comparison test-data/keras02.json @ 0:2d7016b3ae92 draft

"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 2afb24f3c81d625312186750a714d702363012b5"
author bgruening
date Fri, 02 Oct 2020 08:45:21 +0000
parents
children c16818ce0424
comparison
equal deleted inserted replaced
-1:000000000000 0:2d7016b3ae92
1 {
2 "class_name": "Model",
3 "config": {
4 "name": "model_1",
5 "layers": [
6 {
7 "name": "main_input",
8 "class_name": "InputLayer",
9 "config": {
10 "batch_input_shape": [
11 null,
12 100
13 ],
14 "dtype": "int32",
15 "sparse": false,
16 "name": "main_input"
17 },
18 "inbound_nodes": []
19 },
20 {
21 "name": "embedding_1",
22 "class_name": "Embedding",
23 "config": {
24 "name": "embedding_1",
25 "trainable": true,
26 "batch_input_shape": [
27 null,
28 100
29 ],
30 "dtype": "float32",
31 "input_dim": 10000,
32 "output_dim": 512,
33 "embeddings_initializer": {
34 "class_name": "RandomUniform",
35 "config": {
36 "minval": -0.05,
37 "maxval": 0.05,
38 "seed": null
39 }
40 },
41 "embeddings_regularizer": null,
42 "activity_regularizer": null,
43 "embeddings_constraint": null,
44 "mask_zero": false,
45 "input_length": 100
46 },
47 "inbound_nodes": [
48 [
49 [
50 "main_input",
51 0,
52 0,
53 {}
54 ]
55 ]
56 ]
57 },
58 {
59 "name": "lstm_1",
60 "class_name": "LSTM",
61 "config": {
62 "name": "lstm_1",
63 "trainable": true,
64 "dtype": "float32",
65 "return_sequences": false,
66 "return_state": false,
67 "go_backwards": false,
68 "stateful": false,
69 "unroll": false,
70 "units": 32,
71 "activation": "tanh",
72 "recurrent_activation": "sigmoid",
73 "use_bias": true,
74 "kernel_initializer": {
75 "class_name": "VarianceScaling",
76 "config": {
77 "scale": 1.0,
78 "mode": "fan_avg",
79 "distribution": "uniform",
80 "seed": null
81 }
82 },
83 "recurrent_initializer": {
84 "class_name": "Orthogonal",
85 "config": {
86 "gain": 1.0,
87 "seed": null
88 }
89 },
90 "bias_initializer": {
91 "class_name": "Zeros",
92 "config": {}
93 },
94 "unit_forget_bias": true,
95 "kernel_regularizer": null,
96 "recurrent_regularizer": null,
97 "bias_regularizer": null,
98 "activity_regularizer": null,
99 "kernel_constraint": null,
100 "recurrent_constraint": null,
101 "bias_constraint": null,
102 "dropout": 0.0,
103 "recurrent_dropout": 0.0,
104 "implementation": 2
105 },
106 "inbound_nodes": [
107 [
108 [
109 "embedding_1",
110 0,
111 0,
112 {}
113 ]
114 ]
115 ]
116 },
117 {
118 "name": "dense_1",
119 "class_name": "Dense",
120 "config": {
121 "name": "dense_1",
122 "trainable": true,
123 "dtype": "float32",
124 "units": 1,
125 "activation": "sigmoid",
126 "use_bias": true,
127 "kernel_initializer": {
128 "class_name": "VarianceScaling",
129 "config": {
130 "scale": 1.0,
131 "mode": "fan_avg",
132 "distribution": "uniform",
133 "seed": null
134 }
135 },
136 "bias_initializer": {
137 "class_name": "Zeros",
138 "config": {}
139 },
140 "kernel_regularizer": null,
141 "bias_regularizer": null,
142 "activity_regularizer": null,
143 "kernel_constraint": null,
144 "bias_constraint": null
145 },
146 "inbound_nodes": [
147 [
148 [
149 "lstm_1",
150 0,
151 0,
152 {}
153 ]
154 ]
155 ]
156 },
157 {
158 "name": "aux_input",
159 "class_name": "InputLayer",
160 "config": {
161 "batch_input_shape": [
162 null,
163 5
164 ],
165 "dtype": "float32",
166 "sparse": false,
167 "name": "aux_input"
168 },
169 "inbound_nodes": []
170 },
171 {
172 "name": "concatenate_1",
173 "class_name": "Concatenate",
174 "config": {
