Many resources are needed to download a project. Please understand that we have to compensate our server costs. Thank you in advance. Project price only 1 $
You can buy this project and download/modify it how often you want.
/*
*
* * 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.api.ops;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.api.ndarray.LinearViewNDArray;
/**
* Base op. An op involves iterating over 2 buffers (x,y) up to n elements
* and applying a transform or accumulating a result.
*
* @author Adam Gibson
*/
public abstract class BaseOp implements Op {
protected INDArray x, y, z;
protected int n;
protected int numProcessed;
protected Object[] extraArgs;
protected boolean passThrough;
public BaseOp() {
}
@Override
public boolean isPassThrough() {
return passThrough;
}
@Override
public void setX(INDArray x) {
if(x == null)
throw new IllegalArgumentException("X must not be null");
this.x = x;
numProcessed = 0;
this.n = x.length();
}
@Override
public void setZ(INDArray z) {
if(z == null)
throw new IllegalArgumentException("Z must not be null");
this.z = z;
numProcessed = 0;
this.n = z.length();
}
@Override
public void setY(INDArray y) {
if(y == null)
throw new IllegalArgumentException("Y must not be null");
this.y = y;
numProcessed = 0;
this.n = y.length();
}
/**
* Specify an alternative result array
*
* @param x the input
* @param z the output array
*/
public BaseOp(INDArray x, INDArray z) {
this(x, z, x.length());
}
/**
* Specify an alternative output array
*
* @param x the input
* @param z the output
* @param n the number of elements to iterate on
*/
public BaseOp(INDArray x, INDArray z, int n) {
this(x, null, z, n);
}
public BaseOp(INDArray x, INDArray y, INDArray z, int n) {
ensureProperVectors(x,y,z);
this.n = n;
init(x, y, z, n);
}
protected void ensureProperVectors(INDArray x,INDArray y,INDArray z) {
this.x = x;
if(x.offset() > 0 && !(x instanceof LinearViewNDArray) && x.length() < x.data().length()) {
this.x = x.linearView();
}
this.y = y;
if(y != null && y.offset() > 0 && !(y instanceof LinearViewNDArray) && y.majorStride() > y.elementStride()) {
this.y = y.linearView();
}
this.z = z;
if(z.offset() > 0 && !(x instanceof LinearViewNDArray) && z.majorStride() > z.elementStride()) {
this.z = z.linearView();
}
}
/**
* An op for one ndarray
*
* @param x the ndarray
*/
public BaseOp(INDArray x) {
this(x, null, x, x.length());
}
@Override
public Object[] extraArgs() {
return extraArgs;
}
@Override
public INDArray x() {
return x;
}
@Override
public INDArray y() {
return y;
}
@Override
public INDArray z() {
return z;
}
@Override
public int n() {
return n;
}
@Override
public void init(INDArray x, INDArray y, INDArray z, int n) {
}
@Override
public int numProcessed() {
return numProcessed;
}
@Override
public String toString() {
return name();
}
@Override
public void exec() {
//no-op
}
@Override
public void exec(int... dimensions) {
//no-op
}
}