org.nd4j.linalg.api.ops.impl.layers.recurrent.LSTMCell Maven / Gradle / Ivy
/*
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* * 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.
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* * SPDX-License-Identifier: Apache-2.0
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package org.nd4j.linalg.api.ops.impl.layers.recurrent;
import lombok.NoArgsConstructor;
import org.nd4j.autodiff.samediff.SameDiff;
import org.nd4j.linalg.api.ops.DynamicCustomOp;
import org.nd4j.linalg.api.ops.impl.layers.recurrent.config.LSTMCellConfiguration;
import java.util.Map;
@NoArgsConstructor
public class LSTMCell extends DynamicCustomOp {
private LSTMCellConfiguration configuration;
public LSTMCell(SameDiff sameDiff, LSTMCellConfiguration configuration) {
super(null, sameDiff, configuration.args());
this.configuration = configuration;
addIArgument(configuration.iArgs());
addTArgument(configuration.tArgs());
}
@Override
public Map propertiesForFunction() {
return configuration.toProperties();
}
@Override
public String opName() {
return "lstmCell";
}
@Override
public String onnxName() {
return "LSTM";
}
@Override
public String tensorflowName() {
return super.tensorflowName();
}
}