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Utils

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Utils

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abstractnn

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utils

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abstractnn

nn

optim

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optim

optim

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nn ops loaders

nn

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loadmodel

loadmodel

loadmodel

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ops loaders

ops loaders

DataConverter

Utils

dataset

augmentation

ops loaders

ops

ops

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framework

autoencoder

loaders

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tf

SReLU

SReLU

QuantizedTensorUnsupported TensorMath TensorNumeric NumericDouble NumericFloat NumericInt NumericLong NumericShort UndefinedTensorNumeric

ModuleSerializer

nn

Graph

Add BatchNormalization BiRecurrent Bilinear Bottle CAdd CMul Cell Concat ConcatTable Cosine DynamicGraph Euclidean Linear LocallyConnected1D LocallyConnected2D LookupTable LookupTableSparse MapTable Maxout Mul MultiRNNCell NormalizeScale PReLU ParallelTable Recurrent RecurrentDecoder SReLU Sequential SparseLinear SpatialBatchNormalization SpatialConvolution SpatialConvolutionMap SpatialDilatedConvolution SpatialFullConvolution SpatialSeperableConvolution SpatialShareConvolution StaticGraph TemporalConvolution TimeDistributed VolumetricConvolution VolumetricFullConvolution AbstractModule ControlOps Operation Variable Adapter

LocallyConnected2D SpatialConvolution

L1L2Regularizer Regularizer

ConvLSTMPeephole GRU LSTM

PythonBigDL

BiRecurrent Container Graph MapTable MultiCriterion ParallelCriterion Recurrent RecurrentDecoder Metrics CompressedTensor FP16SplitsCompressedTensor DenseTensorMath QuantizedTensorUnsupported TensorMath TensorNumeric NumericDouble NumericFloat UndefinedTensorNumeric Node Table Tensorflow

Linear

TensorTree

Summary

Tensorflow

Summary

QuantizedTensorUnsupported Tensor

Cell

Graph

QuantizedTensorUnsupported TensorMath TensorNumeric NumericDouble NumericFloat UndefinedTensorNumeric

QuantizedTensorUnsupported TensorMath TensorNumeric NumericDouble NumericFloat UndefinedTensorNumeric

