org.nd4j.linalg.jcublas.buffer.JCudaBuffer 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 com.google.common.collect.Table;
import jcuda.Pointer;
import org.apache.commons.lang3.tuple.Triple;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.jcublas.context.CudaContext;
import java.nio.Buffer;
import java.nio.ByteBuffer;
/**
* A Jcuda buffer
*
* @author Adam Gibson
*/
public interface JCudaBuffer extends DataBuffer {
/**
* Set the underlying host buffer, very fast method of copying on RAM side and not using cublas (SLOW)
* @param hostBuffer
*/
void setHostBuffer(ByteBuffer hostBuffer);
/**
* Get the underlying host bytebuffer
* @return
*/
Buffer getHostBuffer();
/**
* THe pointer for the buffer
*
* @return the pointer for this buffer
*/
Pointer getHostPointer();
/**
* Get the host pointer with the given offset
* note that this will automatically
* multiply the specified offset
* by the element size
* @param offset the offset (NOT MULTIPLIED BY ELEMENT SIZE) to index in to the pointer at
* @return the pointer at the given byte offset
*/
Pointer getHostPointer(int offset);
/**
* Get the device pointer with the given offset and stride
* @param arr the array to get the device pointer for
* @param stride the stride for the device pointer
* @param offset the offset for the device pointer
* @return the device pointer with the given
* offset and stride
* @param length the length of the pointer
*/
Pointer getDevicePointer(INDArray arr, int stride, int offset, int length);
/**
* Get the device pointer with the given offset and stride
* @param stride the stride for the device pointer
* @param offset the offset for the device pointer
* @return the device pointer with the given
* offset and stride
* @param length the length of the pointer
*/
Pointer getDevicePointer(int stride, int offset, int length);
/**
* Sets the data for this pointer
* from the data in this pointer
*
* @param pointer the pointer to set
*/
void set(Pointer pointer);
/**
* Frees the pointer
* @param offset the offset to free
* @param length the length to free
* @return true if the pointer was freed,
* false other wise
*/
boolean freeDevicePointer(int offset, int length);
/**
* Copy to the host synchronizing
* using the given context
* @param context the context to synchronize
* @param offset the offset to copy
* @param length the length to copy
* @param stride
*/
void copyToHost(CudaContext context, int offset, int length, int stride);
/**
* Copies the buffer to the host
* @param offset the offset for the buffer (one buffer may have multiple pointers
* @param length the length of the pointer (one buffer may have different lengths)
*/
void copyToHost(int offset, int length);
/**
* Pointer to context map.
* Contains the device pointer information
* mapping thread name to offset
* @return the pointer info containing allocated pointers
*/
Table, DevicePointerInfo> getPointersToContexts();
/**
* Returns true if the buffer has
* already been copied to the device
* @return true if the buffer
* has already been copied to the device
* false otherwise
*/
boolean copied(String name);
/**
* Returns true if the data for this
* thread name has already been copied
* @param name the name of the thread to
* check for whether it's been copied or not
*
*/
void setCopied(String name);
}
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