
502,
504,
506,
495,
497,
499,
501,
503,
505,
508,
512,
514,
516,
534,
509,
511,
510,
513,
515,
517,
523,
525,
527,
529,
531,
533,
518,
522,
519,
521,
520,
524,
526,
528,
530,
532,
535,
536,
543,
551,
560,
569,
580,
588,
537,
541,
538,
540,
539,
542,
544,
548,
545,
547,
546,
549,
550,
552,
556,
553,
555,
554,
557,
558,
559,
561,
565,
562,
564,
563,
566,
567,
568,
570,
574,
578,
571,
573,
572,
575,
577,
576,
579,
581,
585,
582,
584,
583,
586,
587,
590,
592,
591,
593,
595,
596,
597,
598,
599,
601,
603,
600,
602,
604
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4875
],
[
92,
10029
],
[
92,
9680
],
[
92,
10029
],
[
92,
2227
],
[
92,
10029
],
[
92,
1849
],
[
92,
10029
],
[
92,
10029
],
[
92,
2215
],
[
92,
10029
],
[
92,
10029
],
[
92,
2445
],
[
61,
10029
],
[
54,
10028
],
[
67,
159
],
[
67,
159
],
[
67,
160
],
[
67,
129
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
62,
10028
],
[
79,
10029
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
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,
10029
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
2445
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
95,
2445
],
[
61,
2445
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
95,
2215
],
[
61,
2215
],
[
54,
10028
],
[
95,
10029
],
[
67,
129
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
2227
],
[
54,
10028
],
[
38,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
6570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
95,
3667
],
[
8,
5158
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
8077
],
[
78,
10028
],
[
61,
2445
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2227
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9680
],
[
54,
10028
],
[
61,
1849
],
[
54,
10028
],
[
95,
8652
],
[
61,
2445
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
28,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
67,
129
],
[
76,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
8077
],
[
78,
10028
],
[
81,
10028
],
[
61,
8077
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
76,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
8077
],
[
78,
10028
],
[
81,
10028
],
[
61,
8077
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
76,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
4911
],
[
92,
10029
],
[
92,
6331
],
[
92,
10029
],
[
92,
2445
],
[
92,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
5730
],
[
78,
10028
],
[
61,
2445
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
4911
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
4,
10028
],
[
61,
8980
],
[
78,
10028
],
[
18,
10028
],
[
61,
4620
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
67,
130
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
4620
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
1978
],
[
4,
10028
],
[
61,
8980
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
61,
6331
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
5730
],
[
54,
10028
],
[
61,
8980
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
13,
10028
],
[
18,
10028
],
[
8,
3854
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
8596
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
8,
7448
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
2215
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
6331
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
73,
10028
],
[
83,
10028
],
[
11,
10028
],
[
61,
4911
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
61,
10029
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
35,
10029
],
[
93,
10028
],
[
92,
4911
],
[
92,
10029
],
[
92,
1218
],
[
4,
10028
],
[
61,
4235
],
[
78,
10028
],
[
20,
10028
],
[
61,
4911
],
[
54,
10028
],
[
39,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
86,
10028
],
[
64,
10028
],
[
61,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
4235
],
[
78,
10028
],
[
13,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
5726
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
4235
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
129
],
[
54,
10028
],
[
95,
3667
],
[
8,
5159
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4197
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
6331
],
[
78,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
18,
10028
],
[
8,
6570
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
67,
159
],
[
54,
10028
],
[
95,
3667
],
[
8,
5159
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
9977
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
2215
],
[
54,
10028
],
[
54,
10028
],
[
95,
3667
],
[
8,
4267
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
83,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
1218
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
2445
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
52,
10028
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
67,
129
],
[
61,
10029
],
[
54,
10028
],
[
61,
6331
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
52,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
62,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
62,
10028
],
[
62,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6253
],
[
54,
10028
],
[
54,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
62,
10028
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
8077
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
73,
10028
],
[
24,
10028
],
[
79,
6714
],
[
79,
8077
],
[
79,
2445
],
[
61,
10029
],
[
54,
10028
],
[
61,
8077
],
[
54,
10028
],
[
61,
2445
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
4
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
7
],
[
8
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
9
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
9
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
9
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
4
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
]
] |
[
[
"fast",
"decode"
]
] | 605
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
605
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"__UNK__"
],
[
"arg",
"vocab_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"beam_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"alpha"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"batch_size"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"cache"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Num",
"1"
],
[
"Num",
"1.0"
],
[
"Num",
"0"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"cache"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"batch_size"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Num",
"0"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"beam_size"
],
[
"Load",
"__NONE__"
],
[
"Gt",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ones"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"beam_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"vocab_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"alpha"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"states"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"i"
],
[
"arg",
"__UNK__"
],
[
"arg",
"next_id"
],
[
"arg",
"__UNK__"
],
[
"arg",
"cache"
],
[
"arg",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Store",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"temperature"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"getattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"getattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"argmax"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"temperature"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"logits"
],
[
"Load",
"__NONE__"
],
[
"Name",
"temperature"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"BitOr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"equal"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"stack"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"range"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"FunctionDef",
"__UNK__"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"i"
],
[
"arg",
"__UNK__"
],
[
"arg",
"_"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"finished"
],
[
"Store",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"GtE",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"Not",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"finished"
],
[
"Store",
"__NONE__"
],
[
"BitOr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"logical_not"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"finished"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int64"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"fill"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ones"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int64"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"zeros"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"batch_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"float32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"_"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Num",
"0"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"next_id"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"nest"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"outputs"
],
[
"Str",
"scores"
],
[
"Str",
"cache"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"scores"
],
[
"Load",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
9,
9,
10,
10,
11,
14,
14,
14,
15,
15,
15,
16,
16,
17,
22,
22,
23,
25,
25,
26,
26,
27,
30,
30,
31,
31,
32,
35,
37,
37,
38,
40,
40,
41,
41,
42,
45,
45,
45,
46,
46,
47,
47,
48,
51,
53,
56,
56,
57,
59,
59,
60,
60,
61,
64,
66,
66,
67,
69,
69,
70,
70,
71,
74,
76,
76,
76,
76,
76,
77,
77,
77,
79,
81,
81,
81,
84,
86,
86,
87,
89,
89,
89,
90,
92,
95,
95,
96,
98,
98,
98,
99,
101,
104,
104,
104,
105,
108,
108,
108,
109,
109,
110,
113,
115,
117,
117,
118,
121,
121,
122,
122,
123,
126,
126,
126,
127,
130,
130,
131,
131,
132,
135,
135,
135,
136,
136,
137,
137,
138,
141,
143,
146,
146,
147,
149,
149,
150,
150,
151,
154,
156,
156,
156,
157,
157,
157,
158,
158,
159,
164,
164,
164,
165,
165,
165,
166,
170,
170,
171,
173,
173,
173,
174,
174,
175,
178,
180,
182,
182,
183,
185,
185,
186,
186,
187,
190,
192,
192,
193,
193,
193,
194,
194,
195,
200,
200,
201,
203,
203,
203,
203,
203,
204,
204,
205,
208,
210,
210,
211,
215,
217,
217,
218,
218,
218,
219,
219,
220,
225,
225,
226,
228,
228,
228,
229,
229,
230,
233,
235,
235,
236,
239,
240,
240,
240,
241,
243
],
[
1,
2,
7,
9,
76,
121,
146,
156,
217,
239,
3,
4,
5,
6,
8,
10,
14,
56,
66,
11,
13,
12,
15,
22,
37,
16,
20,
21,
17,
19,
18,
23,
25,
24,
26,
30,
27,
29,
28,
31,
35,
32,
34,
33,
36,
38,
40,
39,
41,
45,
42,
44,
43,
46,
53,
55,
47,
51,
48,
50,
49,
52,
54,
57,
59,
58,
60,
64,
61,
63,
62,
65,
67,
69,
68,
70,
74,
71,
73,
72,
75,
77,
86,
95,
104,
117,
78,
79,
81,
80,
82,
83,
84,
85,
87,
89,
88,
90,
92,
94,
91,
93,
96,
98,
97,
99,
101,
103,
100,
102,
105,
107,
108,
106,
109,
113,
115,
110,
112,
111,
114,
116,
118,
120,
119,
122,
126,
123,
125,
124,
127,
129,
130,
128,
131,
135,
132,
134,
133,
136,
143,
145,
137,
141,
138,
140,
139,
142,
144,
147,
149,
148,
150,
154,
151,
153,
152,
155,
157,
164,
192,
158,
162,
163,
159,
161,
160,
165,
170,
182,
166,
168,
169,
167,
171,
173,
172,
174,
178,
180,
175,
177,
176,
179,
181,
183,
185,
184,
186,
190,
187,
189,
188,
191,
193,
200,
194,
198,
199,
195,
197,
196,
201,
203,
202,
204,
208,
210,
214,
215,
205,
207,
206,
209,
211,
213,
212,
216,
218,
225,
219,
223,
224,
220,
222,
221,
226,
228,
227,
229,
233,
235,
230,
232,
231,
234,
236,
238,
237,
240,
241,
243,
245,
242,
244
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
8941
],
[
92,
4875
],
[
92,
4102
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
40,
10028
],
[
8,
10029
],
[
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
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
15,
10028
],
[
1,
10028
],
[
61,
4102
],
[
54,
10028
],
[
20,
10028
],
[
79,
10029
],
[
44,
10028
],
[
61,
4102
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
4102
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
4102
],
[
54,
10028
],
[
45,
10028
],
[
79,
10029
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
9,
10028
],
[
61,
10029
],
[
78,
10028
],
[
0,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
81,
10028
],
[
18,
10028
],
[
8,
8312
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
8941
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
7090
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
9106
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
7090
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
61,
10029
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
28,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
2509
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
7
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
4
