/ 
AI-MXNet-1.31
River stage one • 2 direct dependents • 2 total dependents

Changes for version 1.31 - 2018-07-10

  • Memory leak fix for Gluon API
  • Added summary function for Gluon models
  • Improved graphviz vizualizations
  • Added artistic style transfer example for Gluon API

Modules

AI::MXNet
Perl interface to MXNet machine learning library
AI::MXNet::AutoGrad
Autograd for NDArray.
AI::MXNet::Base
Helper functions
AI::MXNet::CachedOp
A wrapper around CachedOpHandle
AI::MXNet::Callback
A collection of predefined callback functions
AI::MXNet::Context
A device context.
AI::MXNet::CudaKernel
AI::MXNet::Engine
Engine properties management.
AI::MXNet::Executor
The actual executing object of MXNet.
AI::MXNet::Executor::Group
Manager for a group of executors working in different contexts.
AI::MXNet::Gluon::SymbolBlock
Construct block from symbol.
AI::MXNet::Gluon::Data::Loader::DataLoader
Dataset generator.
AI::MXNet::Gluon::Data::Sampler
AI::MXNet::Gluon::Data::Set
AI::MXNet::Gluon::Data::Vision::DownloadedDataSet::MNIST
AI::MXNet::Gluon::Loss
Base class for loss.
AI::MXNet::Gluon::NN::Sequential
AI::MXNet::Gluon::NN::Conv
AI::MXNet::Gluon::Parameter
A Container holding parameters (weights) of AI::MXNEt::Gluon::Block(s).
AI::MXNet::Gluon::RNN::RecurrentCell
AI::MXNet::Gluon::RNN::RNN
AI::MXNet::Gluon::Trainer
AI::MXNet::Gluon::Utils
AI::MXNet::IO
NDArray interface of mxnet.
AI::MXNet::Image
Read individual image files and perform augmentations.
AI::MXNet::InitDesc
A container for the initialization pattern serialization.
AI::MXNet::KVStore
Key value store interface of MXNet.
AI::MXNet::KVStoreServer
The key-value store server
AI::MXNet::LRScheduler
The adaptive scheduler of the learning rate.
AI::MXNet::Metric
Online evaluation metric module.
AI::MXNet::Module
FeedForward interface of MXNet. See AI::MXNet::Module::Base for the details.
AI::MXNet::Module::Base
Base class for AI::MXNet::Module and AI::MXNet::Module::Bucketing
AI::MXNet::Module::Bucketing
AI::MXNet::Monitor
Monitor outputs, weights, and gradients for debugging.
AI::MXNet::NDArray
Multidimensional tensor object of MXNet.
AI::MXNet::NDArray::Base
AI::MXNet::NDArray::Slice
A convenience class for slicing of the AI::MXNet::NDArray objects.
AI::MXNet::NDArray::Sparse
Sparse NDArray API of MXNet
AI::MXNet::Optimizer
Common Optimization algorithms with regularizations.
AI::MXNet::Profiler
Optional profiler feature.
AI::MXNet::RNN
Functions for constructing recurrent neural networks.
AI::MXNet::RNN::Params
AI::MXNet::RNN::IO
Functions for constructing recurrent neural networks.
AI::MXNet::Random
Handling of randomization in MXNet.
AI::MXNet::RecordIO
Read/write RecordIO format data
AI::MXNet::Symbol
Symbolic interface of MXNet.
AI::MXNet::Symbol::AttrScope
Attribute manager for local scoping.
AI::MXNet::Symbol::Base
AI::MXNet::Symbol::Prefix
AI::MXNet::TestUtils
Convenience subs used in tests.
AI::MXNet::Visualization
Vizualization support for Perl interface to MXNet machine learning library

