TensorNumericMath

loaders

nn

nn keras

nn keras

nn keras

utils

dataset imageInference imageTransferLearning languagemodel lenetLocal transferlearning treeLSTMSentiment udfpredictor autoencoder lenet resnet rnn vgg nn quantized loaders

ConvLSTMPeephole ConvLSTMPeephole3D GRU LSTM LSTMPeephole RnnCell ConvLSTM2D GRU LSTM SimpleRNN

example

DLClassifier DLClassifierModel DLEstimator DLImageTransformer DLModel DLClassifier DLClassifierModel DLEstimator DLModel

Container AbstractModule PythonBigDL

DnnTensorUnsupportOperations QuantizedTensorUnsupported TensorMath

DnnTensorUnsupportOperations QuantizedTensorUnsupported Tensor

PythonBigDL DnnTensorUnsupportOperations QuantizedTensorUnsupported TensorMath RandomGenerator

Tensor

BinaryTreeLSTM

CachedDistriDataSet DistributedDataSet

DnnTensorUnsupportOperations QuantizedTensorUnsupported Storage Tensor ImageFeature Table Context Crc32c

DenseTensorApply

Abs AbsCriterion ActivityRegularization Add AddConstant BCECriterion BatchNormalization BiRecurrent BifurcateSplitTable Bilinear BinaryThreshold BinaryTreeLSTM Bottle CAdd CAddTable CAveTable CDivTable CMaxTable CMinTable CMul CMulTable CSubTable CategoricalCrossEntropy Cell ClassNLLCriterion ClassSimplexCriterion Concat ConcatTable Contiguous Cosine CosineDistance CosineDistanceCriterion CosineEmbeddingCriterion CosineProximityCriterion Cropping2D Cropping3D CrossEntropyCriterion CrossProduct DenseToSparse DetectionOutputFrcnn DetectionOutputSSD DiceCoefficientCriterion DistKLDivCriterion DotProduct DotProductCriterion Dropout ELU Echo Euclidean Exp FlattenTable GaussianCriterion GaussianDropout GaussianNoise GaussianSampler GradientReversal HardShrink HardSigmoid HardTanh HingeEmbeddingCriterion Identity Index InferReshape Input JoinTable KLDCriterion KullbackLeiblerDivergenceCriterion L1Cost L1HingeEmbeddingCriterion L1Penalty LeakyReLU Linear LocallyConnected1D LocallyConnected2D Log LogSigmoid LogSoftMax LookupTable LookupTableSparse MM MSECriterion MV MapTable MarginCriterion MarginRankingCriterion MaskedSelect Masking Max Maxout MeanAbsolutePercentageCriterion MeanSquaredLogarithmicCriterion Min MixtureTable Mul MulConstant MultiCriterion MultiLabelMarginCriterion MultiLabelSoftMarginCriterion MultiMarginCriterion MultiRNNCell Narrow NarrowTable Negative NegativeEntropyPenalty Normalize NormalizeScale PGCriterion PReLU Pack Padding PairwiseDistance ParallelCriterion ParallelTable PoissonCriterion Power PriorBox Proposal RReLU ReLU6 Recurrent RecurrentDecoder Replicate Reshape ResizeBilinear Reverse 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 SpatialSeparableConvolution SpatialShareConvolution SpatialSubtractiveNormalization SpatialWithinChannelLRN SpatialZeroPadding SplitTable Squeeze StaticGraph Sum Tanh TanhShrink TemporalConvolution TemporalMaxPooling Threshold Tile TimeDistributed TimeDistributedCriterion TimeDistributedMaskCriterion TransformerCriterion Transpose Unsqueeze UpSampling1D UpSampling2D UpSampling3D View VolumetricAveragePooling VolumetricConvolution VolumetricFullConvolution VolumetricMaxPooling AbstractCriterion AbstractModule KerasLayer CAddTable ConcatTable Identity Input JoinTable LRN Linear MaxPooling MklDnnLayer SelectTable Sequential SoftMax SpatialBatchNormalization SpatialConvolution Operation BiasAdd Log1p TensorModuleWrapper FakeCriterion Adapter

LeakyReLU

LeakyReLU

LocallyConnected2D SpatialConvolution SpatialFullConvolution VolumetricFullConvolution

