org.nd4j.linalg.jcublas.buffer.CudaFloatDataBuffer 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.io.ByteArrayOutputStream;
import java.io.DataOutputStream;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.nio.ByteOrder;
import java.nio.FloatBuffer;
import jcuda.Pointer;
import jcuda.Sizeof;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.util.ArrayUtil;
/**
* Cuda float buffer
*
* @author Adam Gibson
*/
public class CudaFloatDataBuffer extends BaseCudaDataBuffer {
/**
* Base constructor
*
* @param length the length of the buffer
*/
public CudaFloatDataBuffer(int length) {
super(length, Sizeof.FLOAT);
}
public CudaFloatDataBuffer(float[] buffer) {
this(buffer.length);
setData(buffer);
}
@Override
public void assign(int[] indices, float[] 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("Only contiguous 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("Only contiguous supported");
}
@Override
public double[] getDoublesAt(int offset, int inc, int length) {
return ArrayUtil.toDoubles(getFloatsAt(offset, inc, length));
}
@Override
public float[] getFloatsAt(int offset, int inc, int length) {
if (offset + length > length())
length -= offset;
float[] ret = new float[length];
FloatBuffer buf = getFloatBuffer(offset);
for(int i = 0; i < length; i++) {
ret[i] = buf.get(i * inc);
}
return ret;
}
@Override
public void assign(Number value, int offset) {
int arrLength = length - offset;
float[] data = new float[arrLength];
FloatBuffer buf = getFloatBuffer(offset);
for (int i = 0; i < data.length; i++)
buf.put(i,value.floatValue());
}
@Override
public void setData(int[] data) {
setData(ArrayUtil.toFloats(data));
}
@Override
public void setData(float[] data) {
if (data.length != length)
throw new IllegalArgumentException("Unable to set vector, must be of length " + length() + " but found length " + data.length);
getFloatBuffer().put(data);
}
@Override
public void setData(double[] data) {
setData(ArrayUtil.toFloats(data));
}
@Override
public byte[] asBytes() {
float[] data = asFloat();
ByteArrayOutputStream bos = new ByteArrayOutputStream();
DataOutputStream dos = new DataOutputStream(bos);
for(int i = 0; i < data.length; i++)
try {
dos.writeFloat(data[i]);
} catch (IOException e) {
e.printStackTrace();
}
return bos.toByteArray();
}
@Override
public DataBuffer.Type dataType() {
return DataBuffer.Type.FLOAT;
}
@Override
public float[] asFloat() {
//ensureNotFreed();
float[] ret = new float[length()];
FloatBuffer buf = getFloatBuffer();
for(int i = 0; i < length(); i++) {
ret[i] = buf.get(i);
}
return ret;
}
@Override
public double[] asDouble() {
return ArrayUtil.toDoubles(asFloat());
}
@Override
public int[] asInt() {
return ArrayUtil.toInts(asFloat());
}
@Override
public double getDouble(int i) {
return getFloat(i);
}
@Override
public float getFloat(int i) {
return getFloatBuffer().get(i);
}
@Override
public Number getNumber(int i) {
return getFloat(i);
}
@Override
public void put(int i, float element) {
getFloatBuffer().put(i,element);
}
@Override
public void put(int i, double element) {
put(i, (float) element);
}
@Override
public void put(int i, int element) {
put(i, (float) element);
}
@Override
public int getInt(int ix) {
return (int) getFloat(ix);
}
@Override
public DataBuffer dup() {
CudaFloatDataBuffer buf = new CudaFloatDataBuffer(length());
copyTo(buf);
return buf;
}
@Override
public void flush() {
}
private void writeObject(java.io.ObjectOutputStream stream)
throws java.io.IOException {
stream.defaultWriteObject();
if (getHostPointer() == null) {
stream.writeInt(0);
} else {
float[] arr = this.asFloat();
stream.writeInt(arr.length);
for (int i = 0; i < arr.length; i++) {
stream.writeFloat(arr[i]);
}
}
}
private void readObject(java.io.ObjectInputStream stream)
throws java.io.IOException, ClassNotFoundException {
stream.defaultReadObject();
int n = stream.readInt();
float[] arr = new float[n];
for (int i = 0; i < n; i++) {
arr[i] = stream.readFloat();
}
this.length = n;
this.elementSize = Sizeof.FLOAT;
hostBuffer = ByteBuffer.allocate(length*elementSize);
hostBuffer.order(ByteOrder.nativeOrder());
hostPointer = Pointer.to(hostBuffer);
setData(arr);
}
}
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