Provides

AI::MXNet::Accuracy
in lib/AI/MXNet/Metric.pm
AI::MXNet::AdaDelta
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::AdaGrad
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::Adam
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::Adamax
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::AutoLoad
in lib/AI/MXNet/AutoLoad.pm
AI::MXNet::BatchEndParam
in lib/AI/MXNet/Module/Base.pm
AI::MXNet::Bilinear
in lib/AI/MXNet/Initializer.pm
AI::MXNet::BucketSentenceIter
in lib/AI/MXNet/RNN/IO.pm
AI::MXNet::COO::Nd
in lib/AI/MXNet/Base.pm
AI::MXNet::CompositeEvalMetric
in lib/AI/MXNet/Metric.pm
AI::MXNet::Confidence
in lib/AI/MXNet/Metric.pm
AI::MXNet::Constant
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Contrib
in lib/AI/MXNet/Contrib.pm
AI::MXNet::Contrib::NDArray
in lib/AI/MXNet/Contrib/NDArray.pm
AI::MXNet::Contrib::Symbol
in lib/AI/MXNet/Contrib/Symbol.pm
AI::MXNet::CrossEntropy
in lib/AI/MXNet/Metric.pm
AI::MXNet::CudaModule
in lib/AI/MXNet/CudaModule.pm
AI::MXNet::CustomMetric
in lib/AI/MXNet/Metric.pm
AI::MXNet::DCASGD
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::DataBatch
in lib/AI/MXNet/IO.pm
AI::MXNet::DataDesc
in lib/AI/MXNet/IO.pm
AI::MXNet::DataIter
in lib/AI/MXNet/IO.pm
AI::MXNet::DataParallelExecutorGroup
in lib/AI/MXNet/Executor/Group.pm
AI::MXNet::DataParallelExecutorGroup::_private
in lib/AI/MXNet/Executor/Group.pm
AI::MXNet::EvalMetric
in lib/AI/MXNet/Metric.pm
AI::MXNet::F1
in lib/AI/MXNet/Metric.pm
AI::MXNet::FTML
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::FactorScheduler
in lib/AI/MXNet/LRScheduler.pm
AI::MXNet::Ftrl
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::Function::Parameters
in lib/AI/MXNet/Function/Parameters.pm
AI::MXNet::FusedRNN
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Gluon
in lib/AI/MXNet/Gluon.pm
AI::MXNet::Gluon::Block
in lib/AI/MXNet/Gluon/Block.pm
AI::MXNet::Gluon::BlockScope
in lib/AI/MXNet/Gluon/Block.pm
AI::MXNet::Gluon::CTCLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::Constant
in lib/AI/MXNet/Gluon/Parameter.pm
AI::MXNet::Gluon::Data
in lib/AI/MXNet/Gluon/Data.pm
AI::MXNet::Gluon::Data::ArrayDataset
in lib/AI/MXNet/Gluon/Data/Set.pm
AI::MXNet::Gluon::Data::RecordFileSet
in lib/AI/MXNet/Gluon/Data/Set.pm
AI::MXNet::Gluon::Data::Sampler::BatchSampler
in lib/AI/MXNet/Gluon/Data/Sampler.pm
AI::MXNet::Gluon::Data::Sampler::RandomSampler
in lib/AI/MXNet/Gluon/Data/Sampler.pm
AI::MXNet::Gluon::Data::Sampler::SequentialSampler
in lib/AI/MXNet/Gluon/Data/Sampler.pm
AI::MXNet::Gluon::Data::Vision::DownloadedDataSet
in lib/AI/MXNet/Gluon/Data/Vision.pm
AI::MXNet::Gluon::Data::Vision::DownloadedDataSet::CIFAR10
in lib/AI/MXNet/Gluon/Data/Vision.pm
AI::MXNet::Gluon::Data::Vision::DownloadedDataSet::FashionMNIST
in lib/AI/MXNet/Gluon/Data/Vision.pm
AI::MXNet::Gluon::Data::Vision::RecordFileSet::ImageRecordDataset
in lib/AI/MXNet/Gluon/Data/Vision.pm
AI::MXNet::Gluon::Data::Vision::Set::ImageFolderDataset
in lib/AI/MXNet/Gluon/Data/Vision.pm
AI::MXNet::Gluon::HingeLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::HuberLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::HybridBlock
in lib/AI/MXNet/Gluon/Block.pm
AI::MXNet::Gluon::KLDivLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::L1Loss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::L2Loss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::LogisticLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::Mouse
in lib/AI/MXNet/Gluon/Mouse.pm
AI::MXNet::Gluon::NN
in lib/AI/MXNet/Gluon/NN.pm
AI::MXNet::Gluon::NN::Activation
in lib/AI/MXNet/Gluon/NN/Activation.pm
AI::MXNet::Gluon::NN::AvgPool1D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::AvgPool2D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::AvgPool3D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::BatchNorm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::Conv1D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::Conv1DTranspose