],
[
5
],
[
4
],
[
5
],
[
5
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"transformer",
"prepare",
"decoder"
]
] | 246
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
246
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"targets"
],
[
"arg",
"hparams"
],
[
"arg",
"features"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"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__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"And",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"In",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"features"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"AugAssign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"shape_list"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"targets"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"pos"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"timing"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"pos"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"cast"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"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,
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,
28,
30,
30,
31,
33,
35,
35,
36,
38,
38,
39,
39,
40,
43,
43,
43,
43,
44,
46,
50,
51,
51,
51,
51,
52,
52,
53,
56,
57,
57,
58,
61,
62,
62,
62,
64,
64,
65,
68,
68,
69,
72,
73,
75,
76,
76,
76,
76,
77,
77,
78,
81,
82,
82,
83,
86,
87,
87,
88,
91,
92,
94,
95,
95,
95,
95,
96,
96,
97,
100,
101,
101,
102,
105,
106,
106,
106,
106,
106,
106,
111,
111,
112,
115,
115,
116,
119,
120,
122,
122,
122,
122,
123,
124,
124,
125,
125,
126,
129,
131,
131,
131,
131,
131,
131,
131,
132,
134,
134,
135,
137,
137,
137,
139,
139,
140,
143,
143,
144,
147,
147,
148,
150,
150,
150,
153,
155,
155,
156,
158,
158,
158,
159,
159,
159,
160,
164,
164,
164,
165,
167,
168,
172,
172,
172,
173,
173,
173,
174,
178,
178,
179,
181,
181,
181,
182,
184,
185,
188,
188,
189,
192,
192,
192,
192,
192,
192,
192,
193,
193,
193,
194,
197,
197,
197,
198,
198,
199,
204,
204,
205,
207,
207,
207,
208,
208,
209,
214,
214,
215,
217,
217,
217,
218,
218,
219,
224,
224,
225,
227,
227,
227,
228,
228,
229,
234,
234,
235,
238,
238,
239,
242,
242,
243,
246,
246,
246,
246,
247,
248,
248,
249,
249,
250,
253,
255,
255,
255,
256,
257,
257,
258,
258,
259,
263,
263,
264,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
266,
267,
267,
268,
271,
271,
271,
271,
272,
272,
273,
276,
278,
280,
281,
284,
286,
286,
286,
288,
288,
289,
292,
292,
293,
296,
296,
296,
298,
298,
299,
302,
302,
303,
306,
306,
307,
310,
310,
311,
314,
314,
315,
318,
319,
319,
320,
323,
324,
324,
325,
328,
329,
329,
330,
333,
334,
334,
335,
338,
339,
341,
342,
344,
345,
347,
348,
350,
351,
351,
352,
352,
353,
357,
358,
360,
361,
361,
362,
362,
363,
367,
368,
368,
368,
369,
369,
370,
375,
376,
376,
376,
377,
377,
378,
383,
384,
386,
387,
389,
390,
392,
393,
393,
393,
394,
394,
395,
400,
401,
403,
404,
406,
407,
409,
410,
410,
410,
411,
411,
412,
417,
418,
418,
418,
419,
419,
420,
425,
426,
426,
426,
427,
427,
427,
428,
428,
429,
433,
433,
434,
434,
435,
435,
436,
442,
442,
443,
443,
444,
444,
445,
450,
450,
451,
453,
453,
453,
453,
454,
454,
455,
458,
460,
462,
464,
464,
465,
465,
465,
466,
470,
470,
470,
471,
472,
472,
473,
473,
474,
478,
478,
479,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
481,
482,
482,
483,
486,
486,
486,
486,
487,
487,
488,
491,
493,
495,
496,
498,
500,
502,
502,
502,
504,
504,
505,
508,
508,
509,
512,
512,
512,
514,
514,
515,
518,
518,
519,
522,
522,
523,
526,
526,
527,
530,
530,
531,
534,
535,
535,
536,
539,
540,
540,
541,
544,
545,
545,
546,
549,
550,
552,
553,
555,
556,
558,
559,
561,
562,
562,
563,
563,
564,
568,
569,
569,
570,
570,
571,
575,
576,
576,
576,
577,
577,
578,
583,
584,
584,
584,
585,
585,
586,
591,
592,
594,
595,
595,
595,
596,
596,
597,
602,
603,
605,
606,
608,
609,
611,
612,
612,
612,
613,
613,
614,
619,
620,
620,
620,
621,
621,
622,
627,
628,
628,
628,
629,
629,
629,
630,
630,
631,
635,
635,
636,
636,
637,
637,
638,
644,
644,
645,
645,
646,
646,
647,
652,
652,
653,
655,
655,
655,
655,
656,
656,
657,
660,
662,
664,
666,
666,
666,
667,
668,
668,
669,
669,
670,
674,
674,
675,
677,
677,
677,
677,
677,
677,
677,
677,
677,
678,
680,
680,
680,
680,
681,
681,
682,
685,
687,
689,
690,
692,
694,
696,
697,
699,
700,
702,
703,
705,
706,
708,
709,
711,
711,
712,
714,
714,
714,
714,
715,
715,
716,
719,
721,
723,
725,
726,
726,
726,
727,
727,
728,
731,
732,
732,
733,
736,
737,
737,
739,
739,
740,
743,
744,
744,
744,
744,
745,
745,
746,
749,
751,
753,
754
],
[
1,
2,
28,
30,
35,
50,
75,
94,
122,
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,
29,
31,
33,
32,
34,
36,
38,
37,
39,
43,
40,
42,
41,
44,
46,
48,
49,
45,
47,
51,
52,
56,
61,
72,
53,
55,
54,
57,
58,
60,
59,
62,
63,
64,
68,
65,
67,
66,
69,
71,
70,
73,
74,
76,
77,
81,
86,
91,
78,
80,
79,
82,
83,
85,
84,
87,
88,
90,
89,
92,
93,
95,
96,
100,
105,
119,
97,
99,
98,
101,
102,
104,
103,
106,
107,
108,
109,
110,
111,
115,
112,
114,
113,
116,
118,
117,
120,
121,
123,
131,
725,
743,
124,
125,
129,
126,
128,
127,
130,
132,
134,
147,
155,
172,
192,
246,
133,
135,
137,
136,
138,
139,
143,
140,
142,
141,
144,
146,
145,
148,
150,
149,
151,
152,
153,
154,
156,
158,
157,
159,
164,
171,
160,
162,
163,
161,
165,
167,
170,
166,
168,
169,
173,
178,
188,
174,
176,
177,
175,
179,
181,
180,
182,
184,
187,
183,
185,
186,
189,
191,
190,
193,
204,
214,
224,
234,
238,
242,
194,
196,
197,
195,
198,
202,
203,
199,
201,
200,
205,
207,
206,
208,
212,
213,
209,
211,
210,
215,
217,
216,
218,
222,
223,
219,
221,
220,
225,
227,
226,
228,
232,
233,
229,
231,
230,
235,
237,
236,
239,
241,
240,
243,
245,
244,
247,
255,
464,
666,
248,
249,
253,
250,
252,
251,
254,
256,
263,
450,
257,
258,
262,
259,
261,
260,
264,
266,
265,
267,
271,
283,
284,
286,
296,
306,
310,
314,
318,
323,
328,
333,
338,
341,
344,
347,
350,
357,
360,
367,
375,
383,
386,
389,
392,
400,
403,
406,
409,
417,
425,
268,
270,
269,
272,
276,
278,
280,
273,
275,
274,
277,
279,
281,
282,
285,
287,
288,
292,
289,
291,
290,
293,
295,
294,
297,
298,
302,
299,
301,
300,
303,
305,
304,
307,
309,
308,
311,
313,
312,
315,
317,
316,
319,
320,
322,
321,
324,
325,
327,
326,
329,
330,
332,
331,
334,
335,
337,
336,
339,
340,
342,
343,
345,
346,
348,
349,
351,
352,
356,
353,
355,
354,
358,
359,
361,
362,
366,
363,
365,
364,
368,
369,
373,
374,
370,
372,
371,
376,
377,
381,
382,
378,
380,
379,
384,
385,
387,
388,
390,
391,
393,
394,
398,
399,
395,
397,
396,
401,
402,
404,
405,
407,
408,
410,
411,
415,
416,
412,
414,
413,
418,
419,
423,
424,
420,
422,
421,
426,
427,
441,
442,
428,
432,
433,
429,
431,
430,
434,
440,
435,
439,
436,
438,
437,
443,
449,
444,
448,
445,
447,
446,
451,
453,
452,
454,
458,
460,
462,
455,
457,
456,
459,
461,
463,
465,
470,
466,
468,
469,
467,
471,
478,
652,
472,
473,
477,
474,
476,
475,
479,
481,
480,
482,
486,
498,
500,
502,
512,
522,
526,
530,
534,
539,
544,
549,
552,
555,
558,
561,
568,
575,
583,
591,
594,
602,
605,
608,
611,
619,
627,
483,
485,
484,
487,
491,
493,
495,
488,
490,
489,
492,
494,
496,
497,
499,
501,
503,
504,
508,
505,
507,
506,
509,
511,
510,
513,
514,
518,
515,
517,
516,
519,
521,
520,
523,
525,
524,
527,
529,
528,
531,
533,
532,
535,
536,
538,
537,
540,
541,
543,
542,
545,
546,
548,
547,
550,
551,
553,
554,
556,
557,
559,
560,
562,
563,
567,
564,
566,
565,
569,
570,
574,
571,
573,
572,
576,
577,
581,
582,
578,
580,
579,
584,
585,
589,
590,
586,
588,
587,
592,
593,
595,
596,
600,
601,
597,
599,
598,
603,
604,
606,
607,
609,
610,
612,
613,
617,
618,
614,
616,
615,
620,
621,
625,
626,
622,
624,
623,
628,
629,
643,
644,
630,
634,
635,
631,
633,
632,
636,
642,
637,
641,
638,
640,
639,
645,
651,
646,
650,
647,
649,
648,
653,
655,
654,
656,
660,
662,
664,
657,
659,
658,
661,
663,
665,
667,
674,
711,
668,
669,
673,
670,
672,
671,
675,
677,
676,
678,
680,
692,
694,
696,
699,
702,
705,
708,
679,
681,
685,
687,
689,
682,
684,
683,
686,
688,
690,
691,
693,
695,
697,
698,
700,
701,
703,
704,
706,
707,
709,
710,
712,
714,
713,
715,
719,
721,
723,
716,
718,
717,
720,
722,
724,
726,
727,
731,
736,
728,
730,
729,
732,
733,
735,
734,
737,
738,
739,
740,
742,
741,
744,
745,
749,
751,
753,
746,
748,
747,
750,
752,
754,
755
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
92,
4875
],
[
92,
2445
],
[
92,
10029
],
[
92,
6195
],
[
92,
10029
],
[
92,
10029
],
[
92,
5807
],
[
92,
5755
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
62,
10028
],
[
62,
10028
],
[
79,
3358
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
18,
10028
],
[
61,
4620
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
79,
10029
],
[
79,
0
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
5420
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
9540
],
[
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
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
5420
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
9540
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
5420
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
9540
],
[
24,
10028
],
[
79,
9465
],
[
79,
6459
],
[
79,
4826
],
[
79,
4073
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
4875
],
[
61,
4875
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
6195
],
[
54,
10028
],
[
33,
10028
],
[
61,
5529
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
5532
],
[
78,
10028
],
[
11,
10028
],
[
79,
10029
],
[
58,
10028
],
[
61,
5529
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
41,
10028
],
[
20,
10028
],
[
61,
2445
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
81,
10028
],
[
61,
2445
],
[
54,
10028
],
[
45,
10028
],
[
61,
5532
],
[
54,
10028
],
[
54,
10028
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
81,
10028
],
[
61,
10029
],
[
54,
10028
],
[
45,
10028
],
[
61,
5532
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
5529
],
[
54,
10028
],
[
55,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
129
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
159
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5532
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
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
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
61,
10029
],
[
54,
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
],
[
95,
2081
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
2445
],
[
61,
10029
],
[
54,
10028
],
[
95,
5807
],
[
61,
5807
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
5880
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
5880
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
4267
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
4267
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
129
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
95,
9242
],
[
20,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
6057
],
[
8,
1080
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
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,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
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
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
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
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
2445
],
[
61,
10029
],
[
54,
10028
],
[
95,
5807
],
[
61,
5807
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
5880
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
5880
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
4267
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
4267
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
129
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
95,
10029
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
6393
],
[
95,
9242
],
[
20,
10028
],
[
18,
10028
],
[
8,
4520
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
6057
],
[
8,
1080
],
[
8,
756
],
[
8,
3895
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
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,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
95,
10029
],
[
79,
710
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
5755
],
[
61,
5755
],
[
54,
10028
],
[
95,
2445
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
5420
],
[
8,
10029
],
[
61,
6042
],
[
54,
10028
],
[
54,
10028
],
[
95,
9540
],
[
24,
10028
],
[
79,
4826
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2869
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
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
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
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
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
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
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
8
],
[
8
],
[
9
],
[
8
],
[
9
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
10
],
[
8
