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115 lines (99 loc) · 2.8 KB
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package fasttext;
import java.io.IOException;
import java.io.InputStream;
import java.io.OutputStream;
import org.apache.commons.math3.distribution.UniformRealDistribution;
import org.apache.commons.math3.random.Well19937c;
import org.apache.log4j.Logger;
import com.google.common.base.Preconditions;
public class Matrix {
private static Logger logger = Logger.getLogger(Matrix.class);
public float[][] data_ = null;
public int m_ = 0; // vocabSize
public int n_ = 0; // layer1Size
public Matrix() {
}
public Matrix(int m, int n) {
m_ = m;
n_ = n;
data_ = new float[m][n];
}
public Matrix(final Matrix other) {
m_ = other.m_;
n_ = other.n_;
data_ = new float[m_][n_];
for (int i = 0; i < m_; i++) {
for (int j = 0; j < n_; j++) {
data_[i][j] = other.data_[i][j];
}
}
}
public void zero() {
for (int i = 0; i < m_; i++) {
for (int j = 0; j < n_; j++) {
data_[i][j] = 0.0f;
}
}
}
public void uniform(float a) {
UniformRealDistribution urd = new UniformRealDistribution(new Well19937c(1), -a, a);
for (int i = 0; i < m_; i++) {
for (int j = 0; j < n_; j++) {
data_[i][j] = (float) urd.sample();
}
}
}
public void addRow(final Vector vec, int i, float a) {
Preconditions.checkArgument(i >= 0);
Preconditions.checkArgument(i < m_);
Preconditions.checkArgument(vec.m_ == n_);
for (int j = 0; j < n_; j++) {
data_[i][j] += a * vec.data_[j];
}
}
public float dotRow(final Vector vec, int i) {
Preconditions.checkArgument(i >= 0);
Preconditions.checkArgument(i < m_);
Preconditions.checkArgument(vec.m_ == n_);
float d = 0.0f;
for (int j = 0; j < n_; j++) {
d += data_[i][j] * vec.data_[j];
}
return d;
}
public void load(InputStream input) throws IOException {
m_ = (int) IOUtil.readLong(input);
n_ = (int) IOUtil.readLong(input);
data_ = new float[m_][n_];
for (int i = 0; i < m_; i++) {
for (int j = 0; j < n_; j++) {
data_[i][j] = IOUtil.readFloat(input);
}
}
if (logger.isDebugEnabled()) {
logger.debug("Matrix loal m_: " + m_);
logger.debug("Matrix loal n_: " + n_);
StringBuilder strBuilder = new StringBuilder("line1:");
for (int j = 0; j < n_; j++) {
strBuilder.append(" ").append(data_[0][j]);
}
logger.debug(strBuilder.toString());
}
}
public void save(OutputStream ofs) throws IOException {
ofs.write(IOUtil.longToByteArray(m_));
ofs.write(IOUtil.longToByteArray(n_));
for (int i = 0; i < m_; i++) {
for (int j = 0; j < n_; j++) {
ofs.write(IOUtil.floatToByteArray(data_[i][j]));
}
}
}
// Matrix& Matrix::operator=(const Matrix& other) {
// Matrix temp(other);
// m_ = temp.m_;
// n_ = temp.n_;
// std::swap(data_, temp.data_);
// return *this;
// }
}