This repository was archived by the owner on Jan 22, 2022. It is now read-only.
Repository navigation
Expand file tree
/
Copy pathtraining_options.ejs
More file actions
221 lines (195 loc) · 8.89 KB
/
Copy pathtraining_options.ejs
File metadata and controls
221 lines (195 loc) · 8.89 KB
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
<!doctype html>
<html>
<head>
<%- include('head'); %>
</head>
<body>
<%- include('nav'); %>
<main role="main" class="container">
<div class="row">
<form action="/model/<%= locals.model.id || 0 %>/options" method="post" enctype="multipart/form-data"
class="my-3 col-sm-8 offset-sm-2 col-lg-6 offset-lg-3">
<h1 class="h3 text-center mb-3">Update training options</h1>
<p class="lead">
Following training options are going to be used to train on uploaded textual data.
</p>
<% if(locals.errors){ %>
<p class="alert alert-warning">
Form contains errors
</p>
<% } %>
<fieldset>
<legend>Training options</legend>
<div class="form-group row">
<label for="num_seqs" class="col-sm-6 col-form-label">Number of seqs in one batch</label>
<div class="col-sm-6">
<input name="num_seqs" placeholder="Default: 32" type="number" id="num_seqs"
class="form-control <% if(fieldErr("num_seqs")){ %>is-invalid<% } %>"
min="1"
value="<%=fieldData("num_seqs")%>">
<% if(fieldErr("num_seqs")){ %>
<div class="invalid-feedback"><%= fieldErr("num_seqs") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="num_steps" class="col-sm-6 col-form-label">Length of one seq</label>
<div class="col-sm-6">
<input name="num_steps" placeholder="Default: 50" type="number" id="num_steps"
class="form-control <% if(fieldErr("num_steps")){ %>is-invalid<% } %>"
min="1"
value="<%=fieldData("num_steps")%>">
<% if(fieldErr("num_steps")){ %>
<div class="invalid-feedback"><%= fieldErr("num_steps") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="lstm_size" class="col-sm-6 col-form-label">Size of hidden state of LSTM</label>
<div class="col-sm-6">
<input name="lstm_size" placeholder="Default: 128" type="number" id="lstm_size"
class="form-control <% if(fieldErr("lstm_size")){ %>is-invalid<% } %>"
min="0"
value="<%=fieldData("lstm_size")%>">
<% if(fieldErr("lstm_size")){ %>
<div class="invalid-feedback"><%= fieldErr("lstm_size") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="num_layers" class="col-sm-6 col-form-label">Number of LSTM layers</label>
<div class="col-sm-6">
<input name="num_layers" placeholder="Default: 2" type="number" id="num_layers"
class="form-control <%if(fieldErr("num_layers")){%>is-invalid<%}%>"
min="0"
value="<%=fieldData("num_layers")%>">
<% if(fieldErr("num_layers")){ %>
<div class="invalid-feedback"><%= fieldErr("num_layers") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="use_embedding" class="col-sm-6 col-form-label">Use embedding?</label>
<div class="col-sm-6">
<div class="form-check">
<input class="form-check-input" type="radio"
name="use_embedding" id="use_embedding1"
value="true"
<% if(fieldData("use_embedding")===true){%>checked<%}%>>
<label class="form-check-label" for="use_embedding1">
Yes
</label>
</div>
<div class="form-check">
<input class="form-check-input" type="radio"
name="use_embedding" id="use_embedding2"
value="false"
<% if(fieldData("use_embedding")===false){%>checked<%}%>>
<label class="form-check-label" for="use_embedding2">
No (default)
</label>
</div>
<% if(fieldErr("use_embedding")){ %>
<div class="invalid-feedback"><%= fieldErr("use_embedding") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="embedding_size" class="col-sm-6 col-form-label">Size of embedding</label>
<div class="col-sm-6">
<input name="embedding_size" placeholder="Default: 128" type="number" id="embedding_size"
class="form-control <%if(fieldErr("embedding_size")){%>is-invalid<%}%>"
min="1"
value="<%=fieldData("embedding_size")%>">
<% if(fieldErr("embedding_size")){ %>
<div class="invalid-feedback"><%= fieldErr("embedding_size") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="learning_rate" class="col-sm-6 col-form-label">Learning rate</label>
<div class="col-sm-6">
<input name="learning_rate" placeholder="Default: 0.001" type="number" id="learning_rate"
class="form-control <%if(fieldErr("learning_rate")){%>is-invalid<%}%>"
min="0"
max="1"
step="0.0001"
value="<%=fieldData("learning_rate")%>">
<% if(fieldErr("learning_rate")){ %>
<div class="invalid-feedback"><%= fieldErr("learning_rate") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="train_keep_prob" class="col-sm-6 col-form-label">Dropout rate during training</label>
<div class="col-sm-6">
<input name="train_keep_prob" placeholder="Default: 0.5" type="number" id="train_keep_prob"
class="form-control <%if(fieldErr("train_keep_prob")){%>is-invalid<%}%>"
min="0"
max="1"
step="0.01"
value="<%=fieldData("train_keep_prob")%>">
<% if(fieldErr("train_keep_prob")){ %>
<div class="invalid-feedback"><%= fieldErr("train_keep_prob") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="max_steps" class="col-sm-6 col-form-label">Max steps to train</label>
<div class="col-sm-6">
<input name="max_steps" placeholder="Default: 1000" type="number" id="max_steps"
class="form-control <%if(fieldErr("max_steps")){%>is-invalid<%}%>"
min="1"
value="<%=fieldData("max_steps")%>">
<% if(fieldErr("max_steps")){ %>
<div class="invalid-feedback"><%= fieldErr("max_steps") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="save_every_n" class="col-sm-6 col-form-label">Save the model every n steps</label>
<div class="col-sm-6">
<input name="save_every_n" placeholder="Default: 1000" type="number" id="save_every_n"
class="form-control <%if(fieldErr("save_every_n")){%>is-invalid<%}%>"
min="1"
value="<%=fieldData("save_every_n")%>">
<% if(fieldErr("save_every_n")){ %>
<div class="invalid-feedback"><%= fieldErr("save_every_n") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="log_every_n" class="col-sm-6 col-form-label">Log to the screen every n steps</label>
<div class="col-sm-6">
<input name="log_every_n" placeholder="Default: 100" type="number" id="log_every_n"
class="form-control <%if(fieldErr("log_every_n")){%>is-invalid<%}%>"
min="1"
value="<%=fieldData("log_every_n")%>">
<% if(fieldErr("log_every_n")){ %>
<div class="invalid-feedback"><%= fieldErr("log_every_n") %></div>
<% } %>
</div>
</div>
<div class="form-group row">
<label for="max_vocab" class="col-sm-6 col-form-label">Max char number from training file</label>
<div class="col-sm-6">
<input name="max_vocab" placeholder="Default: 3500" type="number" id="max_vocab"
class="form-control <%if(fieldErr("max_vocab")){%>is-invalid<%}%>"
min="1"
value="<%=fieldData("max_vocab")%>">
<% if(fieldErr("max_vocab")){ %>
<div class="invalid-feedback"><%= fieldErr("max_vocab") %></div>
<% } %>
</div>
</div>
</fieldset>
<hr class="mt-5">
<div class="text-right">
<a href="/model/<%= locals.model.id %>" class="btn btn-outline-secondary">Cancel</a>
<button type="submit" class="btn btn-primary">Update</button>
</div>
</form>
</div>
</main>
</body>
</html>