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
14
],
[
13
],
[
12
],
[
10
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
13
],
[
12
],
[
11
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
10
],
[
11
],
[
12
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
10
],
[
11
],
[
12
],
[
11
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
12
],
[
11
],
[
11
],
[
9
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
13
],
[
12
],
[
12
],
[
13
],
[
14
],
[
15
],
[
16
],
[
15
],
[
14
],
[
13
],
[
11
],
[
11
],
[
12
],
[
13
],
[
14
],
[
15
],
[
14
],
[
13
],
[
12
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
5
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
11
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
9
],
[
10
],
[
11
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
9
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
]
] |
[
[
"transformer",
"decoder"
]
] | 756
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
756
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"cache"
],
[
"arg",
"__UNK__"
],
[
"arg",
"name"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"make_image_summary"
],
[
"arg",
"losses"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Str",
"decoder"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"getattr"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
""
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"key"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"value"
],
[
"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__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"key"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"value"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"key"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"value"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"use_bias"
],
[
"Str",
"num_heads"
],
[
"Str",
"hidden_size"
],
[
"Str",
"false"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"hparams"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Mod",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"IfExp",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"cache"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"layer"
],
[
"Load",
"__NONE__"
],
[
"Lt",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"layer_name"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__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__"
],
[
"keyword",
"attention_type"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"cache"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"make_image_summary"
],
[
"Name",
"make_image_summary"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"max_length"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"max_length"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"float32"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"float32"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"keyword",
"training"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"mode"
],
[
"Attribute",
"TRAIN"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__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__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"cache"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"make_image_summary"
],
[
"Name",
"make_image_summary"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"max_length"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"max_length"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"float32"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"float32"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"keyword",
"__UNK__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"none"
],
[
"keyword",
"training"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"get"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"mode"
],
[
"Attribute",
"TRAIN"
],
[
"Attribute",
"ModeKeys"
],
[
"Attribute",
"estimator"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Str",
"LEFT"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"losses"
],
[
"Name",
"losses"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"cache"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"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__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"key"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"mlperf_log"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"value"
],
[
"Dict",
"__NONE__"
],
[
"Str",
"hidden_size"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_layers"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"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,
1,
1,
1,
1,
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,
85,
86,
86,
87,
91,
91,
92,
92,
93,
97,
97,
98,
98,
99,
103,
103,
104,
104,
105,
109,
109,
110,
110,
111,
115,
115,
116,
116,
117,
121,
121,
122,
122,
123,
127,
127,
128,
128,
129,
133,
134,
134,
134,
135,
135,
136,
141,
142,
142,
142,
143,
143,
144,
149,
150,
150,
150,
151,
151,
152,
157,
158,
158,
158,
159,
159,
160,
165,
166,
166,
166,
167,
167,
168,
173,
174,
174,
174,
175,
175,
176,
181,
182,
182,
182,
183,
183,
184,
189,
190,
190,
190,
191,
191,
192,
197,
198,
198,
198,
199,
199,
200,
205,
206,
206,
206,
207,
207,
208,
213,
214,
214,
214,
215,
215,
216,
221,
222,
222,
222,
223,
223,
224,
229,
230,
230,
230,
231,
231,
232,
237,
238,
238,
238,
239,
239,
240,
245,
246,
246,
246,
247,
247,
248,
253,
254,
254,
254,
255,
255,
256,
261,
262,
262,
262,
263,
263,
264,
269,
270,
270,
270,
271,
271,
272,
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,
325,
326,
326,
327,
331,
331,
332,
332,
333,
337,
338,
338,
338,
339,
339,
340,
345,
346,
346,
346,
347,
347,
348,
353,
354,
354,
354,
355,
355,
356,
361,
362
],
[
1,
2,
3,
5,
13,
19,
25,
31,
37,
43,
49,
55,
61,
67,
73,
79,
85,
91,
97,
103,
109,
115,
121,
127,
133,
141,
149,
157,
165,
173,
181,
189,
197,
205,
213,
221,
229,
237,
245,
253,
261,
269,
277,
285,
293,
301,
309,
317,
325,
331,
337,
345,
353,
361,
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,
114,
111,
113,
112,
116,
120,
117,
119,
118,
122,
126,
123,
125,
124,
128,
132,
129,
131,
130,
134,
135,
139,
140,
136,
138,
137,
142,
143,
147,
148,
144,
146,
145,
150,
151,
155,
156,
152,
154,
153,
158,
159,
163,
164,
160,
162,
161,
166,
167,
171,
172,
168,
170,
169,
174,
175,
179,
180,
176,
178,
177,
182,
183,
187,
188,
184,
186,
185,
190,
191,
195,
196,
192,
194,
193,
198,
199,
203,
204,
200,
202,
201,
206,
207,
211,
212,
208,
210,
209,
214,
215,
219,
220,
216,
218,
217,
222,
223,
227,
228,
224,
226,
225,
230,
231,
235,
236,
232,
234,
233,
238,
239,
243,
244,
240,
242,
241,
246,
247,
251,
252,
248,
250,
249,
254,
255,
259,
260,
256,
258,
257,
262,
263,
267,
268,
264,
266,
265,
270,
271,
275,
276,
272,
274,
273,
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,
330,
327,
329,
328,
332,
336,
333,
335,
334,
338,
339,
343,
344,
340,
342,
341,
346,
347,
351,
352,
348,
350,
349,
354,
355,
359,
360,
356,
358,
357,
362,
363
]
] |
[
[
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
],
[
79,
5529
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
236
],
[
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,
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,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
160
],
[
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,
129
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
4213
],
[
67,
225
],
[
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,
6459
],
[
67,
311
],
[
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
],
[
79,
10029
],
[
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
],
[
67,
130
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
0
],
[
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,
0
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
7090
],
[
79,
9106
],
[
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,
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,
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,
10029
],
[
62,
10028
],
[
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,
216
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
133
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
79,
0
],
[
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
],
[
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
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
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
],
[
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
],
[
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
],
[
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
],
[
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
]
] |
[
[
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
],
[
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
],
[
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
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"base",
"v1"
]
] | 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__"
],
[
"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__"
],
[
"Str",
"layer"
],
[
"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",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"256"
],
[
"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",
"__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",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"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"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"filter_size"
],
[
"Num",
"2048"
],
[
"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",
"num_heads"
],
[
"Num",
"8"
],
[
"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__"
],
[
"Str",
"__UNK__"
],
[
"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__"
],
[
"Num",
"0.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
""
],
[
"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",
""
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"pos"
],
[
"Str",
"timing"
],
[
"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",
"__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",
"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",
"__UNK__"
],
[
"NameConstant",
"__NONE__"
],
[
"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",
"2.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.001"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Str",
""
],
[
"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"
],
[
"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,
6171
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
3226
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
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
],
[
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",
"base",
"v2"
]
] | 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",
"n"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"da"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"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"
],
[
"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,
3,
5,
5,
6,
8,
9,
11,
12,
12,
13,
13,
14,
17,
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,
109,
110,
110,
111,
115,
115,
116,
116,
117,
121,
121,
122,
122,
123,
127,
127,
128,
128,
129,
133,
133,
134,
134,
135,
139,
139,
140,
140,
141,
145,
145,
146,
146,
147,
151,
152
],
[
1,
2,
3,
5,
11,
19,
25,
31,
37,
43,
49,
55,
61,
67,
73,
79,
85,
91,
97,
103,
109,
115,
121,
127,
133,
139,
145,
151,
4,
6,
8,
7,
9,
10,
12,
13,
17,
14,
16,
15,
18,
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,
114,
111,
113,
112,
116,
120,
117,
119,
118,
122,
126,
123,
125,
124,
128,
132,
129,
131,
130,
134,
138,
135,
137,
136,
140,
144,
141,
143,
142,
146,
150,
147,
149,
148,
152,
153
]
] |
[
[
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,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
250
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
2215
],
[
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
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
173
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
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,
294
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
6393
],
[
4,
10028
],
[
8,
9754
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
208
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
4267
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
160
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
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
]
] |
[
[
"transformer",
"base",
"vq",
"ada",
"32ex",
"packed"
]
] | 154
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
154
] |
[
[
