org.nd4j.imports.tensorflow.TFImportStatus 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.
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* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
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* * SPDX-License-Identifier: Apache-2.0
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package org.nd4j.imports.tensorflow;
import lombok.AllArgsConstructor;
import lombok.Data;
import lombok.NonNull;
import java.util.*;
@AllArgsConstructor
@Data
public class TFImportStatus {
/** The paths of the model(s) that have been investigated */
private final List modelPaths;
/** The paths of the models that can't be imported, because they have 1 or more missing ops */
private final List cantImportModelPaths;
/** The paths of the models that can't be read for some reason (corruption, etc?) */
private final List readErrorModelPaths;
/** The total number of ops in all graphs */
private final int totalNumOps;
/** The number of unique ops in all graphs */
private final int numUniqueOps;
/** The (unique) names of all ops encountered in all graphs */
private final Set opNames;
/** The number of times each operation was observed in all graphs */
private final Map opCounts;
/** The (unique) names of all ops that were encountered, and can be imported, in all graphs */
private final Set importSupportedOpNames;
/** The (unique) names of all ops that were encountered, and can NOT be imported (lacking import mapping) */
private final Set unsupportedOpNames;
private final Map> unsupportedOpModels;
public TFImportStatus merge(@NonNull TFImportStatus other){
List newModelPaths = new ArrayList<>(modelPaths);
newModelPaths.addAll(other.modelPaths);
List newCantImportModelPaths = new ArrayList<>(cantImportModelPaths);
newCantImportModelPaths.addAll(other.cantImportModelPaths);
List newReadErrorModelPaths = new ArrayList<>(readErrorModelPaths);
newReadErrorModelPaths.addAll(other.readErrorModelPaths);
Set newOpNames = new HashSet<>(opNames);
newOpNames.addAll(other.opNames);
Map newOpCounts = new HashMap<>(opCounts);
for(Map.Entry e : other.opCounts.entrySet()){
newOpCounts.put(e.getKey(), (newOpCounts.containsKey(e.getKey()) ? newOpCounts.get(e.getKey()) : 0) + e.getValue());
}
Set newImportSupportedOpNames = new HashSet<>(importSupportedOpNames);
newImportSupportedOpNames.addAll(other.importSupportedOpNames);
Set newUnsupportedOpNames = new HashSet<>(unsupportedOpNames);
newUnsupportedOpNames.addAll(other.unsupportedOpNames);
int countUnique = newImportSupportedOpNames.size() + newUnsupportedOpNames.size();
Map> newUnsupportedOpModels = new HashMap<>();
if(unsupportedOpModels != null)
newUnsupportedOpModels.putAll(unsupportedOpModels);
if(other.unsupportedOpModels != null){
for(Map.Entry> e : other.unsupportedOpModels.entrySet()){
if(!newUnsupportedOpModels.containsKey(e.getKey())){
newUnsupportedOpModels.put(e.getKey(), e.getValue());
} else {
newUnsupportedOpModels.get(e.getKey()).addAll(e.getValue());
}
}
}
return new TFImportStatus(
newModelPaths,
newCantImportModelPaths,
newReadErrorModelPaths,
totalNumOps + other.totalNumOps,
countUnique,
newOpNames,
newOpCounts,
newImportSupportedOpNames,
newUnsupportedOpNames,
newUnsupportedOpModels);
}
}