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Changes for version 1.6 - 2022-01-28

  • Update mapping between PDL and MX types - Zakariyya Mughal
  • Upgrade minimum PDL dependency to PDL v2.064 for int8 (PDL: sbyte) type - Zakariyya Mughal

Modules

Perl interface to MXNet machine learning library
Autograd for NDArray.
Helper functions
A wrapper around CachedOpHandle
A collection of predefined callback functions.
A device context.
An interface to experimental operators defined in C++ space.
An interface to experimental NDArray operators defined in C++ space.
An interface to experimental symbol operators defined in C++ space.
Interface to runtime cuda kernel compile module.
Allows management of properties of the MXNet's engine.
The actual executing object of MXNet.
Manager for a group of executors working in different contexts.
High-level interface for MXNet.
Construct block from symbol.
Base class for loss.
A Container holding parameters (weights) of AI::MXNEt::Gluon::Block(s).
Data loading interface of MXNet
Read individual image files and perform augmentations.
A container for the initialization pattern serialization.
Key value store interface of MXNet.
The key-value store server.
The adaptive scheduler of the learning rate.
Linear Algebra routines for NDArray and Symbol.
Evaluation Metric API.
FeedForward interface of MXNet. See AI::MXNet::Module::Base for the details.
Base class for AI::MXNet::Module and AI::MXNet::Module::Bucketing
Monitor outputs, weights, and gradients for debugging.
Multidimensional tensor object of MXNet.
A convenience class for slicing of the AI::MXNet::NDArray objects.
Sparse NDArray API of MXNet
Common Optimization algorithms with regularizations.
Optional profiler feature.
Functions for constructing recurrent neural networks.
A container for holding variables.
Functions for constructing recurrent neural networks.
Handling of randomization in MXNet.
Read/write RecordIO format data
Runtime querying of compile time features in the native library.
Symbolic interface of MXNet.
Attribute manager for local scoping.
Automated symbol naming.
Convenience subs used in tests.
Vizualization support for Perl interface to MXNet machine learning library

Provides

in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/AutoLoad.pm
in lib/AI/MXNet/Module/Base.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/RNN/IO.pm
in lib/AI/MXNet/Base.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/CudaModule.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/IO.pm
in lib/AI/MXNet/IO.pm
in lib/AI/MXNet/IO.pm
in lib/AI/MXNet/Executor/Group.pm
in lib/AI/MXNet/Executor/Group.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/LRScheduler.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Function/Parameters.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Gluon/Block.pm
in lib/AI/MXNet/Gluon/Block.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Parameter.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Data.pm
in lib/AI/MXNet/Gluon/Data/Set.pm
in lib/AI/MXNet/Gluon/Data/Set.pm
in lib/AI/MXNet/Gluon/Data/Sampler.pm
in lib/AI/MXNet/Gluon/Data/Sampler.pm
in lib/AI/MXNet/Gluon/Data/Sampler.pm
in lib/AI/MXNet/Gluon/Data/Vision.pm
in lib/AI/MXNet/Gluon/Data/Vision.pm
in lib/AI/MXNet/Gluon/Data/Vision.pm
in lib/AI/MXNet/Gluon/Data/Vision.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Block.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Mouse.pm
in lib/AI/MXNet/Gluon/NN.pm
in lib/AI/MXNet/Gluon/NN/Activation.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/Activation.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/BasicLayers.pm
in lib/AI/MXNet/Gluon/NN/Activation.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/Activation.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/ConvLayers.pm
in lib/AI/MXNet/Gluon/NN/Activation.pm
in lib/AI/MXNet/Gluon/NN/Activation.pm
in lib/AI/MXNet/Gluon/Parameter.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/RNN.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Layer.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Layer.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Layer.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/RNN/Cell.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Loss.pm
in lib/AI/MXNet/Gluon/Utils.pm
in lib/AI/MXNet/RecordIO.pm
in lib/AI/MXNet/Image/NDArray.pm
in lib/AI/MXNet/Image/Symbol.pm
in lib/AI/MXNet/Image.pm
in lib/AI/MXNet/RecordIO.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/LinAlg/NDArray.pm
in lib/AI/MXNet/LinAlg/Symbol.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Callback.pm
in lib/AI/MXNet/Logging.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/IO.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Module.pm
in lib/AI/MXNet/LRScheduler.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/NDArray/Sparse.pm
in lib/AI/MXNet/NDArray/Doc.pm
in lib/AI/MXNet/NDArray/Sparse.pm
in lib/AI/MXNet/IO.pm
in lib/AI/MXNet/NS.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Callback.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/RNN/Cell.pm
in lib/AI/MXNet/IO.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Callback.pm
in lib/AI/MXNet/Symbol/Doc.pm
in lib/AI/MXNet/Symbol/NameManager.pm
in lib/AI/MXNet/Symbol/Random.pm
in lib/AI/MXNet/Symbol/Sparse.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Metric.pm
in lib/AI/MXNet/Types.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Optimizer.pm
in lib/AI/MXNet/Util/Printable.pm
in lib/AI/MXNet/Visualization.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Initializer.pm
in lib/AI/MXNet/Metric.pm