"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",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"32"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"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__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"10000"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"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",
"6"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"none"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"weight_decay"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1e-06"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"float32"
],
[
"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",
"1.0"
],
[
"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,
16,
16,
17,
20,
20,
21,
21,
22,
26,
26,
27,
27,
28,
32,
32,
33,
33,
34,
38,
38,
39,
39,
40,
44,
44,
45,
45,
46,
50,
50,
51,
51,
52,
56,
57
],
[
1,
2,
3,
5,
11,
20,
26,
32,
38,
44,
50,
56,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
17,
19,
18,
21,
25,
22,
24,
23,
27,
31,
28,
30,
29,
33,
37,
34,
36,
35,
39,
43,
40,
42,
41,
45,
49,
46,
48,
47,
51,
55,
52,
54,
53,
57,
58
]
] |
[
[
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
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
2241
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
6171
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
3226
],
[
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
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
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
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"base",
"vq1",
"16",
"nb1",
"packed",
"nda",
"b01",
"scales"
]
] | 59
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
59
] |
[
[
"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__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"beta"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"n"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"da"
],
[
"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,
20,
20,
21,
21,
22,
26,
26,
27,
27,
28,
32,
32,
33,
33,
34,
38,
38,
39,
39,
40,
44,
45
],
[
1,
2,
3,
5,
11,
20,
26,
32,
38,
44,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
17,
19,
18,
21,
25,
22,
24,
23,
27,
31,
28,
30,
29,
33,
37,
34,
36,
35,
39,
43,
40,
42,
41,
45,
46
]
] |
[
[
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
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
2241
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
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
],
[
0
],
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
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
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"base",
"vq1",
"16",
"nb1",
"packed",
"dan",
"b01",
"scales"
]
] | 47
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
47
] |
[
[
"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__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"beta"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"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,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
30
],
[
1,
2,
3,
5,
11,
17,
23,
29,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
31
]
] |
[
[
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,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
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
],
[
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
],
[
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
]
] |
[
[
"transformer",
"base",
"vq1",
"16",
"nb1",
"packed",
"nda",
"b01",
"scales",
"dialog"
]
] | 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__"
],
[
"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",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
30
],
[
1,
2,
3,
5,
11,
17,
23,
29,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
31
]
] |
[
[
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
],
[
67,
181
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
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
],
[
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
],
[
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
]
] |
[
[
"transformer",
"ada",
"lmpackedbase",
"dialog"
]
] | 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__"
],
[
"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__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
30
],
[
1,
2,
3,
5,
11,
17,
23,
29,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
31
]
] |
[
[
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
],
[
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,
216
],
[
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
],
[
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
],
[
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
]
] |
[
[
"transformer",
"base",
"v3"
]
] | 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__"
],
[
"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__"
],
[
"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",
"2.0"
],
[
"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,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
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
],
[
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",
"big"
]
] | 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",
"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",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"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,
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,
78
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
71,
77,
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,
79
]
] |
[
[
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,
10029
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
186
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
186
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
303
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
160
],
[
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
],
[
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
]
] |
[
[
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
]
] |
[
[
"transformer",
"tall"
]
] | 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__"
],
[
"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",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"12"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"12"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"65536"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1.0"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
78
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
71,
77,
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,
79
]
] |
[
[
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
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
169
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
129
],
[
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,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
169
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
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,
160
],
[
4,
10028
],
[
8,
6612
],
[
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
],
[
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
],
[
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
],
[
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
],
[
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
]
] |
[
[
"transformer",
"tall",
"finetune",
"tied"
]
] | 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__"
],
[
"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__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"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",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__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",
"1.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"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
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
169
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
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,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
169
],
[
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
],
[
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
]
] |
[
[
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
]
] |
[
[
"transformer",
"tall",
"finetune",
"uniencdec"
]
] | 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__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100"
],
[
"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
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
169
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
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,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
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",
"tall",
"train",
"uniencdec"
]
] | 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__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"100"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"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,
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
],
[
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,
129
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
282
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
155
],
[
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
],
[
0
],
[
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
],
[
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
]
] |
[
[
"transformer",
"tall",
"finetune",
"textclass"
]
] | 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__"
],
[
"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",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"50"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.95"
],
[
"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
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
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,
210
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
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
],
[
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
],
[
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
]
] |
[
[
"transformer",
"tall",
"pretrain",
"lm"
]
] | 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__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1e-08"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"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,
12,
12,
13,
15,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
29,
30,
30,
31,
34,
34,
34,
38,
39
],
[
1,
2,
3,
5,
11,
17,
23,
29,
38,
4,
6,
8,
7,
9,
10,
12,
13,
15,
14,
16,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
34,
31,
33,
32,
35,
36,
37,
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
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
311
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
70,
10028
],
[
67,
197
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"tall",
"pretrain",
"lm",
"tpu",
"adafactor"
]
] | 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__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"8"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Pow",
"__NONE__"
],
[
"Num",
"16"
],
[
"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,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
2974
],
[
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
],
[
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",
"tall",
"pretrain",
"lm",
"tpu",
"adafactor",
"large"
]
] | 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",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"constant"
],
[
"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,
3,
5,
5,
6,
8,
9,
11,
11,
12,
12,
13,
17,
17,
18,
18,
19,
23,
23,
24,
24,
25,
29,
30
],
[
1,
2,
3,
5,
11,
17,
23,
29,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
31
]
] |
[
[
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
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
6612
],
[
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
],
[
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
]
] |
[
[
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
]
] |
[
[
"transformer",
"tall",
"pretrain",
"lm",
"tpu"
]
] | 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__"
],
[
"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__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__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,
181
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
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
],
[
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",
"base",
"single",
"gpu"
]
] | 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",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"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,
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
