Method getOutputsHelperTensorArrayOps has a Cognitive Complexity of 158 (exceeds 5 allowed). Consider refactoring.

Open

    public ExecutionResult getOutputsHelperTensorArrayOps(DifferentialFunction op, FrameIter outputFrameIter, Set<VarId> opInputs, Set<VarId> allIterInputs, Map<String, SDValue> otherPlaceHolders) {
        /*
        TODO: TensorArray memory management note: For now, we'll close any INDArrays stored in the TensorArray at the end of
        graph execution. This uses more memory than necessary for an earlier close strategy, but simplifies memory management.
        This should be revisited and optimized later

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FlatNode has 160 methods (exceeds 20 allowed). Consider refactoring.

Open

@SuppressWarnings("unused")
public final class FlatNode extends Table {
  public static void ValidateVersion() { Constants.FLATBUFFERS_1_12_0(); }
  public static FlatNode getRootAsFlatNode(ByteBuffer _bb) { return getRootAsFlatNode(_bb, new FlatNode()); }
  public static FlatNode getRootAsFlatNode(ByteBuffer _bb, FlatNode obj) { _bb.order(ByteOrder.LITTLE_ENDIAN); return (obj.__assign(_bb.getInt(_bb.position()) + _bb.position(), _bb)); }

SDVariable has 157 methods (exceeds 20 allowed). Consider refactoring.

Open

@Data
@NoArgsConstructor
@Slf4j
public class SDVariable implements Serializable {

Method getOutputs has a Cognitive Complexity of 152 (exceeds 5 allowed). Consider refactoring.

Open

    @Override
    public ExecutionResult getOutputs(Pair<SameDiffOp, OpContext> opPair,
                                      FrameIter outputFrameIter,
                                      Set<VarId> opInputs,
                                      Set<VarId> allIterInputs,

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File InferenceSession.java has 1172 lines of code (exceeds 250 allowed). Consider refactoring.

Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the

Method fitHelper has a Cognitive Complexity of 148 (exceeds 5 allowed). Consider refactoring.

Open

    protected synchronized History fitHelper(@NonNull MultiDataSetIterator iter, int numEpochs, boolean incrementEpochCount,
                                             MultiDataSetIterator validationData, int validationFrequency, @NonNull List<Listener> listeners) {
        Preconditions.checkNotNull(iter, "Iterator must not be null");
        Preconditions.checkState(numEpochs > 0, "Number of training epochs must be a positive number. Got: %s", numEpochs);
        Preconditions.checkState(trainingConfig != null, "No training configuration has been set. A training configuration must " +

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StaticInfoEncoder has 152 methods (exceeds 20 allowed). Consider refactoring.

Open

@javax.annotation.Generated(value = {"org.deeplearning4j.ui.stats.sbe.StaticInfoEncoder"})
@SuppressWarnings("all")
public class StaticInfoEncoder {
    public static final int BLOCK_LENGTH = 40;
    public static final int TEMPLATE_ID = 1;

File Evaluation.java has 1132 lines of code (exceeds 250 allowed). Consider refactoring.

Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the

Method fit has a Cognitive Complexity of 141 (exceeds 5 allowed). Consider refactoring.

Open

    protected EarlyStoppingResult<T> fit(boolean pretrain) {
        esConfig.validate();
        log.info("Starting early stopping training");
        if (esConfig.getScoreCalculator() == null)
            log.warn("No score calculator provided for early stopping. Score will be reported as 0.0 to epoch termination conditions");

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Method encode has a Cognitive Complexity of 139 (exceeds 5 allowed). Consider refactoring.

Open

    @Override
    public void encode(MutableDirectBuffer buffer) {
        MessageHeaderEncoder enc = new MessageHeaderEncoder();
        UpdateEncoder ue = new UpdateEncoder();

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Method importWeights has a Cognitive Complexity of 137 (exceeds 5 allowed). Consider refactoring.

Open

    public static void importWeights(Hdf5Archive weightsArchive, String weightsRoot, Map<String, KerasLayer> layers,
                                     int kerasVersion, String backend)
            throws InvalidKerasConfigurationException, UnsupportedKerasConfigurationException {
        // check to ensure naming scheme doesn't include forward slash
        boolean includesSlash = false;

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Builder has 141 methods (exceeds 20 allowed). Consider refactoring.

Open

    public static final class Builder extends
        org.nd4j.shade.protobuf.GeneratedMessageV3.Builder<Builder> implements
        // @@protoc_insertion_point(builder_implements:org.nd4j.ir.TensorProto)
        org.nd4j.ir.TensorNamespace.TensorProtoOrBuilder {
      public static final org.nd4j.shade.protobuf.Descriptors.Descriptor

Method getOverviewDataForSession has a Cognitive Complexity of 130 (exceeds 5 allowed). Consider refactoring.

Open

    private synchronized void getOverviewDataForSession(String sessionId, RoutingContext rc) {
        Long lastUpdateTime = getLastUpdateTime(sessionId);
        I18N i18N = getI18N(sessionId);

        //First pass (optimize later): query all data...

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Method importGraph has 527 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    /**
     * Import a Graph based on a {@link IRGraph} model from a GraphDef, with optional import overrides
     *
     * @param irGraph       IRGraph reflecting the needed model import
     * @param importOverride Optional import override for specific ops, keyed by op name

CudaDataBufferFactory has 133 methods (exceeds 20 allowed). Consider refactoring.

Open

@Slf4j
public class CudaDataBufferFactory implements DataBufferFactory {
    protected DataBuffer.AllocationMode allocationMode;

    @Override

DefaultDataBufferFactory has 131 methods (exceeds 20 allowed). Consider refactoring.

Open

public class DefaultDataBufferFactory implements DataBufferFactory {
    protected DataBuffer.AllocationMode allocationMode;


    @Override

DataBufferFactory has 131 methods (exceeds 20 allowed). Consider refactoring.

Open

public interface DataBufferFactory {

    /**
     * Setter for the allocation mode
     * @param allocationMode

Method fillNDArray has a Cognitive Complexity of 126 (exceeds 5 allowed). Consider refactoring.

Open

    protected void fillNDArray(Mat image, INDArray ret) {
        long rows = image.rows();
        long cols = image.cols();
        long channels = image.channels();

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File JCublasNDArrayFactory.java has 1012 lines of code (exceeds 250 allowed). Consider refactoring.

Open

/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the

BaseDataBuffer has 129 methods (exceeds 20 allowed). Consider refactoring.

Open

@Slf4j
public abstract class BaseDataBuffer implements DataBuffer {

    /**
     * @deprecated Use {@link ND4JSystemProperties#DATABUFFER_TO_STRING_MAX_ELEMENTS}