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Core Neural Networks Framework
/*
* Copyright (c) 2019 by Andrew Charneski.
*
* The author licenses this file to you 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 com.simiacryptus.mindseye.lang;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
import java.util.Arrays;
/**
* A data structure to represent an index/coordinate/tuple for referencing elements in a Tensor. It contains both the
* physical (1-d) and logical (N-d) indicies of the element.
*/
public final class Coordinate {
/**
* The Coords.
*/
protected int[] coords;
/**
* The Index.
*/
protected int index;
/**
* Instantiates a new Coordinate.
*/
public Coordinate() {
this(-1, null);
}
/**
* Instantiates a new Coordinate.
*
* @param index the index
* @param coords the coords
*/
public Coordinate(final int index, final int[] coords) {
super();
this.index = index;
this.coords = coords;
}
/**
* Add int [ ].
*
* @param a the a
* @param b the b
* @return the int [ ]
*/
@Nonnull
public static int[] add(@Nonnull final int[] a, @Nonnull final int[] b) {
@Nonnull final int[] r = new int[Math.max(a.length, b.length)];
for (int i = 0; i < r.length; i++) {
r[i] = (a.length <= i ? 0 : a[i]) + (b.length <= i ? 0 : b[i]);
}
return r;
}
/**
* Transpose coordinates int.
*
* @param rows the rows
* @param cols the cols
* @param index the index
* @return the int
*/
public static int transposeXY(int rows, int cols, int index) {
final int filterBandX = index % rows;
final int filterBandY = (index - filterBandX) / rows;
assert index == filterBandY * rows + filterBandX;
return filterBandX * cols + filterBandY;
}
@Override
public boolean equals(@Nullable final Object obj) {
if (this == obj) {
return true;
}
if (obj == null) {
return false;
}
if (getClass() != obj.getClass()) {
return false;
}
return index == ((Coordinate) obj).index;
}
/**
* The Coords.
*
* @return the int [ ]
*/
public int[] getCoords() {
return coords;
}
/**
* Sets coords.
*
* @param coords the coords
* @return the coords
*/
@Nonnull
Coordinate setCoords(final int[] coords) {
this.coords = coords;
return this;
}
/**
* The Index.
*
* @return the index
*/
public int getIndex() {
return index;
}
/**
* Sets index.
*
* @param index the index
* @return the index
*/
@Nonnull
Coordinate setIndex(final int index) {
this.index = index;
return this;
}
@Override
public int hashCode() {
return Integer.hashCode(index) ^ Arrays.hashCode(coords);
}
@Override
public String toString() {
return Arrays.toString(coords) + "<" + index + ">";
}
/**
* Copy coordinate.
*
* @return the coordinate
*/
public Coordinate copy() {
return new Coordinate(index, Arrays.copyOf(coords, coords.length));
}
}
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