Mercurial > repos > bgruening > sklearn_train_test_eval

comparison test-data/keras05.json @ 15:2eb5c017958d draft

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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
author bgruening
date Wed, 09 Aug 2023 13:15:27 +0000
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14:4d1637cac794 15:2eb5c017958d
1 {
2 "class_name": "Sequential",
3 "config": {
4 "name": "sequential",
5 "layers": [
6 {
7 "class_name": "InputLayer",
8 "config": {
9 "batch_input_shape": [
10 null,
11 32,
12 32,
13 3
14 ],
15 "dtype": "float32",
16 "sparse": false,
17 "ragged": false,
18 "name": "conv2d_input"
19 }
20 },
21 {
22 "class_name": "Conv2D",
23 "config": {
24 "name": "conv2d",
25 "trainable": true,
26 "batch_input_shape": [
27 null,
28 32,
29 32,
30 3
31 ],
32 "dtype": "float32",
33 "filters": 32,
34 "kernel_size": [
35 3,
36 3
37 ],
38 "strides": [
39 1,
40 1
41 ],
42 "padding": "same",
43 "data_format": "channels_last",
44 "dilation_rate": [
45 1,
46 1
47 ],
48 "groups": 1,
49 "activation": "relu",
50 "use_bias": true,
51 "kernel_initializer": {
52 "class_name": "GlorotUniform",
53 "config": {
54 "seed": null
55 }
56 },
57 "bias_initializer": {
58 "class_name": "Zeros",
59 "config": {}
60 },
61 "kernel_regularizer": null,
62 "bias_regularizer": null,
63 "activity_regularizer": null,
64 "kernel_constraint": null,
65 "bias_constraint": null
66 }
67 },
68 {
69 "class_name": "MaxPooling2D",
70 "config": {
71 "name": "max_pooling2d",
72 "trainable": true,
73 "dtype": "float32",
74 "pool_size": [
75 2,
76 2
77 ],
78 "padding": "valid",
79 "strides": [
80 2,
81 2
82 ],
83 "data_format": "channels_last"
84 }
85 },
86 {
87 "class_name": "Dropout",
88 "config": {
89 "name": "dropout",
90 "trainable": true,
91 "dtype": "float32",
92 "rate": 0.25,
93 "noise_shape": null,
94 "seed": null
95 }
96 },
97 {
98 "class_name": "Conv2D",
99 "config": {
100 "name": "conv2d_1",
101 "trainable": true,
102 "dtype": "float32",
103 "filters": 64,
104 "kernel_size": [
105 3,
106 3
107 ],
108 "strides": [
109 1,
110 1
111 ],
112 "padding": "same",
113 "data_format": "channels_last",
114 "dilation_rate": [
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116 1
117 ],
118 "groups": 1,
119 "activation": "relu",
120 "use_bias": true,
121 "kernel_initializer": {
122 "class_name": "GlorotUniform",
123 "config": {
124 "seed": null
125 }
126 },
127 "bias_initializer": {
128 "class_name": "Zeros",
129 "config": {}
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131 "kernel_regularizer": null,
132 "bias_regularizer": null,
133 "activity_regularizer": null,
134 "kernel_constraint": null,
135 "bias_constraint": null
136 }
137 },
138 {
139 "class_name": "MaxPooling2D",
140 "config": {
141 "name": "max_pooling2d_1",
142 "trainable": true,
143 "dtype": "float32",
144 "pool_size": [
145 2,
146 2
147 ],
148 "padding": "valid",
149 "strides": [
150 2,
151 2
152 ],
153 "data_format": "channels_last"
154 }
155 },
156 {
157 "class_name": "Dropout",
158 "config": {
159 "name": "dropout_1",
160 "trainable": true,
161 "dtype": "float32",
162 "rate": 0.25,
163 "noise_shape": null,
164 "seed": null
165 }
166 },
167 {
168 "class_name": "Flatten",
169 "config": {
170 "name": "flatten",
171 "trainable": true,
172 "dtype": "float32",
173 "data_format": "channels_last"
174 }
175 },
176 {
177 "class_name": "Dense",
178 "config": {
179 "name": "dense",
180 "trainable": true,
181 "dtype": "float32",
182 "units": 512,
183 "activation": "relu",
184 "use_bias": true,
185 "kernel_initializer": {
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187 "config": {
188 "seed": null
189 }
190 },
191 "bias_initializer": {
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198 "kernel_constraint": null,
199 "bias_constraint": null
200 }
201 },
202 {
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207 "dtype": "float32",
208 "rate": 0.5,
209 "noise_shape": null,
210 "seed": null
211 }
212 },
213 {
214 "class_name": "Dense",
215 "config": {
216 "name": "dense_1",
217 "trainable": true,
218 "dtype": "float32",
219 "units": 10,
220 "activation": "softmax",
221 "use_bias": true,
222 "kernel_initializer": {
223 "class_name": "GlorotUniform",
224 "config": {
225 "seed": null
226 }
227 },
228 "bias_initializer": {
229 "class_name": "Zeros",
230 "config": {}
231 },
232 "kernel_regularizer": null,
233 "bias_regularizer": null,
234 "activity_regularizer": null,
235 "kernel_constraint": null,
236 "bias_constraint": null
237 }
238 }
239 ]
240 },
241 "keras_version": "2.10.0",
242 "backend": "tensorflow"
243 }