org.nd4j.autodiff.listeners.debugging.ControlflowListener Maven / Gradle / Ivy
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/*
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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.autodiff.listeners.debugging;
import org.nd4j.autodiff.listeners.At;
import org.nd4j.autodiff.listeners.BaseListener;
import org.nd4j.autodiff.listeners.Operation;
import org.nd4j.autodiff.samediff.SameDiff;
import org.nd4j.autodiff.samediff.internal.SameDiffOp;
import org.nd4j.common.primitives.Counter;
import org.nd4j.linalg.api.ndarray.INDArray;
import org.nd4j.linalg.api.ops.OpContext;
import org.nd4j.linalg.api.ops.impl.controlflow.compat.*;
import org.nd4j.linalg.dataset.api.MultiDataSet;
import java.util.ArrayList;
import java.util.List;
public class ControlflowListener extends BaseListener {
private Counter entersExecuted = new Counter<>();
private Counter exitsExecuted = new Counter<>();
private Counter mergesExecuted = new Counter<>();
private Counter nextIterationExecuted = new Counter<>();
private Counter switchesExecuted = new Counter<>();
private Counter loopCondExecuted = new Counter<>();
@Override
public boolean isActive(Operation operation) {
return true;
}
@Override
public void operationStart(SameDiff sd, Operation op) {
super.operationStart(sd, op);
}
@Override
public void operationEnd(SameDiff sd, Operation op) {
super.operationEnd(sd, op);
}
@Override
public void preOpExecution(SameDiff sd, At at, SameDiffOp op, OpContext opContext) {
super.preOpExecution(sd, at, op, opContext);
}
@Override
public void opExecution(SameDiff sd, At at, MultiDataSet batch, SameDiffOp op, OpContext opContext, INDArray[] outputs) {
super.opExecution(sd, at, batch, op, opContext, outputs);
if(op.getOp() instanceof Enter) {
entersExecuted.incrementCount(op.getName(),1.0);
} else if(op.getOp() instanceof Exit) {
exitsExecuted.incrementCount(op.getName(),1.0);
} else if(op.getOp() instanceof NextIteration) {
nextIterationExecuted.incrementCount(op.getName(),1.0);
} else if(op.getOp() instanceof Switch) {
switchesExecuted.incrementCount(op.getName(),1.0);
} else if(op.getOp() instanceof Merge) {
mergesExecuted.incrementCount(op.getName(),1.0);
} else if(op.getOp() instanceof LoopCond) {
loopCondExecuted.incrementCount(op.getName(),1.0);
}
}
}