forked from dapowan/LIMU-BERT-Public
-
Notifications
You must be signed in to change notification settings - Fork 0
/
classifier.json
94 lines (93 loc) · 1.47 KB
/
classifier.json
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
{
"dcnn_v1":
{
"seq_len": 20,
"input": 6,
"flat_num": 1
},
"deepsense_v1":
{
"seq_len": 20,
"input": 6,
"flat_num": 992
},
"tpn_v1":
{
"seq_len": 20,
"input": 6
},
"lstm_v1":
{
"seq_len": 20,
"input": 6,
"num_rnn": 2,
"num_layers": [2, 1],
"rnn_io": [[6,20], [20, 10]],
"num_linear": 1,
"linear_io": [[10, 3]],
"activ": false,
"dropout": true
},
"gru_v1":
{
"seq_len": 20,
"input": 6,
"num_rnn": 2,
"num_layers": [2, 1],
"rnn_io": [[6,20], [20, 10]],
"num_linear": 1,
"linear_io": [[10, 3]],
"activ": false,
"dropout": false
},
"gru_v2":
{
"seq_len": 20,
"input": 6,
"num_rnn": 2,
"num_layers": [2, 1],
"rnn_io": [[6,20], [20, 10]],
"num_linear": 1,
"linear_io": [[10, 3]],
"activ": false,
"dropout": true
},
"cnn2_v1":
{
"seq_len": 20,
"input": 6,
"num_cnn": 3,
"conv_io": [[8, 16, 3, 0], [16, 8, 3, 0], [8, 4, 3, 0]],
"pool": [3, [1, 2], 0],
"flat_num": 192,
"num_linear": 2,
"linear_io": [[0, 12], [12, 0]],
"activ": false,
"dropout": true
},
"cnn1_v1":
{
"seq_len": 20,
"input": 6,
"num_cnn": 3,
"conv_io": [[8, 16, 5, 0], [16, 8, 3, 0], [8, 4, 3, 0]],
"pool": [3, 1, 0],
"flat_num": 232,
"num_linear": 2,
"linear_io": [[0, 12], [12, 0]],
"activ": true,
"dropout": true
},
"attn_v1":
{
"seq_len": 20,
"input": 6,
"num_attn": 1,
"num_head": 4,
"atten_hidden": 36,
"num_linear": 1,
"linear_io": [[720, 3]],
"activ": false,
"dropout": true
}
}