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::Conv2D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::Conv2DTranspose
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::Conv3D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::Conv3DTranspose
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::Dense
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::Dropout
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::ELU
in lib/AI/MXNet/Gluon/NN/Activation.pm
AI::MXNet::Gluon::NN::Embedding
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::Flatten
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::GlobalAvgPool1D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::GlobalAvgPool2D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::GlobalAvgPool3D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::GlobalMaxPool1D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::GlobalMaxPool2D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::GlobalMaxPool3D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::HybridLambda
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::HybridSequential
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::InstanceNorm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::Lambda
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::LayerNorm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
AI::MXNet::Gluon::NN::LeakyReLU
in lib/AI/MXNet/Gluon/NN/Activation.pm
AI::MXNet::Gluon::NN::MaxPool1D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::MaxPool2D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::MaxPool3D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::PReLU
in lib/AI/MXNet/Gluon/NN/Activation.pm
AI::MXNet::Gluon::NN::Pooling
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::ReflectionPad2D
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
AI::MXNet::Gluon::NN::SELU
in lib/AI/MXNet/Gluon/NN/Activation.pm
AI::MXNet::Gluon::NN::Swish
in lib/AI/MXNet/Gluon/NN/Activation.pm
AI::MXNet::Gluon::ParameterDict
in lib/AI/MXNet/Gluon/Parameter.pm
AI::MXNet::Gluon::RNN
in lib/AI/MXNet/Gluon/RNN.pm
AI::MXNet::Gluon::RNN::BidirectionalCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::DropoutCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::GRU
in lib/AI/MXNet/Gluon/RNN/Layer.pm
AI::MXNet::Gluon::RNN::GRUCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::HybridRecurrentCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::LSTM
in lib/AI/MXNet/Gluon/RNN/Layer.pm
AI::MXNet::Gluon::RNN::LSTMCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::Layer
in lib/AI/MXNet/Gluon/RNN/Layer.pm
AI::MXNet::Gluon::RNN::ModifierCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::RNNCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::ResidualCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::SequentialRNNCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::RNN::ZoneoutCell
in lib/AI/MXNet/Gluon/RNN/Cell.pm
AI::MXNet::Gluon::SigmoidBCELoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::SigmoidBinaryCrossEntropyLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::SoftmaxCELoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::SoftmaxCrossEntropyLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::SquaredHingeLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::TripletLoss
in lib/AI/MXNet/Gluon/Loss.pm
AI::MXNet::Gluon::Utils::HookHandle
in lib/AI/MXNet/Gluon/Utils.pm
AI::MXNet::IRHeader
in lib/AI/MXNet/RecordIO.pm
AI::MXNet::Image::NDArray
in lib/AI/MXNet/Image/NDArray.pm
AI::MXNet::Image::Symbol
in lib/AI/MXNet/Image/Symbol.pm
AI::MXNet::ImageIter
in lib/AI/MXNet/Image.pm
