Mercurial > repos > bgruening > ml_visualization_ex
comparison test-data/keras02.json @ 14:9c19cf3c4ea0 draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
author | bgruening |
---|---|
date | Wed, 09 Aug 2023 13:08:43 +0000 |
parents | 6b94d76a1397 |
children |
comparison
equal
deleted
inserted
replaced
13:c80db5d6fd8c | 14:9c19cf3c4ea0 |
---|---|
1 { | 1 { |
2 "class_name": "Model", | 2 "class_name": "Functional", |
3 "config": { | 3 "config": { |
4 "name": "model_1", | 4 "name": "model", |
5 "layers": [ | 5 "layers": [ |
6 { | 6 { |
7 "name": "main_input", | |
8 "class_name": "InputLayer", | 7 "class_name": "InputLayer", |
9 "config": { | 8 "config": { |
10 "batch_input_shape": [ | 9 "batch_input_shape": [ |
11 null, | 10 null, |
12 100 | 11 100 |
13 ], | 12 ], |
14 "dtype": "int32", | 13 "dtype": "int32", |
15 "sparse": false, | 14 "sparse": false, |
15 "ragged": false, | |
16 "name": "main_input" | 16 "name": "main_input" |
17 }, | 17 }, |
18 "name": "main_input", | |
18 "inbound_nodes": [] | 19 "inbound_nodes": [] |
19 }, | 20 }, |
20 { | 21 { |
21 "name": "embedding_1", | |
22 "class_name": "Embedding", | 22 "class_name": "Embedding", |
23 "config": { | 23 "config": { |
24 "name": "embedding_1", | 24 "name": "embedding", |
25 "trainable": true, | 25 "trainable": true, |
26 "batch_input_shape": [ | 26 "batch_input_shape": [ |
27 null, | 27 null, |
28 100 | 28 100 |
29 ], | 29 ], |
42 "activity_regularizer": null, | 42 "activity_regularizer": null, |
43 "embeddings_constraint": null, | 43 "embeddings_constraint": null, |
44 "mask_zero": false, | 44 "mask_zero": false, |
45 "input_length": 100 | 45 "input_length": 100 |
46 }, | 46 }, |
47 "name": "embedding", | |
47 "inbound_nodes": [ | 48 "inbound_nodes": [ |
48 [ | 49 [ |
49 [ | 50 [ |
50 "main_input", | 51 "main_input", |
51 0, | 52 0, |
54 ] | 55 ] |
55 ] | 56 ] |
56 ] | 57 ] |
57 }, | 58 }, |
58 { | 59 { |
59 "name": "lstm_1", | |
60 "class_name": "LSTM", | 60 "class_name": "LSTM", |
61 "config": { | 61 "config": { |
62 "name": "lstm_1", | 62 "name": "lstm", |
63 "trainable": true, | 63 "trainable": true, |
64 "dtype": "float32", | 64 "dtype": "float32", |
65 "return_sequences": false, | 65 "return_sequences": false, |
66 "return_state": false, | 66 "return_state": false, |
67 "go_backwards": false, | 67 "go_backwards": false, |
68 "stateful": false, | 68 "stateful": false, |
69 "unroll": false, | 69 "unroll": false, |
70 "time_major": false, | |
70 "units": 32, | 71 "units": 32, |
71 "activation": "tanh", | 72 "activation": "tanh", |
72 "recurrent_activation": "sigmoid", | 73 "recurrent_activation": "sigmoid", |
73 "use_bias": true, | 74 "use_bias": true, |
74 "kernel_initializer": { | 75 "kernel_initializer": { |
75 "class_name": "VarianceScaling", | 76 "class_name": "GlorotUniform", |
76 "config": { | 77 "config": { |
77 "scale": 1.0, | 78 "seed": null |
78 "mode": "fan_avg", | 79 }, |
79 "distribution": "uniform", | 80 "shared_object_id": 3 |
80 "seed": null | |
81 } | |
82 }, | 81 }, |
83 "recurrent_initializer": { | 82 "recurrent_initializer": { |
84 "class_name": "Orthogonal", | 83 "class_name": "Orthogonal", |
85 "config": { | 84 "config": { |
86 "gain": 1.0, | 85 "gain": 1.0, |
87 "seed": null | 86 "seed": null |
88 } | 87 }, |
89 }, | 88 "shared_object_id": 4 |
90 "bias_initializer": { | 89 }, |
91 "class_name": "Zeros", | 90 "bias_initializer": { |