],
[
67,
143
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
140
],
[
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",
"parsing",
"base"
]
] | 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__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.05"
],
[
"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,
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,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
289
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
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
],
[
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
],
[
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",
"parsing",
"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",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"512"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"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",
"0.05"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
4,
6,
7,
7,
7,
7,
7,
8,
8,
9,
15,
16,
16,
17,
20,
21,
21,
21,
22,
22,
23,
27,
27,
27,
27,
27,
27,
34,
35,
35,
35,
35,
36,
36,
37,
43,
44,
44,
44,
44,
45,
45,
46,
52,
53,
53,
53,
53,
54,
54,
55,
61,
62,
62,
62,
62,
63,
63,
64
],
[
1,
2,
4,
6,
20,
34,
43,
52,
61,
3,
5,
7,
8,
12,
13,
14,
15,
9,
11,
10,
16,
17,
19,
18,
21,
22,
26,
27,
23,
25,
24,
28,
29,
30,
31,
32,
33,
35,
36,
40,
41,
42,
37,
39,
38,
44,
45,
49,
50,
51,
46,
48,
47,
53,
54,
58,
59,
60,
55,
57,
56,
62,
63,
67,
68,
69,
64,
66,
65
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7854
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
5548
],
[
67,
145
],
[
67,
244
],
[
95,
8043
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
52,
10028
],
[
67,
171
],
[
67,
221
],
[
67,
10029
],
[
67,
10029
],
[
67,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
148
],
[
67,
216
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
153
],
[
67,
155
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
10029
],
[
67,
156
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
9754
],
[
67,
130
],
[
67,
132
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
]
] |
[
[
"transformer",
"base",
"range"
]
] | 70
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
70
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"rhp"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"learning_rate"
],
[
"Num",
"0.3"
],
[
"Num",
"3.0"
],
[
"keyword",
"scale"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1000"
],
[
"Num",
"2000"
],
[
"Num",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.5"
],
[
"Num",
"2.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.85"
],
[
"Num",
"0.95"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"weight_decay"
],
[
"Num",
"0.0"
],
[
"Num",
"0.0001"
]
] |
[
[
0,
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,
30
],
[
1,
2,
3,
5,
11,
17,
23,
29,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
31
]
] |
[
[
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,
7090
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
218
],
[
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
],
[
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
]
] |
[
[
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
]
] |
[
[
"transformer",
"relative"
]
] | 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__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"pos"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"20"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
72
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
71,
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,
73
]
] |
[
[
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
],
[
67,
159
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
236
],
[
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,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
159
],
[
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
],
[
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
],
[
68
],
[
69
],
[
70
],
[
71
],
[
72
],
[
73
]
] |
[
[
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
]
] |
[
[
"transformer",
"mlperf",
"tpu"
]
] | 74
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
74
] |
[
[
"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__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"256"
],
[
"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_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
4,
6,
6,
7,
7,
8,
12,
12,
13,
13,
14,
18,
18,
19,
19,
20,
24,
24,
25,
25,
26,
30,
30,
31,
31,
32,
36,
36,
37,
37,
38,
42,
42,
43,
43,
44,
48,
48,
49,
49,
50,
54,
54,
55,
55,
56,
60,
61
],
[
1,
2,
4,
6,
12,
18,
24,
30,
36,
42,
48,
54,
60,
3,
5,
7,
11,
8,
10,
9,
13,
17,
14,
16,
15,
19,
23,
20,
22,
21,
25,
29,
26,
28,
27,
31,
35,
32,
34,
33,
37,
41,
38,
40,
39,
43,
47,
44,
46,
45,
49,
53,
50,
52,
51,
55,
59,
56,
58,
57,
61,
62
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
4875
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
173
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
300
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
159
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
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
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
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
]
] |
[
[
"update",
"hparams",
"for",
"tpu"
]
] | 63
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
63
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"hparams"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"10000"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"64"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
2,
4,
6,
7,
7,
7,
7,
7,
8,
8,
9,
15,
16,
16,
17,
20,
21,
21,
21,
22,
22,
23,
27,
27,
27,
27,
27,
27,
34,
35,
35,
35,
35,
36,
36,
37,
43,
44,
44,
44,
44,
45,
45,
46,
52,
53,
53,
53,
53,
54,
54,
55,
61,
62,
62,
62,
62,
63,
63,
64
],
[
1,
2,
4,
6,
20,
34,
43,
52,
61,
3,
5,
7,
8,
12,
13,
14,
15,
9,
11,
10,
16,
17,
19,
18,
21,
22,
26,
27,
23,
25,
24,
28,
29,
30,
31,
32,
33,
35,
36,
40,
41,
42,
37,
39,
38,
44,
45,
49,
50,
51,
46,
48,
47,
53,
54,
58,
59,
60,
55,
57,
56,
62,
63,
67,
68,
69,
64,
66,
65
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
7854
],
[
30,
10028
],
[
79,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
5548
],
[
67,
145
],
[
67,
244
],
[
95,
8043
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
52,
10028
],
[
67,
171
],
[
67,
221
],
[
67,
10029
],
[
67,
10029
],
[
67,
10029
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
148
],
[
67,
216
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
153
],
[
67,
155
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
67,
10029
],
[
67,
156
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
7854
],
[
54,
10028
],
[
54,
10028
],
[
79,
9754
],
[
67,
130
],
[
67,
216
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
4
]
] |
[
[
"transformer",
"tpu",
"range"
]
] | 70
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
70
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"rhp"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"learning_rate"
],
[
"Num",
"0.3"
],
[
"Num",
"3.0"
],
[
"keyword",
"scale"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"List",
"__NONE__"
],
[
"Num",
"1000"
],
[
"Num",
"2000"
],
[
"Num",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.5"
],
[
"Num",
"2.0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"0.85"
],
[
"Num",
"0.95"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Num",
"__UNK__"
],
[
"Num",
"0.99"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"rhp"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"weight_decay"
],
[
"Num",
"0.0"
],
[
"Num",
"2.0"
]
] |
[
[
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,
10029
],
[
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,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
129
],
[
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",
"clean"
]
] | 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",
"__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",
"__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",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
12,
12,
13,
15,
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,
13,
15,
14,
16,
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
],
[
30,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
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
],
[
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
],
[
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",
"lm",
"tpu",
"0"
]
] | 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__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"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,
47,
47,
48,
48,
49,
53,
54,
54,
55,
55,
56,
59,
61,
62
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
61,
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,
56,
58,
57,
60,
62,
63
]
] |
[
[
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,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
236
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
278
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
142
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
4875
],
[
54,
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
],
[
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
]
] |
[
[
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
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"librispeech",
"v1"
]
] | 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__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"256"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"5"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.15"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"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,
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,
108
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
71,
77,
83,
89,
95,
101,
107,
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,
109
]
] |
[
[
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
],
[
67,
10029
],
[
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,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
294
],
[
4,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
5548
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
142
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
10029
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
318
],
[
4,
10028
],
[
8,
9754
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
129
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
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
],
[
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
],
[
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
]
] |
[
[
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
]
] |
[
[
"transformer",
"librispeech",
"v2"
]
] | 110
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
110
] |
[
[
"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__"
],
[
"Num",
"__UNK__"
],
[
"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",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"6"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"learning_rate"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.15"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"9"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"weight_decay"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.2"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
12,
12,
13,
15,
17,
17,
18,
18,
19,
23,
24,
24,
25,
25,
26,
29,
31,
32
],
[
1,
2,
3,
5,
11,
17,
23,
31,
4,
6,
8,
7,
9,
10,
12,
13,
15,
14,
16,
18,
22,
19,
21,
20,
24,
25,
29,
26,
28,
27,
30,
32,
33
]
] |
[
[
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
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"librispeech",
"tpu",
"v1"
]
] | 34
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
34
] |
[
[
"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__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
1,
3,
5,
5,
6,
8,
9,
11,
12,
12,
13,
15,
17,
17,
18,
18,
19,
23,
24,
24,
25,
25,
26,
29,
31,
32
],
[
1,
2,
3,
5,
11,
17,
23,
31,
4,
6,
8,
7,
9,
10,
12,
13,
15,
14,
16,
18,
22,
19,
21,
20,
24,
25,
29,
26,
28,
27,
30,
32,
33
]
] |
[
[
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
],
[
61,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
197
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
73,
10028
],
[
61,
4875
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"librispeech",
"tpu",
"v2"
]
] | 34
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
34
] |
[
[
"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__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"16"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__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,
