ShortcutType

Utils

nn

nn

Utils

abstractnn

dataset

abstractnn

utils

utils

optim

abstractnn

optim

optim

optim

optim

loaders

nn ops loaders

nn

loaders

loadmodel

loadmodel

loadmodel

parameters

framework

framework

framework

framework

framework

DataConverter

Utils

dataset

ops loaders

ops

ops

framework

framework

framework

autoencoder

loaders

tf

QuantizedTensorUnsupported TensorMath TensorNumeric NumericDouble NumericFloat NumericInt NumericLong NumericShort UndefinedTensorNumeric

Graph

ModuleSerializer

nn

Add BatchNormalization BiRecurrent Bilinear Bottle CAdd CMul Cell Concat ConcatTable Cosine Euclidean Graph Linear LookupTable MapTable Mul PReLU ParallelTable Recurrent RecurrentDecoder Sequential SparseLinear SpatialConvolution SpatialConvolutionMap SpatialDilatedConvolution SpatialFullConvolution SpatialShareConvolution TemporalConvolution TimeDistributed VolumetricConvolution VolumetricFullConvolution AbstractModule ControlOps Operation Variable Adapter

SpatialConvolution VolumetricConvolution

L1L2Regularizer Regularizer

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

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

BatchNormParams BatchNormalization

AllReduceParameter

ResizeBilinear

Activity

Tensor

ELU SpatialCrossMapLRN SpatialWithinChannelLRN

Lighting

intel

TextClassifier

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 Add AddConstant BCECriterion BatchNormalization BiRecurrent BifurcateSplitTable Bilinear BinaryTreeLSTM Bottle CAdd CAddTable CDivTable CMaxTable CMinTable CMul CMulTable CSubTable Clamp ClassNLLCriterion ClassSimplexCriterion Concat ConcatTable Container Contiguous ConvLSTMPeephole ConvLSTMPeephole3D Cosine CosineDistance CosineDistanceCriterion CosineEmbeddingCriterion CrossEntropyCriterion DenseToSparse DiceCoefficientCriterion DistKLDivCriterion DotProduct Dropout ELU Echo Euclidean Exp FlattenTable GRU GaussianCriterion GaussianSampler GradientReversal Graph HardShrink HardTanh HingeEmbeddingCriterion Identity Index InferReshape Input JoinTable KLDCriterion L1Cost L1HingeEmbeddingCriterion L1Penalty LSTM LSTMPeephole LeakyReLU Linear Log LogSigmoid LogSoftMax LookupTable MM MSECriterion MV MapTable MarginCriterion MarginRankingCriterion MaskedSelect Max Mean Min MixtureTable Mul MulConstant MultiCriterion MultiLabelMarginCriterion MultiLabelSoftMarginCriterion MultiMarginCriterion Narrow NarrowTable Negative Normalize PReLU Pack Padding PairwiseDistance ParallelCriterion ParallelTable Power RReLU ReLU ReLU6 Recurrent RecurrentDecoder Replicate Reshape ResizeBilinear Reverse RnnCell RoiPooling Scale Select SelectTable Sequential Sigmoid SmoothL1Criterion SmoothL1CriterionWithWeights SoftMarginCriterion SoftMax SoftMin SoftPlus SoftShrink SoftSign SoftmaxWithCriterion SparseJoinTable SparseLinear SpatialAveragePooling SpatialBatchNormalization SpatialContrastiveNormalization SpatialConvolution SpatialConvolutionMap SpatialCrossMapLRN SpatialDilatedConvolution SpatialDivisiveNormalization SpatialFullConvolution SpatialMaxPooling SpatialShareConvolution SpatialSubtractiveNormalization SpatialWithinChannelLRN SpatialZeroPadding SplitTable Sqrt Square Squeeze Sum Tanh TanhShrink TemporalConvolution TemporalMaxPooling Threshold TimeDistributed TimeDistributedCriterion Transpose Unsqueeze View VolumetricConvolution VolumetricFullConvolution VolumetricMaxPooling AbstractModule DataFormat Add Assign BiasAddGrad BroadcastGradientArgs Cast Conv2D Conv2DBackFilter Conv2DTranspose CrossEntropy Divide Equal ExpandDims Floor Greater Identity L2Loss Less LogicalAnd LogicalNot LogicalOr MaxPool MaxPoolGrad ModuleToOperation Multiply NoOp NotEqual OneHot Pad Pow Prod RandomUniform Rank ReLU RealDiv ReluGrad Reshape ResizeBilinearOps Select Slice SoftMax Squeeze Substr Subtract Sum Tile TruncatedNormal ConvDataParams ConvWeightParams LinearDataParams LinearWeightParams BiasAdd 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 Edge LocalModule Node T Table Context TFUpdater Adapter TrainSummary ValidationSummary

DenseTensorApply QuantizedTensorUnsupported Tensor

DenseTensorApply

QuantizedTensorUnsupported Tensor

DataSet DescParams Storage T

TensorNumeric NumericDouble NumericFloat UndefinedTensorNumeric

Context

models

SwitchControlNode

Tensorflow

TensorNumeric NumericChar NumericDouble NumericFloat NumericInt NumericLong NumericShort NumericString UndefinedTensorNumeric NumericByteString