92 "config": {} | 91 "class_name": "Zeros", |
92 "config": {}, | |
93 "shared_object_id": 5 | |
93 }, | 94 }, |
94 "unit_forget_bias": true, | 95 "unit_forget_bias": true, |
95 "kernel_regularizer": null, | 96 "kernel_regularizer": null, |
96 "recurrent_regularizer": null, | 97 "recurrent_regularizer": null, |
97 "bias_regularizer": null, | 98 "bias_regularizer": null, |
101 "bias_constraint": null, | 102 "bias_constraint": null, |
102 "dropout": 0.0, | 103 "dropout": 0.0, |
103 "recurrent_dropout": 0.0, | 104 "recurrent_dropout": 0.0, |
104 "implementation": 2 | 105 "implementation": 2 |
105 }, | 106 }, |
106 "inbound_nodes": [ | 107 "name": "lstm", |
107 [ | 108 "inbound_nodes": [ |
108 [ | 109 [ |
109 "embedding_1", | 110 [ |
110 0, | 111 "embedding", |
111 0, | 112 0, |
112 {} | 113 0, |
113 ] | 114 {} |
114 ] | 115 ] |
115 ] | 116 ] |
116 }, | 117 ] |
117 { | 118 }, |
118 "name": "dense_1", | 119 { |
119 "class_name": "Dense", | 120 "class_name": "Dense", |
120 "config": { | 121 "config": { |
121 "name": "dense_1", | 122 "name": "dense", |
122 "trainable": true, | 123 "trainable": true, |
123 "dtype": "float32", | 124 "dtype": "float32", |
124 "units": 1, | 125 "units": 1, |
125 "activation": "sigmoid", | 126 "activation": "sigmoid", |
126 "use_bias": true, | 127 "use_bias": true, |
127 "kernel_initializer": { | 128 "kernel_initializer": { |
128 "class_name": "VarianceScaling", | 129 "class_name": "GlorotUniform", |
129 "config": { | 130 "config": { |
130 "scale": 1.0, | 131 "seed": null |
131 "mode": "fan_avg", | 132 } |
132 "distribution": "uniform", | 133 }, |
133 "seed": null | 134 "bias_initializer": { |
134 } | 135 "class_name": "Zeros", |
135 }, | 136 "config": {} |
136 "bias_initializer": { | 137 }, |
137 "class_name": "Zeros", | 138 "kernel_regularizer": null, |
138 "config": {} | 139 "bias_regularizer": null, |
139 }, | 140 "activity_regularizer": null, |
140 "kernel_regularizer": null, | 141 "kernel_constraint": null, |
141 "bias_regularizer": null, | 142 "bias_constraint": null |
142 "activity_regularizer": null, | 143 }, |
143 "kernel_constraint": null, | 144 "name": "dense", |
144 "bias_constraint": null | 145 "inbound_nodes": [ |
145 }, | 146 [ |
146 "inbound_nodes": [ | 147 [ |
147 [ | 148 "lstm", |
148 [ | 149 0, |
149 "lstm_1", | 150 0, |
150 0, | 151 {} |
151 0, | 152 ] |
152 {} | 153 ] |
153 ] | 154 ] |
154 ] | 155 }, |
155 ] | 156 { |
156 }, | |
157 { | |
158 "name": "aux_input", | |
159 "class_name": "InputLayer", | 157 "class_name": "InputLayer", |
160 "config": { | 158 "config": { |
161 "batch_input_shape": [ | 159 "batch_input_shape": [ |
162 null, | 160 null, |
163 5 | 161 5 |
164 ], | 162 ], |
165 "dtype": "float32", | 163 "dtype": "float32", |
166 "sparse": false, | 164 "sparse": false, |
165 "ragged": false, | |
167 "name": "aux_input" | 166 "name": "aux_input" |
168 }, | 167 }, |
168 "name": "aux_input", | |
169 "inbound_nodes": [] | 169 "inbound_nodes": [] |
170 }, | 170 }, |
171 { | 171 { |
172 "name": "concatenate_1", | |
173 "class_name": "Concatenate", | 172 "class_name": "Concatenate", |
174 "config": { | 173 "config": { |
175 "name": "concatenate_1", | 174 "name": "concatenate", |
176 "trainable": true, | 175 "trainable": true, |
177 "dtype": "float32", | 176 "dtype": "float32", |
178 "axis": -1 | 177 "axis": -1 |
179 }, | 178 }, |
180 "inbound_nodes": [ | 179 "name": "concatenate", |
181 [ | 180 "inbound_nodes": [ |
