/
morpho_de.json
176 lines (176 loc) · 3.84 KB
/
morpho_de.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
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
{
"dataset_reader": {
"class_name": "morphotagger_dataset_reader",
"data_path": "{DOWNLOADS_PATH}/UD2.0_source",
"language": "de",
"data_types": [
"train",
"dev",
"test"
]
},
"dataset_iterator": {
"class_name": "morphotagger_dataset"
},
"chainer": {
"in": [
"x"
],
"in_y": [
"y"
],
"pipe": [
{
"in": [
"x"
],
"class_name": "lazy_tokenizer",
"out": [
"x_tokens"
]
},
{
"id": "char_splitting_lowercase_preprocessor",
"class_name": "char_splitting_lowercase_preprocessor",
"in": [
"x_tokens"
],
"out": [
"x_chars_lowered_marked"
]
},
{
"id": "tag_vocab",
"class_name": "simple_vocab",
"fit_on": [
"y"
],
"special_tokens": [
"PAD",
"BEGIN",
"END"
],
"save_path": "{MODELS_PATH}/morpho_tagger/UD2.0/de/tag.dict",
"load_path": "{MODELS_PATH}/morpho_tagger/UD2.0/de/tag.dict"
},
{
"id": "char_vocab",
"class_name": "simple_vocab",
"min_freq": 3,
"fit_on": [
"x_chars_lowered_marked"
],
"special_tokens": [
"PAD",
"BEGIN",
"END"
],
"save_path": "{MODELS_PATH}/morpho_tagger/UD2.0/de/char.dict",
"load_path": "{MODELS_PATH}/morpho_tagger/UD2.0/de/char.dict"
},
{
"in": [
"x_chars_lowered_marked"
],
"in_y": [
"y"
],
"out": [
"y_predicted"
],
"class_name": "morpho_tagger",
"main": true,
"save_path": "{MODELS_PATH}/morpho_tagger/UD2.0/de/model.hdf5",
"load_path": "{MODELS_PATH}/morpho_tagger/UD2.0/de/model.hdf5",
"tags": "#tag_vocab",
"symbols": "#char_vocab",
"verbose": 1,
"char_embeddings_size": 32,
"char_window_size": [
1,
2,
3,
4,
5,
6,
7
],
"word_lstm_units": 128,
"conv_dropout": 0.0,
"char_conv_layers": 1,
"char_highway_layers": 1,
"highway_dropout": 0.0,
"word_lstm_layers": 1,
"char_filter_multiple": 50,
"intermediate_dropout": 0.0,
"word_dropout": 0.2,
"lstm_dropout": 0.2,
"regularizer": 0.01
},
{
"in": [
"x_tokens",
"y_predicted"
],
"out": [
"y_prettified"
],
"id": "prettifier",
"class_name": "tag_output_prettifier",
"end": "\n"
}
],
"out": [
"y_prettified"
]
},
"train": {
"epochs": 50,
"batch_size": 32,
"metrics": [
{
"name": "per_token_accuracy",
"inputs": [
"y",
"y_predicted"
]
},
{
"name": "accuracy",
"inputs": [
"y",
"y_predicted"
]
}
],
"validation_patience": 10,
"val_every_n_epochs": 1,
"log_every_n_epochs": 1,
"class_name": "nn_trainer",
"evaluation_targets": [
"valid",
"test"
]
},
"metadata": {
"variables": {
"ROOT_PATH": "~/.deeppavlov",
"DOWNLOADS_PATH": "{ROOT_PATH}/downloads",
"MODELS_PATH": "{ROOT_PATH}/models",
"RESULTS_PATH": "{ROOT_PATH}/results"
},
"requirements": [
"{DEEPPAVLOV_PATH}/requirements/tf.txt"
],
"download": [
{
"url": "http://files.deeppavlov.ai/deeppavlov_data/morpho_tagger/UD2.0/de.tar.gz",
"subdir": "{MODELS_PATH}/morpho_tagger/UD2.0/de"
},
{
"url": "http://files.deeppavlov.ai/datasets/UD2.0_source/de.tar.gz",
"subdir": "{DOWNLOADS_PATH}/UD2.0_source/de"
}
]
}
}