175 "name": "concatenate_1",
176 "trainable": true,
177 "dtype": "float32",
178 "axis": -1
179 },
180 "inbound_nodes": [
181 [
182 [
183 "dense_1",
184 0,
185 0,
186 {}
187 ],
188 [
189 "aux_input",
190 0,
191 0,
192 {}
193 ]
194 ]
195 ]
196 },
197 {
198 "name": "dense_2",
199 "class_name": "Dense",
200 "config": {
201 "name": "dense_2",
202 "trainable": true,
203 "dtype": "float32",
204 "units": 64,
205 "activation": "relu",
206 "use_bias": true,
207 "kernel_initializer": {
208 "class_name": "VarianceScaling",
209 "config": {
210 "scale": 1.0,
211 "mode": "fan_avg",
212 "distribution": "uniform",
213 "seed": null
214 }
215 },
216 "bias_initializer": {
217 "class_name": "Zeros",
218 "config": {}
219 },
220 "kernel_regularizer": null,
221 "bias_regularizer": null,
222 "activity_regularizer": null,
223 "kernel_constraint": null,
224 "bias_constraint": null
225 },
226 "inbound_nodes": [
227 [
228 [
229 "concatenate_1",
230 0,
231 0,
232 {}
233 ]
234 ]
235 ]
236 },
237 {
238 "name": "dense_3",
239 "class_name": "Dense",
240 "config": {
241 "name": "dense_3",
242 "trainable": true,
243 "dtype": "float32",
244 "units": 64,
245 "activation": "relu",
246 "use_bias": true,
247 "kernel_initializer": {
248 "class_name": "VarianceScaling",
249 "config": {
250 "scale": 1.0,
251 "mode": "fan_avg",
252 "distribution": "uniform",
253 "seed": null
254 }
255 },
256 "bias_initializer": {
257 "class_name": "Zeros",
258 "config": {}
259 },
260 "kernel_regularizer": null,
261 "bias_regularizer": null,
262 "activity_regularizer": null,
263 "kernel_constraint": null,
264 "bias_constraint": null
265 },
266 "inbound_nodes": [
267 [
268 [
269 "dense_2",
270 0,
271 0,
272 {}
273 ]
274 ]
275 ]
276 },
277 {
278 "name": "dense_4",
279 "class_name": "Dense",
280 "config": {
281 "name": "dense_4",
282 "trainable": true,
283 "dtype": "float32",
284 "units": 64,
285 "activation": "relu",
286 "use_bias": true,
287 "kernel_initializer": {
288 "class_name": "VarianceScaling",
289 "config": {
290 "scale": 1.0,
291 "mode": "fan_avg",
292 "distribution": "uniform",
293 "seed": null
294 }
295 },
296 "bias_initializer": {
297 "class_name": "Zeros",
298 "config": {}
299 },
300 "kernel_regularizer": null,
301 "bias_regularizer": null,
302 "activity_regularizer": null,
303 "kernel_constraint": null,
304 "bias_constraint": null
305 },
306 "inbound_nodes": [
307 [
308 [
309 "dense_3",
310 0,
311 0,
312 {}
313 ]
314 ]
315 ]
316 },
317 {
318 "name": "dense_5",
319 "class_name": "Dense",
320 "config": {
321 "name": "dense_5",
322 "trainable": true,
323 "dtype": "float32",
324 "units": 1,
325 "activation": "sigmoid",
326 "use_bias": true,
327 "kernel_initializer": {
328 "class_name": "VarianceScaling",
329 "config": {
330 "scale": 1.0,
331 "mode": "fan_avg",
332 "distribution": "uniform",
333 "seed": null
334 }
335 },
336 "bias_initializer": {
337 "class_name": "Zeros",
338 "config": {}
339 },
340 "kernel_regularizer": null,
341 "bias_regularizer": null,
342 "activity_regularizer": null,
343 "kernel_constraint": null,
344 "bias_constraint": null
345 },
346 "inbound_nodes": [
347 [
348 [
349 "dense_4",
350 0,
351 0,
352 {}
353 ]
354 ]
355 ]
356 }
357 ],
358 "input_layers": [
359 [
360 "main_input",
361 0,
362 0
363 ],
364 [
365 "aux_input",
366 0,
367 0
368 ]
369 ],
370 "output_layers": [
371 [
372 "dense_1",
373 0,
374 0
375 ],
376 [
377 "dense_5",
378 0,
379 0
380 ]
381 ]
382 },
383 "keras_version": "2.3.1",
384 "backend": "tensorflow"
385 }