182 [ | 181 [ |
183 "dense_1", | 182 [ |
183 "dense", | |
184 0, | 184 0, |
185 0, | 185 0, |
186 {} | 186 {} |
187 ], | 187 ], |
188 [ | 188 [ |
193 ] | 193 ] |
194 ] | 194 ] |
195 ] | 195 ] |
196 }, | 196 }, |
197 { | 197 { |
198 "name": "dense_2", | 198 "class_name": "Dense", |
199 "class_name": "Dense", | 199 "config": { |
200 "config": { | 200 "name": "dense_1", |
201 "name": "dense_2", | |
202 "trainable": true, | 201 "trainable": true, |
203 "dtype": "float32", | 202 "dtype": "float32", |
204 "units": 64, | 203 "units": 64, |
205 "activation": "relu", | 204 "activation": "relu", |
206 "use_bias": true, | 205 "use_bias": true, |
207 "kernel_initializer": { | 206 "kernel_initializer": { |
208 "class_name": "VarianceScaling", | 207 "class_name": "GlorotUniform", |
209 "config": { | 208 "config": { |
210 "scale": 1.0, | 209 "seed": null |
211 "mode": "fan_avg", | 210 } |
212 "distribution": "uniform", | 211 }, |
213 "seed": null | 212 "bias_initializer": { |
214 } | 213 "class_name": "Zeros", |
215 }, | 214 "config": {} |
216 "bias_initializer": { | 215 }, |
217 "class_name": "Zeros", | 216 "kernel_regularizer": null, |
218 "config": {} | 217 "bias_regularizer": null, |
219 }, | 218 "activity_regularizer": null, |
220 "kernel_regularizer": null, | 219 "kernel_constraint": null, |
221 "bias_regularizer": null, | 220 "bias_constraint": null |
222 "activity_regularizer": null, | 221 }, |
223 "kernel_constraint": null, | 222 "name": "dense_1", |
224 "bias_constraint": null | 223 "inbound_nodes": [ |
225 }, | 224 [ |
226 "inbound_nodes": [ | 225 [ |
227 [ | 226 "concatenate", |
228 [ | 227 0, |
229 "concatenate_1", | 228 0, |
230 0, | 229 {} |
231 0, | 230 ] |
232 {} | 231 ] |
233 ] | 232 ] |
234 ] | 233 }, |
235 ] | 234 { |
236 }, | 235 "class_name": "Dense", |
237 { | 236 "config": { |
238 "name": "dense_3", | 237 "name": "dense_2", |
239 "class_name": "Dense", | |
240 "config": { | |
241 "name": "dense_3", | |
242 "trainable": true, | 238 "trainable": true, |
243 "dtype": "float32", | 239 "dtype": "float32", |
244 "units": 64, | 240 "units": 64, |
245 "activation": "relu", | 241 "activation": "relu", |
246 "use_bias": true, | 242 "use_bias": true, |
247 "kernel_initializer": { | 243 "kernel_initializer": { |
248 "class_name": "VarianceScaling", | 244 "class_name": "GlorotUniform", |
249 "config": { | 245 "config": { |
250 "scale": 1.0, | 246 "seed": null |
251 "mode": "fan_avg", | 247 } |
252 "distribution": "uniform", | 248 }, |
253 "seed": null | 249 "bias_initializer": { |
254 } | 250 "class_name": "Zeros", |
255 }, | 251 "config": {} |
256 "bias_initializer": { | 252 }, |
257 "class_name": "Zeros", | 253 "kernel_regularizer": null, |
258 "config": {} | 254 "bias_regularizer": null, |
259 }, | 255 "activity_regularizer": null, |
260 "kernel_regularizer": null, | 256 "kernel_constraint": null, |
261 "bias_regularizer": null, | 257 "bias_constraint": null |
262 "activity_regularizer": null, | 258 }, |
263 "kernel_constraint": null, | 259 "name": "dense_2", |
264 "bias_constraint": null | 260 "inbound_nodes": [ |
265 }, | 261 [ |
266 "inbound_nodes": [ | 262 [ |
267 [ | 263 "dense_1", |
268 [ | 264 0, |
269 "dense_2", | 265 0, |
270 0, | 266 {} |
271 0, | 267 ] |
272 {} | 268 ] |
273 ] | 269 ] |
274 ] | 270 }, |
275 ] | 271 { |
276 }, | 272 "class_name": "Dense", |
277 { | 273 "config": { |
278 "name": "dense_4", | 274 "name": "dense_3", |