4826
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
225
],
[
4,
10028
],
[
8,
4213
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
315
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
311
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
181
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
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",
"tpu",
"1b"
]
] | 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",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2048"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"filter_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"8192"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"8"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1024"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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,
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,
108
],
[
1,
2,
3,
5,
11,
17,
23,
29,
35,
41,
47,
53,
59,
65,
71,
77,
83,
89,
95,
101,
107,
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,
109
]
] |
[
[
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,
6612
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
173
],
[
4,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
6461
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
311
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
143
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
141
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
130
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
159
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
159
],
[
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
],
[
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
],
[
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
]
] |
[
[
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
]
] |
[
[
"transformer",
"wikitext103",
"l4k",
"v0"
]
] | 110
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
110
] |
[
[
"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",
"optimizer"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"10000"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"num_hidden_layers"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"8"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0.0"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
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,
30,
30,
30,
31,
31,
32,
37,
37,
38,
41,
41,
42,
42,
43,
46,
46,
47,
49,
49,
49,
50,
53,
53,
53,
54,
54,
55,
59,
59,
60,
63,
63,
64,
64,
65,
69,
69,
70,
70,
71,
75,
75,
76,
76,
77,
80,
80,
80,
83,
83,
84,
87,
88,
88,
88,
89,
89,
90,
95,
96,
96,
96,
97,
97,
98,
103,
104,
104,
104,
105,
105,
106,
110,
110,
111,
114,
115
],
[
1,
2,
3,
5,
11,
17,
23,
29,
37,
41,
63,
69,
75,
87,
95,
103,
114,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
30,
31,
35,
36,
32,
34,
33,
38,
40,
39,
42,
46,
43,
45,
44,
47,
49,
48,
50,
52,
53,
51,
54,
58,
59,
55,
57,
56,
60,
62,
61,
64,
68,
65,
67,
66,
70,
74,
71,
73,
72,
76,
80,
77,
79,
78,
81,
82,
83,
84,
86,
85,
88,
89,
93,
94,
90,
92,
91,
96,
97,
101,
102,
98,
100,
99,
104,
105,
109,
110,
106,
108,
107,
111,
113,
112,
115,
116
]
] |
[
[
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
],
[
67,
300
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
300
],
[
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,
10029
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
7090
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
62,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
79,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
60,
10028
],
[
8,
10029
],
[
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,
10029
],
[
67,
129
],
[
30,
10028
],
[
18,
10028
],
[
8,
1755
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
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
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
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
],
[
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
]
] |
[
[
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
],
[
6
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
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
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"wikitext103",
"l4k",
"memory",
"v0"
]
] | 117
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
117
] |
[
[
"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__"
],
[
"Num",
"64"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"64"
],
[
"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",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"pos"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Num",
"0"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"add_hparam"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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,
28,
28,
29,
31,
31,
31,
32,
32,
33,
37,
37,
38,
41,
41,
42,
45,
45,
46,
46,
47,
50,
50,
51,
53,
53,
53,
54,
57,
57,
57,
58,
58,
59,
63,
63,
64,
67,
67,
68,
68,
69,
72,
72,
72,
75,
75,
76,
79,
80
],
[
1,
2,
3,
5,
11,
17,
23,
41,
45,
67,
79,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
24,
28,
25,
27,
26,
29,
31,
30,
32,
36,
37,
33,
35,
34,
38,
40,
39,
42,
44,
43,
46,
50,
47,
49,
48,
51,
53,
52,
54,
56,
57,
55,
58,
62,
63,
59,
61,
60,
64,
66,
65,
68,
72,
69,
71,
70,
73,
74,
75,
76,
78,
77,
80,
81
]
] |
[
[
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
],
[
67,
10029
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
67,
300
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
271
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
215
],
[
60,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
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
],
[
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
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"wikitext103",
"l16k",
"memory",
"v0"
]
] | 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__"
],
[
"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__"
],
[
"Num",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"64"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4096"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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,
22,
22,
22,
23,
23,
23,
29,
29,
30,
30,
31,
34,
34,
34,
38,
38,
39,
39,
40,
43,
43,
44,
46,
46,
46,
47,
47,
48,
52,
52,
53,
56,
56,
57,
57,
58,
61,
61,
61,
65,
65,
66,
69,
69,
70,
70,
71,
74,
74,
75,
77,
77,
77,
78,
81,
81,
81,
82,
82,
83,
87,
87,
88,
91,
91,
92,
92,
93,
96,
96,
97,
100,
100,
101,
101,
102,
105,
105,
105,
106,
106,
107,
111,
111,
112,
115,
116
],
[
1,
2,
3,
5,
11,
17,
29,
38,
56,
65,
69,
91,
100,
115,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
18,
22,
19,
21,
20,
23,
27,
28,
24,
25,
26,
30,
34,
31,
33,
32,
35,
36,
37,
39,
43,
40,
42,
41,
44,
46,
45,
47,
51,
52,
48,
50,
49,
53,
55,
54,
57,
61,
58,
60,
59,
62,
63,
64,
66,
68,
67,
70,
74,
71,
73,
72,
75,
77,
76,
78,
80,
81,
79,
82,
86,
87,
83,
85,
84,
88,
90,
89,
92,
96,
93,
95,
94,
97,
99,
98,
101,
105,
102,
104,
103,
106,
110,
111,
107,
109,
108,
112,
114,
113,
116,
117
]
] |
[
[
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,
294
],
[
4,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
67,
250
],
[
60,
10028
],
[
67,
250
],
[
60,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
300
],
[
60,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
191
],
[
60,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
263
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
8,
2215
],
[
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
],
[
0,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"cifar10",
"memory",
"v0"
]
] | 118
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
118
] |
[
[
"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",
"6"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"32"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"32"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"64"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"128"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"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__"
],
[
"Add",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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,
16,
16,
16,
17,
17,
17,
23,
23,
24,
24,
25,
28,
28,
28,
32,
32,
33,
33,
34,
37,
37,
38,
40,
40,
40,
41,
41,
42,
46,
46,
47,
50,
50,
51,
51,
52,
55,
55,
55,
59,
59,
60,
63,
63,
64,
64,
65,
68,
68,
69,
71,
71,
71,
72,
75,
75,
75,
76,
76,
77,
81,
81,
82,
85,
85,
86,
86,
87,
90,
90,
91,
94,
94,
95,
95,
96,
100,
101
],
[
1,
2,
3,
5,
11,
23,
32,
50,
59,
63,
85,
94,
100,
4,
6,
8,
7,
9,
10,
12,
16,
13,
15,
14,
17,
21,
22,
18,
19,
20,
24,
28,
25,
27,
26,
29,
30,
31,
33,
37,
34,
36,
35,
38,
40,
39,
41,
45,
46,
42,
44,
43,
47,
49,
48,
51,
55,
52,
54,
53,
56,
57,
58,
60,
62,
61,
64,
68,
65,
67,
66,
69,
71,
70,
72,
74,
75,
73,
76,
80,
81,
77,
79,
78,
82,
84,
83,
86,
90,
87,
89,
88,
91,
93,
92,
95,
99,
96,
98,
97,
101,
102
]
] |
[
[
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
],
[
11,
10028
],
[
11,
10028
],
[
67,
300
],
[
60,
10028
],
[
67,
300
],
[
60,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
300
],
[
60,
10028
],
[
67,
243
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
11,
10028
],
[
67,
191
],
[
60,
10028
],
[
67,
243
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
67,
215
],
[
4,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
11,
10028
],
[
8,
5880
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
78,
10028
],
[
8,
2215
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
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
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
5
],
[
5
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
4
],
[
4
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
]
] |
[
[
"transformer",
"imagenet64",
"memory",
"v0"
]
] | 103
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
103
] |
[
[
"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__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"64"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"64"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"64"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"128"
],
[
"Mult",
"__NONE__"
],
[
"Num",
"3"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"max_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Attribute",
"batch_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"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,
2,
4,
6,
6,
7,
9,
9,
10,
10,
11,
14,
16,
16,
17,
20,
20,
20,
21,
21,
21,
22,
22,
23,
25,
29,
29,
30,
32,
32,
32,
33,
33,
34,
37,
39,
39,
39,
39,
40,
40,
40,
41,
43,
46,
46,
46,
47,
47,
47,
48,
50,
54,
54,
54,
55,
57,
60,
60,
60,
61,
63,
67,
67,
68,
71,
72,
72,
72,
72,
73,
75,
77
],
[
1,
2,
4,
6,
16,
20,
71,
3,
5,
7,
9,
8,
10,
14,
11,
13,
12,
15,
17,
19,
18,
21,
29,
67,
22,
27,
28,
23,
25,
24,
26,
30,
32,
31,
33,
37,
39,
34,
36,
35,
38,
40,
46,
60,
66,
41,
43,
45,
42,
44,
47,
53,
54,
48,
50,
52,
49,
51,
55,
57,
59,
56,
58,
61,
63,
65,
62,
64,
68,
70,
69,
72,
73,
75,
77,
79,
74,
76,
78
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
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
],
[
62,
10028
],
[
40,
10028
],
[
20,
10028
],
[
18,
10028
],
[
61,
5556
],
[
54,
10028
],
[
61,
9872
],
[
54,
10028
],
[
28,
10028
],
[
67,
263
],
[
4,
10028
],
[
61,
9858
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
52,
10028
],
[
81,
10028
],
[
61,
9872
],
[
54,
10028
],
[
45,
10028
],
[
67,
129
],
[
54,
10028
],
[
11,
10028
],
[
81,
10028
],
[
61,
9872
],
[
54,
10028
],
[
45,
10028
],
[
67,
159
],
[
54,
10028
],
[
60,
10028
],
[
81,
10028
],
[
61,
9872
],
[
54,
10028
],
[
45,
10028
],
[
67,
215
],
[
54,
10028
],
[
81,
10028
],
[
61,
9872
],
[
54,
10028
],
[
45,
10028
],
[
67,
243
],
[
54,
10028
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
62,
10028
],
[
73,
10028
],
[
83,
10028
],
[
61,
9858
],
[
54,
10028
],
[
61,
9872
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
9
],
[
8
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
7
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
]
] |
[
[
"maybe",
"reshape",
"4d",
"to",
"3d"
]
] | 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",
"x"
],
[
"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__"
],
[
"NameConstant",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"len"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Eq",
"__NONE__"
],
[
"Num",
"4"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"0"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"1"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"2"
],
[
"Load",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Num",
"3"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
