Examples of fullyConnected()

Examples of com.github.neuralnetworks.architecture.ConnectionFactory.fullyConnected()

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      rbm.getProperties().setParameter(Constants.CONNECTION_FACTORY, cf);

      rbm.addConnections(cf.fullyConnected(result.getOutputLayer(), new Layer(), layers[i - 1], layers[i]));

      if (addBias) {
    rbm.addConnections(cf.fullyConnected(new Layer(), rbm.getVisibleLayer(), 1, layers[i - 1]));
    rbm.addConnections(cf.fullyConnected(new Layer(), rbm.getHiddenLayer(), 1, layers[i]));
      }

      result.addNeuralNetwork(rbm);
  }
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Examples of com.github.neuralnetworks.architecture.ConnectionFactory.fullyConnected()

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      rbm.addConnections(cf.fullyConnected(result.getOutputLayer(), new Layer(), layers[i - 1], layers[i]));

      if (addBias) {
    rbm.addConnections(cf.fullyConnected(new Layer(), rbm.getVisibleLayer(), 1, layers[i - 1]));
    rbm.addConnections(cf.fullyConnected(new Layer(), rbm.getHiddenLayer(), 1, layers[i]));
      }

      result.addNeuralNetwork(rbm);
  }
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Examples of com.github.neuralnetworks.architecture.ConnectionFactory.fullyConnected()

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    @Test
    public void testConnectionFactory() {
  Environment.getInstance().setUseWeightsSharedMemory(true);
  ConnectionFactory f = new ConnectionFactory();
  FullyConnected fc1 = f.fullyConnected(null, null, 2, 3);
  FullyConnected fc2 = f.fullyConnected(null, null, 5, 2);

  assertTrue(fc1.getWeights().getElements() == fc2.getWeights().getElements());
  assertEquals(16, fc1.getWeights().getElements().length, 0);
  assertEquals(0, fc1.getWeights().getStartOffset(), 0);
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Examples of com.github.neuralnetworks.architecture.ConnectionFactory.fullyConnected()

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    @Test
    public void testConnectionFactory() {
  Environment.getInstance().setUseWeightsSharedMemory(true);
  ConnectionFactory f = new ConnectionFactory();
  FullyConnected fc1 = f.fullyConnected(null, null, 2, 3);
  FullyConnected fc2 = f.fullyConnected(null, null, 5, 2);

  assertTrue(fc1.getWeights().getElements() == fc2.getWeights().getElements());
  assertEquals(16, fc1.getWeights().getElements().length, 0);
  assertEquals(0, fc1.getWeights().getStartOffset(), 0);
  assertEquals(3, fc1.getWeights().getRows(), 0);
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