org.nd4j.linalg.api.buffer.factory.DataBufferFactory Maven / Gradle / Ivy
The newest version!
/*
* ******************************************************************************
* *
* *
* * 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.buffer.factory;
import org.bytedeco.javacpp.DoublePointer;
import org.bytedeco.javacpp.FloatPointer;
import org.bytedeco.javacpp.IntPointer;
import org.bytedeco.javacpp.Pointer;
import org.bytedeco.javacpp.indexer.Indexer;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.api.buffer.DataType;
import org.nd4j.linalg.api.memory.MemoryWorkspace;
import java.nio.ByteBuffer;
public interface DataBufferFactory {
/**
* Setter for the allocation mode
* @param allocationMode
*/
void setAllocationMode(DataBuffer.AllocationMode allocationMode);
/**
* Allocation mode for the data buffer
* @return
*/
DataBuffer.AllocationMode allocationMode();
/**
* Create a databuffer wrapping another one
* this allows you to create a view of a buffer
* with a different offset and length
* backed by the same storage
* @param underlyingBuffer the underlying buffer to get the storage from
* @param offset the offset to view the data as
* @param length the length of the buffer
* @return the databuffer as a view
*/
DataBuffer create(DataBuffer underlyingBuffer, long offset, long length);
/**
* Creates a DataBuffer from java.nio.ByteBuffer
* @param underlyingBuffer
* @param offset
* @param length
* @return
*/
DataBuffer create(ByteBuffer underlyingBuffer, DataType type, long length, long offset);
/**
* Create a double data buffer
*
* @return the new data buffer
*/
DataBuffer createDouble(long offset, int length);
/**
* This method will create new DataBuffer of the same dataType & same length
* @param buffer
* @return
*/
DataBuffer createSame(DataBuffer buffer, boolean init);
/**
* This method will create new DataBuffer of the same dataType & same length
* @param buffer
* @return
*/
DataBuffer createSame(DataBuffer buffer, boolean init, MemoryWorkspace workspace);
/**
* Create a float data buffer
*
* @param length the length of the buffer
* @return the new data buffer
*/
DataBuffer createFloat(long offset, int length);
/**
* Create an int data buffer
*
* @param length the length of the data buffer
* @return the create data buffer
*/
DataBuffer createInt(long offset, int length);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(long offset, int[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(long offset, int[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(long offset, int[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(long offset, double[] data);
DataBuffer createDouble(long offset, double[] data, MemoryWorkspace workspace);
/**
* Create a double buffer
* @param data
* @param length
* @return
*/
DataBuffer createDouble(long offset, byte[] data, int length);
/**
* Create a double buffer
* @param data
* @param length
* @return
*/
DataBuffer createFloat(long offset, byte[] data, int length);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(long offset, double[] data);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(long offset, double[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(long offset, float[] data);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(long offset, float[] data);
DataBuffer createFloat(long offset, float[] data, MemoryWorkspace workspace);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(long offset, float[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(long offset, int[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(long offset, int[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(long offset, int[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(long offset, double[] data, boolean copy);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(long offset, double[] data, boolean copy);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(long offset, double[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(long offset, float[] data, boolean copy);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(long offset, float[] data, boolean copy);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(long offset, float[] data, boolean copy);
/**
* Create a double data buffer
*
* @return the new data buffer
*/
DataBuffer createDouble(long length);
/**
* Create a double data buffer, with optional initialization
*
* @param initialize If true: initialize the buffer. If false: don't initialize.
*
* @return the new data buffer
*/
DataBuffer createDouble(long length, boolean initialize);
DataBuffer createDouble(long length, boolean initialize, MemoryWorkspace workspace);
/**
* Create a float data buffer
*
* @param length the length of the buffer
* @return the new data buffer
*/
DataBuffer createFloat(long length);
/**
* Create a float data buffer, with optional initialization
*
* @param length the length of the buffer
* @param initialize If true: initialize the buffer. If false: don't initialize.
* @return the new data buffer
*/
DataBuffer createFloat(long length, boolean initialize);
DataBuffer createFloat(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer create(DataType dataType, long length, boolean initialize);
DataBuffer create(DataType dataType, long length, boolean initialize, MemoryWorkspace workspace);
/**
* Create an int data buffer
*
* @param length the length of the data buffer
* @return the create data buffer
*/
DataBuffer createInt(long length);
DataBuffer createBFloat16(long length);
DataBuffer createByte(long length);
DataBuffer createShort(long length);
DataBuffer createBool(long length);
DataBuffer createUShort(long length);
DataBuffer createUInt(long length);
DataBuffer createUByte(long length);
DataBuffer createULong(long length);
DataBuffer createBFloat16(long length, boolean initialize);
DataBuffer createByte(long length, boolean initialize);
DataBuffer createShort(long length, boolean initialize);
DataBuffer createBool(long length, boolean initialize);
DataBuffer createUShort(long length, boolean initialize);
DataBuffer createUInt(long length, boolean initialize);
DataBuffer createUByte(long length, boolean initialize);
DataBuffer createULong(long length, boolean initialize);
DataBuffer createBFloat16(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createByte(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createShort(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createBool(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createUShort(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createUInt(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createUByte(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createULong(long length, boolean initialize, MemoryWorkspace workspace);
/**
* Create an int data buffer, with optional initialization
*
* @param length the length of the data buffer
* @param initialize If true: initialize the buffer. If false: don't initialize.
