
org.nd4j.linalg.jcublas.JCublasBackend Maven / Gradle / Ivy
/*******************************************************************************
* Copyright (c) 2015-2018 Skymind, Inc.
*
* 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.
*
* 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.jcublas;
import org.bytedeco.javacpp.Loader;
import org.bytedeco.javacpp.cublas;
import org.bytedeco.javacpp.cuda;
import org.nd4j.linalg.factory.Nd4jBackend;
import org.nd4j.linalg.io.ClassPathResource;
import org.nd4j.linalg.io.Resource;
/**
*
*/
public class JCublasBackend extends Nd4jBackend {
private final static String LINALG_PROPS = "/nd4j-jcublas.properties";
@Override
public boolean isAvailable() {
try {
if (!canRun())
return false;
} catch (Throwable e) {
while (e.getCause() != null) {
e = e.getCause();
}
throw new RuntimeException(e);
}
return true;
}
@Override
public boolean canRun() {
int[] count = { 0 };
cuda.cudaGetDeviceCount(count);
if (count[0] <= 0) {
throw new RuntimeException("No CUDA devices were found in system");
}
Loader.load(cublas.class);
return true;
}
@Override
public boolean allowsOrder() {
return false;
}
@Override
public int getPriority() {
return BACKEND_PRIORITY_GPU;
}
@Override
public Resource getConfigurationResource() {
return new ClassPathResource(LINALG_PROPS, JCublasBackend.class.getClassLoader());
}
@Override
public Class getNDArrayClass() {
return JCublasNDArray.class;
}
}
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