
org.nd4j.linalg.jcublas.SimpleJCublas 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;
import jcuda.driver.JCudaDriver;
import jcuda.jcublas.JCublas2;
import jcuda.runtime.JCuda;
import jcuda.runtime.cudaDeviceProp;
import org.nd4j.linalg.api.buffer.DataBuffer;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.jcublas.buffer.JCudaBuffer;
import org.nd4j.linalg.jcublas.kernel.KernelFunctionLoader;
/**
* Simple abstraction for jcublas operations
*
* @author mjk
* @author Adam Gibson
*/
public class SimpleJCublas {
private static boolean init = false;
static {
try {
init();
} catch (Exception e) {
throw new RuntimeException(e);
}
}
/**
* Assert that the data buffer for each ndarray
* is a cuda buffer
* @param buffer the arrays to tests
*/
public static void assertCudaBuffer(INDArray... buffer) throws Exception {
for (INDArray b1 : buffer)
if (!(b1.data() instanceof JCudaBuffer))
throw new IllegalArgumentException("Unable to allocate pointer for buffer of type " + buffer.getClass().toString());
}
/**
* Assert that the data buffer for each ndarray
* is a cuda buffer
* @param buffer the arrays to tests
*/
public static void assertCudaBuffer(DataBuffer... buffer) throws Exception {
for (DataBuffer b1 : buffer)
if (!(b1 instanceof JCudaBuffer))
throw new IllegalArgumentException("Unable to allocate pointer for buffer of type " + buffer.getClass().toString());
}
/**
* Initialize JCublas2. Only called once
*/
public static synchronized void init() throws Exception {
if (init)
return;
init = true;
}
}
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