- Rbm: scale learningRate and weightDecay by minibtachsize
- after create: new Layer is selected git-svn-id: http://moon:8086/svn/software/trunk/projects/Rbm@653 b431acfa-c32f-4a4a-93f1-934dc6c82436
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@@ -521,9 +521,7 @@ void MainComponent::buttonClicked (Button* buttonThatWasClicked)
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}
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m_stack->addLayer(onConstruct("Layer", next_index, numVisX, numVisY, numHid));
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m_rbmSelect->addItem(String(next_index), next_index+1);
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m_rbmSelect->setSelectedId(1, sendNotification);
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// addTraining(arma::zeros(1, numVisX*numVisY));
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m_rbmSelect->setSelectedId(next_index+1, sendNotification);
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//[/UserButtonCode_createButton]
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}
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else if (buttonThatWasClicked == loadButton)
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+2
-2
@@ -85,8 +85,8 @@ void Rbm::train(const arma::mat& batch, IListener* pListener)
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arma::mat miniBatch = batch.rows(batchRowIndex, batchRowIndex+miniBatchSizeActual-1);
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trainingSizeRemain -= miniBatchSizeActual;
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batchRowIndex += miniBatchSizeActual;
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double learning_rate = m_params.learningRate/miniBatchSizeActual;
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double weight_decay = m_params.weightDecay/miniBatchSizeActual;
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double learning_rate = m_params.learningRate/m_params.miniBatchSize;
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double weight_decay = m_params.weightDecay/m_params.miniBatchSize;
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arma::mat vis_state(miniBatchSizeActual, m_w.n_rows);
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arma::mat vis_probs(miniBatchSizeActual, m_w.n_rows);
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