.. _l-staticmethods: Static Methods ============== .. contents:: :local: :depth: 1 Summary +++++++ +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | staticmethod | class parent | truncated documentation | +=====================================================================================================================================+====================================+=======================================================================================================================+ | :py:meth:`_bio_cache ` | BaseLearningOnnx | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_bio_do_bind_in ` | BaseLearningOnnx | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_bio_do_bind_out ` | BaseLearningOnnx | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_bio_ptr ` | BaseLearningOnnx | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_cache_in_clear ` | BaseLearningOnnx | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_connex_components ` | OnnxSplitting | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_get_param_names ` | BaseOnnxClass | Extracts all parameters to serialize. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_get_param_names ` | BaseEstimator | Extracts all parameters to serialize. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_key ` | OnnxSplitting | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_provider_name_to_device_type ` | OrtGradientForwardBackward | | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_repr_helper_ ` | OrtGradientForwardBackward | used to improve logging messages | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :py:meth:`_select_initializer_names ` | OrtGradientForwardBackward | Selects all initializers with float type. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`device_name ` | OrtGradientForwardBackwardFunction | Returns the device name of a device. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`input_to_ort ` | OrtGradientForwardBackwardFunction | Converts a list of tensos into an :epkg:`OrtValueVector`. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`is_small ` | OnnxSplitting | Tells if a tensor is small. In that case, all edges to this constant are ignored when looking for cutting points. ... | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`save_onnx_graph ` | OrtGradientForwardBackwardFunction | Saves onnx graph stored in this class. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | AbsoluteLearningLoss | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | BaseLearningLoss | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | ElasticLearningLoss | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | NegLogLearningLoss | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | SquareLearningLoss | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | BaseLearningPenalty | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | ElasticLearningPenalty | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | NoLearningPenalty | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | BaseLearningRate | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | LearningRateSGD | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+ | :meth:`select ` | LearningRateSGDNesterov | Returns an instance of a given initialized with *kwargs*. | +-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------+-----------------------------------------------------------------------------------------------------------------------+