org.nd4j.linalg.jcublas.buffer.CudaDoubleDataBuffer Maven / Gradle / Ivy
/*
*
* * Copyright 2015 Skymind,Inc.
* *
* * Licensed under the Apache License, Version 2.0 (the "License");
* * you may not use this file except in compliance with the License.
* * You may obtain a copy of the License at
* *
* * http://www.apache.org/licenses/LICENSE-2.0
* *
* * Unless required by applicable law or agreed to in writing, software
* * distributed under the License is distributed on an "AS IS" BASIS,
* * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* * See the License for the specific language governing permissions and
* * limitations under the License.
*
*
*/
package org.nd4j.linalg.jcublas.buffer;
import java.nio.ByteOrder;
import io.netty.buffer.ByteBuf;
import io.netty.buffer.Unpooled;
import jcuda.Pointer;
import jcuda.Sizeof;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.util.ArrayUtil;
/**
* Cuda double buffer
*
* @author Adam Gibson
*/
public class CudaDoubleDataBuffer extends BaseCudaDataBuffer {
/**
* Base constructor
*
* @param length the length of the buffer
*/
public CudaDoubleDataBuffer(int length) {
super(length, Sizeof.DOUBLE);
}
/**
* Instantiate based on the given data
*
* @param data the data to instantiate with
*/
public CudaDoubleDataBuffer(double[] data) {
this(data.length);
setData(data);
}
public CudaDoubleDataBuffer(float[] data) {
super(data);
}
public CudaDoubleDataBuffer(int[] data) {
super(data);
}
public CudaDoubleDataBuffer(ByteBuf buf, int length) {
super(buf, length);
}
@Override
public void assign(int[] indices, float[] data, boolean contiguous, int inc) {
modified.set(true);
if (indices.length != data.length)
throw new IllegalArgumentException("Indices and data length must be the same");
if (indices.length > length())
throw new IllegalArgumentException("More elements than space to assign. This buffer is of length " + length() + " where the indices are of length " + data.length);
if (contiguous) {
int offset = indices[0];
Pointer p = Pointer.to(data);
set(offset, data.length, p, inc);
} else
throw new UnsupportedOperationException("Non contiguous is not supported");
}
@Override
public void assign(int[] indices, double[] data, boolean contiguous, int inc) {
if (indices.length != data.length)
throw new IllegalArgumentException("Indices and data length must be the same");
if (indices.length > length())
throw new IllegalArgumentException("More elements than space to assign. This buffer is of length " + length() + " where the indices are of length " + data.length);
if (contiguous) {
int offset = indices[0];
Pointer p = Pointer.to(data);
set(offset, data.length, p, inc);
} else
throw new UnsupportedOperationException("Non contiguous is not supported");
}
@Override
protected DataBuffer create(int length) {
return new CudaDoubleDataBuffer(length);
}
@Override
public void setData(int[] data) {
setData(ArrayUtil.toDoubles(data));
}
@Override
public void setData(float[] data) {
setData(ArrayUtil.toDoubles(data));
}
@Override
public DataBuffer.Type dataType() {
return DataBuffer.Type.DOUBLE;
}
@Override
public DataBuffer create(double[] data) {
return new CudaDoubleDataBuffer(data);
}
@Override
public DataBuffer create(float[] data) {
return new CudaDoubleDataBuffer(data);
}
@Override
public DataBuffer create(int[] data) {
return new CudaDoubleDataBuffer(data);
}
@Override
public DataBuffer create(ByteBuf buf, int length) {
return new CudaDoubleDataBuffer(buf,length);
}
private void writeObject(java.io.ObjectOutputStream stream)
throws java.io.IOException {
stream.defaultWriteObject();
if (getHostPointer() == null) {
stream.writeInt(0);
} else {
double[] arr = this.asDouble();
stream.writeInt(arr.length);
for (int i = 0; i < arr.length; i++) {
stream.writeDouble(arr[i]);
}
}
}
private void readObject(java.io.ObjectInputStream stream)
throws java.io.IOException, ClassNotFoundException {
stream.defaultReadObject();
int n = stream.readInt();
double[] arr = new double[n];
for (int i = 0; i < n; i++) {
arr[i] = stream.readDouble();
}
this.length = n;
this.elementSize = Sizeof.DOUBLE;
dataBuffer = Unpooled.directBuffer(length());
dataBuffer.order(ByteOrder.nativeOrder());
setData(arr);
}
}
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