279 "class_name": "Dense", | |
280 "config": { | |
281 "name": "dense_4", | |
282 "trainable": true, | 275 "trainable": true, |
283 "dtype": "float32", | 276 "dtype": "float32", |
284 "units": 64, | 277 "units": 64, |
285 "activation": "relu", | 278 "activation": "relu", |
286 "use_bias": true, | 279 "use_bias": true, |
287 "kernel_initializer": { | 280 "kernel_initializer": { |
288 "class_name": "VarianceScaling", | 281 "class_name": "GlorotUniform", |
289 "config": { | 282 "config": { |
290 "scale": 1.0, | 283 "seed": null |
291 "mode": "fan_avg", | 284 } |
292 "distribution": "uniform", | 285 }, |
293 "seed": null | 286 "bias_initializer": { |
294 } | 287 "class_name": "Zeros", |
295 }, | 288 "config": {} |
296 "bias_initializer": { | 289 }, |
297 "class_name": "Zeros", | 290 "kernel_regularizer": null, |
298 "config": {} | 291 "bias_regularizer": null, |
299 }, | 292 "activity_regularizer": null, |
300 "kernel_regularizer": null, | 293 "kernel_constraint": null, |
301 "bias_regularizer": null, | 294 "bias_constraint": null |
302 "activity_regularizer": null, | 295 }, |
303 "kernel_constraint": null, | 296 "name": "dense_3", |
304 "bias_constraint": null | 297 "inbound_nodes": [ |
305 }, | 298 [ |
306 "inbound_nodes": [ | 299 [ |
307 [ | 300 "dense_2", |
308 [ | 301 0, |
309 "dense_3", | 302 0, |
310 0, | 303 {} |
311 0, | 304 ] |
312 {} | 305 ] |
313 ] | 306 ] |
314 ] | 307 }, |
315 ] | 308 { |
316 }, | 309 "class_name": "Dense", |
317 { | 310 "config": { |
318 "name": "dense_5", | 311 "name": "dense_4", |
319 "class_name": "Dense", | |
320 "config": { | |
321 "name": "dense_5", | |
322 "trainable": true, | 312 "trainable": true, |
323 "dtype": "float32", | 313 "dtype": "float32", |
324 "units": 1, | 314 "units": 1, |
325 "activation": "sigmoid", | 315 "activation": "sigmoid", |
326 "use_bias": true, | 316 "use_bias": true, |
327 "kernel_initializer": { | 317 "kernel_initializer": { |
328 "class_name": "VarianceScaling", | 318 "class_name": "GlorotUniform", |
329 "config": { | 319 "config": { |
330 "scale": 1.0, | 320 "seed": null |
331 "mode": "fan_avg", | 321 } |
332 "distribution": "uniform", | 322 }, |
333 "seed": null | 323 "bias_initializer": { |
334 } | 324 "class_name": "Zeros", |
335 }, | 325 "config": {} |
336 "bias_initializer": { | 326 }, |
337 "class_name": "Zeros", | 327 "kernel_regularizer": null, |
338 "config": {} | 328 "bias_regularizer": null, |
339 }, | 329 "activity_regularizer": null, |
340 "kernel_regularizer": null, | 330 "kernel_constraint": null, |
341 "bias_regularizer": null, | 331 "bias_constraint": null |
342 "activity_regularizer": null, | 332 }, |
343 "kernel_constraint": null, | 333 "name": "dense_4", |
344 "bias_constraint": null | 334 "inbound_nodes": [ |
345 }, | 335 [ |
346 "inbound_nodes": [ | 336 [ |
347 [ | 337 "dense_3", |
348 [ | |
349 "dense_4", | |
350 0, | 338 0, |
351 0, | 339 0, |
352 {} | 340 {} |
353 ] | 341 ] |
354 ] | 342 ] |
367 0 | 355 0 |
368 ] | 356 ] |
369 ], | 357 ], |
370 "output_layers": [ | 358 "output_layers": [ |
371 [ | 359 [ |
372 "dense_1", | 360 "dense", |
373 0, | 361 0, |
374 0 | 362 0 |
375 ], | 363 ], |
376 [ | 364 [ |
377 "dense_5", | 365 "dense_4", |
378 0, | 366 0, |
379 0 | 367 0 |
380 ] | 368 ] |
381 ] | 369 ] |
382 }, | 370 }, |
383 "keras_version": "2.3.1", | 371 "keras_version": "2.10.0", |
384 "backend": "tensorflow" | 372 "backend": "tensorflow" |
385 } | 373 } |