DenseTensorMath QuantizedTensorUnsupported SparseTensorMath TensorMath

DenseTensorMath QuantizedTensorUnsupported SparseTensorMath TensorMath

DenseTensorMath QuantizedTensorUnsupported TensorMath

SpatialFullConvolution VolumetricFullConvolution

VolumetricFullConvolution

SpatialFullConvolution VolumetricFullConvolution

BatchMatMul

BatchMatMul

BatchNormParams BatchNormalization

AllReduceParameter

ResizeBilinear

Activity

Tensor

ELU SpatialCrossMapLRN SpatialWithinChannelLRN

Lighting

intel

TextClassifier

Anchor

TensorNumeric NumericBoolean UndefinedTensorNumeric

org

python bigdl

MergeControlNode

ArraySample ChainedTransformer Identity MiniBatch Sample SampleToBatch SampleToMiniBatch SparseMiniBatch TensorSample Transformer BGRImgCropper BGRImgNormalizer BGRImgPixelNormalizer BGRImgRdmCropper BGRImgToBatch BGRImgToImageVector BGRImgToLocalSeqFile BGRImgToSample BytesToBGRImg BytesToGreyImg ColorJitter GreyImgCropper GreyImgNormalizer GreyImgToBatch GreyImgToSample HFlip Lighting LocalImgReader LocalImgReaderWithName LocalResizeImgReader LocalResizeImgWithName LocalScaleImgReader LocalScaleImgWithName LocalSeqFileToBytes MTLabeledBGRImgToBatch Dictionary LabeledSentenceToSample SentenceBiPadding SentenceSplitter SentenceTokenizer TextToLabeledSentence RowToByteRecords PTBModel AlexNet AlexNetPreprocessor AlexNet_OWT InceptionPreprocessor ResNetPreprocessor TreeLSTMSentiment Autoencoder toAutoencoderBatch ImageNet2012 ImageNet2012Val Inception_Layer_v1 Inception_Layer_v2 Inception_v1 Inception_v1_NoAuxClassifier Inception_v2 Inception_v2_NoAuxClassifier LeNet5 Convolution ResNet SequencePreprocess SimpleRNN ModelBroadcast VggForCifar10 Vgg_16 Vgg_19 Abs AbsCriterion ActivityRegularization Add AddConstant Anchor BCECriterion BatchNormalization BiRecurrent BifurcateSplitTable Bilinear BinaryThreshold BinaryTreeLSTM Bottle CAdd CAddTable CAveTable CDivTable CMaxTable CMinTable CMul CMulTable CSubTable CategoricalCrossEntropy Clamp ClassNLLCriterion ClassSimplexCriterion Concat ConcatTable Container Contiguous ConvLSTMPeephole ConvLSTMPeephole3D Cosine CosineDistance CosineDistanceCriterion CosineEmbeddingCriterion CosineProximityCriterion Cropping2D Cropping3D CrossEntropyCriterion DenseToSparse DetectionOutputFrcnn DetectionOutputSSD DiceCoefficientCriterion DistKLDivCriterion DotProduct Dropout ELU Echo Euclidean Exp FlattenTable GRU GaussianCriterion GaussianDropout GaussianNoise GaussianSampler GradientReversal Graph HardShrink HardSigmoid HardTanh Highway HingeEmbeddingCriterion Identity Index InferReshape Input JoinTable KLDCriterion KullbackLeiblerDivergenceCriterion L1Cost L1HingeEmbeddingCriterion L1Penalty LSTM LSTMPeephole LeakyReLU Linear LocallyConnected1D LocallyConnected2D Log LogSigmoid LogSoftMax LookupTable LookupTableSparse MM MSECriterion MV MapTable MarginCriterion MarginRankingCriterion MaskedSelect Masking Max Maxout Mean MeanAbsolutePercentageCriterion MeanSquaredLogarithmicCriterion Min MixtureTable Mul MulConstant MultiCriterion MultiLabelMarginCriterion MultiLabelSoftMarginCriterion MultiMarginCriterion MultiRNNCell Narrow NarrowTable Negative Normalize NormalizeScale PReLU Pack Padding PairwiseDistance ParallelCriterion ParallelTable PoissonCriterion Power PriorBox Proposal RReLU ReLU ReLU6 Recurrent RecurrentDecoder Replicate Reshape ResizeBilinear Reverse RnnCell RoiPooling SReLU Scale Select SelectTable Sequential Sigmoid SmoothL1Criterion SmoothL1CriterionWithWeights SoftMarginCriterion SoftMax SoftMin SoftPlus SoftShrink SoftSign SoftmaxWithCriterion SparseJoinTable SparseLinear SpatialAveragePooling SpatialBatchNormalization SpatialContrastiveNormalization SpatialConvolution SpatialConvolutionMap SpatialCrossMapLRN SpatialDilatedConvolution SpatialDivisiveNormalization SpatialDropout1D SpatialDropout2D SpatialDropout3D SpatialFullConvolution SpatialMaxPooling SpatialSeperableConvolution SpatialShareConvolution SpatialSubtractiveNormalization SpatialWithinChannelLRN SpatialZeroPadding SplitTable Sqrt Square Squeeze Sum Tanh TanhShrink TemporalConvolution TemporalMaxPooling Threshold Tile TimeDistributed TimeDistributedCriterion Transpose Unsqueeze UpSampling1D UpSampling2D UpSampling3D View VolumetricAveragePooling VolumetricConvolution VolumetricFullConvolution VolumetricMaxPooling AbstractModule DataFormat Add All Any ApproximateEqual ArgMax Assign AvgPoolGrad BatchMatMul BiasAddGrad BroadcastGradientArgs Cast Ceil Conv2D Conv2DBackFilter Conv2DTranspose Conv3D Conv3DBackpropFilter Conv3DBackpropFilterV2 Conv3DBackpropInput Conv3DBackpropInputV2 CrossEntropy DepthwiseConv2D DepthwiseConv2DBackpropFilter DepthwiseConv2DBackpropInput Digamma Dilation2D Dilation2DBackpropFilter Dilation2DBackpropInput Divide EluGrad Equal Erf Erfc Exp ExpandDims Expm1 Floor FloorDiv FloorMod FusedBatchNorm FusedBatchNormGrad Greater GreaterEqual Identity InTopK Inv InvGrad IsFinite IsInf IsNan L2Loss LRNGrad Less LessEqual Lgamma LogicalAnd LogicalNot LogicalOr MaxPool MaxPoolGrad Maximum Minimum Mod ModuleToOperation Multiply NoOp NotEqual OneHot Pad ParseExample Pow Prod RandomUniform RangeOps Rank ReLU RealDiv Relu6Grad ReluGrad Reshape ResizeBilinearOps Rint Round RsqrtGrad SegmentSum Select SigmoidGrad Sign Slice SoftMax SoftplusGrad SoftsignGrad SqrtGrad SquaredDifference Squeeze Substr Subtract Sum TanhGrad Tile TopK TruncateDiv TruncatedNormal ConvDataParams ConvWeightParams LinearDataParams LinearWeightParams BiasAdd Log1p Variable Evaluator L1L2Regularizer LineSearch LocalPredictor Loss MAE Optimizer Predictor Top1Accuracy Top5Accuracy TreeNNAccuracy Trigger ValidationMethod Validator QuantizedDummyTensor QuantizedTensor QuantizedTensorUnsupported Storage Tensor TensorDiffTypeFunc4 TensorDiffTypeFunc6 TensorFunc2 TensorFunc4 TensorFunc6 BytesToMat FeatureTransformer ImageFeature ImageFrameToSample MatToFloats MatToTensor AspectScale Brightness CenterCrop ChannelNormalize ChannelOrder ColorJitter Contrast DetectionCrop Expand Filler FixedCrop HFlip Hue PixelNormalizer RandomAspectScale RandomCrop RandomTransformer Resize Saturation RandomSampler BoundingBox Edge LocalModule Node T Table ClassTagMapper DataReaderWriter TensorNumericMapper Context TFRecordIterator TFUpdater TrainSummary ValidationSummary

DenseTensorApply QuantizedTensorUnsupported Tensor

DenseTensorApply

QuantizedTensorUnsupported Tensor

BoundingBox

DataSet DescParams Storage ImageFrame LocalImageFrame T

TensorNumeric NumericDouble NumericFloat UndefinedTensorNumeric

Context

image

models

SwitchControlNode

Tensorflow

TensorNumeric NumericChar NumericDouble NumericFloat NumericInt NumericLong NumericShort NumericString UndefinedTensorNumeric NumericByteString