openvino

Functions

compile_model(model[, device_name, config])	Compact method to compile model with AUTO plugin.
convert_model(input_model[, input, output, ...])	Converts the model from original framework to OpenVino Model.
get_batch(*args, **kwargs)	Overloaded function.
get_version()
lazy_import(module_name)
save_model(model, output_model[, ...])	Save model into IR files (xml and bin).
serialize(model, xml_path[, bin_path, version])	Serialize given model into IR.
set_batch(*args, **kwargs)	Overloaded function.
shutdown()	Shut down the OpenVINO by deleting all static-duration objects allocated by the library and releasing dependent resources
tensor_from_file(path)	Create Tensor from file.

Classes

AsyncInferQueue	AsyncInferQueue with a pool of asynchronous requests.
AxisSet	openvino.AxisSet wraps ov::AxisSet
AxisVector	openvino.AxisVector wraps ov::AxisVector
CompiledModel(other[, weights])	CompiledModel class.
ConstOutput	openvino.ConstOutput represents port/node output.
Coordinate	openvino.Coordinate wraps ov::Coordinate
CoordinateDiff	openvino.CoordinateDiff wraps ov::CoordinateDiff
Core	Core class represents OpenVINO runtime Core entity.
Dimension	openvino.Dimension wraps ov::Dimension
DiscreteTypeInfo	openvino.DiscreteTypeInfo wraps ov::DiscreteTypeInfo
Extension	openvino.Extension provides the base interface for OpenVINO extensions.
InferRequest(other)	InferRequest class represents infer request which can be run in asynchronous or synchronous manners.
Input	openvino.Input wraps ov::Input<Node>
Layout	openvino.Layout wraps ov::Layout
Model(*args, **kwargs)
Node	openvino.Node wraps ov::Node
OVAny	openvino.OVAny provides object wrapper for OpenVINOov::Any class.
Op(py_obj[, inputs])
OpExtension	openvino.OpExtension provides the base interface for OpenVINO extensions.
Output	openvino.Output represents port/node output.
PartialShape	openvino.PartialShape wraps ov::PartialShape
ProfilingInfo	openvino.ProfilingInfo contains performance metrics for single node.
RTMap	openvino.RTMap makes bindings for std::map<std::string, ov::Any>, which can later be used as ov::Node::RTMap
RemoteContext
RemoteTensor
Shape	openvino.Shape wraps ov::Shape
Strides	openvino.Strides wraps ov::Strides
Symbol	openvino.Symbol wraps ov::Symbol
Tensor	openvino.Tensor holding either copy of memory or shared host memory.
Type	openvino.Type wraps ov::element::Type
VAContext
VASurfaceTensor
Version	openvino.Version represents version information that describes plugins and the OpenVINO library.