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/*
* Copyright 2024 Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance
* with the License. A copy of the License is located at
*
* http://aws.amazon.com/apache2.0/
*
* or in the "license" file accompanying this file. This file 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 ai.djl.engine.rust;
import ai.djl.BaseModel;
import ai.djl.Device;
import ai.djl.MalformedModelException;
import ai.djl.Model;
import ai.djl.ndarray.types.DataType;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.Map;
import java.util.concurrent.atomic.AtomicReference;
/** {@code RsModel} is the Rust implementation of {@link Model}. */
public class RsModel extends BaseModel {
private final AtomicReference handle;
/**
* Constructs a new Model on a given device.
*
* @param name the model name
* @param device the device the model should be located on
*/
RsModel(String name, Device device) {
super(name);
manager = RsNDManager.getSystemManager().newSubManager(device);
manager.setName("RsModel");
dataType = DataType.FLOAT16;
handle = new AtomicReference<>();
}
/** {@inheritDoc} */
@Override
public void load(Path modelPath, String prefix, Map options)
throws IOException, MalformedModelException {
if (Files.notExists(modelPath)) {
throw new FileNotFoundException(
"Model directory doesn't exist: " + modelPath.toAbsolutePath());
}
setModelDir(modelPath);
if (block == null) {
Device device = manager.getDevice();
handle.set(
RustLibrary.loadModel(
modelDir.toAbsolutePath().toString(),
dataType.ordinal(),
device.getDeviceType(),
device.getDeviceId()));
block = new RsSymbolBlock((RsNDManager) manager, handle.get());
} else {
loadBlock(prefix, options);
}
}
/** {@inheritDoc} */
@Override
public void close() {
Long pointer = handle.getAndSet(null);
if (pointer != null) {
RustLibrary.deleteModel(pointer);
}
super.close();
}
}
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