Package com.github.neuralnetworks.training.rbm

Examples of com.github.neuralnetworks.training.rbm.AparapiCDTrainer.train()

49
50
51
52
53
54
55
56
57
58
59
  // log data
  t.addEventListener(new LogTrainingListener(Thread.currentThread().getStackTrace()[1].getMethodName(), true, false));

  // training
  t.train();

  // testing
  t.test();

  assertEquals(0, t.getOutputError().getTotalNetworkError(), 0);
View Full Code Here
90
91
92
93
94
95
96
97
98
99
100
  t.addEventListener(new LogTrainingListener(Thread.currentThread().getStackTrace()[1].getMethodName(), true, false));

  Environment.getInstance().setExecutionMode(EXECUTION_MODE.SEQ);

  // training
  t.train();

  // testing
  t.test();
 
  assertEquals(0, t.getOutputError().getTotalNetworkError(), 0);
View Full Code Here
219
220
221
222
223
224
225
226
227
228
229
  AparapiCDTrainer t = TrainerFactory.cdSigmoidTrainer(rbm, new SimpleInputProvider(new float[][] { { 1, 0, 1 } }, null, 1, 1), null, null, null, 1f, 0f, 0f, 0f, 1, true);
  t.setLayerCalculator(NNFactory.rbmSigmoidSigmoid(rbm));

  Environment.getInstance().setExecutionMode(EXECUTION_MODE.SEQ);

  t.train();

  assertEquals(0.52276707, cgb1.get(0, 0), 0.00001);
  assertEquals(- 0.54617375, cgb1.get(1, 0), 0.00001);
  assertEquals(0.51522285, cgb1.get(2, 0), 0.00001);
 
View Full Code Here
97
98
99
100
101
102
103
104
105
106
107
  // execution mode
  Environment.getInstance().setExecutionMode(EXECUTION_MODE.SEQ);

  // training
  t.train();

  // training
  t.test();

  // 2 of the iris classes are linearly not separable - an error of 1/3 illustrates that
View Full Code Here
81
82
83
84
85
86
87
88
89
90
91
  AparapiCDTrainer t = TrainerFactory.cdSigmoidTrainer(rbm, trainInputProvider, testInputProvider,  new MultipleNeuronsOutputError(), new NNRandomInitializer(new MersenneTwisterRandomInitializer(-0.01f, 0.01f)), 0.01f, 0.5f, 0f, 0f, 1, false);

  t.addEventListener(new LogTrainingListener(Thread.currentThread().getStackTrace()[1].getMethodName(), false, true));
  Environment.getInstance().setExecutionMode(EXECUTION_MODE.CPU);
  t.train();
  t.test();

  assertEquals(0, t.getOutputError().getTotalNetworkError(), 0.1);
    }
View Full Code Here
173
174
175
176
177
178
179
180
181
182
183
  // log data
  t.addEventListener(new LogTrainingListener(Thread.currentThread().getStackTrace()[1].getMethodName()));

  // training
  t.train();

  // training
  t.test();

  // 2 of the iris classes are linearly not separable - an error of 2/3 illustrates that
View Full Code Here
57
58
59
60
61
62
63
64
65
66
67
  // log data
  t.addEventListener(new LogTrainingListener(Thread.currentThread().getStackTrace()[1].getMethodName(), true, false));

  // training
  t.train();

  // testing
  t.test();

  assertEquals(0, t.getOutputError().getTotalNetworkError(), 0);
View Full Code Here
98
99
100
101
102
103
104
105
106
107
108
  // log data
  t.addEventListener(new LogTrainingListener(Thread.currentThread().getStackTrace()[1].getMethodName(), true, false));

  // training
  t.train();

  // testing
  t.test();
 
  assertEquals(0, t.getOutputError().getTotalNetworkError(), 0);
View Full Code Here
251
252
253
254
255
256
257
258
259
260
261
  cgb2.set(-0.4f, 0, 0);
  cgb2.set(0.2f, 1, 0);

  AparapiCDTrainer t = TrainerFactory.cdSigmoidTrainer(rbm, new SimpleInputProvider(new float[][] { { 1, 0, 1 } }, null), null, null, null, 1f, 0f, 0f, 0f, 1, 1, 1, true);

  t.train();

  assertEquals(0.52276707, cgb1.get(0, 0), 0.00001);
  assertEquals(- 0.54617375, cgb1.get(1, 0), 0.00001);
  assertEquals(0.51522285, cgb1.get(2, 0), 0.00001);
 
View Full Code Here
294
295
296
297
298
299
300
301
302
303
304
  cgb2.set(-0.4f, 0, 0);
  cgb2.set(0.2f, 1, 0);

  AparapiCDTrainer t = TrainerFactory.cdSigmoidTrainer(rbm, new SimpleInputProvider(new float[][] { { 1, 0, 1 }, { 1, 1, 0 } }, null), null, null, null, 1f, 0f, 0f, 0f, 1, 1, 1, false);

  t.train();

  assertEquals(0.86090606, cgb1.get(0, 0), 0.00001);
  assertEquals(0.089616358, cgb1.get(1, 0), 0.00001);
  assertEquals(-0.11872697, cgb1.get(2, 0), 0.00001);
View Full Code Here
TOP
Copyright © 2018 www.massapi.com. All rights reserved.
All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.