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AI-TensorFlow-Libtensorflow-0.0.7
River stage zero No dependents
6 ++

Changes for version 0.0.7 - 2023-10-05

  • Features
    • Add object detection demo. See <https://github.com/EntropyOrg/perl-AI-TensorFlow-Libtensorflow/pull/23>.
  • Refactoring
    • Add timer to the notebooks to time the inference steps. See <https://github.com/EntropyOrg/perl-AI-TensorFlow-Libtensorflow/pull/17>.
  • Documentation
    • Add information about installing GPU version of `libtensorflow` either on the "bare metal" or with Docker GPU runtime support. See <https://github.com/EntropyOrg/perl-AI-TensorFlow-Libtensorflow/pull/18>.
  • Build changes
    • Add Dockerfile that builds GPU version of the omnibus notebook image. Update the CI to additionally build the GPU Docker image. See <https://github.com/EntropyOrg/perl-AI-TensorFlow-Libtensorflow/pull/16>.

Documentation

AI::TensorFlow::Libtensorflow::Manual
Index of manual
AI::TensorFlow::Libtensorflow::Manual::CAPI
List of functions exported by TensorFlow C API
AI::TensorFlow::Libtensorflow::Manual::GPU
GPU-specific installation and usage information.
AI::TensorFlow::Libtensorflow::Manual::Notebook::InferenceUsingTFHubCenterNetObjDetect
Using TensorFlow to do object detection using a pre-trained model
AI::TensorFlow::Libtensorflow::Manual::Notebook::InferenceUsingTFHubEnformerGeneExprPredModel
Using TensorFlow to do gene expression prediction using a pre-trained model
AI::TensorFlow::Libtensorflow::Manual::Notebook::InferenceUsingTFHubMobileNetV2Model
Using TensorFlow to do image classification using a pre-trained model
AI::TensorFlow::Libtensorflow::Manual::Quickstart
Start here for an overview of the library

Modules

AI::TensorFlow::Libtensorflow
Bindings for Libtensorflow deep learning library
AI::TensorFlow::Libtensorflow::ApiDefMap
Maps Operation to API description
AI::TensorFlow::Libtensorflow::Buffer
Buffer that holds pointer to data with length
AI::TensorFlow::Libtensorflow::DataType
Datatype enum
AI::TensorFlow::Libtensorflow::DeviceList
A list of devices available for the session to run on
AI::TensorFlow::Libtensorflow::Eager::Context
Eager context
AI::TensorFlow::Libtensorflow::Eager::ContextOptions
Eager context options
AI::TensorFlow::Libtensorflow::Graph
A TensorFlow computation, represented as a dataflow graph
AI::TensorFlow::Libtensorflow::ImportGraphDefOptions
Holds options that can be passed to ::Graph::ImportGraphDef
AI::TensorFlow::Libtensorflow::ImportGraphDefResults
Results from importing a graph definition
AI::TensorFlow::Libtensorflow::Input
Input of operation as (operation, index) pair
AI::TensorFlow::Libtensorflow::Lib
Private class for AI::TensorFlow::Libtensorflow
AI::TensorFlow::Libtensorflow::Lib::FFIType::TFPtrPtrLenSizeArrayRefScalar
Type to hold string list as void** strings, size_t* lengths, int num_items
AI::TensorFlow::Libtensorflow::Lib::FFIType::TFPtrSizeScalar
Type to hold pointer and size in a scalar (input only)
AI::TensorFlow::Libtensorflow::Lib::FFIType::TFPtrSizeScalarRef
Type to hold pointer and size in a scalar reference
AI::TensorFlow::Libtensorflow::Lib::FFIType::Variant::PackableArrayRef
ArrayRef to pack()'ed scalar argument with size argument (as int)
AI::TensorFlow::Libtensorflow::Lib::FFIType::Variant::PackableMaybeArrayRef
Maybe[ArrayRef] to pack()'ed scalar argument with size argument (as int) (size is -1 if undef)
AI::TensorFlow::Libtensorflow::Lib::FFIType::Variant::RecordArrayRef
Turn FFI::Platypus::Record into packed array (+ size)?
AI::TensorFlow::Libtensorflow::Lib::Types
Type library
AI::TensorFlow::Libtensorflow::Lib::_Alloc
[private] Allocation utilities
AI::TensorFlow::Libtensorflow::Operation
An operation
AI::TensorFlow::Libtensorflow::OperationDescription
Operation being built
AI::TensorFlow::Libtensorflow::Output
Output of operation as (operation, index) pair
AI::TensorFlow::Libtensorflow::Session
Session for driving ::Graph execution
AI::TensorFlow::Libtensorflow::SessionOptions
Holds options that can be passed during session creation
AI::TensorFlow::Libtensorflow::Status
Status used for error checking
AI::TensorFlow::Libtensorflow::TFLibrary
TensorFlow dynamic library handle and ops
AI::TensorFlow::Libtensorflow::TString
A variable-capacity string type
AI::TensorFlow::Libtensorflow::Tensor
A multi-dimensional array of elements of a single data type
AI::TensorFlow::Libtensorflow::_Misc
Private API

Other files