Examples of multiplyVectorUnsafe()

Examples of org.apache.hama.commons.math.DoubleMatrix.multiplyVectorUnsafe()

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    if (inputLayer == 0) {
      weightMatrix = this.getEncodeWeightMatrix();
    } else {
      weightMatrix = this.getDecodeWeightMatrix();
    }
    DoubleVector vec = weightMatrix.multiplyVectorUnsafe(internalInstance);
    vec = vec.applyToElements(squashingFunction);
    return vec;
  }

  /**
 
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Examples of org.apache.hama.commons.math.DoubleMatrix.multiplyVectorUnsafe()

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   * @return
   */
  protected DoubleVector forward(int fromLayer, DoubleVector intermediateOutput) {
    DoubleMatrix weightMatrix = this.weightMatrixList.get(fromLayer);

    DoubleVector vec = weightMatrix.multiplyVectorUnsafe(intermediateOutput);
    vec = vec.applyToElements(this.squashingFunctionList.get(fromLayer));

    // add bias
    DoubleVector vecWithBias = new DenseDoubleVector(vec.getDimension() + 1);
    vecWithBias.set(0, 1);
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Examples of org.apache.hama.commons.math.DoubleMatrix.multiplyVectorUnsafe()

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   * @return a new vector with the result of the operation.
   */
  protected DoubleVector forward(int fromLayer, DoubleVector intermediateOutput) {
    DoubleMatrix weightMatrix = this.weightMatrixList.get(fromLayer);

    DoubleVector vec = weightMatrix.multiplyVectorUnsafe(intermediateOutput);
    vec = vec.applyToElements(this.squashingFunctionList.get(fromLayer));

    // add bias
    DoubleVector vecWithBias = new DenseDoubleVector(vec.getDimension() + 1);
    vecWithBias.set(0, 1);
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Examples of org.apache.hama.commons.math.DoubleMatrix.multiplyVectorUnsafe()

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    if (inputLayer == 0) {
      weightMatrix = this.getEncodeWeightMatrix();
    } else {
      weightMatrix = this.getDecodeWeightMatrix();
    }
    DoubleVector vec = weightMatrix.multiplyVectorUnsafe(internalInstance);
    vec = vec.applyToElements(squashingFunction);
    return vec;
  }

  /**
 
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Examples of org.apache.hama.ml.math.DoubleMatrix.multiplyVectorUnsafe()

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    if (inputLayer == 0) {
      weightMatrix = this.getEncodeWeightMatrix();
    } else {
      weightMatrix = this.getDecodeWeightMatrix();
    }
    DoubleVector vec = weightMatrix.multiplyVectorUnsafe(internalInstance);
    vec = vec.applyToElements(squashingFunction);
    return vec;
  }

  /**
 
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Examples of org.apache.hama.ml.math.DoubleMatrix.multiplyVectorUnsafe()

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   * @return
   */
  protected DoubleVector forward(int fromLayer, DoubleVector intermediateOutput) {
    DoubleMatrix weightMatrix = this.weightMatrixList.get(fromLayer);

    DoubleVector vec = weightMatrix.multiplyVectorUnsafe(intermediateOutput);
    vec = vec.applyToElements(this.squashingFunctionList.get(fromLayer));

    // add bias
    DoubleVector vecWithBias = new DenseDoubleVector(vec.getDimension() + 1);
    vecWithBias.set(0, 1);
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