CpuNDArrayFactory has 97 methods (exceeds 20 allowed). Consider refactoring.

Open

@Slf4j
public class CpuNDArrayFactory extends BaseNativeNDArrayFactory {

    protected ThreadLocal<PointerPointer> extrazA = new ThreadLocal<>();
    protected ThreadLocal<PointerPointer> extrazB = new ThreadLocal<>();

Method getOutputs has a Cognitive Complexity of 92 (exceeds 5 allowed). Consider refactoring.

Open

    @Override
    public ExecutionResult getOutputs(Pair<SameDiffOp, OpContext> opPair, FrameIter outputFrameIter, Set<VarId> opInputs, Set<VarId> allIterInputs,
                                      Set<String> constAndPhInputs, List<Listener> listeners, At at, MultiDataSet batch, Set<String> allReqVariables, Map<String, SDValue> otherPlaceHolders) {
        //Get outputs from InferenceSession
        ExecutionResult out = super.getOutputs(opPair, outputFrameIter, opInputs, allIterInputs, constAndPhInputs, listeners, at, batch, allReqVariables, otherPlaceHolders);

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DataBuffer has 96 methods (exceeds 20 allowed). Consider refactoring.

Open

public interface DataBuffer extends Serializable, AutoCloseable, Deallocatable {
    enum TypeEx {

    }

Method mapFlatPropertiesToFunctionProperties has a Cognitive Complexity of 91 (exceeds 5 allowed). Consider refactoring.

Open

    public static Map<String, Object> mapFlatPropertiesToFunctionProperties(Iterable<FlatProperties> list) {
        Map<String, Object> out = new HashMap<>();
        for (FlatProperties p : list) {

            String name = p.name();

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Method convertWritablesSequence has a Cognitive Complexity of 91 (exceeds 5 allowed). Consider refactoring.

Open

    private Pair<INDArray, INDArray> convertWritablesSequence(List<List<List<Writable>>> list, int minValues,
                    int maxTSLength, SubsetDetails details, int[] longestSequence, long rngSeed) {
        if (maxTSLength == -1)
            maxTSLength = list.get(0).size();
        INDArray arr;

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Method init has a Cognitive Complexity of 91 (exceeds 5 allowed). Consider refactoring.

Open

    public void init(INDArray parameters, boolean cloneParametersArray) {
        if (initCalled)
            return;

        DataType netDtype = getConfiguration().getDataType();

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JCublasNDArrayFactory has 95 methods (exceeds 20 allowed). Consider refactoring.

Open

@Slf4j
public class JCublasNDArrayFactory extends BaseNativeNDArrayFactory {


    public JCublasNDArrayFactory() { }

Method checkGradients has a Cognitive Complexity of 90 (exceeds 5 allowed). Consider refactoring.

Open

    public static boolean checkGradients(MLNConfig c) {

        //Basic sanity checks on input:
        if (c.epsilon <= 0.0 || c.epsilon > 0.1)
            throw new IllegalArgumentException("Invalid epsilon: expect epsilon in range (0,0.1], usually 1e-4 or so");

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Method outputOfLayerDetached has a Cognitive Complexity of 90 (exceeds 5 allowed). Consider refactoring.

Open

    protected INDArray outputOfLayerDetached(boolean train, @NonNull FwdPassType fwdPassType, int layerIndex, @NonNull INDArray input,
                                             INDArray featureMask, INDArray labelsMask, MemoryWorkspace outputWorkspace){
        setInput(input);
        setLayerMaskArrays(featureMask, labelsMask);

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File Configuration.java has 767 lines of code (exceeds 250 allowed). Consider refactoring.

Open

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

File CudaDataBufferFactory.java has 763 lines of code (exceeds 250 allowed). Consider refactoring.

Open

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

Method createGradFunction has 355 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    public void createGradFunction(final String... variablesRequiringGradients) {
        if(this.sameDiffFunctionInstances.containsKey(GRAD_FN_KEY))
            sameDiffFunctionInstances.remove(GRAD_FN_KEY);
        List<String> lossInferred = bestGuessLossVariables();
        //Check for external errors function

File NativeOps.java has 758 lines of code (exceeds 250 allowed). Consider refactoring.

Open

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

File DefaultOpExecutioner.java has 758 lines of code (exceeds 250 allowed). Consider refactoring.

Open

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

Method markSatisfied has a Cognitive Complexity of 88 (exceeds 5 allowed). Consider refactoring.

Open

    public void markSatisfied(@NonNull D x, boolean satisfied) {

        if (satisfied) {
            boolean alreadySatisfied = satisfiedDependencies.contains(x);

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Method checkActivationGradients has a Cognitive Complexity of 88 (exceeds 5 allowed). Consider refactoring.

Open

    public static boolean checkActivationGradients(ActGradConfig config){
        SameDiff sd = config.getSd();
        List<String> actGrads = config.getActivationGradsToCheck();
        double maxRelError = config.getMaxRelError();
        double minAbsError = config.getMinAbsError();

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Method fromJson has a Cognitive Complexity of 88 (exceeds 5 allowed). Consider refactoring.

Open

    public static MultiLayerConfiguration fromJson(String json) {
        MultiLayerConfiguration conf;
        ObjectMapper mapper = NeuralNetConfiguration.mapper();
        try {
            conf = mapper.readValue(json, MultiLayerConfiguration.class);

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Function ChartLine has a Cognitive Complexity of 88 (exceeds 5 allowed). Consider refactoring.

Open

var ChartLine = (function (_super) {
    __extends(ChartLine, _super);
    function ChartLine(jsonStr) {
        var _this = _super.call(this, ComponentType.ChartLine, jsonStr) || this;
        _this.render = function (appendToObject) {

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File ArrowConverter.java has 751 lines of code (exceeds 250 allowed). Consider refactoring.

Open

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

BaseCudaDataBuffer has 91 methods (exceeds 20 allowed). Consider refactoring.

Open

public abstract class BaseCudaDataBuffer extends BaseDataBuffer implements JCudaBuffer, Deallocatable {

    @Getter
    protected transient volatile AllocationPoint allocationPoint;
    public final static long BASE_CUDA_DATA_BUFFER_OFFSET = RandomUtils.nextLong();