Package org.gd.spark.opendl.downpourSGD.TiedWeightLayer

Examples of org.gd.spark.opendl.downpourSGD.TiedWeightLayer.RBM.reconstruct()

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            DownpourSGDTrain.train(rbm, trainList, config);
           
            double[] reconstruct_x = new double[x_feature];
            double totalError = 0;
            for(SampleVector test : testList) {
              rbm.reconstruct(test.getX(), reconstruct_x);
              totalError += ClassVerify.squaredError(test.getX(), reconstruct_x);
            }
            logger.info("Mean square error is " + totalError / testList.size());
    } catch(Throwable e) {
      logger.error("", e);
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            DownpourSGDTrain.train(rbm, rdds, config);
           
            double[] reconstruct_x = new double[x_feature];
            double totalError = 0;
            for(SampleVector test : testList) {
              rbm.reconstruct(test.getX(), reconstruct_x);
              totalError += ClassVerify.squaredError(test.getX(), reconstruct_x);
            }
            logger.info("Mean square error is " + totalError / testList.size());
    } catch(Throwable e) {
      logger.error("", e);
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