7,
9,
9,
10,
11,
11,
12,
12,
13,
17,
17,
18,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
21,
21,
22,
25,
28,
28,
28,
30,
30,
31,
34,
34,
35,
38,
38,
38,
40,
40,
41,
44,
44,
45,
48,
48,
49,
52,
52,
53,
56,
57,
59,
60,
60,
61,
64,
65,
65,
66,
69,
71,
72
],
[
1,
2,
7,
9,
71,
3,
4,
5,
6,
8,
10,
17,
11,
12,
16,
13,
15,
14,
18,
20,
19,
21,
25,
27,
28,
38,
48,
52,
56,
59,
64,
69,
22,
24,
23,
26,
29,
30,
34,
31,
33,
32,
35,
37,
36,
39,
40,
44,
41,
43,
42,
45,
47,
46,
49,
51,
50,
53,
55,
54,
57,
58,
60,
61,
63,
62,
65,
66,
68,
67,
70,
72,
73
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4875
],
[
92,
2081
],
[
79,
10029
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
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
],
[
95,
2081
],
[
61,
2081
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
]
] |
[
[
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
],
[
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
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
]
] |
[
[
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
],
[
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
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
2
],
[
3
],
[
4
]
] |
[
[
"local",
"attention",
"2d"
]
] | 74
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
74
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"hparams"
],
[
"arg",
"attention_type"
],
[
"Str",
"__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",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"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__"
],
[
"keyword",
"attention_type"
],
[
"Name",
"attention_type"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
12,
14,
14,
15,
15,
15,
15,
16,
18,
20,
23,
23,
24,
26,
28,
28,
28,
28,
29,
30,
30,
31,
31,
32,
36,
36,
37,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
39,
40,
40,
41,
44,
44,
44,
45,
45,
46,
49,
51,
54,
56,
56,
56,
58,
58,
59,
62,
62,
63,
66,
66,
66,
68,
68,
69,
72,
72,
73,
76,
76,
77,
80,
80,
81,
84,
84,
85,
88,
89,
91,
92,
92,
93,
96,
97,
97,
98,
101,
102,
104,
105,
107,
108,
108,
109,
112,
113,
113,
114,
117,
119,
119,
120,
122,
122,
123,
125,
125,
125,
126,
126,
127,
130,
132,
134,
135
],
[
1,
2,
12,
14,
28,
3,
4,
5,
6,
7,
8,
9,
10,
11,
13,
15,
23,
16,
18,
20,
22,
17,
19,
21,
24,
26,
25,
27,
29,
36,
119,
134,
30,
31,
35,
32,
34,
33,
37,
39,
38,
40,
44,
53,
54,
56,
66,
76,
80,
84,
88,
91,
96,
101,
104,
107,
112,
117,
41,
43,
42,
45,
49,
51,
46,
48,
47,
50,
52,
55,
57,
58,
62,
59,
61,
60,
63,
65,
64,
67,
68,
72,
69,
71,
70,
73,
75,
74,
77,
79,
78,
81,
83,
82,
85,
87,
86,
89,
90,
92,
93,
95,
94,
97,
98,
100,
99,
102,
103,
105,
106,
108,
109,
111,
110,
113,
114,
116,
115,
118,
120,
122,
121,
123,
125,
124,
126,
130,
132,
127,
129,
128,
131,
133,
135,
136
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
4875
],
[
92,
2081
],
[
92,
10029
],
[
92,
10029
],
[
79,
10029
],
[
79,
1155
],
[
79,
1155
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
9872
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
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,
10029
],
[
54,
10028
],
[
61,
4875
],
[
54,
10028
],
[
62,
10028
],
[
61,
10029
],
[
54,
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
],
[
95,
2081
],
[
61,
2081
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
2302
],
[
8,
2302
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
61,
9872
],
[
54,
10028
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
1
],
[
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
],
[
0
],
[
1
],
[
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
],
[
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
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
5
],
[
6
],
[
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
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
]
] |
[
[
"local",
"within",
"block",
"attention"
]
] | 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",
"x"
],
[
"arg",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"attention_type"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"VALID"
],
[
"Str",
"VALID"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"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",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__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__"
],
[
"keyword",
"attention_type"
],
[
"Name",
"attention_type"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"block_length"
],
[
"Attribute",
"block_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
11,
13,
13,
14,
14,
14,
14,
15,
17,
19,
22,
22,
23,
25,
27,
27,
27,
27,
28,
29,
29,
30,
30,
31,
35,
35,
36,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
38,
39,
39,
40,
43,
47,
47,
47,
49,
49,
50,
53,
53,
54,
57,
57,
57,
59,
59,
60,
63,
63,
64,
67,
67,
68,
71,
71,
72,
75,
75,
76,
79,
80,
82,
83,
83,
84,
87,
88,
88,
89,
92,
93,
93,
94,
97,
98,
100,
101,
103,
104,
104,
105,
108,
109,
109,
110,
113,
115,
117,
117,
118,
120,
120,
121,
123,
123,
123,
124,
124,
125,
128,
130,
132,
133
],
[
1,
2,
11,
13,
27,
3,
4,
5,
6,
7,
8,
9,
10,
12,
14,
22,
15,
17,
19,
21,
16,
18,
20,
23,
25,
24,
26,
28,
35,
117,
132,
29,
30,
34,
31,
33,
32,
36,
38,
37,
39,
43,
45,
46,
47,
57,
67,
71,
75,
79,
82,
87,
92,
97,
100,
103,
108,
113,
115,
40,
42,
41,
44,
48,
49,
53,
50,
52,
51,
54,
56,
55,
58,
59,
63,
60,
62,
61,
64,
66,
65,
68,
70,
69,
72,
74,
73,
76,
78,
77,
80,
81,
83,
84,
86,
85,
88,
89,
91,
90,
93,
94,
96,
95,
98,
99,
101,
102,
104,
105,
107,
106,
109,
110,
112,
111,
114,
116,
118,
120,
119,
121,
123,
122,
124,
128,
130,
125,
127,
126,
129,
131,
133,
134
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4875
],
[
92,
2081
],
[
92,
10029
],
[
92,
10029
],
[
79,
10029
],
[
79,
1155
],
[
79,
1155
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
9858
],
[
78,
10028
],
[
61,
9872
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
62,
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
],
[
95,
2081
],
[
61,
2081
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
2302
],
[
8,
2302
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
5807
],
[
62,
10028
],
[
95,
6195
],
[
79,
10029
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
61,
9872
],
[
54,
10028
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
],
[
1
],
[
1
],
[
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
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
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
],
[
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
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
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
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
]
] |
[
[
"local",
"attention",
"1d"
]
] | 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",
"x"
],
[
"arg",
"hparams"
],
[
"arg",
"attention_type"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"VALID"
],
[
"Str",
"VALID"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__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__"
],
[
"keyword",
"attention_type"
],
[
"Name",
"attention_type"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"block_length"
],
[
"Attribute",
"block_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"make_image_summary"
],
[
"NameConstant",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
13,
15,
15,
15,
16,
16,
17,
20,
20,
20,
20,
21,
23,
25,
25,
25,
28,
31,
31,
32,
35,
35,
35,
35,
35,
36,
38,
38,
39,
41,
43,
43,
44,
46,
46,
46,
47,
47,
47,
50,
53,
53,
53,
54,
57,
59,
59,
60,
60,
60,
61,
63,
63,
63,
65,
66,
68,
69,
69,
71,
71,
71,
72,
75,
79,
79,
79,
80,
82,
82,
83,
85,
87,
87,
87,
87,
87,
88,
90,
90,
91,
93,
95,
95,
96,
98,
98,
98,
99,
99,
99,
100,
100,
100,
101,
104,
107,
110,
112,
112,
113,
113,
113,
114,
117,
120,
120,
121,
121,
121,
122,
124,
124,
124,
126,
127,
129,
130,
130,
132,
132,
132,
133,
133,
133,
134,
134,
134,
135,
138,
141,
147,
147,
148,
150,
150,
150,
151,
151,
152,
155,
157,
159,
160,
160,
160,
160,
161,
161,
162,
165,
167,
168,
168,
169,
172,
173
],
[
1,
2,
10,
12,
35,
147,
159,
3,
4,
5,
6,
7,
8,
9,
11,
13,
15,
14,
16,
20,
31,
17,
19,
18,
21,
23,
25,
30,
22,
24,
26,
27,
28,
29,
32,
34,
33,
36,
38,
43,
59,
79,
37,
39,
41,
40,
42,
44,
46,
45,
47,
52,
53,
48,
49,
50,
51,
54,
56,
57,
55,
58,
60,
78,
61,
63,
77,
62,
64,
65,
68,
66,
67,
69,
70,
71,
72,
74,
75,
73,
76,
80,
82,
87,
81,
83,
85,
84,
86,
88,
90,
95,
112,
120,
89,
91,
93,
92,
94,
96,
98,
97,
99,
109,
110,
100,
106,
107,
101,
103,
104,
102,
105,
108,
111,
113,
119,
114,
116,
117,
115,
118,
121,
146,
122,
124,
145,
123,
125,
126,
129,
127,
128,
130,
131,
132,
133,
143,
144,
134,
140,
141,
135,
137,
138,
136,
139,
142,
148,
150,
149,
151,
155,
157,
152,
154,
153,
156,
158,
160,
161,
165,
167,
172,
162,
164,
163,
166,
168,
169,
171,
170,
173,
174
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
6459
],
[
92,
2305
],
[
92,
6447
],
[
92,
10029
],
[
92,
10029
],
[
92,
6195
],
[
79,
10029
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
6570
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
83,
10028
],
[
61,
6459
],
[
54,
10028
],
[
61,
2305
],
[
54,
10028
],
[
11,
10028
],
[
67,
215
],
[
60,
10028
],
[
61,
2305
],
[
54,
10028
],
[
54,
10028
],
[
8,
2325
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
33,
10028
],
[
61,
4911
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
2305
],
[
54,
10028
],
[
4,
10028
],
[
61,
9653
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
67,
215
],
[
60,
10028
],
[
61,
2305
],
[
54,
10028
],
[
80,
10028
],
[
11,
10028
],
[
61,
2305
],
[
54,
10028
],
[
80,
10028
],
[
61,
4911
],
[
54,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5835
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
11,
10028
],
[
61,
2305
],
[
54,
10028
],
[
80,
10028
],
[
61,
4911
],
[
54,
10028
],
[
78,
10028
],
[
67,
129
],
[
33,
10028
],
[
61,
5345
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
6447
],
[
54,
10028
],
[
33,
10028
],
[
61,
5399
],
[
78,
10028
],
[
18,
10028
],
[
61,
7448
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
5047
],
[
78,
10028
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
10029
],
[
54,
10028
],
[
0,
10028
],
[
61,
10029
],
[
54,
10028
],
[
60,
10028
],
[
61,
5345
],
[
54,
10028
],
[
0,
10028
],
[
61,
5399
],
[
54,
10028
],
[
40,
10028
],
[
20,
10028
],
[
61,
5047
],
[
54,
10028
],
[
39,
10028
],
[
61,
9653
],
[
54,
10028
],
[
16,
10028
],
[
4,
10028
],
[
81,
10028
],
[
61,
5835
],
[
54,
10028
],
[
31,
10028
],
[
76,
10028
],
[
45,
10028
],
[
61,
4911
],
[
54,
10028
],
[
45,
10028
],
[
86,
10028
],
[
85,
10028
],
[
11,
10028
],
[
11,
10028
],
[
11,
10028
],
[
61,
5047
],
[
54,
10028
],
[
0,
10028
],
[
61,
2305
],
[
54,
10028
],
[
80,
10028
],
[
61,
4911
],
[
54,
10028
],
[
0,
10028
],
[
67,
159
],
[
78,
10028
],
[
67,
129
],
[
4,
10028
],
[
61,
5835
],
[
78,
10028
],
[
18,
10028
],
[
8,
3966
],
[
61,
6418
],
[
54,
10028
],
[
54,
10028
],
[
61,
5835
],
[
54,
10028
],
[
95,
2142
],
[
67,
159
],
[
73,
10028
],
[
18,
10028
],
[
8,
2974
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
5835
],
[
54,
10028
],
[
95,
3667
],
[
8,
5158
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
61,
6195
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
6
],
[
6
],
[
7
],
[
5
],
[
5
],
[
6
],
[
7
],
[
6
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
6
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
8
],
[
9
],
[
10
],
[
9
],
[
9
],
[
10
],
[
8
],
[
8
],
[
9
],
[
7
],
[
7
],
[
8
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
7
],
[
8
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
8
],
[
8
],
[
9
],
[
10
],
[
8
],
[
9
],
[
10
],
[
10
],
[
11
],
[
12
],
[
13
],
[
14
],
[
13
],
[
13
],
[
14
],
[
12
],
[
12
],
[
13
],
[
11
],
[
11
],
[
7
],
[
6
],
[
2
],
[
3
],
[
4
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
4
],
[
5
],
[
6
]
] |
[
[
"get",
"dilated",
"1d",
"attention",
"mask"
]
] | 175
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
175
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"num_heads"
],
[
"arg",
"block_size"
],
[
"arg",
"num_blocks"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"name"
],
[
"Str",
"__UNK__"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"ones"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"num_heads"
],
[
"Load",
"__NONE__"
],
[
"Name",
"block_size"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"block_size"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"bool"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"i"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"block_size"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"visible"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Num",
