org.nd4j.linalg.api.ndarray.BaseNDArrayProxy Maven / Gradle / Ivy
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/*
* ******************************************************************************
* *
* *
* * This program and the accompanying materials are made available under the
* * terms of the Apache License, Version 2.0 which is available at
* * https://www.apache.org/licenses/LICENSE-2.0.
* *
* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
* * 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.
* *
* * SPDX-License-Identifier: Apache-2.0
* *****************************************************************************
*/
package org.nd4j.linalg.api.ndarray;
import lombok.val;
import org.nd4j.linalg.api.buffer.BaseDataBuffer;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.factory.Nd4j;
import java.io.IOException;
import java.io.ObjectInputStream;
import java.io.ObjectOutputStream;
/**
* @author Susan Eraly
*/
public class BaseNDArrayProxy implements java.io.Serializable {
/**
* This is a proxy class so that ndarrays can be serialized and deserialized independent of the backend
* Be it cpu or gpu
*/
protected long[] arrayShape;
protected long length;
protected char arrayOrdering;
protected transient DataBuffer data;
public BaseNDArrayProxy(INDArray anInstance) {
if (anInstance.isView()) {
anInstance = anInstance.dup(anInstance.ordering());
}
anInstance.setCloseable(false);
this.arrayShape = anInstance.shape();
this.length = anInstance.length();
this.arrayOrdering = anInstance.ordering();
this.data = anInstance.data();
}
// READ DONE HERE - return an NDArray using the available backend
private Object readResolve() throws java.io.ObjectStreamException {
INDArray ret = Nd4j.create(data, arrayShape, Nd4j.getStrides(arrayShape, arrayOrdering), 0, arrayOrdering);
ret.setCloseable(false);
return ret;
}
private void readObject(ObjectInputStream s) throws IOException, ClassNotFoundException {
try {
//Should have array shape and ordering here
s.defaultReadObject();
//Need to call deser explicitly on data buffer
read(s);
} catch (Exception e) {
throw new RuntimeException(e);
}
}
//Custom deserialization for Java serialization
protected void read(ObjectInputStream s) throws IOException, ClassNotFoundException {
val header = BaseDataBuffer.readHeader(s);
data = Nd4j.createBuffer(header.getRight(), length, false);
data.read(s, header.getLeft(), header.getMiddle(), header.getRight());
}
// WRITE DONE HERE
private void writeObject(ObjectOutputStream out) throws IOException {
//takes care of everything but data buffer
out.defaultWriteObject();
write(out);
}
//Custom serialization for Java serialization
protected void write(ObjectOutputStream out) throws IOException {
data.write(out);
}
}