* @return the create data buffer
*/
DataBuffer createInt(long length, boolean initialize);
DataBuffer createInt(long length, boolean initialize, MemoryWorkspace workspace);
DataBuffer createLong(long[] data);
DataBuffer createLong(long[] data, boolean copy);
DataBuffer createLong(long length);
/**
* Create an int data buffer, with optional initialization
*
* @param length the length of the data buffer
* @param initialize If true: initialize the buffer. If false: don't initialize.
* @return the create data buffer
*/
DataBuffer createLong(long length, boolean initialize);
DataBuffer createLong(long[] data, MemoryWorkspace workspace);
DataBuffer createLong(long length, boolean initialize, MemoryWorkspace workspace);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(int[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(int[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(int[] data);
DataBuffer createInt(int[] data, MemoryWorkspace workspace);
DataBuffer createInt(int[] data, boolean copy, MemoryWorkspace workspace);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(double[] data);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(double[] data);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(double[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(float[] data);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(float[] data);
DataBuffer createFloat(float[] data, MemoryWorkspace workspace);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(float[] data);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(int[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(int[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(int[] data, boolean copy);
/**
* Creates a long data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createLong(int[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(long[] data, boolean copy);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(long[] data, boolean copy);
/**
* Creates a int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(long[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(double[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(double[] data, MemoryWorkspace workspace);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(double[] data, boolean copy, MemoryWorkspace workspace);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(double[] data, boolean copy);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(double[] data, boolean copy);
/**
* Creates a double data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createDouble(float[] data, boolean copy);
/**
* Creates a float data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createFloat(float[] data, boolean copy);
DataBuffer createFloat(float[] data, boolean copy, MemoryWorkspace workspace);
/**
* Creates an int data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createInt(float[] data, boolean copy);
/**
* Create a data buffer based on the
* given pointer, data buffer opType,
* and length of the buffer
* @param pointer the pointer to use
* @param type the opType of buffer
* @param length the length of the buffer
* @param indexer
* @return the data buffer
* backed by this pointer with the given
* opType and length.
*/
DataBuffer create(Pointer pointer, DataType type, long length, Indexer indexer);
DataBuffer create(Pointer pointer, Pointer specialPointer, DataType type, long length, Indexer indexer);
/**
*
* @param doublePointer
* @param length
* @return
*/
DataBuffer create(DoublePointer doublePointer, long length);
/**
*
* @param intPointer
* @param length
* @return
*/
DataBuffer create(IntPointer intPointer, long length);
/**
*
* @param floatPointer
* @param length
* @return
*/
DataBuffer create(FloatPointer floatPointer, long length);
/**
* Creates half-precision data buffer
*
* @param length length of new data buffer
* @return
*/
DataBuffer createHalf(long length);
/**
* Creates half-precision data buffer
*
* @param length length of new data buffer
* @param initialize true if memset should be used on allocated memory, false otherwise
* @return
*/
DataBuffer createHalf(long length, boolean initialize);
DataBuffer createHalf(long length, boolean initialize, MemoryWorkspace workspace);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(float[] data, boolean copy);
DataBuffer createHalf(float[] data, MemoryWorkspace workspace);
DataBuffer createHalf(float[] data, boolean copy, MemoryWorkspace workspace);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(double[] data, boolean copy);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(long offset, double[] data, boolean copy);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(long offset, float[] data, boolean copy);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(long offset, int[] data, boolean copy);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(long offset, double[] data);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(long offset, float[] data);
DataBuffer createHalf(long offset, float[] data, MemoryWorkspace workspace);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(long offset, int[] data);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(long offset, byte[] data, boolean copy);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(int[] data, boolean copy);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(float[] data);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(double[] data);
/**
* Creates a half-precision data buffer
*
* @param data the data to create the buffer from
* @return the new buffer
*/
DataBuffer createHalf(int[] data);
/**
* Creates a half-precision data buffer
*
* @return the new buffer
*/
DataBuffer createHalf(long offset, int length);
Class intBufferClass();
Class longBufferClass();
Class halfBufferClass();
Class floatBufferClass();
Class doubleBufferClass();
DataBuffer createUtf8Buffer(byte[] data, long product);
}