"2"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"block_size"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"block_size"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"block_size"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"For",
"__NONE__"
],
[
"Name",
"j"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"num_blocks"
],
[
"Load",
"__NONE__"
],
[
"For",
"__NONE__"
],
[
"Name",
"k"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"range"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"index"
],
[
"Store",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Mult",
"__NONE__"
],
[
"Name",
"j"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"k"
],
[
"Load",
"__NONE__"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"index"
],
[
"Load",
"__NONE__"
],
[
"GtE",
"__NONE__"
],
[
"Name",
"visible"
],
[
"Load",
"__NONE__"
],
[
"Break",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Subscript",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"ExtSlice",
"__NONE__"
],
[
"Slice",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Index",
"__NONE__"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Name",
"index"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Name",
"block_size"
],
[
"Load",
"__NONE__"
],
[
"Sub",
"__NONE__"
],
[
"Name",
"i"
],
[
"Load",
"__NONE__"
],
[
"Add",
"__NONE__"
],
[
"Num",
"1"
],
[
"Store",
"__NONE__"
],
[
"Num",
"0"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"expand_dims"
],
[
"Name",
"np"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"constant"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"mask"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"dtype"
],
[
"Attribute",
"int32"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Name",
"name"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
13,
15,
15,
16,
16,
16,
16,
17,
19,
21,
24,
24,
25,
27,
29,
29,
29,
29,
30,
31,
31,
32,
32,
33,
37,
37,
38,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
41,
41,
42,
45,
49,
49,
49,
51,
51,
52,
55,
55,
56,
59,
59,
59,
61,
61,
62,
65,
65,
66,
69,
69,
70,
73,
73,
74,
77,
77,
78,
81,
82,
84,
85,
85,
86,
89,
90,
90,
91,
94,
95,
97,
98,
100,
101,
101,
102,
105,
106,
106,
107,
110,
111,
113,
114,
114,
115,
118,
120,
120,
120,
121,
123,
123,
124,
126,
126,
126,
127,
127,
128,
131,
133,
135,
136,
136,
137,
137,
138,
141,
141,
141,
141,
141,
145,
145,
146,
150,
151
],
[
1,
2,
13,
15,
29,
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
14,
16,
24,
17,
19,
21,
23,
18,
20,
22,
25,
27,
26,
28,
30,
37,
120,
150,
31,
32,
36,
33,
35,
34,
38,
40,
39,
41,
45,
47,
48,
49,
59,
69,
73,
77,
81,
84,
89,
94,
97,
100,
105,
110,
113,
118,
42,
44,
43,
46,
50,
51,
55,
52,
54,
53,
56,
58,
57,
60,
61,
65,
62,
64,
63,
66,
68,
67,
70,
72,
71,
74,
76,
75,
78,
80,
79,
82,
83,
85,
86,
88,
87,
90,
91,
93,
92,
95,
96,
98,
99,
101,
102,
104,
103,
106,
107,
109,
108,
111,
112,
114,
115,
117,
116,
119,
121,
123,
135,
122,
124,
126,
125,
127,
131,
133,
128,
130,
129,
132,
134,
136,
137,
141,
138,
140,
139,
142,
143,
144,
145,
149,
146,
148,
147,
151,
152
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
4875
],
[
92,
2081
],
[
92,
10029
],
[
92,
10029
],
[
92,
10029
],
[
79,
10029
],
[
79,
1155
],
[
79,
1155
],
[
67,
215
],
[
30,
10028
],
[
79,
10029
],
[
4,
10028
],
[
83,
10028
],
[
61,
9858
],
[
78,
10028
],
[
61,
9872
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
62,
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
],
[
95,
2081
],
[
61,
2081
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
2302
],
[
8,
2302
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
40,
10028
],
[
61,
10029
],
[
54,
10028
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
7732
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9921
],
[
54,
10028
],
[
61,
9872
],
[
54,
10028
],
[
30,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
9921
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
62,
10028
],
[
62,
10028
],
[
62,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
54,
10028
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
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
],
[
1
],
[
1
],
[
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
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
5
],
[
4
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
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
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
6
],
[
7
],
[
4
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
7
],
[
7
],
[
7
],
[
8
],
[
9
],
[
8
],
[
7
],
[
3
],
[
4
],
[
5
]
] |
[
[
"dilated",
"attention",
"1d"
]
] | 153
|
[
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0
] |
[
0,
153
] |
[
[
"Module",
"__NONE__"
],
[
"FunctionDef",
"_mask_"
],
[
"arguments",
"__NONE__"
],
[
"arg",
"x"
],
[
"arg",
"hparams"
],
[
"arg",
"attention_type"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Str",
"__UNK__"
],
[
"Str",
"VALID"
],
[
"Str",
"VALID"
],
[
"Num",
"2"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Tuple",
"__NONE__"
],
[
"Name",
"x"
],
[
"Store",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__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__"
],
[
"keyword",
"attention_type"
],
[
"Name",
"attention_type"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"block_length"
],
[
"Attribute",
"block_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"If",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"reshape"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x_shape"
],
[
"Load",
"__NONE__"
],
[
"Expr",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
]
] |
[
[
0,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
10,
12,
12,
12,
12,
12,
12,
12,
12,
12,
13,
14,
14,
15,
15,
16,
20,
20,
21,
21,
21,
22,
24,
27,
27,
27,
27,
28,
28,
29,
32,
35,
36,
36,
39,
39,
40,
42,
42,
43,
45,
45,
45,
46,
46,
47,
52,
52,
53,
55,
55,
56,
58,
58,
58,
59,
59,
60,
65,
65,
66,
66,
66,
67,
71,
71,
72,
74,
74,
75,
77,
79,
79,
80,
82,
82,
82,
82,
82,
82,
82,
82,
82,
82,
82,
82,
82,
82,
83,
83,
84,
87,
90,
92,
92,
92,
94,
94,
95,
98,
100,
100,
100,
102,
102,
103,
106,
108,
110,
112,
112,
113,
116,
117,
117,
118,
121,
122,
122,
123,
126,
127,
129,
130,
132,
134,
134,
135,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
137,
138,
138,
139,
142,
146,
146,
146,
148,
148,
149,
152,
154,
154,
154,
156,
156,
157,
160,
162,
164,
166,
166,
167,
170,
172,
173,
173,
174,
177,
178,
178,
179,
182,
183,
183,
184,
187,
188,
188,
189,
192,
193,
195,
196,
198,
200,
200,
201,
203,
203,
203,
204,
204,
205,
208,
208,
208,
209,
211,
214,
215,
215,
218,
219
],
[
1,
2,
10,
12,
3,
4,
5,
6,
7,
8,
9,
11,
13,
20,
39,
52,
65,
79,
134,
200,
218,
14,
15,
19,
16,
18,
17,
21,
27,
22,
24,
26,
23,
25,
28,
32,
34,
35,
29,
31,
30,
33,
36,
37,
38,
40,
42,
41,
43,
45,
44,
46,
50,
51,
47,
49,
48,
53,
55,
54,
56,
58,
57,
59,
63,
64,
60,
62,
61,
66,
71,
67,
69,
70,
68,
72,
74,
73,
75,
77,
76,
78,
80,
82,
81,
83,
87,
89,
90,
92,
100,
108,
110,
112,
116,
121,
126,
129,
132,
84,
86,
85,
88,
91,
93,
94,
98,
95,
97,
96,
99,
101,
102,
106,
103,
105,
104,
107,
109,
111,
113,
115,
114,
117,
118,
120,
119,
122,
123,
125,
124,
127,
128,
130,
131,
133,
135,
137,
136,
138,
142,
144,
145,
146,
154,
162,
164,
166,
170,
172,
177,
182,
187,
192,
195,
198,
139,
141,
140,
143,
147,
148,
152,
149,
151,
150,
153,
155,
156,
160,
157,
159,
158,
161,
163,
165,
167,
169,
168,
171,
173,
174,
176,
175,
178,
179,
181,
180,
183,
184,
186,
185,
188,
189,
191,
190,
193,
194,
196,
197,
199,
201,
203,
202,
204,
208,
214,
205,
207,
206,
209,
211,
213,
210,
212,
215,
216,
217,
219,
220
]
] |
[
[
59,
10028
],
[
35,
1461
],
[
93,
10028
],
[
92,
9858
],
[
92,
10029
],
[
92,
4875
],
[
92,
10029
],
[
92,
10029
],
[
79,
710
],
[
79,
710
],
[
30,
10028
],
[
79,
10029
],
[
88,
10028
],
[
96,
10028
],
[
18,
10028
],
[
8,
9564
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
79,
10029
],
[
4,
10028
],
[
52,
10028
],
[
61,
10029
],
[
78,
10028
],
[
61,
10029
],
[
78,
10028
],
[
78,
10028
],
[
18,
10028
],
[
8,
8543
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
67,
215
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
8,
4826
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
67,
215
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
5156
],
[
54,
10028
],
[
11,
10028
],
[
8,
6459
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
26,
10028
],
[
67,
215
],
[
40,
10028
],
[
20,
10028
],
[
61,
10029
],
[
54,
10028
],
[
48,
10028
],
[
62,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
9858
],
[
54,
10028
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
61,
10029
],
[
54,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
10029
],
[
78,
10028
],
[
18,
10028
],
[
8,
10029
],
[
61,
2868
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
62,
10028
],
[
62,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
15,
10028
],
[
68,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
2081
],
[
79,
10029
],
[
95,
2302
],
[
8,
2302
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
8,
10029
],
[
61,
4875
],
[
54,
10028
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
10029
],
[
61,
10029
],
[
54,
10028
],
[
95,
6195
],
[
79,
10029
],
[
4,
10028
],
[
61,
9921
],
[
78,
10028
],
[
18,
10028
],
[
8,
2912
],
[
61,
9027
],
[
54,
10028
],
[
54,
10028
],
[
52,
10028
],
[
61,
10029
],
[
54,
10028
],
[
61,
10029
],
[
54,
10028
],
[
54,
10028
],
[
95,
2142
],
[
86,
10028
],
[
85,
10028
],
[
67,
159
],
[
73,
10028
],
[
61,
9921
],
[
54,
10028
]
] |
[
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
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
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
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
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
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
],
[
0
],
[
1
],
[
0
],
[
0
],
[
1
],
[
1
],
[
0
],
[
0
],
[
0
],
[
1
],
[
0
],
[
1
],
[
0
],
[
0
],
[
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
]
] |
[
[
0
],
[
1
],
[
2
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
3
],
[
2
],
[
3
],
[
2
],
[
3
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
6
],
[
3
],
[
4
],
[
5
],
[
6
],
[
5
],
[
5
],
[
4
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
6
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
5
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
6
],
[
7
],
[
8
],
[
7
],
[
6
],
[
7
],
[
5
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
8
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
7
],
[
5
],
[
6
],
[
3
],
[
4
],
[
5
],
[
4
],
[
5
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
6
],
[
7
],
[
6
],
[
5
],
[
6
],
[
7
],
[
7
],
[
3
],
[
4
],
[
5
]
] |
[
[
"local",
"global",
"attention"
]
] | 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",
"__UNK__"
],
[
"arg",
"hparams"
],
[
"arg",
"__UNK__"
],
[
"arg",
"__UNK__"
],
[
"Str",
"LEFT"
],
[
"Str",
"LEFT"
],
[
"Expr",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"With",
"__NONE__"
],
[
"withitem",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"variable_scope"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"split"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Num",
"2"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"hidden_size"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Num",
"2"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"int"
],
[
"Load",
"__NONE__"
],
[
"BinOp",
"__NONE__"
],
[
"Attribute",
"num_heads"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Div",
"__NONE__"
],
[
"Num",
"2"
],
[
"If",
"__NONE__"
],
[
"Compare",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"IsNot",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"x"
],
[
"Load",
"__NONE__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"common_attention"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"NameConstant",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"BoolOp",
"__NONE__"
],
[
"Or",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"attention_type"
],
[
"Str",
"__UNK__"
],
[
"keyword",
"block_length"
],
[
"Attribute",
"block_length"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Attribute",
"__UNK__"
],
[
"Name",
"hparams"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"__UNK__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"name"
],
[
"Str",
"__UNK__"
],
[
"Assign",
"__NONE__"
],
[
"Name",
"y"
],
[
"Store",
"__NONE__"
],
[
"Call",
"__NONE__"
],
[
"Attribute",
"concat"
],
[
"Name",
"tf"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"List",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Name",
"__UNK__"
],
[
"Load",
"__NONE__"
],
[
"Load",
"__NONE__"
],
[
"keyword",
"axis"
],
[
"UnaryOp",
"__NONE__"
],
[
"USub",
"__NONE__"
],
[
"Num",
"1"
],
[
"Return",
"__NONE__"
],
[
"Name",
"y"
],
[
"Load",
"__NONE__"
]
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.