Examples of finetune()

Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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      recordsProcessed += batchSize;
*/     
      System.out.println( "FineTune: Batch Mode, Processed Total " + recordsProcessed + ", Elapsed Time " + watch.toString() );
     
     
      dbn.finetune( recordBatch.getSecond(), learningRate, fineTuneEpochs );

      dbn.preTrain( recordBatch.getFirst(), 1, learningRate, preTrainEpochs);
      dbn.finetune( recordBatch.getSecond(), learningRate, fineTuneEpochs );
     
      dbn.preTrain( recordBatch.getFirst(), 1, learningRate, preTrainEpochs);
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Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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      dbn.finetune( recordBatch.getSecond(), learningRate, fineTuneEpochs );

      dbn.preTrain( recordBatch.getFirst(), 1, learningRate, preTrainEpochs);
      dbn.finetune( recordBatch.getSecond(), learningRate, fineTuneEpochs );
     
      dbn.preTrain( recordBatch.getFirst(), 1, learningRate, preTrainEpochs);
      dbn.finetune( recordBatch.getSecond(), learningRate, fineTuneEpochs );
     
      /*     
 
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Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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      dbn.preTrain( recordBatch.getFirst(), 1, learningRate, preTrainEpochs);
      dbn.finetune( recordBatch.getSecond(), learningRate, fineTuneEpochs );
     
      dbn.preTrain( recordBatch.getFirst(), 1, learningRate, preTrainEpochs);
      dbn.finetune( recordBatch.getSecond(), learningRate, fineTuneEpochs );
     
      /*     
      if (fetcher.hasNext()) {
        first = fetcher.next();
      }
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Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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      recordsProcessed += batchSize;
     
      System.out.println( "FineTune: Batch Mode, Processed Total " + recordsProcessed );
     
     
      dbn.finetune( first.getSecond(), learningRate, fineTuneEpochs );
     
      if (fetcher.hasNext()) {
        first = fetcher.next();
      }
     
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Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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    dbn.preTrain(x_xor_Matrix,k, preTrainLr, preTrainEpochs);
   
   
   
    dbn.finetune(y_xor_Matrix,fineTuneLr, fineTuneEpochs);




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Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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    dbn.preTrain(x_toy_Matrix,k, preTrainLr, preTrainEpochs);
   
   
   
    dbn.finetune(y_toy_Matrix,fineTuneLr, fineTuneEpochs);




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Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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    DeepBeliefNetwork dbn = new DeepBeliefNetwork(nIns, hiddenLayerSizes, nOuts, hiddenLayerSizes.length, rng ); //, Matrix input, Matrix labels);

   
   
    dbn.preTrain(x_xor_Matrix,k, preTrainLr, preTrainEpochs);
    dbn.finetune(y_xor_Matrix,fineTuneLr, fineTuneEpochs);

   
   
   
    // save / write the model
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Examples of tv.floe.metronome.deeplearning.dbn.DeepBeliefNetwork.finetune()

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    DeepBeliefNetwork dbn = new DeepBeliefNetwork(nIns, hiddenLayerSizes, nOuts, hiddenLayerSizes.length, rng ); //, Matrix input, Matrix labels);

   
   
    dbn.preTrain( x_xor_Matrix,k, preTrainLr, preTrainEpochs );
    dbn.finetune( y_xor_Matrix,fineTuneLr, fineTuneEpochs );

   
   
   
    // save / write the model
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