Linear SpatialBatchNormalization SpatialConvolution

UpSampling2D

UpSampling2D

MklDnnLayer

Linear SpatialBatchNormalization SpatialConvolution

Linear SpatialConvolution

Linear SpatialConvolution

OptimMethod SGD Default EpochDecay EpochDecayWithWarmUp EpochSchedule EpochStep Exponential LearningRateSchedule MultiStep NaturalExp Plateau Poly SequentialSchedule Step Warmup

Abs AbsCriterion ActivityRegularization Add AddConstant BCECriterion BatchNormalization BiRecurrent BifurcateSplitTable Bilinear BinaryThreshold BinaryTreeLSTM Bottle CAdd CAddTable CAveTable CDivTable CMaxTable CMinTable CMul CMulTable CSubTable CategoricalCrossEntropy Cell ClassNLLCriterion ClassSimplexCriterion Concat ConcatTable Contiguous Cosine CosineDistance CosineDistanceCriterion CosineEmbeddingCriterion CosineProximityCriterion Cropping2D Cropping3D CrossEntropyCriterion CrossProduct DenseToSparse DetectionOutputFrcnn DetectionOutputSSD DiceCoefficientCriterion DistKLDivCriterion DotProduct DotProductCriterion Dropout ELU Echo Euclidean Exp FlattenTable GaussianCriterion GaussianDropout GaussianNoise GaussianSampler GradientReversal HardShrink HardSigmoid HardTanh HingeEmbeddingCriterion Identity Index InferReshape Input JoinTable KLDCriterion KullbackLeiblerDivergenceCriterion L1Cost L1HingeEmbeddingCriterion L1Penalty LeakyReLU Linear LocallyConnected1D LocallyConnected2D Log LogSigmoid LogSoftMax LookupTable LookupTableSparse MM MSECriterion MV MapTable MarginCriterion MarginRankingCriterion MaskedSelect Masking Max Maxout MeanAbsolutePercentageCriterion MeanSquaredLogarithmicCriterion Min MixtureTable Mul MulConstant MultiCriterion MultiLabelMarginCriterion MultiLabelSoftMarginCriterion MultiMarginCriterion MultiRNNCell Narrow NarrowTable Negative NegativeEntropyPenalty Normalize NormalizeScale PGCriterion PReLU Pack Padding PairwiseDistance ParallelCriterion ParallelTable PoissonCriterion Power PriorBox Proposal RReLU ReLU6 Recurrent RecurrentDecoder Replicate Reshape ResizeBilinear Reverse 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 SpatialSeparableConvolution SpatialShareConvolution SpatialSubtractiveNormalization SpatialWithinChannelLRN SpatialZeroPadding SplitTable Squeeze StaticGraph Sum Tanh TanhShrink TemporalConvolution TemporalMaxPooling Threshold Tile TimeDistributed TimeDistributedCriterion TimeDistributedMaskCriterion TransformerCriterion Transpose Unsqueeze UpSampling1D UpSampling2D UpSampling3D View VolumetricAveragePooling VolumetricConvolution VolumetricFullConvolution VolumetricMaxPooling AbstractCriterion AbstractModule KerasLayer ConcatTable Identity Input LRN Linear MaxPooling MklDnnLayer SelectTable Sequential SoftMax SpatialBatchNormalization SpatialConvolution All Any ArgMax BatchMatMul BucketizedCol Cast CategoricalColHashBucket CategoricalColVocaList Ceil Compare CrossCol CrossEntropy DepthwiseConv2D Digamma Dilation2D Erf Erfc Exp Expm1 Floor FloorDiv FloorMod Gather InTopK IndicatorCol Inv IsFinite IsInf IsNan Kv2Tensor L2Loss Lgamma LogicalAnd LogicalNot LogicalOr Max Maximum Minimum MkString Mod ModuleToOperation NotEqual OneHot Pad Pow Prod RandomUniform RangeOps Rank ResizeBilinearOps Rint Round SegmentSum Select SelectTensor Sign Slice SquaredDifference Substr Sum TensorOp Tile TopK TruncateDiv TruncatedNormal BiasAdd IdentityControl Log1p SqrtGrad TensorModuleWrapper FakeCriterion Adapter

LeakyReLU

LeakyReLU

LocallyConnected2D SpatialConvolution SpatialFullConvolution VolumetricFullConvolution

Linear SoftMax SpatialBatchNormalization SpatialConvolution

UpSampling2D

UpSampling2D

MklDnnLayer

Linear SoftMax SpatialBatchNormalization SpatialConvolution

PythonBigDL

MklDnnLayer

RReLU RandomUniform

ImageFeature

image tensorflow

text example models bigdl spark