AI::MXNet::IndexedRecordIO
in lib/AI/MXNet/RecordIO.pm
AI::MXNet::Initializer
in lib/AI/MXNet/Initializer.pm
AI::MXNet::LBSGD
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::LSTMBias
in lib/AI/MXNet/Initializer.pm
AI::MXNet::LinAlg
in lib/AI/MXNet/LinAlg.pm
AI::MXNet::LinAlg::NDArray
in lib/AI/MXNet/LinAlg/NDArray.pm
AI::MXNet::LinAlg::Symbol
in lib/AI/MXNet/LinAlg/Symbol.pm
AI::MXNet::Load
in lib/AI/MXNet/Initializer.pm
AI::MXNet::LogValidationMetricsCallback
in lib/AI/MXNet/Callback.pm
AI::MXNet::Logging
in lib/AI/MXNet/Logging.pm
AI::MXNet::Loss
in lib/AI/MXNet/Metric.pm
AI::MXNet::MAE
in lib/AI/MXNet/Metric.pm
AI::MXNet::MSE
in lib/AI/MXNet/Metric.pm
AI::MXNet::MSRAPrelu
in lib/AI/MXNet/Initializer.pm
AI::MXNet::MXDataIter
in lib/AI/MXNet/IO.pm
AI::MXNet::Mixed
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Module::Private
in lib/AI/MXNet/Module.pm
AI::MXNet::MultiFactorScheduler
in lib/AI/MXNet/LRScheduler.pm
AI::MXNet::NAG
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::NDArray::CSR
in lib/AI/MXNet/NDArray/Sparse.pm
AI::MXNet::NDArray::Doc
in lib/AI/MXNet/NDArray/Doc.pm
AI::MXNet::NDArray::RowSparse
in lib/AI/MXNet/NDArray/Sparse.pm
AI::MXNet::NDArrayIter
in lib/AI/MXNet/IO.pm
AI::MXNet::Nadam
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::Normal
in lib/AI/MXNet/Initializer.pm
AI::MXNet::One
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Ones
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Orthogonal
in lib/AI/MXNet/Initializer.pm
AI::MXNet::PearsonCorrelation
in lib/AI/MXNet/Metric.pm
AI::MXNet::Perplexity
in lib/AI/MXNet/Metric.pm
AI::MXNet::ProgressBar
in lib/AI/MXNet/Callback.pm
AI::MXNet::RMSE
in lib/AI/MXNet/Metric.pm
AI::MXNet::RMSProp
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::RNN::BidirectionalCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::Cell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::Cell::Base
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::ConvCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::ConvCell::Base
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::ConvGRUCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::ConvLSTMCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::DropoutCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::FusedCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::GRUCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::LSTMCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::ModifierCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::ResidualCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::SequentialCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::RNN::ZoneoutCell
in lib/AI/MXNet/RNN/Cell.pm
AI::MXNet::ResizeIter
in lib/AI/MXNet/IO.pm
AI::MXNet::SGD
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::SGLD
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::Signum
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::Speedometer
in lib/AI/MXNet/Callback.pm
AI::MXNet::Symbol::Doc
in lib/AI/MXNet/Symbol/Doc.pm
AI::MXNet::Symbol::NameManager
in lib/AI/MXNet/Symbol/NameManager.pm
AI::MXNet::Symbol::Random
in lib/AI/MXNet/Symbol/Random.pm
AI::MXNet::Symbol::Sparse
in lib/AI/MXNet/Symbol/Sparse.pm
AI::MXNet::Test
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::TopKAccuracy
in lib/AI/MXNet/Metric.pm
AI::MXNet::Types
in lib/AI/MXNet/Types.pm
AI::MXNet::Uniform
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Updater
in lib/AI/MXNet/Optimizer.pm
AI::MXNet::Util::Printable
in lib/AI/MXNet/Util/Printable.pm
AI::MXNet::Visualization::PythonGraphviz
in lib/AI/MXNet/Visualization.pm
AI::MXNet::Xavier
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Zero
in lib/AI/MXNet/Initializer.pm
AI::MXNet::Zeros
in lib/AI/MXNet/Initializer.pm
nd
in lib/AI/MXNet.pm

Examples

Other files