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`(arg0)
`get_version`()
`save_model`(model, output_model, compress_to_fp16)	Save model into IR files (xml and bin).
`serialize`(model, xml_path, bin_path, version)	Serialize given model into IR. The generated .xml and .bin files will be saved into provided paths. This method serializes model "as-is" that means no weights compression is applied. It is recommended to use ov::save_model function instead of ov::serialize in all cases when it is not related to debugging. :param model: model which will be converted to IR representation :type model: openvino.runtime.Model :param xml_path: path where .xml file will be saved :type xml_path: Union[str, bytes, pathlib.Path] :param bin_path: path where .bin file will be saved (optional), the same name as for xml_path will be used by default. :type bin_path: Union[str, bytes, pathlib.Path] :param version: version of the generated IR (optional). Supported versions are: - "UNSPECIFIED" (default) : Use the latest or model version - "IR_V10" : v10 IR - "IR_V11" : v11 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.
`CompiledModel`(other)	CompiledModel class.
`Core`	Core class represents OpenVINO runtime Core entity.
`Dimension`	openvino.runtime.Dimension wraps ov::Dimension
`InferRequest`(other)	InferRequest class represents infer request which can be run in asynchronous or synchronous manners.
`Layout`	openvino.runtime.Layout wraps ov::Layout
`Model`(args, *kwargs)
`OVAny`	openvino.runtime.OVAny provides object wrapper for OpenVINOov::Any class.
`PartialShape`	openvino.runtime.PartialShape wraps ov::PartialShape
`RemoteContext`
`RemoteTensor`
`Shape`	openvino.runtime.Shape wraps ov::Shape
`Strides`	openvino.runtime.Strides wraps ov::Strides
`Tensor`	openvino.runtime.Tensor holding either copy of memory or shared host memory.
`Type`	openvino.runtime.Type wraps ov::element::Type
`VAContext`
`VASurfaceTensor`